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geo_code
int64
1
96
year
int64
2k
2.02k
geo_name
stringclasses
64 values
geo_short
stringclasses
64 values
geo_system
stringclasses
1 value
preschool_classes
float64
410
16.7k
preschool_teachers
float64
179
35.2k
preschool_pupils_thousand
float64
8.97
466
preschool_schools
float64
29
1.37k
schools_total
float64
148
1.69k
schools_primary
float64
24
777
schools_lower_secondary
float64
27
654
schools_upper_secondary
float64
2
205
schools_basic_general
float64
0
194
schools_secondary
float64
0
80
schools_primary_lower_secondary
float64
1
194
schools_lower_upper_secondary
float64
1
43
schools_all_three_levels
float64
1
39
classes_total
float64
2.23k
43.9k
classes_primary
float64
1.3k
20.8k
classes_lower_secondary
float64
603
15.5k
classes_upper_secondary
float64
66
7.72k
teachers_total
float64
3.52k
65.3k
teachers_primary
float64
5.52
28.7k
teachers_lower_secondary
float64
4.74
23.5k
teachers_upper_secondary
float64
161
13.3k
female_teachers_total
float64
2.43k
54.8k
female_teachers_primary
float64
1.43k
26.2k
female_teachers_lower_secondary
float64
611
19.1k
female_teachers_upper_secondary
float64
94
9.5k
pupils_total
float64
47.6k
1.7M
pupils_primary
float64
22.7k
823k
pupils_lower_secondary
float64
15.9k
624k
pupils_upper_secondary
float64
3.58k
314k
female_pupils_total
float64
23.3k
796k
female_pupils_primary
float64
10.6k
384k
female_pupils_lower_secondary
float64
5.86k
293k
female_pupils_upper_secondary
float64
40
150k
ethnic_minority_teachers_total
float64
75
8.61k
ethnic_minority_teachers_primary
float64
32
4.69k
ethnic_minority_teachers_lower_secondary
float64
2
3.28k
ethnic_minority_teachers_upper_secondary
float64
3
1.07k
ethnic_minority_pupils_total
float64
187
241k
ethnic_minority_pupils_primary
float64
81
127k
ethnic_minority_pupils_lower_secondary
float64
57
92.9k
ethnic_minority_pupils_upper_secondary
float64
1.32
28.8k
pupils_per_class_total
float64
25.1
41.1
pupils_per_class_primary
float64
20.5
40.8
pupils_per_class_lower_secondary
float64
31
43.3
pupils_per_class_upper_secondary
float64
35.6
45.5
pupils_per_teacher_total
float64
15.3
29
pupils_per_teacher_primary
float64
13.6
30.9
pupils_per_teacher_lower_secondary
float64
17.4
29.3
pupils_per_teacher_upper_secondary
float64
15.7
27.2
solid_classroom_rate
float64
66.8
100
upper_secondary_graduation_rate
float64
38.6
100
university_lecturers
float64
11
27.5k
university_students
float64
77
784k
vocational_teachers
float64
84
12.3k
vocational_teachers_public
float64
70
4.33k
vocational_new_enrollees
float64
6.29k
313k
vocational_new_enrollees_intermediate
float64
239
33.7k
vocational_new_enrollees_college
float64
0
37.8k
1
2,001
Ha Noi
HN
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
96.03
null
null
null
null
null
null
null
1
2,002
Ha Noi
HN
historical_63
2,467
4,049
77.19
null
595
272
221
98
3
1
null
null
null
12,608
5,949
4,494
2,165
22,620
8,674
9,478
4,468
null
null
null
null
503,132
219,925
180,226
102,981
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
97.23
null
null
null
null
null
null
null
1
2,003
Ha Noi
HN
historical_63
2,644
4,462
81.82
null
596
271
225
97
3
null
null
null
null
12,662
5,902
4,540
2,220
23,140
8,611
9,478
5,051
null
null
null
null
497,298
217,863
179,351
100,084
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
96.71
null
null
null
null
null
null
null
1
2,004
Ha Noi
HN
historical_63
2,628
4,765
89.76
333
582
269
215
96
2
null
null
null
null
12,746
5,858
4,589
2,299
23,502
8,819
9,713
4,970
18,729
7,804
7,818
3,107
495,941
207,224
185,484
103,233
234,827
94,121
89,340
51,366
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
98.03
null
null
null
null
null
null
null
1
2,005
Ha Noi
HN
historical_63
3,023
5,395
97.95
360
588
273
214
81
4
16
null
null
null
12,764
5,804
4,527
2,433
23,928
8,855
9,810
5,263
19,588
8,095
7,902
3,591
491,591
203,259
180,236
108,096
239,113
98,112
86,497
54,504
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
98.44
null
null
null
null
null
null
null
1
2,006
Ha Noi
HN
historical_63
3,181
5,683
108.7
356
595
277
218
100
null
null
null
null
null
12,845
5,738
4,495
2,612
24,007
8,669
9,628
5,710
19,725
7,982
7,960
3,783
495,240
201,992
176,734
116,514
241,347
97,417
85,401
58,529
261
122
101
38
738
212
257
269
null
null
null
null
null
null
null
null
null
94.8
null
null
null
null
null
null
null
1
2,007
Ha Noi
HN
historical_63
3,297
6,103
114.9
366
602
280
219
103
null
null
null
null
null
12,857
5,706
4,474
2,677
24,105
8,580
9,506
6,019
20,065
7,976
7,813
4,276
495,456
201,359
174,168
119,929
240,592
96,077
84,156
60,359
251
104
109
38
892
298
364
230
null
null
null
null
null
null
null
null
null
96.82
null
null
null
null
null
null
null
1
2,008
Ha Noi
HN
historical_63
8,231
11,287
234
767
1,440
674
584
182
null
null
null
null
null
27,619
13,253
9,358
5,008
52,689
20,246
20,970
11,473
43,089
18,376
16,650
8,063
981,180
411,202
345,685
224,293
488,082
198,751
170,130
119,201
412
188
161
63
9,698
4,284
3,567
1,847
null
null
null
null
null
null
null
null
null
89.84
null
null
null
null
null
null
null
1
2,009
Ha Noi
HN
historical_63
7,825
12,473
254.9
804
1,461
677
581
186
7
10
null
null
null
27,552
13,424
9,189
4,939
53,235
20,545
20,614
12,076
43,497
18,637
16,722
8,138
982,579
440,843
325,360
216,376
485,850
212,150
158,904
114,796
306
120
123
63
8,751
4,260
2,638
1,853
null
null
null
null
null
null
null
null
null
94.87
null
null
null
null
null
null
null
1
2,010
Ha Noi
HN
historical_63
8,717
15,845
288.6
833
1,471
681
589
162
7
32
null
null
null
27,967
13,889
9,093
4,985
54,285
21,189
20,689
12,407
44,650
19,319
16,459
8,872
1,021,634
469,622
339,170
212,842
505,581
226,472
165,515
113,594
378
152
161
65
9,855
4,965
3,069
1,821
null
null
null
null
null
null
null
null
null
98.05
null
null
null
null
null
null
null
1
2,011
Ha Noi
HN
historical_63
9,538
18,736
318.42
857
1,483
687
595
167
7
27
null
null
null
27,908
13,928
9,007
4,973
53,166
20,879
20,134
12,153
43,531
18,954
15,932
8,645
1,027,260
492,604
321,695
212,961
497,023
229,656
154,842
112,525
null
null
null
null
9,340
4,517
2,997
1.83
null
null
null
null
null
null
null
null
null
98.5
null
null
null
null
null
null
null
1
2,012
Ha Noi
HN
historical_63
9,314
22,397
351.63
897
1,498
692
599
168
6
33
null
null
null
28,276
14,390
9,000
4,886
54,908
22,090
20,455
12,363
43,971
19,854
15,607
8,510
1,049,503
520,355
322,676
206,472
513,238
248,541
155,902
108,795
359
173
111
75
10,932
5,772
3,408
1,752
null
null
null
null
null
null
null
null
null
97.11
null
null
null
null
null
null
null
1
2,013
Ha Noi
HN
historical_63
10,331
23,354
341.3
929
1,531
696
605
205
6
19
null
null
null
28,847
14,931
9,134
4,782
56,024
22,806
20,782
12,436
39,346
14,226
16,095
9,025
1,090,168
564,383
330,531
195,254
528,336
266,079
160,720
101,537
354
135
133
86
15,541
6,049
3,711
5,781
null
null
null
null
null
null
null
null
null
95.07
null
null
null
null
null
null
null
1
2,014
Ha Noi
HN
historical_63
11,769
25,960
374.42
960
1,522
707
607
183
null
25
null
null
null
29,951
15,459
9,668
4,824
56,274
23,639
20,563
12,072
46,534
21,560
16,159
8,815
1,138,326
587,471
362,453
188,402
548,183
274,850
176,227
97,106
464
215
168
81
11,947
5,802
4,306
1,839
null
null
null
null
null
null
null
null
null
95.57
null
null
null
null
null
null
null
1
2,015
Ha Noi
HN
historical_63
13,403
27,081
391.05
1,009
1,549
717
617
183
7
25
null
null
null
35,027
19,205
11,040
4,782
56,741
24,171
21,392
11,178
47,725
22,153
17,324
8,248
1,181,668
618,745
382,044
180,879
572,800
291,552
184,703
96,545
513
226
191
96
12,813
6,489
4,435
1,889
null
null
null
null
null
null
null
null
null
95.83
23,611
611,608
null
null
null
null
null
1
2,016
Ha Noi
HN
historical_63
13,365
31,484
434.15
1,044
1,546
720
610
180
8
28
null
null
null
32,344
16,418
10,986
4,940
58,691
24,899
21,985
11,807
49,014
22,728
17,765
8,521
1,240,038
641,554
407,550
190,934
597,450
301,005
195,897
100,548
510
236
188
86
14,121
6,995
4,877
2,249
null
null
null
null
null
null
null
null
null
98.66
24,342
611,982
null
null
null
null
null
1
2,017
Ha Noi
HN
historical_63
14,886
34,174
466.07
1,084
1,556
727
605
187
12
25
null
null
null
33,292
17,116
11,074
5,102
59,028
25,538
21,785
11,705
49,548
23,228
17,670
8,650
1,302,216
678,739
426,924
196,553
624,013
318,119
203,927
101,967
511
237
198
76
15,445
7,812
5,272
2,361
null
null
null
null
null
null
null
null
null
null
26,181
588,931
null
null
null
null
null
1
2,018
Ha Noi
HN
historical_63
16,072
33,231
443.76
1,153
null
null
null
null
null
null
null
null
null
35,150
18,238
11,494
5,418
52,246
24,411
18,112
9,723
null
null
null
null
1,403,900
738,864
447,906
217,130
672,351
344,820
212,789
114,742
null
null
null
null
18,531
9,633
5,762
3,136
null
null
null
null
null
null
null
null
null
null
25,369
505,627
null
null
null
null
null
1
2,019
Ha Noi
HN
historical_63
null
null
null
null
1,608
754
610
196
18
30
null
null
null
37,086
19,048
12,166
5,872
56,495
25,512
19,809
11,174
48,012
23,378
16,150
8,484
1,475,445
765,571
474,429
235,445
704,813
356,907
224,723
123,183
678
294
268
116
22,161
10,942
6,059
5,160
null
null
null
null
null
null
null
null
null
null
25,306
556,008
null
null
null
null
null
1
2,020
Ha Noi
HN
historical_63
16,700
35,234
420.07
1,147
1,623
756
614
195
25
33
null
null
null
39,135
19,958
12,884
6,293
61,561
27,818
21,992
11,751
52,766
25,576
18,204
8,986
1,557,119
791,547
507,901
257,671
742,334
369,146
239,641
133,547
781
348
303
130
24,089
12,179
6,460
5,450
null
null
null
null
null
null
null
null
null
null
26,292
628,981
null
null
null
null
null
1
2,021
Ha Noi
HN
historical_63
15,986
32,958
386.7
1,155
1,646
762
621
199
26
38
null
null
null
40,584
20,776
13,397
6,411
63,500
28,444
22,931
12,125
54,426
26,147
19,029
9,250
1,609,934
822,553
525,213
262,168
766,854
384,475
247,201
135,178
878
392
343
143
26,362
13,771
7,785
4,806
null
null
null
null
null
null
null
null
null
null
27,453
727,654
null
null
null
null
null
1
2,022
Ha Noi
HN
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
29,365
14,779
10,248
4,338
null
null
null
null
null
null
null
null
null
null
25,757
667,962
null
null
null
null
null
1
2,023
Ha Noi
HN
historical_63
16,583
33,116
402.52
1,128
null
null
null
null
null
null
null
null
null
42,794
20,629
14,961
7,204
64,273
28,675
23,221
12,377
54,808
26,176
19,134
9,498
1,673,052
778,110
600,792
294,150
796,337
364,637
282,125
149,575
998
427
382
189
29,365
14,779
10,248
4,338
null
null
null
null
null
null
null
null
null
null
26,767
783,750
12,109
4,233
246,097
33,696
37,778
1
2,024
Ha Noi
HN
historical_63
null
null
null
null
1,685
777
631
201
null
null
31
25
20
43,875
20,689
15,469
7,717
65,255
28,503
23,482
13,270
null
null
null
null
1,700,638
762,387
623,767
314,484
655,758
358,166
292,676
4,916
null
null
null
null
28,883
14,955
11,252
2,676
38.76
36.85
40.32
40.75
26.06
26.75
26.56
23.7
98.87
null
null
null
null
null
null
null
null
2
2,001
Ha Giang
HG
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
88.11
null
null
null
null
null
null
null
2
2,002
Ha Giang
HG
historical_63
974
885
18.06
null
283
136
34
8
94
11
null
null
null
7,652
6,195
1,178
279
8,960
6,285
1,798
877
null
null
null
null
151,931
103,303
36,937
11,691
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
88.66
null
null
null
null
null
null
null
2
2,003
Ha Giang
HG
historical_63
1,125
1,133
18.94
null
291
136
41
8
95
11
null
null
null
7,320
5,796
1,192
332
9,015
6,317
2,112
586
null
null
null
null
148,074
96,174
38,045
13,855
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
62.58
null
null
null
null
null
null
null
2
2,004
Ha Giang
HG
historical_63
1,168
1,169
21.02
103
327
145
68
16
92
6
null
null
null
7,243
5,502
1,370
371
9,283
6,154
2,505
624
6,138
4,230
1,506
402
149,206
91,406
42,875
14,925
68,476
41,079
19,728
7,669
4,233
3,185
868
180
128,955
82,970
35,587
10,398
null
null
null
null
null
null
null
null
null
74.72
null
null
null
null
null
null
null
2
2,005
Ha Giang
HG
historical_63
1,440
1,567
23.78
136
347
138
89
18
96
6
null
null
null
7,115
5,164
1,564
387
9,439
5,860
2,856
723
6,287
4,080
1,746
461
150,225
87,127
47,069
16,029
71,767
41,075
22,815
7,877
4,585
3,246
1,129
210
128,881
79,243
38,618
11,020
null
null
null
null
null
null
null
null
null
87.64
null
null
null
null
null
null
null
2
2,006
Ha Giang
HG
historical_63
1,419
1,645
24.2
157
369
146
110
18
89
6
null
null
null
7,135
5,041
1,695
399
9,528
5,678
3,059
791
6,263
3,834
1,915
514
147,616
81,530
49,778
16,308
68,422
37,589
22,715
8,118
4,161
2,850
1,064
247
123,248
71,524
40,820
10,904
null
null
null
null
null
null
null
null
null
57.91
null
null
null
null
null
null
null
2
2,007
Ha Giang
HG
historical_63
1,518
1,782
25.5
165
375
150
116
18
83
8
null
null
null
7,048
4,840
1,788
420
10,261
5,966
3,434
861
6,876
4,160
2,171
545
142,427
76,742
49,395
16,290
66,465
35,795
22,555
8,115
4,598
3,172
1,207
219
122,394
69,108
41,904
11,382
null
null
null
null
null
null
null
null
null
82.84
null
null
null
null
null
null
null
2
2,008
Ha Giang
HG
historical_63
1,922
2,243
31.9
171
381
156
128
18
70
9
null
null
null
6,959
4,793
1,744
422
10,577
6,103
3,505
969
6,946
4,206
2,122
618
139,615
75,230
48,249
16,136
65,570
35,306
21,952
8,312
4,746
3,167
1,287
292
122,528
68,404
42,282
11,842
null
null
null
null
null
null
null
null
null
75.9
null
null
null
null
null
null
null
2
2,009
Ha Giang
HG
historical_63
1,971
2,349
34.5
189
399
173
147
19
52
8
null
null
null
7,013
4,809
1,767
437
10,876
6,161
3,677
1,038
7,435
4,480
2,342
613
139,422
75,090
48,051
16,281
65,420
35,314
21,855
8,251
4,638
2,952
1,405
281
121,156
66,250
42,797
12,109
null
null
null
null
null
null
null
null
null
95.74
null
null
null
null
null
null
null
2
2,010
Ha Giang
HG
historical_63
2,138
2,635
37.7
208
408
178
156
21
45
8
null
null
null
7,141
4,899
1,788
454
11,360
6,473
3,795
1,092
8,013
5,003
2,375
635
139,117
75,725
47,375
16,017
65,477
35,850
21,508
8,119
5,116
3,198
1,596
322
120,410
67,328
41,230
11,852
null
null
null
null
null
null
null
null
null
91.99
null
null
null
null
null
null
null
2
2,011
Ha Giang
HG
historical_63
2,295
2,926
42.37
209
415
184
161
22
40
8
null
null
null
7,108
4,836
1,789
483
10,938
6,265
3,611
1,062
7,261
4,357
2,223
681
141,174
77,258
47,539
16,377
118,675
89,483
21,138
8,054
null
null
null
null
116,674
63,003
41,029
12,642
null
null
null
null
null
null
null
null
null
98.37
null
null
null
null
null
null
null
2
2,012
Ha Giang
HG
historical_63
2,453
3,350
47.57
213
420
189
165
22
36
8
null
null
null
7,107
4,807
1,809
491
11,649
6,643
3,909
1,097
8,006
4,874
2,431
701
143,206
79,302
47,671
16,233
67,481
37,971
21,764
7,746
5,815
3,797
1,649
369
125,427
70,449
42,191
12,787
null
null
null
null
null
null
null
null
null
94.17
null
null
null
null
null
null
null
2
2,013
Ha Giang
HG
historical_63
2,541
3,588
50.8
214
424
193
166
22
34
9
null
null
null
7,142
4,838
1,808
496
11,604
6,617
3,887
1,100
7,388
4,235
2,450
703
146,203
81,600
47,959
16,644
72,595
42,797
21,974
7,824
5,888
3,721
1,783
384
124,855
72,496
41,747
10,612
null
null
null
null
null
null
null
null
null
96.27
null
null
null
null
null
null
null
2
2,014
Ha Giang
HG
historical_63
2,560
3,539
54.53
214
425
193
167
22
34
9
null
null
null
7,162
4,857
1,806
499
11,462
6,540
3,834
1,088
7,458
4,368
2,386
704
148,628
83,790
48,349
16,489
67,614
37,884
22,093
7,637
5,757
3,630
1,743
384
127,969
71,900
42,757
13,312
null
null
null
null
null
null
null
null
null
82.79
null
null
null
null
null
null
null
2
2,015
Ha Giang
HG
historical_63
2,581
3,588
57.15
214
430
197
171
23
30
9
null
null
null
7,037
4,745
1,786
506
11,490
6,482
3,873
1,135
7,568
4,422
2,411
735
152,815
87,306
49,105
16,404
72,063
41,889
22,742
7,432
5,858
3,723
1,726
409
135,104
78,764
43,238
13,102
null
null
null
null
null
null
null
null
null
91.1
null
null
null
null
null
null
null
2
2,016
Ha Giang
HG
historical_63
2,611
3,616
59.23
215
429
196
171
23
30
9
null
null
null
7,031
4,709
1,805
517
11,426
6,459
3,825
1,142
7,460
4,329
2,389
742
156,979
90,676
50,353
15,950
74,100
43,612
23,253
7,235
5,930
3,745
1,762
423
138,872
81,689
44,646
12,537
null
null
null
null
null
null
null
null
null
92
null
null
null
null
null
null
null
2
2,017
Ha Giang
HG
historical_63
2,608
3,664
60.78
217
427
196
169
22
30
10
null
null
null
7,030
4,713
1,808
509
11,329
6,406
3,807
1,116
7,427
4,316
2,374
737
161,429
93,385
52,019
16,025
76,337
44,873
23,942
7,522
5,901
3,729
1,775
397
142,097
83,647
45,997
12,453
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,018
Ha Giang
HG
historical_63
2,555
3,551
61.24
213
null
null
null
null
null
null
null
null
null
6,868
4,590
1,780
498
11,181
6,293
3,808
1,080
null
null
null
null
165,665
97,074
52,891
15,700
78,636
46,561
24,594
7,481
null
null
null
null
145,896
86,877
46,918
12,101
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,019
Ha Giang
HG
historical_63
null
null
null
null
405
174
154
22
45
10
null
null
null
6,774
4,498
1,785
491
10,710
6,048
3,589
1,073
7,007
4,094
2,215
698
172,092
100,111
55,726
16,255
81,646
47,882
26,025
7,739
5,546
3,488
1,668
390
151,525
89,704
49,350
12,471
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,020
Ha Giang
HG
historical_63
2,557
3,555
60.54
212
404
173
154
22
45
10
null
null
null
6,772
4,425
1,848
499
10,457
5,861
3,542
1,054
6,822
3,945
2,194
683
180,080
102,420
60,556
17,104
85,421
48,929
28,449
8,043
5,410
3,397
1,629
384
158,812
91,858
53,688
13,266
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,021
Ha Giang
HG
historical_63
2,514
3,537
59.67
213
404
173
150
22
45
14
null
null
null
6,807
4,389
1,905
513
10,228
5,651
3,487
1,090
6,619
3,777
2,150
692
187,720
104,641
64,693
18,386
89,164
49,960
30,634
8,570
5,316
3,278
1,637
401
165,834
93,793
57,399
14,642
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,022
Ha Giang
HG
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
176,762
96,119
64,382
16,261
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
2,023
Ha Giang
HG
historical_63
2,463
3,596
58.47
210
null
null
null
null
null
null
null
null
null
6,714
4,183
1,979
552
9,991
5,443
3,436
1,112
6,426
3,592
2,116
718
198,991
106,153
72,342
20,496
95,232
50,755
34,554
9,923
5,249
3,169
1,662
418
176,762
96,119
64,382
16,261
null
null
null
null
null
null
null
null
null
null
42
312
301
217
21,811
972
161
2
2,024
Ha Giang
HG
historical_63
null
null
null
null
392
161
136
22
null
null
55
18
null
6,608
4,033
1,993
582
10,016
5,470
3,431
1,115
null
null
null
null
202,320
105,700
74,632
21,988
103,878
50,719
35,792
17,367
null
null
null
null
171,171
95,748
66,608
8,815
30.62
26.21
37.45
37.78
20.2
19.32
21.75
19.72
78.26
null
null
null
null
null
null
null
null
4
2,001
Cao Bang
CB
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
93.18
null
null
null
null
null
null
null
4
2,002
Cao Bang
CB
historical_63
565
719
11.32
null
333
173
60
9
75
16
null
null
null
5,381
3,781
1,236
364
6,243
3,780
1,891
572
null
null
null
null
128,052
68,225
43,802
16,025
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
93.64
null
null
null
null
null
null
null
4
2,003
Cao Bang
CB
historical_63
605
786
11.82
null
343
168
66
9
84
16
null
null
null
5,381
3,653
1,309
419
6,583
3,865
2,111
607
null
null
null
null
126,285
62,753
45,302
18,230
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
85.34
null
null
null
null
null
null
null
4
2,004
Cao Bang
CB
historical_63
581
801
11.44
49
347
153
72
13
97
12
null
null
null
5,516
3,687
1,353
476
6,376
3,753
2,024
599
5,180
3,136
1,629
415
121,651
55,812
45,772
20,067
58,357
25,544
22,196
10,617
5,908
3,640
1,777
491
117,057
54,218
43,983
18,856
null
null
null
null
null
null
null
null
null
90.85
null
null
null
null
null
null
null
4
2,005
Cao Bang
CB
historical_63
604
815
12.04
54
364
166
88
17
84
9
null
null
null
5,454
3,547
1,384
523
6,553
3,773
2,181
599
5,299
3,147
1,729
423
116,998
50,651
42,961
23,386
56,531
23,695
20,893
11,943
6,076
3,661
1,951
464
113,163
49,364
41,695
22,104
null
null
null
null
null
null
null
null
null
86.83
null
null
null
null
null
null
null
4
2,006
Cao Bang
CB
historical_63
693
892
13.4
60
371
172
94
16
79
10
null
null
null
5,424
3,558
1,310
556
7,058
3,831
2,443
784
5,615
3,192
1,886
537
111,172
47,145
40,211
23,816
52,645
22,130
19,474
11,041
6,527
3,699
2,196
632
107,737
46,046
38,956
22,735
null
null
null
null
null
null
null
null
null
46.97
null
null
null
null
null
null
null
4
2,007
Cao Bang
CB
historical_63
704
917
14.6
59
384
181
100
17
76
10
null
null
null
5,158
3,359
1,281
518
6,911
3,545
2,508
858
5,503
2,954
1,938
611
102,492
45,424
35,385
21,683
50,143
21,469
16,853
11,821
6,353
3,445
2,215
693
97,207
44,267
33,008
19,932
null
null
null
null
null
null
null
null
null
81.85
null
null
null
null
null
null
null
4
2,008
Cao Bang
CB
historical_63
806
1,248
16.4
75
396
187
107
20
73
9
null
null
null
5,005
3,245
1,237
523
7,271
3,781
2,521
969
5,718
3,132
1,909
677
98,576
44,117
34,057
20,402
49,604
21,085
16,555
11,964
6,313
3,329
2,192
792
95,921
43,178
33,023
19,720
null
null
null
null
null
null
null
null
null
64.24
null
null
null
null
null
null
null
4
2,009
Cao Bang
CB
historical_63
871
1,215
17.3
77
409
194
116
21
70
8
null
null
null
4,747
3,075
1,210
462
7,474
3,788
2,682
1,004
5,908
3,170
2,079
659
92,065
43,807
31,287
16,971
46,213
20,932
15,348
9,933
6,827
3,624
2,413
790
89,718
42,757
30,583
16,378
null
null
null
null
null
null
null
null
null
89.65
null
null
null
null
null
null
null
4
2,010
Cao Bang
CB
historical_63
1,062
1,388
20.2
87
423
208
121
21
65
8
null
null
null
4,774
3,131
1,210
433
7,731
3,955
2,768
1,008
5,979
3,160
2,095
724
88,482
42,631
30,277
15,574
44,297
20,813
14,416
9,068
7,062
3,768
2,468
826
85,778
41,682
29,053
15,043
null
null
null
null
null
null
null
null
null
93.73
null
null
null
null
null
null
null
4
2,011
Cao Bang
CB
historical_63
1,167
1,496
21.44
136
458
241
153
22
34
8
null
null
null
4,818
3,233
1,188
397
7,440
3,922
2,577
941
5,664
3,091
1,898
675
87,800
43,868
29,785
14,147
43,278
20,745
14,136
8,397
null
null
null
null
83,732
42,005
28,663
13,064
null
null
null
null
null
null
null
null
null
97.59
null
null
null
null
null
null
null
4
2,012
Cao Bang
CB
historical_63
1,202
1,619
22.08
157
461
242
156
23
33
7
null
null
null
4,805
3,224
1,173
408
7,533
3,982
2,601
950
5,700
3,157
1,959
584
86,557
43,608
28,507
14,442
42,257
20,514
13,746
7,997
6,901
3,809
2,357
735
83,208
41,769
27,523
13,916
null
null
null
null
null
null
null
null
null
97.44
null
null
null
null
null
null
null
4
2,013
Cao Bang
CB
historical_63
1,280
1,775
24.21
176
462
243
157
23
32
7
null
null
null
4,713
3,156
1,160
397
7,694
4,148
2,582
964
5,936
3,305
1,926
705
85,766
43,699
28,263
13,804
42,412
21,271
13,551
7,590
7,089
3,988
2,304
797
83,289
42,429
27,536
13,324
null
null
null
null
null
null
null
null
null
99.01
null
null
null
null
null
null
null
4
2,014
Cao Bang
CB
historical_63
1,309
1,937
26.04
186
465
245
160
23
30
7
null
null
null
4,666
3,140
1,146
380
7,696
4,211
2,549
936
5,957
3,350
1,917
690
84,502
43,317
28,259
12,926
41,798
21,137
13,587
7,074
7,111
4,028
2,311
772
81,888
41,985
27,467
12,436
null
null
null
null
null
null
null
null
null
92.54
null
null
null
null
null
null
null
4
2,015
Cao Bang
CB
historical_63
1,349
2,073
27.93
190
466
246
160
23
30
7
null
null
null
4,602
3,085
1,146
371
7,621
4,220
2,507
894
5,934
3,377
1,893
664
85,131
43,587
29,069
12,475
41,994
21,192
14,014
6,788
7,055
4,047
2,270
738
82,439
42,190
28,252
11,997
null
null
null
null
null
null
null
null
null
95.24
null
null
null
null
null
null
null
4
2,016
Cao Bang
CB
historical_63
1,358
2,152
28.82
192
467
247
161
23
29
7
null
null
null
4,648
3,075
1,209
364
7,610
4,221
2,504
885
5,913
3,355
1,896
662
85,383
44,189
29,019
12,175
42,122
21,519
13,937
6,666
7,015
4,043
2,235
737
82,542
42,669
28,167
11,706
null
null
null
null
null
null
null
null
null
94.42
null
null
null
null
null
null
null
4
2,017
Cao Bang
CB
historical_63
1,370
2,144
30.21
192
467
247
162
24
28
6
null
null
null
4,489
2,960
1,157
372
7,480
4,170
2,441
869
5,791
3,323
1,826
642
86,982
44,739
29,837
12,406
42,841
21,791
14,374
6,676
6,910
3,950
2,223
737
84,161
43,322
28,911
11,928
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,018
Cao Bang
CB
historical_63
1,366
2,105
30.77
190
null
null
null
null
null
null
null
null
null
4,323
2,802
1,144
377
7,175
4,016
2,333
826
null
null
null
null
89,710
46,979
30,097
12,634
44,275
22,831
14,635
6,809
null
null
null
null
86,677
45,375
29,133
12,169
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,019
Cao Bang
CB
historical_63
null
null
null
null
346
132
100
24
84
6
null
null
null
4,280
2,774
1,139
367
7,019
3,964
2,239
816
5,421
3,165
1,640
616
91,665
48,797
30,097
12,771
45,102
23,703
14,598
6,801
6,510
3,806
2,024
680
88,538
47,192
29,067
12,279
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,020
Cao Bang
CB
historical_63
1,373
2,130
30.67
181
343
130
99
24
84
6
null
null
null
4,226
2,716
1,138
372
6,913
3,899
2,184
830
5,343
3,121
1,598
624
94,423
50,317
31,069
13,037
46,366
24,432
15,082
6,852
6,416
3,739
1,981
696
91,055
48,618
30,011
12,426
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,021
Cao Bang
CB
historical_63
1,350
2,088
29.8
181
340
127
98
24
85
6
null
null
null
4,231
2,690
1,163
378
6,712
3,790
2,116
806
5,185
3,025
1,545
615
96,697
51,135
32,054
13,508
47,570
24,900
15,529
7,141
6,249
3,639
1,924
686
93,307
49,485
30,931
12,891
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,022
Cao Bang
CB
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
98,628
50,475
34,854
13,299
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
2,023
Cao Bang
CB
historical_63
1,289
2,103
28.24
175
null
null
null
null
null
null
null
null
null
4,149
2,572
1,191
386
6,828
3,817
2,188
823
5,267
3,040
1,593
634
102,021
52,093
36,020
13,908
49,993
25,319
17,432
7,242
6,387
3,662
2,012
713
98,628
50,475
34,854
13,299
null
null
null
null
null
null
null
null
null
null
null
null
172
104
6,294
500
108
4
2,024
Cao Bang
CB
historical_63
null
null
null
null
330
122
96
24
null
null
82
6
null
4,118
2,506
1,213
399
6,758
3,772
2,165
821
null
null
null
null
103,479
51,288
37,552
14,639
57,065
24,901
18,145
14,019
null
null
null
null
93,337
49,704
36,303
7,330
25.13
20.47
30.96
36.69
15.31
13.6
17.35
17.83
76.29
null
null
null
null
null
null
null
null
6
2,001
Bac Kan
BK
historical_63
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
89.13
null
null
null
null
null
null
null
6
2,002
Bac Kan
BK
historical_63
552
491
9.9
null
206
110
65
5
21
5
null
null
null
2,750
1,723
809
218
3,997
2,093
1,563
341
null
null
null
null
74,464
35,632
28,399
10,433
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
91.04
null
null
null
null
null
null
null
6
2,003
Bac Kan
BK
historical_63
523
529
8.97
null
216
110
73
8
21
4
null
null
null
2,745
1,677
822
246
3,742
1,879
1,495
368
null
null
null
null
73,381
33,213
28,402
11,766
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
85.76
null
null
null
null
null
null
null
6
2,004
Bac Kan
BK
historical_63
587
568
10.2
89
218
111
74
8
20
5
null
null
null
2,699
1,613
808
278
3,666
1,803
1,450
413
2,858
1,529
1,063
266
70,516
30,155
26,932
13,429
34,209
14,272
12,908
7,029
2,969
1,594
1,090
285
63,270
27,651
23,978
11,641
null
null
null
null
null
null
null
null
null
77.83
null
null
null
null
null
null
null
6
2,005
Bac Kan
BK
historical_63
581
635
10.52
100
218
111
76
8
18
5
null
null
null
2,636
1,542
798
296
3,705
1,749
1,476
480
2,845
1,467
1,062
316
66,292
27,413
25,341
13,538
32,143
12,912
12,019
7,212
2,963
1,529
1,126
308
59,030
24,826
22,588
11,616
null
null
null
null
null
null
null
null
null
90.67
null
null
null
null
null
null
null
6
2,006
Bac Kan
BK
historical_63
635
663
10.8
109
218
108
74
9
21
6
null
null
null
2,470
1,410
757
303
3,719
1,750
1,476
493
2,855
1,468
1,062
325
62,195
24,735
24,428
13,032
29,230
11,650
11,586
5,994
1,587
153
1,126
308
55,253
22,400
21,588
11,265
null
null
null
null
null
null
null
null
null
38.57
null
null
null
null
null
null
null
6
2,007
Bac Kan
BK
historical_63
660
716
11.2
112
218
108
74
9
21
6
null
null
null
2,467
1,434
744
289
3,723
1,752
1,497
474
2,750
1,433
1,056
261
56,770
23,401
22,136
11,233
28,656
11,569
11,510
5,577
2,960
1,530
1,138
292
51,041
21,767
19,563
9,711
null
null
null
null
null
null
null
null
null
69.1
null
null
null
null
null
null
null
6
2,008
Bac Kan
BK
historical_63
686
750
11.6
112
210
99
74
9
22
6
null
null
null
2,642
1,703
692
247
3,820
1,786
1,424
610
2,864
1,478
1,015
371
52,597
22,686
19,593
10,318
26,163
11,116
9,992
5,055
3,417
1,753
1,214
450
44,190
20,871
15,478
7,841
null
null
null
null
null
null
null
null
null
60.95
null
null
null
null
null
null
null
6
2,009
Bac Kan
BK
historical_63
721
751
12.3
113
217
107
74
9
22
5
null
null
null
2,384
1,456
665
263
4,105
2,002
1,467
636
3,146
1,639
1,071
436
51,063
22,665
18,308
10,090
25,502
10,597
9,050
5,855
3,482
1,868
1,185
429
45,396
20,035
15,612
9,749
null
null
null
null
null
null
null
null
null
69.3
null
null
null
null
null
null
null
6
2,010
Bac Kan
BK
historical_63
750
792
12.8
115
222
110
77
10
20
5
null
null
null
2,444
1,504
649
291
4,149
2,094
1,461
594
3,176
1,696
1,076
404
49,876
22,971
16,911
9,994
24,791
10,990
8,192
5,609
3,425
1,883
1,122
420
45,314
20,946
15,494
8,874
null
null
null
null
null
null
null
null
null
94.41
null
null
null
null
null
null
null
6
2,011
Bac Kan
BK
historical_63
814
809
13.18
117
225
111
80
11
19
4
null
null
null
2,426
1,555
616
255
3,869
1,984
1,306
579
2,969
1,608
965
396
48,683
23,007
15,903
9,773
23,992
10,985
7,723
5,284
null
null
null
null
44,291
21,001
14,498
8,792
null
null
null
null
null
null
null
null
null
99.59
null
null
null
null
null
null
null
6
2,012
Bac Kan
BK
historical_63
796
1,291
14.12
124
226
112
80
11
19
4
null
null
null
2,452
1,587
617
248
4,027
2,141
1,313
573
3,111
1,754
970
387
47,818
22,988
16,041
8,789
23,511
10,964
7,770
4,777
3,690
1,923
1,287
480
43,515
21,007
14,705
7,803
null
null
null
null
null
null
null
null
null
98.45
null
null
null
null
null
null
null
6
2,013
Bac Kan
BK
historical_63
805
960
14.82
124
225
111
80
11
19
4
null
null
null
2,335
1,488
603
244
4,061
2,183
1,321
557
3,125
1,763
981
381
47,616
23,525
15,925
8,166
23,345
11,303
7,635
4,407
3,424
1,962
1,061
401
43,416
21,491
14,582
7,343
null
null
null
null
null
null
null
null
null
99.39
null
null
null
null
null
null
null
6
2,014
Bac Kan
BK
historical_63
817
967
16.17
124
226
112
80
11
19
4
null
null
null
2,341
1,490
612
239
4,080
2,194
1,349
537
3,119
1,749
1,004
366
47,882
23,540
16,422
7,920
23,452
11,330
7,908
4,214
3,452
1,979
1,074
399
43,674
21,529
14,990
7,155
null
null
null
null
null
null
null
null
null
90.71
null
null
null
null
null
null
null
6
2,015
Bac Kan
BK
historical_63
849
1,062
17.86
124
227
113
80
11
19
4
null
null
null
2,357
1,489
629
239
4,072
2,233
1,339
500
3,070
1,740
987
343
48,863
23,901
17,002
7,960
23,933
11,598
8,158
4,177
3,499
2,026
1,094
379
44,604
21,843
15,576
7,185
null
null
null
null
null
null
null
null
null
96.65
null
null
null
null
null
null
null
6
2,016
Bac Kan
BK
historical_63
873
1,144
18.8
123
221
105
76
11
25
4
null
null
null
2,322
1,482
622
218
4,115
2,229
1,361
525
3,033
1,667
1,005
361
49,818
24,961
16,968
7,889
24,329
12,143
8,084
4,102
3,499
2,023
1,117
359
45,230
22,934
15,529
6,767
null
null
null
null
null
null
null
null
null
97.08
null
null
null
null
null
null
null
6
2,017
Bac Kan
BK
historical_63
873
1,238
18.83
123
201
85
61
11
40
4
null
null
null
2,331
1,483
631
217
4,078
2,218
1,343
517
3,086
1,748
985
353
50,899
25,774
17,349
7,776
24,898
12,553
8,325
4,020
3,522
2,017
1,115
390
46,421
23,640
15,834
6,947
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
2,018
Bac Kan
BK
historical_63
860
1,190
18.32
123
null
null
null
null
null
null
null
null
null
2,281
1,435
634
212
3,671
2,010
1,183
478
null
null
null
null
53,248
27,973
17,768
7,507
26,166
13,671
8,560
3,935
null
null
null
null
48,769
25,782
16,273
6,714
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
2,019
Bac Kan
BK
historical_63
null
null
null
null
195
80
57
10
44
4
null
null
null
2,293
1,457
628
208
3,721
2,029
1,218
474
2,828
1,605
897
326
54,917
29,374
17,956
7,587
27,060
14,332
8,665
4,063
3,168
1,846
980
342
50,374
27,200
16,406
6,768
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
2,020
Bac Kan
BK
historical_63
829
1,263
17.65
114
190
79
59
10
38
4
null
null
null
2,283
1,449
631
203
3,654
2,000
1,182
472
2,801
1,589
877
335
56,652
30,245
18,779
7,628
27,870
14,610
9,161
4,099
3,159
1,834
973
352
52,099
28,021
17,235
6,843
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
End of preview. Expand in Data Studio

Vietnam education master panel by locality

Wide geo×year master joining 16 NSO Giáo dục locality packs: preschool, general schools/classes/teachers/pupils (incl. female and ethnic-minority), pupils per class/teacher, solid classroom rate, upper-secondary graduation, university lecturers/students, and 2023 vocational education. Outer join on geo_code×year (2001-2024). R&D / patents / national ownership tables 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 (1513 rows)

  • data/provinces.csv
  • data/provinces.dta
  • data/provinces.xlsx

regions (138 rows)

  • data/regions.csv
  • data/regions.dta
  • data/regions.xlsx

national (24 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). Outer-join of 16 letrinhan/vn-provinces-* education locality packs.

Citation

@misc{nso_vn_provinces_education_master,
  title = {Vietnam education master panel by locality},
  author = {{National Statistics Office of Vietnam}},
  year = {2024}
}

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