date: “21:47:19, 20 - 01 - 2024”

Tuyết Như

NHIỆM VỤ 2.1

TÓM TẮT

Thực hành thao tác các lệnh cơ bản trên datasets cacyeutogayxuong.xlsx đây là bộ dữ liệu thống kê các yếu tố có nguy cơ loãng xương ở người

Bộ dữ liệu bao gồm 7 biến và 140 quan sát

GIỚI THIỆU

Datasets phân tích các chỉ số gây loãng xuong ở người từ độ tuổi 59-89 thông qua các chỉ số như sau :

  • bmi : Body mass index (tính bằng trọng lượng/chiều cao)

  • bmd : Bond mineral (Mật độ chất khoáng trong xương)

  • ictp : Chỉ số sinh hoá đo lường hoạt tính xương

  • pinp : Chỉ số sinh hoá đo lường hoạt tính xương

  • id : Mã số bệnh nhân

  • fx : Có/không có gãy xương

  • age : Tuổi

CÁC THAO TÁC

Đọc dữ liệu từ file

library(openxlsx)
nv2 <- read.xlsx("C:/Users/Public/cacyeutogayxuong.xlsx",)
nv2
id fx age bmi bmd ictp pinp
1 1 79 24.7252 0.81799999999999995 9.17 37.383
2 1 89 25.9909 0.871 7.5609999999999999 24.685
3 1 70 25.3934 1.3580000000000001 5.3470000000000004 40.620
4 1 88 23.2254 0.71399999999999997 7.3540000000000001 56.782
5 1 85 24.6097 0.748 6.76 58.358
6 0 68 25.0762 0.93500000000000005 4.9390000000000001 67.123
7 0 70 19.8839 1.04 4.3209999999999997 26.399
8 0 69 25.0593 1.002 4.2119999999999997 47.515
9 0 74 25.6544 0.98699999999999999 5.6050000000000004 26.132
10 0 79 19.9594 0.86299999999999999 5.2039999999999997 60.267
11 1 76 22.5981 0.88900000000000001 4.7039999999999997 27.026
12 0 76 26.4236 0.88600000000000001 5.1150000000000002 43.256
13 1 62 20.3223 0.88900000000000001 5.7409999999999997 51.097
14 0 69 19.3698 0.79 3.88 49.678
15 0 72 24.2215 0.98799999999999999 5.8440000000000003 41.672
16 0 67 32.1120 1.119 4.16 60.356
17 0 74 25.3934 1.0369999999999999 6.7279999999999998 40.225
18 0 69 23.8895 0.89300000000000002 4.2030000000000003 27.334
19 1 78 24.6755 0.85 7.3470000000000004 38.893
20 0 71 27.1314 0.79 4.476 38.173
21 1 74 23.0518 0.59699999999999998 4.835 35.141
22 1 76 23.4568 0.88900000000000001 5.3540000000000001 27.568
23 1 75 23.5457 0.80300000000000005 3.7730000000000001 36.762
24 0 70 23.3234 0.91900000000000004 3.6720000000000002 40.093
25 1 69 22.8625 0.87 4.5519999999999996 29.627
26 0 71 22.0384 0.81100000000000005 4.2859999999999996 30.380
27 1 80 24.6914 0.85899999999999999 5.7060000000000004 37.529
28 1 79 26.8519 0.86699999999999999 3.5630000000000002 43.924
29 0 72 27.1809 0.71699999999999997 3.76 39.714
30 0 78 23.9512 0.82199999999999995 3.4529999999999998 27.294
31 1 80 28.3874 1.004 5.9480000000000004 33.376
32 0 79 23.5102 0.73799999999999999 4.1929999999999996 65.640
33 1 67 19.7232 0.86499999999999999 4.4429999999999996 36.252
34 1 84 27.4406 0.80800000000000005 5.4820000000000002 33.539
35 0 78 28.6661 0.95499999999999996 8.8149999999999995 42.398
36 0 65 23.7812 0.91200000000000003 4.7039999999999997 39.254
37 0 70 23.4493 0.85699999999999998 4.1379999999999999 75.947
38 0 67 25.5354 0.85499999999999998 3.7269999999999999 41.851
39 0 74 24.7409 0.95899999999999996 3.9670000000000001 42.293
40 0 73 22.2291 1.036 4.4379999999999997 40.222
41 0 74 34.4753 1.0920000000000001 7.2709999999999999 45.434
42 1 68 32.1929 . 4.2690000000000001 50.841
43 0 80 23.3355 0.75900000000000001 4.8559999999999999 31.114
44 0 78 22.7903 0.75700000000000001 4.8310000000000004 73.343
45 1 79 24.6097 0.67100000000000004 4.87 69.924
46 0 72 27.5802 0.81399999999999995 3.012 27.088
47 1 67 30.1205 1.101 7.5380000000000003 35.487
48 0 70 25.8166 0.81799999999999995 3.5640000000000001 36.001
49 0 69 30.4218 1.0880000000000001 3.8260000000000001 33.833
50 0 67 28.7132 0.93400000000000005 3.996 56.167
51 0 74 34.5429 0.96899999999999997 6.7619999999999996 43.099
52 0 71 24.6097 0.79400000000000004 4.3499999999999996 39.023
53 0 67 23.5294 0.83 3.1760000000000002 36.595
54 0 67 25.6173 1.0569999999999999 3.738 32.550
55 0 65 25.3086 1.1599999999999999 3.06 44.757
56 0 66 24.8358 0.81100000000000005 3.2629999999999999 26.941
57 0 69 22.3094 0.97699999999999998 3.1059999999999999 27.951
58 0 72 26.5285 1.0629999999999999 6.97 41.188
59 0 75 25.8546 1.091 4.798 36.045
60 0 70 20.6790 0.74099999999999999 3.9079999999999999 30.198
61 0 74 28.3675 1.0449999999999999 4.7839999999999998 31.339
62 0 71 29.0688 1.0660000000000001 4.5270000000000001 24.252
63 0 65 23.9995 0.84099999999999997 3.089 79.910
64 0 77 22.9819 1.0149999999999999 4.0410000000000004 57.147
65 1 67 33.3598 1.129 7.2389999999999999 67.103
66 0 66 27.1314 1.03 4.0960000000000001 29.435
67 0 70 24.7676 0.89600000000000002 4.3520000000000003 44.291
68 0 70 24.4193 1.1060000000000001 2.823 37.348
69 0 69 28.2570 0.86899999999999999 2.9740000000000002 46.229
70 1 65 23.6614 0.83699999999999997 2.6890000000000001 28.738
71 1 75 26.0262 0.92100000000000004 3.9169999999999998 29.667
72 0 67 26.5731 1.1180000000000001 3.8319999999999999 50.292
73 0 67 24.8591 0.76500000000000001 7.1120000000000001 45.778
74 0 73 22.5710 0.752 4.2489999999999997 39.950
75 1 63 31.8342 1.2509999999999999 7.3029999999999999 48.697
76 1 72 24.8016 0.83899999999999997 3.86 41.055
77 0 73 25.0574 0.66200000000000003 3.1379999999999999 36.312
78 0 69 23.9512 0.84399999999999997 4.069 39.926
79 0 75 23.4586 0.85199999999999998 4.1760000000000002 51.394
80 0 65 28.7347 0.79500000000000004 3.3279999999999998 27.679
81 0 71 25.3350 0.86699999999999999 2.3490000000000002 36.506
82 0 66 28.0899 0.997 4.1710000000000003 53.094
83 0 66 25.5650 0.82699999999999996 4.569 25.157
84 0 71 28.7274 1.0229999999999999 4.1109999999999998 19.557
85 0 73 32.4074 1.0660000000000001 5.68 36.995
86 0 64 27.9155 0.874 4.298 43.872
87 0 68 25.5937 0.88200000000000001 4.056 30.523
88 1 67 28.0428 0.71799999999999997 9.7390000000000008 66.974
89 0 66 30.7174 0.85599999999999998 4.18 34.597
90 0 77 28.3737 1.052 3.7370000000000001 28.102
91 0 75 28.6990 0.92900000000000005 3.5270000000000001 23.008
92 0 67 29.1687 0.95299999999999996 3.593 16.132
93 0 73 27.4145 0.78400000000000003 4.3319999999999999 47.410
94 0 68 29.0688 1.1200000000000001 6.51 45.674
95 0 70 26.1738 1.04 3.161 36.302
96 0 66 30.1038 1.028 3.93 38.301
97 0 77 24.6559 0.88400000000000001 3.88 36.560
98 1 71 25.3934 0.94299999999999995 4.6920000000000002 69.500
99 0 74 26.4721 1.075 4.5609999999999999 25.948
100 0 70 29.0253 1.0569999999999999 3.7090000000000001 41.322
101 0 78 29.0253 1.0980000000000001 5.2469999999999999 23.896
102 0 76 26.2346 1.014 3.9580000000000002 24.344
103 1 64 26.4915 0.998 4.218 29.390
104 0 67 27.0416 0.90500000000000003 3.5529999999999999 23.020
105 0 66 22.7732 0.627 2.3330000000000002 53.621
106 0 70 30.5241 1.052 5.4249999999999998 44.352
107 0 66 25.3069 1.0860000000000001 4.9450000000000003 64.788
108 1 65 22.3863 0.81799999999999995 3.786 96.360
109 1 64 34.0136 1.0660000000000001 5.7919999999999998 37.473
110 1 70 26.5668 1.198 7.2569999999999997 28.406
111 1 70 27.6361 0.92600000000000005 5.7460000000000004 17.228
112 0 70 25.4017 1.1930000000000001 2.4369999999999998 35.432
113 0 68 30.3673 0.93799999999999994 2.6579999999999999 32.293
114 0 67 28.0428 0.86299999999999999 4.2460000000000004 48.702
115 1 73 27.7778 0.79900000000000004 3.9340000000000002 26.709
116 0 71 29.0006 0.96899999999999997 4.0540000000000003 22.769
117 1 71 35.2941 0.93100000000000005 3.6309999999999998 18.629
118 0 75 29.3658 1.071 4.2220000000000004 36.555
119 0 76 26.2649 1.161 2.548 24.217
120 0 71 25.6055 0.78600000000000003 3.8319999999999999 32.023
121 0 73 29.9136 0.83899999999999997 4.2149999999999999 26.507
122 0 64 34.5271 1.042 6.4359999999999999 53.080
123 0 70 33.4554 0.97599999999999998 4.5410000000000004 26.619
124 0 80 29.0688 0.76500000000000001 3.9980000000000002 67.388
125 0 67 25.7276 1.2769999999999999 3.8769999999999998 22.159
126 0 68 25.6801 1.097 3.782 42.286
127 0 66 25.9701 0.79300000000000004 2.9910000000000001 38.673
128 0 64 26.4490 0.98899999999999999 3.1960000000000002 31.456
129 1 69 28.6990 0.82199999999999995 3.5649999999999999 45.044
130 0 69 25.6173 0.94399999999999995 6.5119999999999996 49.557
131 0 67 30.3871 1.2450000000000001 3.6030000000000002 46.769
132 0 67 33.6901 1.1419999999999999 3.6659999999999999 38.839
133 0 68 28.4005 0.86 2.89 32.140
134 1 59 25.4017 1.1719999999999999 . 104.579
135 0 66 22.5710 0.95599999999999996 3.3540000000000001 36.253
136 1 71 24.4473 0.91800000000000004 4.633 53.881
137 0 64 38.0762 1.0860000000000001 5.0430000000000001 32.835
138 1 80 23.3887 0.875 4.0860000000000003 23.837
139 0 67 25.9455 0.98299999999999998 4.3280000000000003 71.334
id fx age bmi bmd ictp pinp
1 1 79 24.7252 0.81799999999999995 9.17 37.383
2 1 89 25.9909 0.871 7.5609999999999999 24.685
3 1 70 25.3934 1.3580000000000001 5.3470000000000004 40.620
4 1 88 23.2254 0.71399999999999997 7.3540000000000001 56.782
5 1 85 24.6097 0.748 6.76 58.358
6 0 68 25.0762 0.93500000000000005 4.9390000000000001 67.123
7 0 70 19.8839 1.04 4.3209999999999997 26.399
8 0 69 25.0593 1.002 4.2119999999999997 47.515
9 0 74 25.6544 0.98699999999999999 5.6050000000000004 26.132
10 0 79 19.9594 0.86299999999999999 5.2039999999999997 60.267
11 1 76 22.5981 0.88900000000000001 4.7039999999999997 27.026
12 0 76 26.4236 0.88600000000000001 5.1150000000000002 43.256
13 1 62 20.3223 0.88900000000000001 5.7409999999999997 51.097
14 0 69 19.3698 0.79 3.88 49.678
15 0 72 24.2215 0.98799999999999999 5.8440000000000003 41.672
16 0 67 32.1120 1.119 4.16 60.356
17 0 74 25.3934 1.0369999999999999 6.7279999999999998 40.225
18 0 69 23.8895 0.89300000000000002 4.2030000000000003 27.334
19 1 78 24.6755 0.85 7.3470000000000004 38.893
20 0 71 27.1314 0.79 4.476 38.173
21 1 74 23.0518 0.59699999999999998 4.835 35.141
22 1 76 23.4568 0.88900000000000001 5.3540000000000001 27.568
23 1 75 23.5457 0.80300000000000005 3.7730000000000001 36.762
24 0 70 23.3234 0.91900000000000004 3.6720000000000002 40.093
25 1 69 22.8625 0.87 4.5519999999999996 29.627
26 0 71 22.0384 0.81100000000000005 4.2859999999999996 30.380
27 1 80 24.6914 0.85899999999999999 5.7060000000000004 37.529
28 1 79 26.8519 0.86699999999999999 3.5630000000000002 43.924
29 0 72 27.1809 0.71699999999999997 3.76 39.714
30 0 78 23.9512 0.82199999999999995 3.4529999999999998 27.294
31 1 80 28.3874 1.004 5.9480000000000004 33.376
32 0 79 23.5102 0.73799999999999999 4.1929999999999996 65.640
33 1 67 19.7232 0.86499999999999999 4.4429999999999996 36.252
34 1 84 27.4406 0.80800000000000005 5.4820000000000002 33.539
35 0 78 28.6661 0.95499999999999996 8.8149999999999995 42.398
36 0 65 23.7812 0.91200000000000003 4.7039999999999997 39.254
37 0 70 23.4493 0.85699999999999998 4.1379999999999999 75.947
38 0 67 25.5354 0.85499999999999998 3.7269999999999999 41.851
39 0 74 24.7409 0.95899999999999996 3.9670000000000001 42.293
40 0 73 22.2291 1.036 4.4379999999999997 40.222
41 0 74 34.4753 1.0920000000000001 7.2709999999999999 45.434
42 1 68 32.1929 . 4.2690000000000001 50.841
43 0 80 23.3355 0.75900000000000001 4.8559999999999999 31.114
44 0 78 22.7903 0.75700000000000001 4.8310000000000004 73.343
45 1 79 24.6097 0.67100000000000004 4.87 69.924
46 0 72 27.5802 0.81399999999999995 3.012 27.088
47 1 67 30.1205 1.101 7.5380000000000003 35.487
48 0 70 25.8166 0.81799999999999995 3.5640000000000001 36.001
49 0 69 30.4218 1.0880000000000001 3.8260000000000001 33.833
50 0 67 28.7132 0.93400000000000005 3.996 56.167
51 0 74 34.5429 0.96899999999999997 6.7619999999999996 43.099
52 0 71 24.6097 0.79400000000000004 4.3499999999999996 39.023
53 0 67 23.5294 0.83 3.1760000000000002 36.595
54 0 67 25.6173 1.0569999999999999 3.738 32.550
55 0 65 25.3086 1.1599999999999999 3.06 44.757
56 0 66 24.8358 0.81100000000000005 3.2629999999999999 26.941
57 0 69 22.3094 0.97699999999999998 3.1059999999999999 27.951
58 0 72 26.5285 1.0629999999999999 6.97 41.188
59 0 75 25.8546 1.091 4.798 36.045
60 0 70 20.6790 0.74099999999999999 3.9079999999999999 30.198
61 0 74 28.3675 1.0449999999999999 4.7839999999999998 31.339
62 0 71 29.0688 1.0660000000000001 4.5270000000000001 24.252
63 0 65 23.9995 0.84099999999999997 3.089 79.910
64 0 77 22.9819 1.0149999999999999 4.0410000000000004 57.147
65 1 67 33.3598 1.129 7.2389999999999999 67.103
66 0 66 27.1314 1.03 4.0960000000000001 29.435
67 0 70 24.7676 0.89600000000000002 4.3520000000000003 44.291
68 0 70 24.4193 1.1060000000000001 2.823 37.348
69 0 69 28.2570 0.86899999999999999 2.9740000000000002 46.229
70 1 65 23.6614 0.83699999999999997 2.6890000000000001 28.738
71 1 75 26.0262 0.92100000000000004 3.9169999999999998 29.667
72 0 67 26.5731 1.1180000000000001 3.8319999999999999 50.292
73 0 67 24.8591 0.76500000000000001 7.1120000000000001 45.778
74 0 73 22.5710 0.752 4.2489999999999997 39.950
75 1 63 31.8342 1.2509999999999999 7.3029999999999999 48.697
76 1 72 24.8016 0.83899999999999997 3.86 41.055
77 0 73 25.0574 0.66200000000000003 3.1379999999999999 36.312
78 0 69 23.9512 0.84399999999999997 4.069 39.926
79 0 75 23.4586 0.85199999999999998 4.1760000000000002 51.394
80 0 65 28.7347 0.79500000000000004 3.3279999999999998 27.679
81 0 71 25.3350 0.86699999999999999 2.3490000000000002 36.506
82 0 66 28.0899 0.997 4.1710000000000003 53.094
83 0 66 25.5650 0.82699999999999996 4.569 25.157
84 0 71 28.7274 1.0229999999999999 4.1109999999999998 19.557
85 0 73 32.4074 1.0660000000000001 5.68 36.995
86 0 64 27.9155 0.874 4.298 43.872
87 0 68 25.5937 0.88200000000000001 4.056 30.523
88 1 67 28.0428 0.71799999999999997 9.7390000000000008 66.974
89 0 66 30.7174 0.85599999999999998 4.18 34.597
90 0 77 28.3737 1.052 3.7370000000000001 28.102
91 0 75 28.6990 0.92900000000000005 3.5270000000000001 23.008
92 0 67 29.1687 0.95299999999999996 3.593 16.132
93 0 73 27.4145 0.78400000000000003 4.3319999999999999 47.410
94 0 68 29.0688 1.1200000000000001 6.51 45.674
95 0 70 26.1738 1.04 3.161 36.302
96 0 66 30.1038 1.028 3.93 38.301
97 0 77 24.6559 0.88400000000000001 3.88 36.560
98 1 71 25.3934 0.94299999999999995 4.6920000000000002 69.500
99 0 74 26.4721 1.075 4.5609999999999999 25.948
100 0 70 29.0253 1.0569999999999999 3.7090000000000001 41.322
101 0 78 29.0253 1.0980000000000001 5.2469999999999999 23.896
102 0 76 26.2346 1.014 3.9580000000000002 24.344
103 1 64 26.4915 0.998 4.218 29.390
104 0 67 27.0416 0.90500000000000003 3.5529999999999999 23.020
105 0 66 22.7732 0.627 2.3330000000000002 53.621
106 0 70 30.5241 1.052 5.4249999999999998 44.352
107 0 66 25.3069 1.0860000000000001 4.9450000000000003 64.788
108 1 65 22.3863 0.81799999999999995 3.786 96.360
109 1 64 34.0136 1.0660000000000001 5.7919999999999998 37.473
110 1 70 26.5668 1.198 7.2569999999999997 28.406
111 1 70 27.6361 0.92600000000000005 5.7460000000000004 17.228
112 0 70 25.4017 1.1930000000000001 2.4369999999999998 35.432
113 0 68 30.3673 0.93799999999999994 2.6579999999999999 32.293
114 0 67 28.0428 0.86299999999999999 4.2460000000000004 48.702
115 1 73 27.7778 0.79900000000000004 3.9340000000000002 26.709
116 0 71 29.0006 0.96899999999999997 4.0540000000000003 22.769
117 1 71 35.2941 0.93100000000000005 3.6309999999999998 18.629
118 0 75 29.3658 1.071 4.2220000000000004 36.555
119 0 76 26.2649 1.161 2.548 24.217
120 0 71 25.6055 0.78600000000000003 3.8319999999999999 32.023
121 0 73 29.9136 0.83899999999999997 4.2149999999999999 26.507
122 0 64 34.5271 1.042 6.4359999999999999 53.080
123 0 70 33.4554 0.97599999999999998 4.5410000000000004 26.619
124 0 80 29.0688 0.76500000000000001 3.9980000000000002 67.388
125 0 67 25.7276 1.2769999999999999 3.8769999999999998 22.159
126 0 68 25.6801 1.097 3.782 42.286
127 0 66 25.9701 0.79300000000000004 2.9910000000000001 38.673
128 0 64 26.4490 0.98899999999999999 3.1960000000000002 31.456
129 1 69 28.6990 0.82199999999999995 3.5649999999999999 45.044
130 0 69 25.6173 0.94399999999999995 6.5119999999999996 49.557
131 0 67 30.3871 1.2450000000000001 3.6030000000000002 46.769
132 0 67 33.6901 1.1419999999999999 3.6659999999999999 38.839
133 0 68 28.4005 0.86 2.89 32.140
134 1 59 25.4017 1.1719999999999999 . 104.579
135 0 66 22.5710 0.95599999999999996 3.3540000000000001 36.253
136 1 71 24.4473 0.91800000000000004 4.633 53.881
137 0 64 38.0762 1.0860000000000001 5.0430000000000001 32.835
138 1 80 23.3887 0.875 4.0860000000000003 23.837
139 0 67 25.9455 0.98299999999999998 4.3280000000000003 71.334

Thông tin tổng quan

  • XÁC ĐỊNH BỘ DỮ LIỆU CÓ THUỘC DẠNG FRAME HAY KHÔNG
is.data.frame(nv2)
## [1] TRUE
  • ĐỘ DÀI CỦA BỘ DỮ LIỆU LÀ BAO NHIÊU
length(nv2)
## [1] 7
  • BỘ DỮ LIỆUC CÓ BAO NHIÊU BIẾN VÀ TỪNG BIẾN TÊN GÌ
names(nv2)
## [1] "id"   "fx"   "age"  "bmi"  "bmd"  "ictp" "pinp"
  • CHO BIẾT SỐ HÀNG SỐ CỘT CỦA BỘ DỮ LIỆU
dim(nv2)
## [1] 139   7
  • CÀI ĐẶT LỆNH VÀ CHẠY SKIMS
library(skimr)
skim(nv2)
Data summary
Name nv2
Number of rows 139
Number of columns 7
_______________________
Column type frequency:
character 2
numeric 5
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
bmd 0 1 1 19 0 121 0
ictp 0 1 1 18 0 136 0

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
id 0 1 70.00 40.27 1.00 35.50 70.00 104.50 139.00 ▇▇▇▇▇
fx 0 1 0.27 0.45 0.00 0.00 0.00 1.00 1.00 ▇▁▁▁▃
age 0 1 71.05 5.27 59.00 67.00 70.00 74.00 89.00 ▂▇▃▂▁
bmi 0 1 26.48 3.43 19.37 24.32 25.82 28.53 38.08 ▂▇▅▁▁
pinp 0 1 40.68 15.12 16.13 29.65 37.53 46.50 104.58 ▆▇▂▁▁
  • Các dữ liệu gồm: tên, số hàng, số cột, định dạng dữ liệu, dữ liệu trống, trung bình, độ lệch chuẩn, phân vị, biểu đồ

  • n_missing: số ô dữ liệu bị miss(trống)

  • complete_rate: tỷ lệ ô có dữ liệu

  • mean: trung bình

  • sd: độ lệch chuẩn

  • p0: giá trị nhỏ nhất

  • p25: Phân vị thứ nhất

  • p50: Phân vị thứ hai cũng chính là trung vị

  • p75: phân vị thứ ba

  • p100: giá trị lớn nhất

  • hist: biểu đồ Histogram

  • Các dữ liệu gồm: tên, số hàng, số cột, định dạng dữ liệu, dữ liệu trống, trung bình, độ lệch chuẩn, phân vị, biểu đồ

Thông tin mở rộng của bộ dữ liệu

  • XUẤT 2 DÒNG ĐẦU CỦA BỘ DỮ LIỆU
head(nv2,2)
id fx age bmi bmd ictp pinp
1 1 79 24.7252 0.81799999999999995 9.17 37.383
2 1 89 25.9909 0.871 7.5609999999999999 24.685
  • XUẤT 2 DÒNG CUỐI CỦA BỘ DỮ LIỆU
tail(nv2,2)
id fx age bmi bmd ictp pinp
138 138 1 80 23.3887 0.875 4.0860000000000003 23.837
139 139 0 67 25.9455 0.98299999999999998 4.3280000000000003 71.334
  • STUCTURE XEM CẤU TRÚC CỦA BỘ DỮ LIỆU
str(nv2)
## 'data.frame':    139 obs. of  7 variables:
##  $ id  : num  1 2 3 4 5 6 7 8 9 10 ...
##  $ fx  : num  1 1 1 1 1 0 0 0 0 0 ...
##  $ age : num  79 89 70 88 85 68 70 69 74 79 ...
##  $ bmi : num  24.7 26 25.4 23.2 24.6 ...
##  $ bmd : chr  "0.81799999999999995" "0.871" "1.3580000000000001" "0.71399999999999997" ...
##  $ ictp: chr  "9.17" "7.5609999999999999" "5.3470000000000004" "7.3540000000000001" ...
##  $ pinp: num  37.4 24.7 40.6 56.8 58.4 ...

Kiểm tra tính hoàn chỉnh của dữ liệu

  • XÁC ĐỊNH DỮ LIỆU TRỐNG

false là ô có dữ liệu, true là ô trống

is.na(nv2)
##        id    fx   age   bmi   bmd  ictp  pinp
## 1   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 2   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 3   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 4   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 5   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 6   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 7   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 8   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 9   FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 10  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 11  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 12  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 13  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 14  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 15  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 16  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 17  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 18  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 19  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 20  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 21  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 22  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 23  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 24  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 25  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 26  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 27  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 28  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 29  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 30  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 31  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 32  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 33  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 34  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 35  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 36  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 37  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 38  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 39  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 40  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 41  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 42  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 43  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 44  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 45  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 46  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 47  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 48  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 49  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 50  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 51  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 52  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 53  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 54  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 55  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 56  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 57  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 58  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 59  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 60  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 61  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 62  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 63  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 64  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 65  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 66  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 67  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 68  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 69  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 70  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 71  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 72  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 73  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 74  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 75  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 76  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 77  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 78  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 79  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 80  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 81  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 82  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 83  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 84  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 85  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 86  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 87  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 88  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 89  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 90  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 91  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 92  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 93  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 94  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 95  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 96  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 97  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 98  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 99  FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 100 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 101 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 102 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 103 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 104 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 105 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 106 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 107 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 108 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 109 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 110 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 111 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 112 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 113 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 114 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 115 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 116 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 117 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 118 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 119 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 120 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 121 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 122 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 123 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 124 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 125 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 126 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 127 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 128 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 129 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 130 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 131 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 132 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 133 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 134 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 135 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 136 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 137 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 138 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## 139 FALSE FALSE FALSE FALSE FALSE FALSE FALSE
  • KIỂM TRA CÓ BAO NHIÊU CHỖ MÀ DỮ LIỆU BỊ MISSING
sum(is.na(nv2))
## [1] 0
  • BỘ DỮ LIỆU BỊ MISSING NHỮNG CHỖ NÀO
which(is.na(nv2))
## integer(0)

Các thao tác rút trích dữ liệu

  • Ta đổi tên các biến để thuận tiện cho việc thao tác trên dữ liệu
names(nv2) <- c("i1","f","a","b1","b2","i2","i3")
str(nv2)
## 'data.frame':    139 obs. of  7 variables:
##  $ i1: num  1 2 3 4 5 6 7 8 9 10 ...
##  $ f : num  1 1 1 1 1 0 0 0 0 0 ...
##  $ a : num  79 89 70 88 85 68 70 69 74 79 ...
##  $ b1: num  24.7 26 25.4 23.2 24.6 ...
##  $ b2: chr  "0.81799999999999995" "0.871" "1.3580000000000001" "0.71399999999999997" ...
##  $ i2: chr  "9.17" "7.5609999999999999" "5.3470000000000004" "7.3540000000000001" ...
##  $ i3: num  37.4 24.7 40.6 56.8 58.4 ...
  • LẤY HÀNG 5 CỘT 3 CỦA BỘ DỮ LIỆU VÀ GÁN VÀO q
q <- nv2[5,3]
str(q)
##  num 85
  • LẤY GIÁ TRỊ CỘT 2 CỦA BẢNG DỮ LIỆU VÀ GÁN VÀO w
w <- nv2[,2]
str(w)
##  num [1:139] 1 1 1 1 1 0 0 0 0 0 ...
  • LẤY GIÁ TRỊ HÀNG 4 CỦA BẢNG DỮ LIỆU VÀ GÁN VÀO e
e <- nv2[4,]
str(e)
## 'data.frame':    1 obs. of  7 variables:
##  $ i1: num 4
##  $ f : num 1
##  $ a : num 88
##  $ b1: num 23.2
##  $ b2: chr "0.71399999999999997"
##  $ i2: chr "7.3540000000000001"
##  $ i3: num 56.8
  • LẤY CỘT 1,3 CỦA BỘ DỮ LIỆU VÀ GÁN VÀO nv21
nv21 <- nv2[ , c(1,3)]
str(nv21)
## 'data.frame':    139 obs. of  2 variables:
##  $ i1: num  1 2 3 4 5 6 7 8 9 10 ...
##  $ a : num  79 89 70 88 85 68 70 69 74 79 ...
  • LẤY HÀNG TỪ 2 ĐẾN 5 CỦA BỘ DỮ LIỆU VÀ GÁN VÀO nv21
nv21 <- nv2[ 2:5 ]
str(nv21)
## 'data.frame':    139 obs. of  4 variables:
##  $ f : num  1 1 1 1 1 0 0 0 0 0 ...
##  $ a : num  79 89 70 88 85 68 70 69 74 79 ...
##  $ b1: num  24.7 26 25.4 23.2 24.6 ...
##  $ b2: chr  "0.81799999999999995" "0.871" "1.3580000000000001" "0.71399999999999997" ...
  • LẤY HÀNG 1,3,5,7 CỦA BỘ DỮ LIỆU VÀ GÁN VÀO nv22
nv22 <- nv2[c(1,3,5,7),]
str(nv22)
## 'data.frame':    4 obs. of  7 variables:
##  $ i1: num  1 3 5 7
##  $ f : num  1 1 1 0
##  $ a : num  79 70 85 70
##  $ b1: num  24.7 25.4 24.6 19.9
##  $ b2: chr  "0.81799999999999995" "1.3580000000000001" "0.748" "1.04"
##  $ i2: chr  "9.17" "5.3470000000000004" "6.76" "4.3209999999999997"
##  $ i3: num  37.4 40.6 58.4 26.4
  • LẤY HÀNG CÓ CHỈ SỐ BMD >= 1.2
j <-nv2[ nv2$b2 >= 1.2,]
str(j)
## 'data.frame':    4 obs. of  7 variables:
##  $ i1: num  3 75 125 131
##  $ f : num  1 1 0 0
##  $ a : num  70 63 67 67
##  $ b1: num  25.4 31.8 25.7 30.4
##  $ b2: chr  "1.3580000000000001" "1.2509999999999999" "1.2769999999999999" "1.2450000000000001"
##  $ i2: chr  "5.3470000000000004" "7.3029999999999999" "3.8769999999999998" "3.6030000000000002"
##  $ i3: num  40.6 48.7 22.2 46.8
  • LẤY HÀNG CÓ ĐỘ TUỔI 65 VÀ 71
nv2[nv2$a==71|nv2$a==65,]
i1 f a b1 b2 i2 i3
20 20 0 71 27.1314 0.79 4.476 38.173
26 26 0 71 22.0384 0.81100000000000005 4.2859999999999996 30.380
36 36 0 65 23.7812 0.91200000000000003 4.7039999999999997 39.254
52 52 0 71 24.6097 0.79400000000000004 4.3499999999999996 39.023
55 55 0 65 25.3086 1.1599999999999999 3.06 44.757
62 62 0 71 29.0688 1.0660000000000001 4.5270000000000001 24.252
63 63 0 65 23.9995 0.84099999999999997 3.089 79.910
70 70 1 65 23.6614 0.83699999999999997 2.6890000000000001 28.738
80 80 0 65 28.7347 0.79500000000000004 3.3279999999999998 27.679
81 81 0 71 25.3350 0.86699999999999999 2.3490000000000002 36.506
84 84 0 71 28.7274 1.0229999999999999 4.1109999999999998 19.557
98 98 1 71 25.3934 0.94299999999999995 4.6920000000000002 69.500
108 108 1 65 22.3863 0.81799999999999995 3.786 96.360
116 116 0 71 29.0006 0.96899999999999997 4.0540000000000003 22.769
117 117 1 71 35.2941 0.93100000000000005 3.6309999999999998 18.629
120 120 0 71 25.6055 0.78600000000000003 3.8319999999999999 32.023
136 136 1 71 24.4473 0.91800000000000004 4.633 53.881
  • LẤY CÁC QUAN SÁT CÓ CHỈ SỐ ICTP TỪ 4.13 ĐẾN 4.2222
nv2[nv2$i2 > 4.13&nv2$i2 < 4.22,]
i1 f a b1 b2 i2 i3
8 8 0 69 25.0593 1.002 4.2119999999999997 47.515
16 16 0 67 32.1120 1.119 4.16 60.356
18 18 0 69 23.8895 0.89300000000000002 4.2030000000000003 27.334
32 32 0 79 23.5102 0.73799999999999999 4.1929999999999996 65.640
37 37 0 70 23.4493 0.85699999999999998 4.1379999999999999 75.947
79 79 0 75 23.4586 0.85199999999999998 4.1760000000000002 51.394
82 82 0 66 28.0899 0.997 4.1710000000000003 53.094
89 89 0 66 30.7174 0.85599999999999998 4.18 34.597
103 103 1 64 26.4915 0.998 4.218 29.390
121 121 0 73 29.9136 0.83899999999999997 4.2149999999999999 26.507

NHIỆM VỤ 2.2

Mô Tả Bộ Dữ Liệu

Bộ dữ liệu Population census commune in Thailan 2008 là dữ liệu thống kê các thị xã ở thái lan năm 2008.Bộ dữ liệu phân tích các chỉ số như sau:

  • MALES : Giới tính nam

  • FEMALES : Giới tính nữ

  • DENSITY : Mật độ dân số

  • URBAN : Số dân thành thị

  • SEXRATIO : Tỷ lệ giới tính

  • DEPENDENCY : Tỷ lệ phụ thuộc quốc gia

  • BUDDHIST : Tín đồ đạo Phật

  • MUSLIM : Tín đồ hồi Giáo

  • CHRISTIAN : Người theo đạo Thiên Chúa

  • AREA : Diện tích

Bộ dữ liệu bao gồm 12 biến và 1621 quan sát

  • Đọc bộ dữ liệu
tn <- read.csv("C:/Users/Public/commune2008thailan_1622obs141vari.csv")
table <- knitr::kable(tn)
tn
COMM_CODE COMM_NAME MALES FEMALES DENSITY URBAN SEXRATIO DEPENDENCY BUDDHIST MUSLIM CHRISTIAN AREA
160801 Ta Veaeng Leu 1613 1689 1.9 0 95.5 79.9 1069 0 27 1.71431e+03
190303 Santepheap 1482 1653 1.6 0 89.7 88.2 943 3 0 1.96187e+03
190305 Thma Kaev 1371 1410 7.4 0 97.2 83.6 2779 2 0 3.75493e+02
160802 Ta Veaeng Kraom 1281 1252 4.5 0 102.3 87.1 157 0 75 5.58446e+02
220405 Ou Smach 4564 4717 439.9 0 96.8 44.5 9201 18 54 2.10973e+01
220403 Kriel 6732 6502 12.2 0 103.5 70.7 13206 6 22 1.08737e+03
130306 Kantuot 3387 3225 6.9 0 105.0 62.7 6546 60 5 9.60360e+02
130301 Choam Khsant 2756 2668 15.4 0 103.3 65.9 5394 18 11 3.52330e+02
220503 Ou Svay 2804 2530 32.9 0 110.8 75.2 5332 2 0 1.61907e+02
160910 Veun Sai 1642 1643 9.3 0 99.9 89.6 2643 4 0 3.54871e+02
220203 Kouk Khpos 2309 2258 16.8 0 102.3 75.5 4567 0 0 2.71217e+02
220502 Ph’av 2154 1972 8.8 0 109.2 77.7 4117 6 3 4.70174e+02
220504 Preah Pralay 1496 1356 41.9 0 110.3 69.0 2845 0 7 6.81364e+01
220104 Trapeang Prei 4177 4224 74.0 0 98.9 61.6 8390 2 9 1.13560e+02
190301 Preaek Meas 1568 1629 4.3 0 96.3 95.1 3182 0 15 7.48050e+02
220103 Trapeang Tav 3989 3739 22.7 0 106.7 70.7 7707 3 17 3.39794e+02
160905 Kaoh Pang 357 390 2.0 0 91.5 91.5 33 0 0 3.68020e+02
220204 Kouk Mon 5465 5458 40.3 0 100.1 66.9 10919 3 1 2.70759e+02
220101 Anlong Veaeng 6544 6124 32.3 0 106.9 60.6 12636 13 19 3.91912e+02
130302 Tuek Kraham 2001 1902 5.9 0 105.2 69.7 3893 0 10 6.65692e+02
220201 Ampil 6230 6285 34.3 0 99.1 60.4 12505 10 0 3.64619e+02
160907 Kok Lak 832 880 5.8 0 94.5 108.8 21 0 44 2.95866e+02
220505 Tumnob Dach 1688 1567 22.2 0 107.7 69.4 3249 6 0 1.46456e+02
220401 Bansay Reak 2887 2756 48.2 0 104.8 73.5 5634 0 9 1.17020e+02
220105 Thlat 1814 1689 16.6 0 107.4 68.3 3502 1 0 2.10683e+02
220501 Bak Anlung 872 865 12.6 0 100.8 80.0 1736 1 0 1.38282e+02
220106 Lumtong 3456 3289 14.1 0 105.1 72.8 6743 2 0 4.76874e+02
10701 Banteay Chhmar 6794 6768 29.5 0 100.4 60.0 13539 18 2 4.60166e+02
130304 Rumdaoh Srae 1721 1824 11.1 0 94.4 67.0 3543 1 0 3.19069e+02
130305 Yeang 1852 1944 5.6 0 95.3 87.5 3795 1 0 6.79143e+02
220404 Samraong 9475 9219 196.1 100 102.8 62.4 18680 7 6 9.53089e+01
220506 Trapeang Prasat 7973 7329 30.5 0 108.8 65.3 15277 17 8 5.00998e+02
220402 Bos Sbov 2227 2335 46.4 0 95.4 64.0 4560 0 2 9.84153e+01
130303 Pring Thum 939 1026 2.5 0 91.5 71.5 1965 0 0 7.93132e+02
220202 Beng 6439 6561 41.4 0 98.1 63.5 12993 5 0 3.13992e+02
130207 Kampong Sralau Muoy 1377 1377 4.4 0 100.0 91.2 2751 2 1 6.22628e+02
190302 Sekong 2601 2626 6.8 0 99.0 82.4 4936 8 96 7.73244e+02
160103 Nhang 2770 2789 11.0 0 99.3 87.9 314 2 294 5.04854e+02
220302 Chong Kal 3617 4034 26.3 0 89.7 74.8 7636 4 11 2.90536e+02
220304 Pongro 2449 2587 11.1 0 94.7 79.6 5034 1 0 4.55496e+02
130406 Srayang 3694 3631 6.6 0 101.7 69.1 7308 15 2 1.11159e+03
220303 Krasang 2427 2683 38.5 0 90.5 66.8 5107 3 0 1.32844e+02
190304 Srae Sambour 1987 1996 5.7 0 99.5 89.7 3983 0 0 7.00651e+02
160906 Kaoh Peak 1257 1292 16.4 0 97.3 96.5 882 0 1 1.55760e+02
130203 Sangkae Muoy 670 676 4.1 0 99.1 99.7 1345 1 0 3.29254e+02
130205 Mlu Prey Muoy 829 866 5.1 0 95.7 97.1 1681 8 6 3.32401e+02
10702 Kouk Romiet 8760 8866 78.0 0 98.8 61.0 17598 21 7 2.25996e+02
10706 Kumru 3797 3947 106.5 0 96.2 50.2 7689 5 50 7.26858e+01
130208 Kampong Sralau Pir 863 897 8.8 0 96.2 102.1 1759 1 0 1.99454e+02
130202 Chhaeb Pir 1299 1342 5.1 0 96.8 108.3 2638 2 0 5.22807e+02
160104 Ta Lav 1042 1086 10.6 0 95.9 87.8 508 0 200 2.01491e+02
10704 Thma Puok 3885 4343 61.8 0 89.5 48.5 8228 0 0 1.33170e+02
10301 Nam Tau 4740 5292 54.0 0 89.6 58.6 10025 7 0 1.85935e+02
160908 Pa Kalan 640 627 6.7 0 102.1 79.2 1264 0 0 1.90087e+02
160904 Ka Choun 933 984 23.3 0 94.8 81.2 303 1 0 8.21052e+01
130402 Kuleaen Cheung 1711 1749 10.1 0 97.8 62.1 3451 9 0 3.41466e+02
160901 Ban Pong 1133 1138 33.7 0 99.6 79.8 2240 10 1 6.72939e+01
160602 Pouy 1227 1259 23.1 0 97.5 80.4 183 0 31 1.07400e+02
220301 Cheung Tien 1858 2094 42.0 0 88.7 67.7 3949 2 1 9.40161e+01
171206 Slaeng Spean 4290 4484 38.8 0 95.7 84.0 8769 3 2 2.26221e+02
10302 Paoy Char 4513 4898 38.2 0 92.1 53.5 9405 6 0 2.46330e+02
171405 Varin 3174 3376 32.4 0 94.0 94.6 6548 1 1 2.01939e+02
171402 Lvea Krang 1461 1502 22.3 0 97.3 91.7 2958 0 5 1.33099e+02
171403 Srae Nouy 6464 6336 25.2 0 102.0 78.1 12792 5 1 5.07359e+02
160909 Phnum Kok 673 675 7.1 0 99.7 88.3 741 0 115 1.89465e+02
171302 Kantuot 1273 1201 2.9 0 106.0 75.3 2469 1 4 8.52544e+02
10705 Kouk Kakthen 3350 3586 52.7 0 93.4 55.3 6935 0 0 1.31554e+02
10303 Ponley 5330 5785 92.7 0 92.1 58.3 11109 4 2 1.19866e+02
130403 Thmei 1727 1620 12.0 0 106.6 82.8 3311 5 31 2.79124e+02
10703 Phum Thmei 3459 3634 107.4 0 95.2 44.2 7092 1 0 6.60654e+01
10804 Svay Chek 4355 4630 42.7 0 94.1 55.6 8981 1 3 2.10309e+02
10807 Treas 4587 5123 59.4 0 89.5 45.6 9705 0 5 1.63507e+02
160607 L’ak 1204 1251 20.5 0 96.2 77.0 121 0 7 1.19666e+02
190508 Preah Rumkel 2297 2453 13.3 0 93.6 82.5 4749 1 0 3.56394e+02
130704 Pou 1176 1186 19.1 0 99.2 77.5 2352 10 0 1.23676e+02
130703 Chhean Mukh 1170 1042 15.6 0 112.3 79.0 2082 3 127 1.41834e+02
130705 Prame 1027 1147 8.5 0 89.5 81.8 2133 1 39 2.56634e+02
190507 Ou Svay 1551 1671 27.5 0 92.8 79.8 3221 1 0 1.17360e+02
190404 Sameakki 2984 3055 11.8 0 97.7 70.7 6038 0 1 5.12677e+02
160101 Malik 1401 1277 20.4 0 109.7 77.7 1469 0 1 1.31521e+02
160604 Kalai 648 672 21.5 0 96.4 76.0 86 0 13 6.12661e+01
171201 Chrouy Neang Nguon 3047 3358 82.7 0 90.7 79.1 6404 0 1 7.74365e+01
160605 Ou Chum 2174 2182 36.5 0 99.6 82.4 1060 4 60 1.19201e+02
171202 Klang Hay 1187 1424 79.7 0 83.4 69.0 2611 0 0 3.27463e+01
171401 Prasat 2542 2500 30.2 0 101.7 71.6 5042 0 0 1.67127e+02
160606 Sameakki 1234 1133 33.6 0 108.9 70.5 611 14 3 7.03982e+01
190107 Ta Lat 1644 1646 6.3 0 99.9 79.5 3290 0 0 5.23326e+02
160903 Hat Pak 641 712 9.3 0 90.0 98.4 1293 0 0 1.45959e+02
171205 Prei 1606 1953 76.8 0 82.2 66.2 3558 1 0 4.63247e+01
190505 Anlong Chrey 1203 1284 4.0 0 93.7 92.0 2487 0 0 6.21607e+02
10801 Phkoam 4580 4696 104.6 0 97.5 64.7 9253 1 22 8.86794e+01
130201 Chhaeb Muoy 1650 1756 9.0 0 94.0 81.1 3404 1 0 3.80274e+02
190509 Sam’ang 737 788 4.1 0 93.5 81.1 1525 0 0 3.71514e+02
170106 Srae Khvav 3607 4150 74.2 0 86.9 78.5 7754 0 3 1.04597e+02
160706 Saom Thum 1423 1538 28.6 0 92.5 75.4 290 62 368 1.03443e+02
160301 Kak 1379 1364 28.6 0 101.1 80.7 587 38 25 9.58825e+01
160302 Ke Chong 1777 1740 33.6 0 102.1 88.0 197 5 18 1.04816e+02
10803 Sla Kram 4750 4985 57.8 0 95.3 57.6 9729 4 2 1.68453e+02
10808 Roluos 1598 1822 120.0 0 87.7 50.4 3381 33 6 2.84974e+01
190105 Sdau 906 884 5.9 0 102.5 78.6 1786 4 0 3.04330e+02
190104 Samkhuoy 1301 1218 12.4 0 106.8 72.9 2509 4 0 2.03511e+02
190106 Srae Kor 857 850 4.3 0 100.8 58.3 1695 12 0 3.99105e+02
130802 Pal Hal 5378 5122 39.8 0 105.0 67.3 10297 111 89 2.63837e+02
10306 Phnum Dei 3388 3997 124.4 0 84.8 66.8 7367 2 14 5.93869e+01
130801 Kampong Pranak 5508 5171 503.0 100 106.5 54.0 10431 182 64 2.12317e+01
130401 Kuleaen Tboung 1849 1864 49.5 0 99.2 61.3 3689 16 8 7.50545e+01
10509 Ou Bei Choan 5344 5313 117.7 0 100.6 67.1 10601 1 55 9.05196e+01
171404 Svay sa 2195 2476 52.6 0 88.7 78.2 4658 0 13 8.88244e+01
10806 Ta Phou 3331 3498 85.6 0 95.2 48.6 6827 0 1 7.98179e+01
160705 Sesant 666 693 31.0 0 96.1 82.4 47 0 10 4.38168e+01
160404 Teun 1488 1593 10.2 0 93.4 78.8 899 306 3 3.01980e+02
171203 Tram Sasar 2586 2918 62.1 0 88.6 90.1 5500 1 3 8.86619e+01
160601 Cha Ung 1290 1271 45.3 0 101.5 84.1 318 0 13 5.65449e+01
171204 Moung 2134 2372 52.3 0 90.0 83.1 4504 2 0 8.61862e+01
10802 Sarongk 2123 2231 92.5 0 95.2 56.6 4354 0 0 4.70745e+01
160403 Ta Ang 1282 1264 15.7 0 101.4 79.2 638 21 34 1.62067e+02
10805 Ta Baen 1580 1707 121.3 0 92.6 52.7 3287 0 0 2.70958e+01
130404 Phnum Penh 1720 1803 36.8 0 95.4 75.1 3522 1 0 9.56781e+01
10305 Srah Chik 2715 3094 67.3 0 87.8 62.7 5791 4 14 8.62706e+01
130206 Mlu Prey Pir 832 859 18.7 0 96.9 99.9 1690 0 1 9.02283e+01
10304 Spean Sraeng 1434 1749 49.3 0 82.0 83.1 3181 0 0 6.45618e+01
190504 Kaoh Snaeng 1190 1222 16.9 0 97.4 82.0 2411 1 0 1.42402e+02
160603 Aekakpheap 1220 1217 102.9 0 100.2 83.0 335 1 16 2.36861e+01
160406 Trapeang Kraham 1105 985 4.5 0 112.2 76.2 2076 0 14 4.64653e+02
160703 Pak Nhai 1584 1450 14.7 0 109.2 82.7 786 0 751 2.06760e+02
130405 Phnum Tbaeng Pir 1728 1728 12.1 0 100.0 80.0 3453 0 2 2.85159e+02
160306 Ting Chak 1562 1502 65.1 0 104.0 77.8 877 4 0 4.70415e+01
171305 Ta Siem 2380 2274 11.7 0 104.7 82.6 4648 0 5 3.96568e+02
160702 Lum Choar 1444 1314 35.3 0 109.9 73.1 1201 174 153 7.82017e+01
170102 Doun Peaeng 2844 3216 95.2 0 88.4 66.3 6056 1 3 6.36793e+01
170302 Khun Ream 3426 3265 31.6 0 104.9 71.7 6681 2 8 2.12032e+02
160203 Yeak Laom 1321 1348 46.5 0 98.0 80.0 1715 39 83 5.73735e+01
10507 Soengh 2961 3090 67.3 0 95.8 53.2 6003 11 30 8.99743e+01
130204 Sangkae Pir 694 744 23.3 0 93.3 101.1 1436 2 0 6.18184e+01
160202 Labansiek 10136 9181 1654.7 100 110.4 49.7 18114 546 404 1.16737e+01
170103 Kouk Doung 6290 6897 91.4 0 91.2 77.2 13185 2 0 1.44340e+02
170607 Saen Sokh 3741 4016 123.4 0 93.2 65.8 7755 2 0 6.28370e+01
10407 Tean Kam 1553 1762 55.6 0 88.1 59.2 3303 0 12 5.95739e+01
160303 Laming 2444 2304 87.7 0 106.1 63.5 3489 11 6 5.41373e+01
130102 Tasu 1143 1160 16.1 0 98.5 82.3 2300 1 1 1.43215e+02
170104 Koul 1419 1755 247.0 0 80.9 63.3 3174 0 0 1.28487e+01
160201 Kachanh 3640 3356 52.7 0 108.5 67.8 5554 225 42 1.32646e+02
11002 Paoy Paet 44628 44921 927.8 100 99.3 49.2 88423 820 272 9.65125e+01
10409 Bos Sbov 5300 5538 96.4 0 95.7 64.2 10826 5 7 1.12457e+02
190103 Phluk 661 648 3.7 0 102.0 70.4 1308 1 0 3.55656e+02
170604 Krouch Kor 1767 2122 126.6 0 83.3 72.5 3887 2 0 3.07272e+01
11001 Nimitt 9038 9402 108.9 0 96.1 64.6 17975 373 89 1.69298e+02
10402 Chob Veari 6429 6528 154.4 0 98.5 65.3 12920 16 21 8.39131e+01
170107 Ta Saom 3875 4423 172.5 0 87.6 66.1 8296 1 1 4.81145e+01
10501 Changha 2811 3119 89.4 0 90.1 52.9 5924 0 6 6.63226e+01
10604 Mkak 3365 3747 99.0 0 89.8 60.9 7082 3 27 7.18535e+01
130603 Phnum Tbaeng Muoy 882 922 12.5 0 95.7 64.6 1790 14 0 1.44318e+02
170101 Char Chhuk 3765 4327 158.2 0 87.0 59.0 8068 18 6 5.11581e+01
130706 Preah Khleang 1441 1329 22.8 0 108.4 79.8 2753 6 10 1.21550e+02
160707 Ya Tung 1147 1171 5.3 0 98.0 81.4 138 0 121 4.41198e+02
160304 Lung Khung 1567 1535 26.1 0 102.1 83.9 502 2 0 1.18993e+02
160405 Trapeang Chres 2592 2236 18.8 0 115.9 81.0 4828 0 0 2.56310e+02
10506 Souphi 1995 2108 52.2 0 94.6 62.1 4087 3 13 7.86003e+01
10502 Koub 3826 4033 101.4 0 94.9 67.4 7760 27 71 7.74890e+01
160504 La Bang Pir 577 576 34.3 0 100.2 76.8 195 0 0 3.36131e+01
170201 Chob Ta Trav 1870 1937 40.4 0 96.5 88.5 3768 0 28 9.41944e+01
170601 Chonloas Dai 3458 3681 99.2 0 93.9 55.7 7136 3 0 7.19716e+01
170203 Peak Snaeng 2470 2733 39.5 0 90.4 89.5 5203 0 0 1.31785e+02
10406 Rohal 4237 4232 55.9 0 100.1 64.2 8465 3 0 1.51471e+02
160305 Seung 1469 1310 59.8 0 112.1 75.7 357 28 0 4.64645e+01
130602 Ro’ang 2342 2352 41.0 0 99.6 73.6 4694 0 0 1.14446e+02
130103 Khyang 1943 1889 37.1 0 102.9 79.3 3828 4 0 1.03257e+02
160704 Pate 954 986 4.1 0 96.8 91.9 182 9 267 4.77039e+02
170610 Ta an 1556 1821 138.4 0 85.4 75.3 3377 0 0 2.44082e+01
170608 Snuol 2819 3293 82.8 0 85.6 65.2 6112 0 0 7.38234e+01
190510 Srae Ruessei 845 831 11.6 0 101.7 93.1 1675 0 1 1.44619e+02
160701 Bar Kham 1024 1026 6.4 0 99.8 73.4 363 2 0 3.20910e+02
130104 Chrach 1639 1714 11.4 0 95.6 83.0 3352 0 0 2.93207e+02
10408 Tuek Chour 5816 6287 158.7 0 92.5 65.5 12101 0 1 7.62752e+01
170105 Nokor Pheas 3439 3761 132.6 0 91.4 86.3 7199 1 0 5.43017e+01
10401 Chhnuor Mean Chey 2818 2895 116.0 0 97.3 69.3 5707 0 6 4.92551e+01
10602 Kampong Svay 13028 13671 622.3 100 95.3 51.5 26428 76 192 4.29037e+01
130101 S’ang 1456 1507 82.6 0 96.6 77.9 2960 3 0 3.58506e+01
171303 Khnang Phnum 1768 1812 17.7 0 97.6 79.4 3580 0 0 2.01772e+02
160503 La Bang Muoy 759 804 30.8 0 94.4 76.2 885 136 27 5.07981e+01
130106 Putrea 2520 2646 30.1 0 95.2 87.6 5159 2 0 1.71505e+02
10403 Phnum Lieb 7135 7583 59.5 0 94.1 71.2 14711 6 1 2.47454e+02
130105 Thmea 1560 1553 8.8 0 100.5 79.9 3113 0 0 3.52388e+02
130601 Chamraeun 2542 2672 37.1 0 95.1 65.7 5208 6 0 1.40411e+02
10606 Phniet 1987 2092 99.1 0 95.0 63.0 4078 0 1 4.11674e+01
130604 Sdau 1168 1279 6.4 0 91.3 84.3 2447 0 0 3.84687e+02
190511 Thala 2234 2249 50.7 0 99.3 72.7 4477 2 4 8.84514e+01
171304 Svay Leu 4886 4622 34.1 0 105.7 74.9 9500 4 3 2.79072e+02
170605 Roung Kou 2006 2317 266.8 0 86.6 61.7 4322 0 0 1.62034e+01
170703 Kdei Run 1909 2080 115.9 0 91.8 73.5 3988 1 0 3.44260e+01
160502 Ka Laeng 1839 1806 7.0 0 101.8 81.6 2549 12 1 5.20209e+02
130509 Raksa 1480 1464 17.7 0 101.1 84.7 2943 0 0 1.66685e+02
10405 Preah Netr Preah 6140 6518 107.4 0 94.2 63.2 12658 0 0 1.17873e+02
170301 Khnar Sanday 4200 4264 109.7 0 98.5 69.6 8458 2 3 7.71290e+01
170306 Tbaeng 4677 4380 63.3 0 106.8 71.0 9012 0 45 1.43037e+02
130510 Rumdaoh 1825 1762 17.7 0 103.6 83.6 3566 7 13 2.02306e+02
10607 Preah Ponlea 7610 7990 1097.6 100 95.2 50.3 15503 62 26 1.42124e+01
170602 Kampong Thkov 2686 2917 365.2 100 92.1 52.4 5536 46 21 1.53411e+01
170711 Prey Chruk 3934 4228 68.2 0 93.0 63.7 8150 1 11 1.19753e+02
190506 Ou Rai 1057 1149 15.0 0 92.0 79.8 2206 0 0 1.47180e+02
10608 Tuek Thla 6629 6971 267.3 0 95.1 59.1 13106 458 36 5.08713e+01
10905 Tuol Pongro 5178 4903 62.7 0 105.6 64.4 10037 30 14 1.60810e+02
190102 Kbal Romeas 1906 1849 5.1 0 103.1 69.8 3743 11 0 7.37100e+02
190501 Anlong Phe 1320 1311 10.5 0 100.7 89.8 2631 0 0 2.51495e+02
170715 Trei Nhoar 4055 4348 154.0 0 93.3 70.8 8402 0 1 5.45499e+01
10605 Ou Ambel 9593 9739 584.5 100 98.5 51.5 18998 175 151 3.30719e+01
160506 Seda 2388 2424 10.7 0 98.5 92.0 2682 0 3 4.49033e+02
10503 Kuttasat 2542 2609 110.9 0 97.4 73.0 5087 3 61 4.64427e+01
10603 Kaoh Pong Satv 1876 1981 248.6 0 94.7 63.3 3852 1 4 1.55173e+01
170716 Yeang 2012 2194 96.0 0 91.7 66.7 4203 3 0 4.38262e+01
160505 Pa Tang 2149 2166 41.5 0 99.2 96.3 2903 228 161 1.04084e+02
170609 Sranal 3927 4239 81.0 0 92.6 68.5 8160 6 0 1.00782e+02
170603 Kralanh 2586 2696 235.2 0 95.9 61.7 5281 1 0 2.24565e+01
10505 Samraong 3639 3806 77.2 0 95.6 61.7 7396 10 39 9.64579e+01
170712 Reul 6455 6841 176.1 0 94.4 81.5 13296 0 0 7.54933e+01
10902 Malai 4078 4014 242.5 100 101.6 47.0 8085 2 5 3.33724e+01
10906 Ta Kong 4790 4623 70.4 0 103.6 73.2 9280 32 97 1.33790e+02
10903 Ou Sampor 2410 2545 56.1 0 94.7 65.8 4926 24 5 8.82830e+01
10904 Ou Sralau 1827 1848 67.3 0 98.9 55.2 3661 12 1 5.46280e+01
10205 Koy Maeng 2617 2820 265.9 0 92.8 74.9 5410 0 27 2.04468e+01
170204 Svay Chek 2830 3134 139.6 0 90.3 82.7 5959 0 5 4.27297e+01
160401 Serei Mongkol 674 748 2.6 0 90.1 78.0 1422 0 0 5.45844e+02
10901 Boeng Beng 3083 2985 197.1 0 103.3 54.7 6039 17 12 3.07898e+01
10209 Ruessei Kraok 10754 11370 553.0 100 94.6 53.7 21674 374 72 4.00073e+01
190101 Kampun 1575 1561 17.6 0 100.9 69.6 3131 5 0 1.78643e+02
190502 Chamkar Leu 843 908 11.0 0 92.8 80.1 1751 0 0 1.59855e+02
10404 Prasat 3013 3305 32.5 0 91.2 75.0 6306 12 0 1.94410e+02
10202 Bat Trang 3166 3300 158.9 0 95.9 59.1 6433 0 33 4.07001e+01
170701 Sasar Sdam 5533 5960 207.9 0 92.8 67.0 11488 3 2 5.52895e+01
190402 Sarh Ruessei 2140 2245 91.6 0 95.3 49.1 4243 77 61 4.78487e+01
170202 Leang Dai 4578 4783 105.7 0 95.7 72.4 9327 0 34 8.85479e+01
170404 Khvav 5703 5724 20.7 0 99.6 84.1 11426 1 0 5.51881e+02
10213 Ta Lam 3581 3693 196.8 0 97.0 72.1 6989 255 30 3.69614e+01
190403 Preah Bat 1867 1646 63.7 0 113.4 54.8 3450 1 52 5.51269e+01
170304 Rumchek 1528 1530 157.9 0 99.9 72.2 3058 0 0 1.93668e+01
170606 Sambuor 2911 3131 40.4 0 93.0 68.6 6039 2 0 1.49527e+02
10201 Banteay Neang 8343 8846 328.7 0 94.3 73.5 17101 37 50 5.22915e+01
190401 Stueng Traeng 8626 8396 229.6 100 102.7 49.0 16713 95 182 7.41283e+01
160501 Chey Otdam 1775 1712 5.2 0 103.7 80.0 3482 0 0 6.69314e+02
10208 Rohat Tuek 5045 5512 171.3 0 91.5 69.2 10479 37 41 6.16465e+01
170707 Lvea 4798 5040 75.6 0 95.2 67.5 9836 1 0 1.30130e+02
170702 Doun Kaev 6038 6414 230.0 0 94.1 65.8 12443 3 6 5.41432e+01
160402 Srae Angkrong 738 800 4.2 0 92.2 105.3 1538 0 0 3.69121e+02
10212 Srah Reang 2690 2978 172.9 0 90.3 85.7 5656 0 12 3.27801e+01
190203 Kaoh Sralau 1536 1624 36.5 0 94.6 74.4 3156 3 1 8.66664e+01
170708 Mukh Paen 2446 2602 36.8 0 94.0 58.4 5043 5 0 1.37009e+02
170303 Preak Dak 4127 3958 163.8 0 104.3 61.2 8081 2 2 4.93583e+01
10206 Ou Prasat 6468 6709 336.6 0 96.4 68.3 13112 6 57 3.91531e+01
171301 Boeng Mealea 2852 2658 29.3 0 107.3 82.2 5509 1 0 1.87766e+02
10203 Chamnaom 8116 8344 143.3 0 97.3 64.1 15985 6 469 1.14847e+02
170305 Run Ta Aek 3768 3650 74.3 0 103.2 75.0 7382 9 27 9.97909e+01
171107 Khnar Pou 2586 2743 93.1 0 94.3 74.4 5328 0 1 5.72378e+01
10204 Kouk Ballangk 2954 3054 107.7 0 96.7 77.9 5959 48 1 5.57917e+01
130505 Rik Reay 1131 1125 23.2 0 100.5 87.5 2248 8 0 9.74244e+01
10211 Soea 6232 6440 67.3 0 96.8 71.6 12639 13 20 1.88320e+02
10210 Sambuor 2927 3128 78.7 0 93.6 78.3 6055 0 0 7.69863e+01
130511 Romtom 2072 2177 12.0 0 95.2 85.2 4240 1 8 3.54630e+02
171101 Chan Sar 4032 4303 89.5 0 93.7 63.9 8332 1 0 9.31688e+01
190503 Kang Cham 1671 1625 16.0 0 102.8 84.3 3292 0 4 2.06118e+02
130506 Ruos Rean 1032 1107 59.8 0 93.2 67.8 2139 0 0 3.57910e+01
171108 Popel 5088 5172 136.6 0 98.4 74.5 10259 1 0 7.50905e+01
130605 Ronak Ser 1505 1615 5.8 0 93.2 81.1 3120 0 0 5.39817e+02
190206 Siem Bouk 884 939 1.8 0 94.1 89.9 1823 0 0 1.03828e+03
170710 Puok 6770 6909 231.2 0 98.0 55.1 13585 35 58 5.91694e+01
171003 Kouk Chak 15991 14663 804.9 100 109.1 58.1 30442 118 90 3.80836e+01
171005 Nokor Thum 4064 3938 145.8 0 103.2 68.2 7983 2 17 5.48673e+01
130508 Rieb Roy 731 781 4.4 0 93.6 89.9 1512 0 0 3.42538e+02
190202 Kaoh Sampeay 1096 1099 34.2 0 99.7 65.7 2190 0 5 6.42546e+01
170705 Khnat 4480 4664 388.1 0 96.1 61.3 9124 11 7 2.35609e+01
170903 Ballangk 3076 3183 147.1 0 96.6 68.1 6227 1 31 4.25518e+01
60602 Dang Kambet 1019 1036 4.6 0 98.4 82.0 2055 0 0 4.50706e+02
130501 Robieb 2190 2309 63.0 0 94.8 65.9 4483 15 1 7.13689e+01
171013 Tuek Vil 5207 5384 234.2 0 96.7 63.2 10555 20 16 4.52132e+01
10207 Phnum Touch 5074 5154 216.3 0 98.4 59.8 10153 2 73 4.72947e+01
171011 Ampil 3288 3310 118.7 0 99.3 63.5 6598 0 0 5.55674e+01
170713 Samraong Yea 2578 2752 114.4 0 93.7 62.5 5318 0 11 4.66069e+01
170709 Pou Treay 762 844 21.5 0 90.3 65.1 1606 0 0 7.48603e+01
170406 Kouk Thlok Leu 4678 4893 45.0 0 95.6 68.5 9566 5 0 2.12587e+02
190207 Srae Krasang 1230 1241 23.0 0 99.1 70.5 2453 9 9 1.07523e+02
20404 Prey Khpos 5628 6026 62.6 0 93.4 67.4 11566 17 66 1.86189e+02
110203 Roya 950 1036 0.9 0 91.7 91.5 567 2 0 2.21902e+03
20207 Boeng Pring 4749 5008 120.0 0 94.8 67.2 9729 8 20 8.12953e+01
130507 Rotanak 1304 1389 28.8 0 93.9 95.4 2693 0 0 9.35848e+01
171110 Ta Yaek 5539 5836 136.3 0 94.9 72.2 11373 2 0 8.34385e+01
100406 Roluos Mean Chey 2211 2224 5.4 0 99.4 84.6 4434 1 0 8.26116e+02
170409 Pongro Leu 4164 4350 22.2 0 95.7 81.6 8514 0 0 3.83467e+02
190205 Ou Ruessei Kandal 870 682 49.2 0 127.6 54.1 330 1221 1 3.15574e+01
130503 Rohas 1138 1183 80.0 0 96.2 83.9 2321 0 0 2.90017e+01
130502 Reaksmei 790 769 205.8 0 102.7 68.9 1528 5 26 7.57487e+00
170704 Kaev Poar 3110 3126 60.6 0 99.5 67.5 6227 2 7 1.02894e+02
171010 Srangae 4072 4003 216.0 0 101.7 56.9 8038 5 14 3.73870e+01
20206 Chrouy Sdau 4463 4649 84.8 0 96.0 64.5 9087 8 16 1.07410e+02
20506 Prey Chas 2202 2254 13.7 0 97.7 69.3 4341 115 0 3.24242e+02
171001 Sla Kram 22574 22866 3495.5 100 98.7 45.9 45015 299 107 1.29994e+01
171012 Krabei Riel 3757 3861 254.3 0 97.3 61.2 7606 4 8 2.99543e+01
170902 Bakong 3914 3726 301.9 0 105.0 61.0 7640 0 0 2.53084e+01
171002 Svay Dangkum 23367 23832 1171.0 100 98.0 41.8 46347 550 267 4.03063e+01
170905 Kantreang 4368 4613 324.2 0 94.7 57.9 8979 2 0 2.77063e+01
20403 Lvea 6236 6546 183.3 0 95.3 65.4 12773 3 6 6.97220e+01
110202 Ou Buon Leu 793 755 2.4 0 105.0 82.1 1179 6 3 6.53924e+02
20405 Ampil Pram Daeum 8188 7990 86.2 0 102.5 69.5 16159 16 2 1.87775e+02
100405 Ou Krieng 3554 3210 6.7 0 110.7 68.7 6729 17 17 1.01333e+03
20202 Ta Meun 7340 7852 127.6 100 93.5 61.5 15153 10 29 1.19100e+02
170906 Kandaek 6592 6649 175.5 0 99.1 64.1 13236 2 3 7.54464e+01
171008 Sambuor 2000 1687 136.8 0 118.6 65.9 3683 0 4 2.69595e+01
171004 Sala Kamraeuk 13015 13237 3123.6 100 98.3 43.3 26054 73 72 8.40429e+00
20210 Rung Chrey 4947 5240 126.3 0 94.4 65.2 10147 5 35 8.06839e+01
130512 Romoniy 2037 2076 6.9 0 98.1 74.8 4111 0 1 5.92402e+02
171006 Chreav 7119 6935 213.7 0 102.7 54.7 13980 31 41 6.57741e+01
20507 Kaoh Chiveang 5214 5011 22.9 0 104.1 68.2 10056 80 45 4.46095e+02
20201 Ta Pung 6714 6937 126.4 100 96.8 59.1 13616 7 28 1.07999e+02
130504 Rung Raeung 1890 1871 19.8 0 101.0 72.0 3743 0 18 1.89992e+02
190201 Kaoh Preah 686 752 47.0 0 91.2 70.2 1438 0 0 3.05832e+01
170410 Ruessei Lok 5995 6182 107.1 0 97.0 68.3 12170 7 0 1.13687e+02
170908 Roluos 4336 4568 429.8 0 94.9 61.5 8893 10 1 2.07186e+01
190204 Ou Mreah 908 897 18.0 0 101.2 96.2 1746 34 25 1.00261e+02
110201 Nang Khi Loek 1504 1505 7.0 0 99.9 90.0 2976 0 0 4.31581e+02
170909 Trapeang Thum 3990 4136 287.2 0 96.5 67.3 8124 2 0 2.82955e+01
171109 Samraong 4069 4509 354.7 0 90.2 58.7 8567 10 1 2.41837e+01
20402 Khnach Romeas 5904 5892 154.9 0 100.2 62.3 11761 14 20 7.61404e+01
20209 Bansay Traeng 4496 4743 155.3 0 94.8 65.7 9215 10 13 5.94768e+01
170907 Mean Chey 2674 2819 325.7 0 94.9 57.9 5493 0 0 1.68629e+01
20208 Kouk Khmum 5631 5846 216.0 100 96.3 60.2 11302 8 167 5.31428e+01
60404 Sa Kream 4166 4427 24.9 0 94.1 88.1 8589 3 0 3.44973e+02
60604 Mean Ritth 3221 3212 7.7 0 100.3 71.5 6402 10 21 8.34876e+02
171106 Khchas 4063 4191 152.6 0 96.9 62.7 8240 4 10 5.40997e+01
20401 Bavel 13048 13721 445.8 0 95.1 63.1 26663 38 65 6.00449e+01
170904 Kampong Phluk 1360 1421 26.5 0 95.7 76.5 2781 0 0 1.04857e+02
171102 Dam Daek 6900 7138 533.5 0 96.7 59.3 13960 60 18 2.63121e+01
20505 Peam Aek 6577 7144 144.9 0 92.1 60.1 13633 32 56 9.46864e+01
20501 Preaek Norint 6170 6763 142.1 0 91.2 60.9 12896 14 22 9.10234e+01
60808 Popok 3241 3482 21.4 0 93.1 90.0 6722 1 0 3.14072e+02
170411 Sangvaeuy 4704 5099 112.1 0 92.3 70.3 9803 0 0 8.74756e+01
20504 Preaek Luong 3892 4325 128.2 0 90.0 67.9 8212 5 0 6.41042e+01
171103 Dan Run 5965 6365 102.3 0 93.7 57.4 12287 2 41 1.20550e+02
171105 Kien Sangkae 5035 5293 292.3 0 95.1 65.6 10323 3 2 3.53366e+01
20803 Ta Pon 7187 7412 76.4 0 97.0 74.7 13501 1091 6 1.91208e+02
170405 Kouk Thlok Kraom 7008 7361 108.4 0 95.2 69.5 14339 6 24 1.32520e+02
20406 Kdol Ta Haen 10562 10259 54.5 0 103.0 66.1 20745 46 27 3.82358e+02
60607 Sandan 4222 4552 34.2 0 92.8 78.7 8725 12 37 2.56367e+02
100401 Boeng Char 1552 1553 2.7 0 99.9 97.3 3089 15 1 1.15343e+03
20203 Ou Ta Ki 7938 8109 157.0 0 97.9 63.4 16019 17 11 1.02233e+02
21205 Ta Saen 3154 3038 74.3 0 103.8 51.5 6188 2 0 8.33490e+01
21206 Ta Krei 6001 5840 68.9 0 102.8 64.1 11773 14 54 1.71961e+02
170408 Pongro Kraom 4101 4561 69.8 0 89.9 59.7 8658 4 0 1.24128e+02
60402 Kraya 2945 3242 35.7 0 90.8 80.9 6187 0 0 1.73260e+02
60606 Ngan 3621 3963 55.7 0 91.4 82.3 7584 0 0 1.36279e+02
20205 Anlong Run 2344 2222 54.1 0 105.5 80.1 4536 28 2 8.43882e+01
20503 Preaek Khpob 3577 4062 284.6 0 88.1 61.9 7618 11 9 2.68429e+01
21204 Trang 4059 3771 154.0 0 107.6 62.1 7789 39 1 5.08401e+01
170403 Kampong Kdei 5120 5353 335.9 0 95.6 54.9 10439 20 14 3.11750e+01
171104 Kampong Khleang 4721 4830 45.4 0 97.7 62.9 9548 2 1 2.10201e+02
20306 Kdol Doun Teav 4059 4383 916.5 100 92.6 57.9 8357 79 6 9.21100e+00
20804 Roka 4002 4213 53.9 0 95.0 69.0 8050 26 139 1.52353e+02
21203 Ou Da 3502 3253 60.1 0 107.7 59.9 6742 3 10 1.12435e+02
20502 Samraong Knong 5338 5747 532.3 0 92.9 55.2 11009 59 17 2.08265e+01
110205 Srae Huy 753 778 2.7 0 96.8 94.8 369 5 0 5.60595e+02
20204 Chrey 7009 7206 235.2 0 97.3 58.7 14180 11 24 6.04344e+01
21202 Boeng Reang 5870 5841 330.7 0 100.5 49.9 11619 72 18 3.54110e+01
20305 Sla Kaet 3784 4165 1039.6 100 90.9 50.2 6335 1583 25 7.64594e+00
170407 Lveaeng Ruessei 5107 5712 57.1 0 89.4 59.0 10816 3 0 1.89622e+02
20108 Ta Kream 9970 9917 87.0 0 100.5 70.4 19830 13 42 2.28715e+02
20805 Kampong Preah 4650 4932 36.1 0 94.3 68.9 9569 0 13 2.65696e+02
20304 Chamkar Samraong 8739 9188 2043.8 100 95.1 50.6 17619 48 244 8.77148e+00
60605 Mean Chey 2762 3039 39.6 0 90.9 71.0 5767 6 28 1.46385e+02
60809 Pralay 5731 5970 53.2 0 96.0 75.0 11694 3 4 2.20051e+02
20802 Norea 2765 2844 774.1 100 97.2 57.2 3374 2209 26 7.24596e+00
240202 Stueng Trang 4535 4178 57.8 0 108.5 70.8 8666 21 23 1.50742e+02
20309 Ou Char 7921 8106 1343.0 100 97.7 55.3 15915 23 83 1.19338e+01
20303 Rotanak 7854 8269 2362.8 100 95.0 43.5 14731 886 501 6.82366e+00
60405 Sala Visai 6500 6715 33.3 0 96.8 78.7 12975 10 229 3.96621e+02
170412 Spean Tnaot 4507 4670 47.5 0 96.5 63.6 9175 1 1 1.93201e+02
20701 Sdau 9177 8741 85.3 0 105.0 61.9 17486 292 140 2.09965e+02
60813 Trea 5309 5514 91.0 0 96.3 64.5 10822 0 1 1.18982e+02
60403 Phan Nheum 2577 2885 49.1 0 89.3 79.2 5462 0 0 1.11137e+02
170402 Chi Kraeng 3998 4080 122.0 0 98.0 60.7 8075 2 1 6.62277e+01
60407 Tuol Kreul 2322 2538 27.2 0 91.5 76.3 4855 0 5 1.78530e+02
20310 Svay Pao 10020 11181 9758.7 100 89.6 35.7 21035 35 128 2.17253e+00
20801 Anlong Vil 8118 8631 412.9 100 94.1 58.6 16640 31 76 4.05675e+01
20301 Tuol Ta Aek 7367 8115 4168.4 100 90.8 48.8 15389 29 59 3.71415e+00
60406 Sameakki 1619 1794 43.5 0 90.2 71.9 3413 0 0 7.84256e+01
20605 Chrey 5447 5736 22.7 0 95.0 73.2 11155 25 3 4.91674e+02
20302 Preaek Preah Sdach 7086 7938 5258.9 100 89.3 44.1 14575 266 181 2.85689e+00
20307 Ou Mal 4886 5218 268.8 0 93.6 63.2 10024 13 67 3.75914e+01
110206 Srae Sangkom 2398 2356 6.8 0 101.8 80.9 4680 15 0 7.02782e+02
60601 Chheu Teal 3629 3860 63.9 0 94.0 70.2 7419 8 62 1.17122e+02
20308 Voat Kor 8118 7926 647.2 0 102.4 52.4 15760 70 214 2.47907e+01
20809 Ou Dambang Pir 5787 6344 388.4 0 91.2 61.3 12116 2 13 3.12347e+01
20808 Ou Dambang Muoy 6370 6970 543.0 0 91.4 57.5 13261 2 77 2.45681e+01
170401 Anlong Samnar 6124 6173 44.5 0 99.2 62.2 12216 3 1 2.76424e+02
21201 Kamrieng 3382 3342 90.0 0 101.2 55.2 6696 27 0 7.47522e+01
20806 Kampong Pring 4581 4579 28.7 0 100.0 58.3 9158 0 1 3.19483e+02
20810 Voat Ta Muem 6825 7610 355.4 0 89.7 63.2 13675 722 32 4.06188e+01
60401 Doung 2585 2878 60.0 0 89.8 69.7 5462 1 0 9.10369e+01
20106 Phnum Sampov 7116 7580 228.9 0 93.9 59.7 14598 33 65 6.42161e+01
240204 Ou Andoung 3097 2805 32.5 0 110.4 56.1 5863 34 5 1.81370e+02
110204 Sokh Sant 1194 1187 3.3 0 100.6 86.6 505 0 0 7.14319e+02
60608 Sochet 1442 1337 5.7 0 107.9 72.1 2779 0 0 4.85653e+02
20104 Chheu Teal 6924 7716 364.6 0 89.7 60.2 14597 27 16 4.01577e+01
20107 Snoeng 7942 8410 61.2 0 94.4 69.5 16150 191 11 2.67267e+02
240201 Sala Krau 2843 2746 95.0 0 103.5 65.7 5548 1 40 5.88440e+01
60609 Tum Ring 2823 2845 12.7 0 99.2 69.0 5628 8 27 4.47859e+02
60503 Sambour 5925 6192 58.1 0 95.7 67.1 12115 0 2 2.08702e+02
100409 Srae Chis 2097 2098 9.3 0 100.0 77.8 4191 4 0 4.50965e+02
60804 Kampong Chen Cheung 3483 3511 179.6 0 99.2 57.0 6989 0 5 3.89410e+01
150105 Ou Ta Paong 7479 7870 52.6 0 95.0 69.0 15332 4 13 2.91980e+02
60801 Banteay Stoung 4449 4846 167.5 0 91.8 73.8 9287 2 6 5.54934e+01
20807 Reang Kesei 3873 3970 81.5 0 97.6 58.7 7832 9 2 9.62629e+01
20103 Bay Damram 3163 3329 143.9 0 95.0 58.7 6471 1 20 4.51082e+01
60603 Klaeng 1429 1677 35.1 0 85.2 67.3 3102 0 4 8.84558e+01
20606 Ta Loas 4118 4391 62.6 0 93.8 65.6 8493 6 10 1.35882e+02
60501 Chhuk 4236 4772 137.8 0 88.8 68.6 9008 0 0 6.53938e+01
60810 Preah Damrei 2226 2588 334.3 0 86.0 73.7 4814 0 0 1.44011e+01
60202 Damrei Slab 1670 1814 36.7 0 92.1 85.3 3330 2 152 9.48171e+01
20608 Prey Touch 5001 5040 86.2 0 99.2 77.0 10028 6 7 1.16430e+02
100404 Kaoh Khnhaer 2124 2193 19.9 0 96.9 95.3 4309 0 8 2.16551e+02
100403 Kbal Damrei 2488 2442 7.9 0 101.9 76.6 4824 34 3 6.23330e+02
20704 Traeng 6208 6202 36.1 0 100.1 63.0 12373 30 7 3.43741e+02
60806 Msar Krang 3943 4330 45.3 0 91.1 64.9 8269 4 0 1.82810e+02
20102 Kantueu Pir 2878 2958 179.3 0 97.3 64.3 5788 7 41 3.25408e+01
60502 Koul 2067 2287 34.1 0 90.4 67.3 4324 7 23 1.27657e+02
60811 Rung Roeang 1946 2334 293.3 0 83.4 78.8 4280 0 0 1.45909e+01
240203 Stueng Kach 6988 6940 124.6 0 100.7 47.3 13883 36 8 1.11778e+02
60205 Ni Pechr 1734 1895 41.4 0 91.5 83.4 3629 0 0 8.76734e+01
60805 Kampong Chen Tboung 4453 5009 1077.4 0 88.9 53.9 9452 2 0 8.78211e+00
20607 Kakaoh 5725 6173 138.9 0 92.7 77.1 11858 14 26 8.56329e+01
150104 Me Tuek 6370 6546 48.7 0 97.3 71.1 12897 7 11 2.65037e+02
20101 Kantueu Muoy 2535 2593 58.9 0 97.8 68.8 5106 0 21 8.70838e+01
100402 Kampong Cham 4340 4522 13.6 0 96.0 86.6 8853 9 0 6.52695e+02
60812 Samprouch 5313 5629 48.8 0 94.4 69.2 10936 2 4 2.24234e+02
110401 Krang Teh 622 655 1.6 0 95.0 87.8 121 0 29 7.94928e+02
60803 Chamnar Leu 3295 4406 223.8 0 74.8 86.4 7701 0 0 3.44081e+01
110402 Bu Chri 2228 1949 1.8 0 114.3 63.7 1318 1194 17 2.33716e+03
20105 Chaeng Mean Chey 4567 4540 83.3 0 100.6 67.6 9090 5 12 1.09359e+02
21301 Thipakdei 4339 4372 65.9 0 99.2 67.5 8702 4 4 1.32201e+02
60802 Chamnar Kraom 4568 5319 41.8 0 85.9 71.1 9883 2 2 2.36547e+02
240103 Tuol Lvea 3453 3177 65.9 0 108.7 51.0 6561 48 19 1.00588e+02
240101 Pailin 8021 7653 113.9 100 104.8 50.6 15374 283 16 1.37651e+02
240104 Ba Yakha 1965 1786 27.9 0 110.0 59.8 3735 1 14 1.34658e+02
60807 Peam Bang 1708 1473 13.1 0 116.0 56.4 3084 97 0 2.43550e+02
60504 Sraeung 2438 2528 25.8 0 96.4 80.8 4963 3 0 1.92570e+02
60208 Tbaeng 6133 6365 88.3 0 96.4 79.1 12424 0 74 1.41499e+02
20702 Andaeuk Haeb 2536 2584 42.4 0 98.1 70.6 5038 56 26 1.20889e+02
240102 Ou Tavau 5438 4861 51.1 0 111.9 54.7 10236 52 10 2.01643e+02
60209 Trapeang Ruessei 7992 8417 113.6 0 95.0 72.3 16289 21 98 1.44422e+02
60207 San Kor 6866 6918 62.0 0 99.2 78.5 13670 8 106 2.22206e+02
60201 Chey 2304 2471 84.9 0 93.2 88.8 4758 0 17 5.62129e+01
150101 Boeng Bat Kandaol 5018 5326 53.1 0 94.2 69.1 10147 197 0 1.94929e+02
60505 Tang Krasau 4397 4560 62.4 0 96.4 66.2 8954 0 3 1.43611e+02
150107 Snam Preah 7481 7816 73.2 0 95.7 67.3 15248 38 11 2.08849e+02
20604 Ruessei Krang 7079 6948 86.0 0 101.9 74.6 12911 1116 0 1.63153e+02
21303 Hab 1317 1345 54.9 0 97.9 75.9 2651 11 0 4.85241e+01
20703 Phlov Meas 2857 2865 48.7 0 99.7 67.7 5709 11 2 1.17396e+02
20602 Kear 7681 8295 166.0 0 92.6 67.2 15900 48 28 9.62152e+01
21305 Doun Ba 1712 1637 28.0 0 104.6 67.8 3349 0 0 1.19396e+02
20601 Moung 7441 7964 302.6 0 93.4 69.9 15306 33 66 5.09122e+01
21302 Koas Krala 2001 1936 142.7 0 103.4 65.1 3907 16 13 2.75942e+01
60701 Boeng Lvea 3828 3745 8.7 0 102.2 71.0 7253 317 3 8.66376e+02
60204 Kampong Svay 6289 6528 141.0 0 96.3 70.4 12816 0 1 9.08987e+01
60705 Kraya 4723 4913 10.9 0 96.1 75.6 9626 8 2 8.85926e+02
100407 Sambour 3973 4230 84.8 0 93.9 72.1 8091 104 8 9.67500e+01
100408 Sandan 3465 3542 72.0 0 97.8 77.2 6996 8 2 9.73780e+01
20603 Prey Svay 6788 6965 95.8 0 97.5 65.9 11984 1750 19 1.43571e+02
100607 Sambok 3639 3672 27.0 0 99.1 73.7 7282 10 19 2.70383e+02
21304 Preah Phos 1750 1629 17.0 0 107.4 74.2 3362 1 16 1.99178e+02
20609 Robas Mongkol 5834 6078 92.5 0 96.0 71.1 11895 9 8 1.28765e+02
100602 Changkrang 2111 2103 17.2 0 100.4 82.2 4194 14 6 2.44409e+02
20906 Mean Chey 2702 2474 29.2 0 109.2 63.1 5099 32 34 1.77490e+02
150108 Svay Doun Kaev 2920 3090 201.5 0 94.5 65.8 6008 2 0 2.98268e+01
20903 Ou Samrel 2923 2711 40.5 0 107.8 63.6 5632 1 1 1.39251e+02
21306 Chhnal Mean 1931 1797 6.0 0 107.5 72.6 3722 6 0 6.24968e+02
110101 Chong Phlah 1649 1424 2.9 0 115.8 57.5 2199 32 2 1.07219e+03
150102 Boeng Khnar 5677 6193 209.7 0 91.7 63.6 11833 29 8 5.66109e+01
60709 Ti Pou 4530 4558 25.8 0 99.4 76.2 9056 7 25 3.51587e+02
100410 Voadthonak 1998 1880 16.2 0 106.3 74.7 3876 1 1 2.38743e+02
60206 Phat Sanday 2961 2903 26.0 0 102.0 68.8 5824 35 5 2.25437e+02
60203 Kampong Kou 3134 3188 22.4 0 98.3 80.3 5994 0 328 2.81931e+02
60308 Prey Ta Hu 2730 2951 848.1 100 92.5 55.3 5632 20 22 6.69824e+00
60309 Achar Leak 2964 3307 990.2 100 89.6 55.8 6219 27 25 6.33318e+00
60211 Prey Kuy 2249 2342 150.8 0 96.0 67.9 4591 0 0 3.04428e+01
60210 Kdei Doung 2470 2563 254.0 0 96.4 71.7 5028 2 2 1.98185e+01
100302 Chrouy Banteay 4989 4998 19.7 0 99.8 77.5 9942 6 39 5.07517e+02
60710 Tboung Krapeu 2713 2792 151.7 0 97.2 74.3 5501 0 4 3.62937e+01
100610 Thmei 5323 5189 23.1 0 102.6 87.3 10469 29 1 4.54092e+02
60306 Kampong Krabau 2352 2481 789.4 100 94.8 54.6 4826 3 4 6.12268e+00
110404 Bu Sra 1933 1771 14.0 0 109.1 92.5 649 3 1471 2.64281e+02
20907 Ta Sanh 4542 4212 40.2 0 107.8 60.5 8725 15 14 2.17960e+02
60303 Kampong Roteh 2335 2652 7756.7 100 88.0 50.9 4966 8 12 6.42932e-01
60301 Damrei Choan Khla 3240 3386 704.6 100 95.7 49.9 6607 4 14 9.40341e+00
150203 Kandieng 2634 3060 201.5 0 86.1 56.4 5553 140 1 2.82624e+01
60302 Kampong Thum 1709 1764 484.7 100 96.9 36.8 3459 2 12 7.16483e+00
60304 Ou Kanthor 2066 2172 89.4 0 95.1 71.1 4215 2 21 4.73838e+01
150306 Kampong Pou 2796 3112 79.7 0 89.8 64.0 5837 70 1 7.41057e+01
150204 Kanhchor 4027 4482 99.5 0 89.8 58.5 6558 1950 1 8.55059e+01
20904 Sung 2832 2664 42.7 0 106.3 59.0 5487 4 5 1.28590e+02
60704 Kakaoh 5453 5680 89.7 0 96.0 75.7 11086 0 44 1.24174e+02
21401 Preaek Chik 7643 7758 110.7 0 98.5 75.0 15136 240 24 1.39182e+02
60310 Srayov 8764 9160 63.4 0 95.7 66.4 17741 39 144 2.82631e+02
150210 Kaoh Chum 3282 3575 243.9 0 91.8 67.9 6854 0 3 2.81145e+01
20902 Kampong Lpov 2548 2305 12.5 0 110.5 71.5 4852 1 0 3.88704e+02
60702 Chroab 2152 2148 67.7 0 100.2 74.6 4247 4 49 6.35352e+01
110502 Sokh Dom 1544 1360 15.6 0 113.5 57.0 1878 4 156 1.85718e+02
21402 Prey Tralach 12522 12044 89.8 0 104.0 78.5 23544 987 35 2.73554e+02
150308 Ou Sandan 2170 2463 54.4 0 88.1 59.9 3926 707 0 8.51955e+01
110403 Srae Ampum 626 608 6.9 0 103.0 77.0 271 102 54 1.77587e+02
150309 Sna Ansa 2106 2464 52.1 0 85.5 72.7 4568 2 0 8.76364e+01
150207 Svay Luong 2750 3021 228.0 0 91.0 60.1 5770 0 1 2.53110e+01
150106 Rumlech 3650 3859 142.0 0 94.6 66.0 6905 590 14 5.28817e+01
150110 Trapeang Chong 8463 8904 209.6 0 95.0 61.0 17173 180 14 8.28539e+01
150103 Khnar Totueng 3648 3791 138.5 0 96.2 68.1 7424 4 11 5.37031e+01
60708 Tang Krasang 6241 6424 244.5 0 97.2 66.8 12664 0 1 5.18080e+01
150201 Anlong Vil 2264 2529 150.9 0 89.5 64.0 4786 2 5 3.17612e+01
110103 Srae Chhuk 1678 1664 9.4 0 100.8 86.4 2600 267 2 3.54372e+02
100603 Dar 3933 4070 53.2 0 96.6 79.1 7989 13 1 1.50457e+02
40404 Phlov Tuk 998 945 10.1 0 105.6 79.1 1929 13 0 1.92912e+02
110503 Spean Mean Chey 2596 2263 51.7 100 114.7 45.0 4683 28 111 9.38965e+01
150301 Anlong Tnaot 4524 5082 116.2 0 89.0 59.4 9513 87 6 8.26557e+01
60703 Kampong Thma 4423 4496 167.3 0 98.4 62.0 8867 2 50 5.33154e+01
100605 Kou Loab 1869 1881 67.6 0 99.4 65.4 3719 2 27 5.54718e+01
60707 Prasat 4511 4683 182.7 0 96.3 71.8 9144 12 38 5.03190e+01
110504 Romonea 1662 1446 17.0 0 114.9 85.1 822 3 11 1.82833e+02
150504 Phteah Prey 7453 8407 1229.6 100 88.7 45.1 15696 59 94 1.28983e+01
110102 Me Mang 1000 992 4.3 0 100.8 95.5 427 2 210 4.63589e+02
150307 Kbal Trach 3946 4191 47.3 0 94.2 68.2 7518 619 0 1.72206e+02
150209 Veal 2270 2512 901.8 100 90.4 54.0 4478 238 65 5.30258e+00
100609 Thma Kreae 2832 2801 300.9 0 101.1 73.8 5619 0 13 1.87194e+01
150109 Ta Lou 10215 10513 67.9 0 97.2 74.2 20688 28 12 3.05057e+02
150602 Krapeu Pir 770 678 2.0 0 113.6 77.2 1447 0 0 7.08586e+02
150303 Boeng Kantuot 2659 3041 121.5 0 87.4 60.2 5669 31 0 4.69174e+01
40401 Chranouk 3368 3523 26.0 0 95.6 77.6 6887 2 2 2.65277e+02
150508 Banteay Dei 2677 2714 369.5 0 98.6 58.4 4553 766 72 1.45906e+01
110301 Dak Dam 756 716 2.0 0 105.6 81.5 264 0 185 7.51963e+02
150302 Ansa Chambak 3374 3541 32.4 0 95.3 72.1 6761 154 0 2.13754e+02
150507 Svay At 1987 2123 375.9 0 93.6 56.5 4100 1 3 1.09352e+01
110501 Monourom 758 711 18.7 0 106.6 58.8 1317 10 0 7.86468e+01
60105 Chaeung Daeung 5156 5300 145.4 0 97.3 66.3 10370 4 81 7.18885e+01
60706 Pnov 1080 1136 20.4 0 95.1 65.6 2216 0 0 1.08506e+02
150505 Prey Nhi 2304 2704 628.1 100 85.2 53.6 4960 17 31 7.97375e+00
100307 Saob 4356 4175 31.7 0 104.3 69.6 8523 4 4 2.69507e+02
100208 Krakor 1927 1978 272.1 100 97.4 54.9 3619 269 17 1.43527e+01
60117 Tnaot Chum 3811 3955 127.7 0 96.4 71.6 7764 0 2 6.08201e+01
150503 Lolok Sa 4311 4564 207.4 0 94.5 62.9 8652 187 36 4.27994e+01
60101 Bak Sna 3195 3303 143.6 0 96.7 79.3 6479 13 6 4.52661e+01
150506 Roleab 6331 6879 64.6 0 92.0 60.5 12002 1176 32 2.04380e+02
60111 Krava 4968 5034 144.0 0 98.7 65.0 9952 9 41 6.94612e+01
100207 Kaoh Trong 729 782 104.5 0 93.2 65.3 1509 1 1 1.44597e+01
100210 Ou Ruessei 5766 5849 366.3 100 98.6 62.2 11482 14 119 3.17120e+01
150311 Tnaot Chum 5728 5892 68.7 0 97.2 71.7 11317 258 45 1.69098e+02
20901 Ta Taok 1446 1322 15.5 0 109.4 61.0 2768 0 0 1.78970e+02
150403 Phteah Rung 7764 7761 99.4 0 100.0 74.7 15467 9 49 1.56170e+02
100505 Svay Chreah 4701 4653 12.5 0 101.0 77.5 9267 70 5 7.48799e+02
40102 Chhnok Tru 4511 4468 222.2 0 101.0 63.3 6743 233 463 4.04081e+01
40406 Pralay Meas 2887 2925 56.9 0 98.7 82.3 5783 4 13 1.02231e+02
150401 Bak Chenhchien 3041 3226 148.9 0 94.3 74.7 6259 6 2 4.20794e+01
150501 Chamraeun Phal 3130 3262 108.8 0 96.0 74.3 6366 17 8 5.87575e+01
60102 Ballangk 8148 8625 386.9 0 94.5 60.1 16507 54 202 4.33559e+01
150407 Samraong 5534 5761 20.7 0 96.1 71.0 11201 31 52 5.46391e+02
31514 Tuol Sambuor 1789 1750 19.4 0 102.2 80.5 3539 0 0 1.82305e+02
100604 Kantuot 3090 3072 50.9 0 100.6 76.2 6126 5 31 1.21122e+02
40111 Trapeang Chan 2364 2716 130.5 0 87.0 67.2 5080 0 0 3.89419e+01
100209 Kracheh 4596 4256 2128.0 100 108.0 41.5 8608 75 131 4.15970e+00
60108 Chong Doung 5338 5437 84.8 0 98.2 66.0 10679 2 94 1.27128e+02
31506 Ou Mlu 5170 5140 71.8 0 100.6 72.7 10283 24 3 1.43594e+02
31503 Dang Kdar 6159 6136 62.1 0 100.4 76.3 11970 313 11 1.98078e+02
60110 Kokir Thum 4445 4706 55.7 0 94.5 77.0 9131 5 13 1.64165e+02
40103 Chak 1341 1515 173.2 0 88.5 66.3 2855 0 0 1.64923e+01
100211 Roka Kandal 2237 2424 194.5 100 92.3 56.2 4538 11 111 2.39579e+01
40104 Khon Rang 3364 3621 221.6 0 92.9 63.4 6969 0 12 3.15159e+01
110302 Saen Monourom 1225 1251 6.5 0 97.9 84.8 449 1 87 3.81222e+02
100301 Chambak 3653 3958 71.2 0 92.3 66.5 7609 1 1 1.06863e+02
100305 Preaek Prasab 6310 6378 67.6 0 98.9 63.1 12573 35 76 1.87616e+02
100306 Ruessei Kaev 3111 3259 59.9 0 95.5 61.2 6369 1 0 1.06333e+02
40402 Dar 3077 3158 71.1 0 97.4 82.5 6223 1 11 8.76535e+01
40110 Ponley 3309 3966 1164.9 0 83.4 59.4 7166 30 72 6.24500e+00
150404 Prongil 4533 4571 8.0 0 99.2 74.2 8825 271 8 1.13136e+03
100601 Bos Leav 3670 3771 107.4 0 97.3 69.8 7348 69 23 6.93071e+01
100608 Thma Andaeuk 2070 2158 73.1 0 95.9 85.4 4226 1 1 5.78372e+01
40105 Kampong Preah Kokir 1081 1056 35.7 0 102.4 60.3 2088 8 0 5.98088e+01
150603 Anlong Reab 1656 1506 4.8 0 110.0 70.5 3147 0 14 6.55374e+02
31501 Areaks Tnaot 4203 4378 241.5 0 96.0 69.0 6919 1662 0 3.55299e+01
40107 Phsar 2450 2867 147.3 0 85.5 57.6 5286 19 11 3.61025e+01
60104 Boeng 3819 4053 286.0 0 94.2 74.0 4901 2959 12 2.75256e+01
40109 Popel 2368 2727 181.7 0 86.8 58.7 5094 1 0 2.80423e+01
60103 Baray 5648 5950 81.9 0 94.9 70.3 11490 4 103 1.41639e+02
40108 Pech Changvar 1626 1997 65.0 0 81.4 66.0 3621 2 0 5.57490e+01
150604 Pramaoy 3077 2739 6.7 0 112.3 64.4 5784 24 8 8.61901e+02
110105 Srae Preah 791 782 2.4 0 101.2 96.1 495 0 5 6.66043e+02
40106 Melum 1814 2000 72.7 0 90.7 66.3 3791 2 18 5.24517e+01
60107 Chhuk Khsach 5668 5984 220.0 0 94.7 78.9 11548 0 104 5.29567e+01
40405 Pou 2126 2299 48.9 0 92.5 83.5 4407 4 12 9.05189e+01
31504 Khpob Ta Nguon 3360 3435 64.3 0 97.8 63.6 6787 1 7 1.05680e+02
100606 Kaoh Chraeng 907 1000 115.3 0 90.7 68.2 1906 1 0 1.65447e+01
150310 Svay Sa 3192 3361 33.5 0 95.0 69.7 6545 8 0 1.95802e+02
100501 Khsuem 4654 4410 9.0 0 105.5 81.6 9017 40 7 1.00162e+03
150605 Thma Da 895 672 1.9 0 133.2 49.2 1563 3 0 8.06350e+02
150304 Chheu Tom 6551 6881 70.4 0 95.2 68.9 11874 1542 16 1.90835e+02
30208 Ta Prok 2956 3149 346.8 0 93.9 77.7 6091 1 13 1.76032e+01
100308 Ta Mau 3466 3486 56.3 0 99.4 65.5 6945 6 1 1.23421e+02
100303 Kampong Kor 2792 2838 105.3 0 98.4 67.4 5629 1 0 5.34632e+01
30202 Chamkar Andoung 7828 7973 146.1 0 98.2 76.2 15765 22 14 1.08129e+02
40407 Samraong Saen 783 754 33.2 0 103.8 85.4 1537 0 0 4.63132e+01
150402 Leach 3829 4015 381.9 0 95.4 59.0 7830 13 0 2.05376e+01
40101 Anhchanh Rung 2404 2841 76.9 0 84.6 66.7 5242 1 1 6.82352e+01
30204 Lvea Leu 3545 3639 246.9 0 97.4 76.6 7177 2 1 2.90963e+01
30205 Spueu 6388 6762 425.9 0 94.5 68.8 13141 1 8 3.08737e+01
31510 Preaek Kak 14142 14646 164.9 0 96.6 68.7 24181 4580 27 1.74592e+02
60118 Treal 8296 7668 99.6 0 108.2 71.6 15946 12 6 1.60223e+02
40408 Svay Rumpear 2737 2875 72.5 0 95.2 80.7 5609 0 0 7.73794e+01
40612 Svay Chrum 6185 7032 155.0 0 88.0 59.6 13185 21 9 8.52827e+01
100105 Kanhchor 3158 3127 66.8 0 101.0 62.6 6251 24 8 9.41458e+01
40608 Prasneb 2470 2701 41.3 0 91.4 65.4 5142 0 23 1.25162e+02
40806 Krang Skear 6282 6723 22.0 0 93.4 69.2 12608 363 33 5.92141e+02
31505 Me Sar Chrey 6319 6622 342.9 0 95.4 64.1 11841 1099 1 3.77348e+01
150406 Santreae 2578 2631 7.8 0 98.0 69.6 5197 2 9 6.67593e+02
150405 Rokat 2064 2158 4.9 0 95.6 72.4 4211 4 7 8.53083e+02
30203 Cheyyou 5869 6208 261.5 0 94.5 78.1 9854 2219 3 4.61844e+01
31507 Peam Kaoh Sna 4840 4914 211.6 0 98.5 64.6 9730 18 1 4.60875e+01
40409 Trangel 2506 2730 144.2 0 91.8 77.5 5184 21 30 3.63154e+01
31508 Preah Andoung 1016 1048 363.0 0 96.9 58.8 2063 1 0 5.68575e+00
60115 Sralau 4240 4603 55.5 0 92.1 75.9 8841 1 1 1.59378e+02
40602 Banteay Preal 1819 2164 78.5 0 84.1 62.5 3977 1 5 5.07641e+01
30206 Svay Teab 11224 11376 262.5 0 98.7 64.7 22546 29 13 8.60859e+01
40301 Phsar Chhnang 9688 10538 1905.5 100 91.9 54.1 17682 662 135 1.06145e+01
40304 Khsam 2877 3248 485.3 100 88.6 52.2 6080 0 40 1.26204e+01
60112 Andoung Pou 2666 2404 201.0 0 110.9 74.5 5070 0 0 2.52201e+01
110104 Srae Khtum 4712 4526 15.9 0 104.1 66.8 5627 1658 325 5.82517e+02
31512 Soupheas 5103 5163 166.0 0 98.8 71.4 10261 4 1 6.18530e+01
40403 Kampong Hau 3359 3470 137.8 0 96.8 78.7 6797 29 0 4.95530e+01
40607 Pongro 3282 4002 262.5 0 82.0 64.5 7255 3 25 2.77433e+01
40204 Peam Chhkaok 2578 2492 52.7 0 103.5 85.2 5070 0 0 9.62094e+01
30905 Krouch Chhmar 3817 3975 223.7 0 96.0 62.2 7784 4 4 3.48352e+01
100108 Preaek Saman 4189 4245 92.2 0 98.7 70.0 3095 5339 0 9.14837e+01
60109 Chrolong 2729 2693 142.2 0 101.3 85.6 5408 0 14 3.81195e+01
30911 Trea 3632 4192 209.6 0 86.6 75.3 1738 5775 311 3.73338e+01
30207 Ta Ong 6797 6927 100.6 0 98.1 67.6 13669 36 18 1.36379e+02
30910 Svay Khleang 3850 4248 179.7 0 90.6 59.8 5088 2986 24 4.50569e+01
100304 Kaoh Ta Suy 769 786 62.3 0 97.8 52.3 1553 0 2 2.49432e+01
30907 Peus Pir 2447 2758 147.4 0 88.7 75.7 4454 751 0 3.53024e+01
60113 Pongro 3378 3782 135.8 0 89.3 80.7 7159 0 1 5.27093e+01
60106 Chranieng 5354 5675 473.2 0 94.3 71.7 10991 3 35 2.33056e+01
150601 Ou Saom 549 510 0.8 0 107.6 81.3 1058 0 0 1.32756e+03
40611 Srae Thmei 4901 5713 363.2 0 85.8 58.6 10518 21 60 2.92237e+01
31513 Tuol Preah Khleang 2324 2489 61.9 0 93.4 75.7 4813 0 0 7.78050e+01
100101 Chhloung 3361 3570 376.0 100 94.1 64.2 6773 15 112 1.84346e+01
40302 Kampong Chhnang 4854 5382 485.1 100 90.2 46.6 10052 56 114 2.11019e+01
30906 Peus Muoy 3205 3770 253.7 0 85.0 72.5 712 6256 7 2.74948e+01
100103 Han Chey 3285 3571 265.7 0 92.0 66.5 6839 11 6 2.58030e+01
60114 Sou Young 3585 3730 371.3 0 96.1 71.4 7301 2 12 1.97007e+01
30111 Trab 4364 4785 57.2 0 91.2 78.4 9149 0 0 1.60038e+02
100107 Pongro 3912 4439 389.2 0 88.1 71.2 2145 6206 0 2.14587e+01
100106 Khsach Andaet 2195 2474 173.3 0 88.7 77.1 3392 1277 0 2.69360e+01
30909 Roka Khnaor 4607 4800 346.3 0 96.0 58.3 8888 512 6 2.71647e+01
30902 Chumnik 4055 4385 421.3 0 92.5 61.7 2506 5925 9 2.00309e+01
100102 Damrei Phong 3573 3625 27.4 0 98.6 77.5 6889 309 0 2.63109e+02
40303 Ph’er 3369 3174 2821.1 100 106.1 44.2 6389 36 101 2.31928e+00
40203 Kampong Os 1858 1861 92.0 0 99.8 74.3 3713 6 0 4.04372e+01
40606 Krang Leav 2635 2972 92.6 0 88.7 65.2 5572 1 34 6.05816e+01
60116 Svay Phleung 2054 2181 157.7 0 94.2 82.9 4223 0 10 2.68487e+01
30108 Sandaek 4951 5659 179.3 0 87.5 57.4 10596 13 1 5.91651e+01
30908 Preaek A Chi 3175 3099 142.0 0 102.5 66.9 5898 376 0 4.41971e+01
30901 Chhuk 5213 5230 79.4 0 99.7 66.6 9521 920 1 1.31572e+02
30305 Pring Chrum 2863 3092 120.6 0 92.6 69.2 5951 0 1 4.93593e+01
40604 Chrey Bak 4658 5470 225.1 0 85.2 67.0 10067 11 44 4.49968e+01
31509 Preaek Bak 4217 4544 389.8 0 92.8 76.4 6325 2435 1 2.24739e+01
30405 Seda 8538 8461 88.2 0 100.9 71.5 11004 5981 13 1.92814e+02
30306 Sampong Chey 7382 7919 274.0 0 93.2 77.1 15289 2 8 5.58527e+01
30912 Tuol Snuol 6115 6414 102.2 0 95.3 67.6 11951 578 0 1.22578e+02
31302 Boeng Nay 6267 6408 188.6 0 97.8 69.2 12672 3 0 6.72141e+01
100503 Snuol 8502 8060 91.0 0 105.5 63.9 15743 766 48 1.82001e+02
30201 Bos Khnaor 10009 10317 139.5 0 97.0 68.1 20290 11 24 1.45688e+02
40605 Kouk Banteay 2816 2996 89.3 0 94.0 76.2 5804 2 4 6.50954e+01
40205 Prey Kri 4022 4217 192.9 0 95.4 73.8 8234 3 0 4.27043e+01
30407 Trapeang Pring 6862 6959 68.1 0 98.6 76.2 12094 1720 7 2.02957e+02
100104 Kampong Damrei 2130 2035 12.8 0 104.7 68.2 4159 4 1 3.24498e+02
40201 Chol Sar 3041 3050 165.1 0 99.7 76.4 6076 15 0 3.68880e+01
31313 Thma Pun 4596 4671 291.5 0 98.4 63.2 9261 3 3 3.17887e+01
40601 Andoung Snay 2640 2948 147.5 0 89.6 72.4 5024 553 10 3.78728e+01
40610 Rolea B’ier 3463 4210 235.5 0 82.3 64.1 7267 370 36 3.25876e+01
30613 Srak 3365 3355 98.4 0 100.3 75.5 6718 1 1 6.83126e+01
40609 Prey Mul 1720 2010 82.6 0 85.6 69.6 3712 4 3 4.51647e+01
30904 Kaoh Pir 1072 1219 219.8 0 87.9 71.5 2289 2 0 1.04234e+01
30602 Han Chey 2485 2516 181.7 0 98.8 65.8 4993 7 1 2.75240e+01
31306 Krouch 2678 2971 326.7 0 90.1 72.2 5645 1 0 1.72925e+01
31305 Kor 4852 5031 354.2 0 96.4 66.4 9874 4 5 2.78994e+01
100504 Srae Char 8050 7900 53.5 0 101.9 73.1 14910 945 93 2.98158e+02
40807 Tang Krasang 3829 4307 62.1 0 88.9 66.2 8040 95 0 1.31069e+02
30903 Kampong Treas 3812 3755 325.4 0 101.5 53.6 2776 4781 10 2.32516e+01
31011 Rumchek 6549 6421 57.4 0 102.0 67.2 10161 2796 13 2.25824e+02
40603 Cheung Kreav 2835 3316 111.5 0 85.5 72.5 5579 559 13 5.51562e+01
30307 Sdaeung Chey 4842 5106 169.1 0 94.8 67.5 9749 188 10 5.88329e+01
31315 Trapeang Preah 6492 6710 181.7 0 96.8 71.1 13130 1 71 7.26641e+01
40802 Chieb 3242 3464 19.2 0 93.6 79.9 6703 2 0 3.50171e+02
40202 Kaoh 4421 4508 79.2 0 98.1 90.5 8896 15 16 1.12675e+02
100502 Pir Thnu 5489 5184 18.1 0 105.9 69.4 8261 2182 230 5.88360e+02
31615 Peam Chileang 3907 4172 146.5 0 93.6 71.8 5167 2910 2 5.51319e+01
30310 Trapeang Kor 2882 3322 234.3 0 86.8 78.2 6199 2 1 2.64769e+01
30610 Ou Svay 3337 3532 227.1 0 94.5 73.6 6848 14 6 3.02517e+01
31616 Roka Po Pram 14607 15497 150.1 0 94.3 67.6 22342 7749 13 2.00581e+02
40805 Khlong Popok 2650 2809 49.9 0 94.3 61.4 5457 0 0 1.09411e+02
30612 Rumchek 1948 2141 264.7 0 91.0 76.4 4084 0 5 1.54476e+01
31301 Baray 4624 4836 311.0 0 95.6 72.7 8501 950 4 3.04179e+01
40613 Tuek Hout 3842 3915 163.8 0 98.1 81.4 7370 308 53 4.73697e+01
30603 Kien Chrey 1914 1947 161.6 0 98.3 69.6 3850 1 10 2.38895e+01
40508 Saeb 3353 3518 199.8 0 95.3 64.4 5946 915 7 3.43824e+01
90701 Ta Tey Leu 275 251 0.3 0 109.6 78.3 526 0 0 1.78031e+03
30614 Trean 4377 4548 206.6 0 96.2 65.6 8924 0 1 4.31895e+01
30110 Tang Krasang 3973 4441 197.7 0 89.5 68.7 8408 4 2 4.25531e+01
30112 Tumnob 3122 3628 354.8 0 86.1 67.5 6746 0 4 1.90228e+01
31310 Sour Saen 2366 2668 282.8 0 88.7 72.7 5030 1 3 1.78028e+01
30607 Kaoh Samraong 2685 2762 171.6 0 97.2 68.9 5447 0 0 3.17339e+01
31621 Thma Pechr 7029 7478 175.5 0 94.0 65.8 11525 2961 20 8.26591e+01
30402 Dambae 4362 4135 99.3 0 105.5 67.3 7974 522 1 8.55480e+01
30309 Srama 4041 4468 340.5 0 90.4 64.7 8474 16 19 2.49866e+01
31309 Prey Chhor 1096 1278 231.5 0 85.8 67.1 2365 0 9 1.02528e+01
30303 Phdau Chum 3507 4043 191.7 0 86.7 62.4 7517 2 30 3.93755e+01
30302 Kouk Rovieng 1921 2212 157.6 0 86.8 73.9 4132 0 1 2.62231e+01
30609 Krala 4322 4418 302.5 0 97.8 64.4 8738 1 1 2.88970e+01
30308 Soutip 6623 6997 518.8 100 94.7 56.6 13584 22 14 2.62504e+01
31304 Khvet Thum 2391 2744 346.7 0 87.1 70.7 5131 0 2 1.48122e+01
30301 Khnaor Dambang 3066 3307 166.1 0 92.7 66.5 6370 0 2 3.83612e+01
50403 Trapeang Chour 5311 5394 21.0 0 98.5 85.9 10694 11 0 5.09390e+02
30104 Cheung Prey 3487 3848 414.2 0 90.6 62.6 7334 0 1 1.77071e+01
40501 Ampil Tuek 5892 6046 109.1 0 97.5 75.2 11897 13 25 1.09404e+02
31602 Boeng Pruol 3001 3131 259.1 0 95.8 67.1 3699 2431 2 2.36701e+01
31307 Lvea 3478 3350 268.6 0 103.8 64.5 6825 1 2 2.54229e+01
31303 Chrey Vien 7272 7710 564.0 100 94.3 57.9 14922 16 44 2.65644e+01
31312 Srangae 2768 2997 402.1 0 92.4 69.1 5761 2 2 1.43388e+01
30611 Ro’ang 5071 5154 309.9 0 98.4 69.6 10191 0 34 3.29954e+01
30105 Me Pring 2684 2891 134.3 0 92.8 68.9 5575 0 0 4.15043e+01
40801 Akphivoadth 4176 4527 130.9 0 92.2 65.7 8678 21 2 6.65093e+01
40502 Chhuk Sa 3825 4645 126.8 0 82.3 62.8 5827 2636 3 6.68021e+01
40509 Ta Ches 5526 5960 215.5 0 92.7 71.9 9173 2200 108 5.33097e+01
31308 Mien 6242 6453 271.1 0 96.7 69.4 12683 0 12 4.68316e+01
30304 Prey Char 2995 3183 262.0 0 94.1 71.1 6176 1 1 2.35775e+01
31311 Samraong 3358 3560 297.8 0 94.3 61.9 6917 1 0 2.32337e+01
30615 Vihear Thum 2790 3114 169.1 0 89.6 76.1 5895 1 8 3.49150e+01
40702 Khnar Chhmar 2845 3177 217.9 0 89.5 63.8 5809 213 0 2.76392e+01
30106 Ph’av 3522 3864 460.5 0 91.1 59.1 7382 2 1 1.60402e+01
40803 Chaong Maong 2953 3130 93.6 0 94.3 64.6 6079 3 1 6.49964e+01
31314 Tong Rong 2704 2781 298.0 0 97.2 68.5 5484 1 0 1.84037e+01
31006 Kampoan 6601 6528 61.8 0 101.1 68.6 11864 1256 9 2.12447e+02
30601 Ampil 7248 7691 544.0 0 94.2 60.6 14886 25 27 2.74603e+01
40808 Tuol Khpos 1942 2041 29.6 0 95.1 74.0 3284 699 0 1.34396e+02
31605 Chirou Muoy 2579 2745 150.0 0 94.0 71.2 4682 642 0 3.54919e+01
90501 Bak Khlang 6280 5956 9.0 0 105.4 61.1 12084 121 27 1.36531e+03
30706 Preaek Krabau 3625 3913 166.1 0 92.6 74.1 7498 2 38 4.53800e+01
31612 Kor 7073 7762 186.9 0 91.1 66.1 7518 7300 8 7.93672e+01
31606 Chirou Pir 7004 6921 219.6 0 101.2 68.2 13329 584 10 6.34104e+01
30403 Kouk Srok 4993 5287 135.4 0 94.4 72.1 10259 4 17 7.59101e+01
30501 Boeng Kok 4399 4591 2333.1 100 95.8 51.1 8951 3 36 3.85317e+00
30711 Sour Kong 4547 4856 221.8 0 93.6 73.6 9400 1 2 4.23856e+01
40804 Kbal Tuek 2320 2538 19.8 0 91.4 79.5 4848 7 3 2.45853e+02
30101 Batheay 6510 6686 143.4 0 97.4 67.2 13179 14 1 9.20476e+01
40510 Thma Edth 2141 2303 129.8 0 93.0 76.3 4444 0 0 3.42297e+01
31622 Tonle Bet 6544 6646 257.8 0 98.5 65.1 11986 1183 20 5.11729e+01
30707 Reay Pay 4977 5168 127.9 0 96.3 67.6 10139 4 1 7.93450e+01
30502 Kampong Cham 4316 4562 5482.3 100 94.6 34.9 8862 9 7 1.61939e+00
30504 Veal Vong 7617 8361 5081.4 100 91.1 41.4 15882 27 69 3.14443e+00
40503 Chres 4516 4700 246.1 0 96.1 68.1 7138 2076 1 3.74548e+01
30709 Roka Koy 4115 4389 226.3 0 93.8 63.4 8014 489 1 3.75766e+01
31702 Vihear Luong 6211 6618 178.9 0 93.9 62.1 12661 166 2 7.17090e+01
30503 Sambuor Meas 6597 6857 940.1 100 96.2 53.5 12319 1128 7 1.43119e+01
30701 Angkor Ban 4113 4493 477.3 0 91.5 67.3 6938 1659 9 1.80299e+01
30606 Kaoh Roka 3081 3258 340.3 0 94.6 68.8 6286 12 41 1.86296e+01
31014 Tonlung 5299 5256 41.4 0 100.8 72.2 9818 734 3 2.55081e+02
40703 Krang Lvea 4188 4458 49.9 0 93.9 72.5 8302 337 4 1.73264e+02
30605 Kaoh Mitt 2927 3287 324.3 0 89.0 62.9 6208 0 6 1.91584e+01
30604 Kokor 2007 2012 186.8 0 99.8 69.9 3372 646 1 2.15121e+01
30102 Chbar Ampov 2693 2735 130.2 0 98.5 70.3 5427 0 0 4.16805e+01
31608 Chob 9495 9778 379.3 100 97.1 55.3 18763 502 8 5.08138e+01
31007 Memong 3366 3338 96.8 0 100.8 72.1 6684 4 16 6.92806e+01
31701 Suong 11295 11772 608.4 100 95.9 53.8 22997 63 2 3.79132e+01
40709 Thlok Vien 2599 2757 134.9 0 94.3 80.8 5352 4 0 3.97075e+01
31004 Choam Ta Mau 4356 4494 89.3 0 96.9 70.4 8827 8 15 9.91229e+01
40504 Kampong Tralach 2803 2952 152.3 0 95.0 70.0 4485 1266 0 3.77996e+01
31613 Lngieng 2916 3106 222.2 0 93.9 63.5 6022 0 0 2.71009e+01
30705 Preaek Koy 4542 4568 205.4 0 99.4 76.8 9068 2 40 4.43481e+01
30704 Peam Chi Kang 3155 3615 320.1 0 87.3 66.4 5996 764 6 2.11486e+01
40506 Ou Ruessei 3984 4245 412.6 0 93.9 52.6 4867 3358 3 1.99434e+01
30703 Khchau 4390 4691 354.4 0 93.6 71.0 9076 5 0 2.56203e+01
50801 Amleang 4382 4513 36.6 0 97.1 80.9 8887 8 0 2.42809e+02
30406 Tuek Chrov 6381 6706 159.1 0 95.2 65.0 13052 34 1 8.22621e+01
30401 Chong Cheach 6777 7292 202.0 0 92.9 62.7 14058 2 9 6.96350e+01
40507 Peani 3445 3738 333.0 0 92.2 59.4 7170 6 7 2.15731e+01
31411 Ruessei Srok 2434 2660 313.8 0 91.5 71.8 5093 0 1 1.62358e+01
30802 Kaoh Soutin 4455 4753 356.0 0 93.7 68.8 7754 1447 7 2.58640e+01
31618 Sralab 8313 8812 210.6 0 94.3 65.8 14690 2428 5 8.13195e+01
30608 Kaoh Tontuem 1346 1409 386.0 0 95.5 82.5 2754 1 0 7.13740e+00
90702 Pralay 300 305 0.8 0 98.4 71.9 605 0 0 7.64133e+02
30103 Chealea 3389 3405 155.8 0 99.5 64.7 6792 2 0 4.35960e+01
31016 Kokir 4060 4117 127.7 0 98.6 70.6 6925 1247 5 6.40189e+01
31413 Svay Sach Phnum 2189 2410 331.0 0 90.8 80.9 4599 0 0 1.38938e+01
31404 Kaoh Andaet 1858 2153 316.1 0 86.3 73.8 4009 1 1 1.26881e+01
30805 Moha Khnhoung 3263 3623 290.9 0 90.1 84.0 6874 0 12 2.36676e+01
30107 Sambour 6117 6273 130.9 0 97.5 63.6 12375 12 3 9.46611e+01
40708 Tbaeng Khpos 4032 4213 117.2 0 95.7 77.2 8061 173 2 7.03741e+01
30801 Kampong Reab 3446 3666 285.4 0 94.0 81.4 7104 5 0 2.49162e+01
30808 Preaek Ta Nong 4018 4632 226.8 0 86.7 78.1 7945 702 1 3.81370e+01
40705 Sedthei 3291 3460 134.2 0 95.1 74.2 6749 1 0 5.02885e+01
31410 Preaek Rumdeng 4512 5051 213.2 0 89.3 79.2 9060 503 0 4.48640e+01
50405 Ta Sal 2658 2864 4.3 0 92.8 90.3 5522 0 0 1.29700e+03
31614 Moung Riev 3972 4273 257.1 0 93.0 58.9 8192 45 7 3.20648e+01
31408 Preaek Dambouk 4753 5117 386.5 0 92.9 71.9 9866 4 0 2.55349e+01
40505 Longveaek 3557 3686 146.8 0 96.5 64.8 7242 0 1 4.93460e+01
31107 Preah Theat 7636 7958 193.3 0 96.0 73.4 15589 3 2 8.06679e+01
30806 Peam Prathnuoh 4724 5171 502.2 0 91.4 68.1 9849 35 10 1.97051e+01
30702 Kang Ta Noeng 4167 4221 256.9 0 98.7 71.9 8342 0 46 3.26471e+01
30708 Roka Ar 3567 3603 253.1 0 99.0 71.1 7163 4 3 2.83306e+01
30404 Neang Teut 1729 2008 179.3 0 86.1 57.5 3734 3 0 2.08398e+01
30807 Pongro 1840 2062 470.4 0 89.2 72.9 3897 2 3 8.29438e+00
31204 Kandaol Chrum 8615 9339 255.9 0 92.2 61.0 17933 18 3 7.01529e+01
31013 Tramung 6796 6894 167.3 0 98.6 58.7 13465 214 10 8.18430e+01
30710 Sdau 2431 2581 340.8 0 94.2 75.5 5009 2 1 1.47066e+01
31406 Pteah Kandal 2450 2734 209.4 0 89.6 69.2 5177 7 0 2.47616e+01
80905 Kaoh Chen 4728 4889 272.7 0 96.7 64.4 9577 8 5 3.52614e+01
31401 Baray 3820 3800 133.6 0 100.5 80.7 7612 8 0 5.70524e+01
30109 Tang Krang 4820 5077 263.4 0 94.9 65.3 9894 2 1 3.75754e+01
40707 Svay Chuk 3963 4008 68.7 0 98.9 76.3 7129 838 1 1.16102e+02
80903 Kampong Luong 5213 5481 572.5 0 95.1 58.3 7603 3075 9 1.86807e+01
30803 Lve 4160 4858 291.5 0 85.6 64.1 9013 5 0 3.09316e+01
31604 Chikor 5303 5779 240.0 0 91.8 62.2 11074 5 3 4.61752e+01
80707 Roka Kaong Muoy 4098 4420 937.5 0 92.7 59.2 8452 7 59 9.08539e+00
31209 Veal Mlu 3045 3512 192.4 0 86.7 64.6 5974 583 0 3.40773e+01
80711 Svay Ampear 4216 4210 413.0 0 100.1 68.5 8424 1 1 2.04033e+01
31008 Memot 8172 8089 353.1 0 101.0 52.2 16239 0 12 4.60487e+01
31601 Anhchaeum 5780 6418 198.0 0 90.1 64.0 12187 4 7 6.16077e+01
31207 Popel 4728 4932 268.2 0 95.9 57.8 6641 3018 1 3.60120e+01
31005 Dar 10165 10568 184.7 0 96.2 62.4 19016 1698 14 1.12268e+02
141207 Preaek Changkran 3104 3388 840.6 0 91.6 58.1 6473 17 2 7.72331e+00
30804 Moha Leaph 2778 2985 385.3 0 93.1 71.0 5746 2 15 1.49574e+01
31206 Kraek 18657 19369 248.6 0 96.3 58.3 36384 1631 6 1.52933e+02
40706 Svay 5317 5229 269.5 0 101.7 62.7 8882 1558 95 3.91283e+01
40704 Peam 3815 4090 78.4 0 93.3 79.4 7877 1 27 1.00831e+02
141204 Pnov Ti Muoy 2524 2820 150.2 0 89.5 72.2 5340 3 0 3.55722e+01
80708 Roka Kaong Pir 2734 3080 917.6 0 88.8 66.6 5813 0 1 6.33589e+00
31003 Choam Kravien 5281 5573 50.4 0 94.8 72.4 10838 13 3 2.15567e+02
40701 Chhean Laeung 2074 2238 79.4 0 92.7 85.1 4292 2 18 5.43018e+01
31108 Tuol Sophi 3681 4079 164.1 0 90.2 76.5 7757 3 0 4.72901e+01
31409 Preaek Pou 6070 6499 460.8 0 93.4 69.1 12407 71 80 2.72736e+01
80317 Ta Aek 1220 1340 186.7 0 91.0 76.4 2556 0 4 1.37095e+01
31405 Mean Chey 3729 4045 700.9 0 92.2 74.3 7772 2 0 1.10914e+01
141210 Rumlech 2877 3437 203.8 0 83.7 71.1 6314 0 0 3.09885e+01
31105 Mien 4540 5025 201.9 0 90.3 74.8 9565 0 0 4.73789e+01
141203 Lve 2221 2644 280.1 0 84.0 63.6 4865 0 0 1.73663e+01
31101 Ampil Ta Pok 6553 7160 505.2 0 91.5 69.8 13699 13 1 2.71426e+01
80704 Preaek Dambang 5784 6371 680.6 0 90.8 64.5 12145 9 1 1.78584e+01
80914 Vihear Luong 3624 3772 935.6 0 96.1 61.3 7369 14 13 7.90519e+00
80304 Kaoh Chouram 2138 2344 270.0 0 91.2 74.7 4481 0 1 1.65982e+01
31103 Damrel 4000 4686 192.5 0 85.4 60.5 8683 1 2 4.51193e+01
31407 Pram Yam 2473 2571 138.1 0 96.2 76.4 5043 0 1 3.65367e+01
80904 Kampong Os 3306 3566 100.2 0 92.7 62.9 6312 560 0 6.86038e+01
31102 Chak 5023 5771 180.5 0 87.0 65.3 10793 1 0 5.97868e+01
141202 Chrey Khmum 2290 2619 131.5 0 87.4 67.4 4909 0 0 3.73294e+01
50511 Veang Chas 3774 3881 1077.2 100 97.2 50.7 7607 18 28 7.10664e+00
80710 Sambuor Meas 5154 5273 132.0 0 97.7 74.2 10427 0 0 7.90105e+01
31104 Kong Chey 7239 7596 430.8 0 95.3 72.8 14753 52 30 3.44337e+01
80911 Phsar Daek 3594 4025 493.3 0 89.3 65.5 7616 2 1 1.54447e+01
31205 Kaong Kang 7435 7532 320.6 0 98.7 60.1 12721 2240 4 4.66915e+01
80316 Svay Romiet 2418 2413 343.5 0 100.2 67.5 4817 14 0 1.40657e+01
50507 Preah Srae 4096 4291 243.2 0 95.5 67.8 8327 20 39 3.44915e+01
141205 Pnov Ti Pir 1522 1711 105.6 0 89.0 78.7 3233 0 0 3.06169e+01
50510 Veal Pung 5865 6170 226.7 0 95.1 75.1 12001 31 0 5.30919e+01
31202 Doun Tei 5963 6569 123.0 0 90.8 61.0 12531 0 1 1.01859e+02
31412 Svay Pou 3136 3046 274.5 0 103.0 76.9 6182 0 0 2.25226e+01
31015 Treak 2956 3089 162.2 0 95.7 61.9 6044 0 1 3.72765e+01
31403 Khnar Sa 1640 1612 215.1 0 101.7 76.2 3235 0 16 1.51213e+01
80907 Ponhea Lueu 1801 2055 371.9 0 87.6 55.2 3854 1 1 1.03691e+01
50807 Veal Pon 3431 3642 225.5 0 94.2 79.2 7053 20 0 3.13651e+01
80709 Ruessei Chrouy 4873 4766 403.9 0 102.2 63.9 6541 3087 11 2.38664e+01
140805 Mesa Prachan 4285 4376 283.3 0 97.9 77.1 8010 651 0 3.05738e+01
31001 Chan Mul 2870 3077 207.3 0 93.3 70.4 5944 1 2 2.86910e+01
31203 Kak 7922 8441 91.3 0 93.9 65.6 16360 1 2 1.79170e+02
140809 Prey Sralet 4891 5225 139.8 0 93.6 72.7 10115 0 1 7.23394e+01
141208 Prey Daeum Thnoeng 1421 1640 137.9 0 86.6 67.0 3059 2 0 2.21979e+01
80906 Phnum Bat 4777 5031 295.6 0 95.0 68.7 9799 6 2 3.31745e+01
80306 Preah Prasab 4128 4322 677.1 0 95.5 63.2 8444 4 0 1.24805e+01
31414 Tong Tralach 1490 1502 152.4 0 99.2 77.9 2991 0 1 1.96388e+01
31010 Rung 4122 4461 256.8 0 92.4 59.8 8324 219 40 3.34271e+01
80913 Tumnob Thum 3286 3467 255.7 0 94.8 68.2 6743 9 1 2.64120e+01
80703 Preaek Anhchanh 7364 7016 337.1 0 105.0 57.3 13957 270 153 4.26550e+01
50802 Monourom 2455 2633 224.7 0 93.2 73.4 5083 1 4 2.26394e+01
141209 Prey Tueng 3263 3852 215.7 0 84.7 72.5 7115 0 0 3.29782e+01
141211 Ruessei Sanh 2881 3342 141.0 0 86.2 82.7 6216 3 4 4.41457e+01
50804 Prambei Mum 5078 5185 73.2 0 97.9 80.1 10248 15 0 1.40140e+02
31402 Chi Bal 1434 1375 136.8 0 104.3 70.6 2809 0 0 2.05339e+01
80310 Preaek Ta Meak 5445 5737 491.3 0 94.9 61.8 11171 3 8 2.27586e+01
141201 Ampil Krau 2269 2555 131.8 0 88.8 85.5 4824 0 0 3.65978e+01
31002 Choam 2951 3014 106.3 0 97.9 78.8 5963 0 2 5.61374e+01
31208 Trapeang Phlong 10081 9178 138.3 0 109.8 52.4 18356 872 28 1.39230e+02
80910 Preaek Ta Teaen 4206 4460 853.7 0 94.3 51.8 8663 1 0 1.01514e+01
50404 Sangkae Satob 3299 3336 30.6 0 98.9 78.4 6613 15 7 2.16744e+02
140408 Tnaot 2229 2494 188.4 0 89.4 92.6 4716 5 2 2.50624e+01
140802 Kanhcham 4934 5714 187.9 0 86.3 69.3 10644 4 0 5.66810e+01
50509 Trach Tong 3283 3586 150.2 0 91.6 76.0 6794 19 56 4.57191e+01
90704 Ruessei Chrum 486 443 1.6 0 109.7 68.3 928 1 0 5.79796e+02
80312 Roka Chonlueng 2517 2673 250.0 0 94.2 73.9 5187 0 3 2.07631e+01
140405 Kouk Kong Lech 2665 3037 169.5 0 87.8 66.7 5694 3 5 3.36364e+01
140404 Kouk Kong Kaeut 2388 2890 145.1 0 82.6 68.4 5273 0 5 3.63735e+01
50805 Rung Roeang 3979 4387 209.0 0 90.7 85.5 8352 14 0 4.00378e+01
80302 Chey Thum 2617 2787 175.8 0 93.9 72.2 5392 9 3 3.07320e+01
80902 Chrey Loas 4044 4384 222.0 0 92.2 58.7 8410 18 0 3.79560e+01
80311 Puk Ruessei 5250 5772 371.1 0 91.0 65.5 11020 2 0 2.96985e+01
80701 Bak Khaeng 4615 4538 368.3 0 101.7 54.4 9122 7 5 2.48522e+01
50504 Khsem Khsan 4729 4984 236.0 0 94.9 69.1 9694 6 11 4.11483e+01
140402 Kanhchriech 2742 3021 159.3 0 90.8 71.3 5749 4 10 3.61879e+01
141206 Pou Ti 1735 2371 237.3 0 73.2 74.4 4100 6 0 1.73001e+01
140201 Cheach 5146 5685 164.4 0 90.5 57.8 10742 6 74 6.58811e+01
50506 Mean Chey 2786 2874 178.8 0 96.9 82.6 5651 9 0 3.16479e+01
80313 Sanlung 3714 3690 282.0 0 100.7 69.2 7387 16 0 2.62554e+01
140403 Kdoeang Reay 4563 5293 213.9 0 86.2 69.8 9838 8 10 4.60709e+01
140407 Thma Pun 3369 3937 200.7 0 85.6 73.5 7289 11 5 3.64050e+01
80912 Samraong 3856 3936 414.2 0 98.0 57.4 7789 3 0 1.88121e+01
50501 Chant Saen 3272 3448 204.6 0 94.9 74.4 6694 4 15 3.28500e+01
140811 Roka 6238 6831 203.7 0 91.3 66.3 13054 13 2 6.41568e+01
80702 Kaoh Dach 5820 6416 551.9 0 90.7 53.8 12214 8 9 2.21689e+01
50512 Yutth Sameakki 3295 3425 184.9 0 96.2 76.8 6710 0 4 3.63480e+01
80318 Vihear Suork 5940 6194 281.4 0 95.9 69.0 12124 8 2 4.31200e+01
140807 Prey Pnov 7087 8638 152.6 0 82.0 58.4 15713 12 0 1.03019e+02
80901 Chhveang 4312 4586 316.0 0 94.0 67.4 8898 0 0 2.81621e+01
140801 Kampong Popil 6183 6550 365.6 0 94.4 67.1 12725 5 2 3.48266e+01
140401 Chong Ampil 3569 3982 210.2 0 89.6 78.8 7550 1 0 3.59149e+01
80314 Sithor 3286 3241 254.9 0 101.4 59.7 6514 2 1 2.56083e+01
140204 Krabau 4038 4066 145.4 0 99.3 62.7 8102 2 0 5.57190e+01
80909 Preaek Pnov 6210 6533 1809.1 100 95.1 48.5 11883 642 216 7.04400e+00
50808 Yea Angk 3974 4141 53.5 0 96.0 85.7 8112 1 0 1.51819e+02
140810 Reab 5349 5651 239.6 0 94.7 69.4 10997 3 0 4.59088e+01
140406 Preal 4049 4563 129.5 0 88.7 73.9 8605 7 0 6.65133e+01
80809 Mkak 5085 5571 361.2 0 91.3 63.6 10643 4 6 2.94989e+01
90703 Chumnoab 146 152 4.5 0 96.1 78.4 298 0 0 6.55589e+01
120708 Preaek Lieb 6771 8043 1063.8 100 84.2 38.7 14773 3 27 1.39253e+01
80307 Preaek Ampil 5129 5210 348.1 0 98.4 60.0 10331 3 5 2.97018e+01
80908 Ponhea Pon 3357 3396 357.8 0 98.9 59.1 6740 12 0 1.88753e+01
80303 Kampong Chamlang 2156 2103 422.8 0 102.5 69.0 4238 16 5 1.00734e+01
120709 Preaek Ta Sek 2707 2792 371.4 0 97.0 54.9 5248 218 33 1.48079e+01
50502 Cheung Roas 3302 3343 187.4 0 98.8 69.8 6613 16 14 3.54542e+01
140205 Seang Khveang 3954 4448 209.3 0 88.9 62.7 8393 9 0 4.01398e+01
50513 Damnak Reang 3252 3314 196.3 0 98.1 74.2 6558 5 0 3.34532e+01
120503 Kouk Roka 5347 5486 332.3 0 97.5 56.6 10753 0 64 3.26003e+01
120703 Svay Pak 7867 8579 4466.2 100 91.7 41.7 16125 105 208 3.68233e+00
90401 Smach Mean Chey 5300 5281 184.7 100 100.4 51.3 10468 15 64 5.72826e+01
80812 Ponsang 4459 4733 242.1 0 94.2 65.5 9126 0 66 3.79609e+01
80305 Kaoh Oknha Tei 2391 2632 877.1 0 90.8 61.3 5015 5 3 5.72689e+00
140208 Trabaek 2165 2762 116.3 0 78.4 57.1 4925 2 0 4.23801e+01
141308 Prey Khla 4024 4444 191.8 0 90.5 58.4 8464 4 0 4.41601e+01
120803 Khmuonh 9564 10763 1023.6 100 88.9 47.4 19918 66 252 1.98587e+01
90303 Ta Tai Kraom 443 404 4.2 0 109.7 73.9 838 9 0 2.01448e+02
80816 Tuol Prech 3430 3722 216.2 0 92.2 65.7 7008 2 142 3.30772e+01
80308 Preaek Luong 2349 2573 344.5 0 91.3 59.3 4922 0 0 1.42854e+01
140203 Kranhung 5118 5482 158.3 0 93.4 60.5 10576 16 0 6.69585e+01
140808 Prey Sniet 2718 2942 135.6 0 92.4 72.7 5653 6 0 4.17341e+01
80602 Barong 1714 1708 76.6 0 100.4 71.4 3414 8 0 4.46545e+01
90304 Trapeang Rung 1052 981 2.2 0 107.2 63.8 2010 21 2 9.06632e+02
50401 Haong Samnam 1962 2056 41.1 0 95.4 93.4 4016 0 2 9.76438e+01
120711 Chrang Chamreh Muoy 4935 5013 4327.1 100 98.4 52.5 2943 6367 637 2.29902e+00
50402 Reaksmei Sameakki 1513 1490 11.6 0 101.5 85.4 3003 0 0 2.59658e+02
50508 Prey Krasang 3792 4015 243.6 0 94.4 73.3 7790 17 0 3.20499e+01
120712 Chrang Chamreh Pir 6777 7505 3449.3 100 90.3 45.9 7262 6614 401 4.14054e+00
90706 Thma Doun Pov 191 172 0.7 0 111.0 72.0 363 0 0 5.06813e+02
50806 Toap Mean 1512 1462 36.1 0 103.4 85.4 2974 0 0 8.24923e+01
140803 Kampong Prang 2893 2966 164.8 0 97.5 70.4 5733 126 0 3.55531e+01
120704 Kiloumaetr Lekh Prammuoy 8093 9173 3060.9 100 88.2 40.7 17089 57 54 5.64078e+00
50505 Krang Chek 6386 6758 334.3 0 94.5 67.4 13078 11 55 3.93122e+01
50514 Peang Lvea 3583 3959 227.1 0 90.5 65.9 7529 2 11 3.32062e+01
80309 Preaek Ta Kov 2846 3021 292.4 0 94.2 59.2 5865 0 2 2.00648e+01
50515 Phnum Touch 4979 5533 236.9 0 90.0 64.1 10502 9 0 4.43638e+01
90605 Dang Peaeng 3374 3468 5.3 0 97.3 77.9 6784 57 1 1.28257e+03
120511 Krang Thnong 2380 2577 758.1 0 92.4 56.3 4950 5 0 6.53879e+00
80301 Bak Dav 1834 1760 379.0 0 104.2 68.2 3593 1 0 9.48256e+00
141302 Chea Khlang 3459 3935 281.9 0 87.9 53.3 7393 0 1 2.62338e+01
120706 Ruessei Kaev 11602 13358 4822.3 100 86.9 35.1 24607 54 283 5.17591e+00
90402 Dang Tong 6468 6328 6364.6 100 102.2 54.6 8676 4095 20 2.01050e+00
140804 Kampong Ruessei 3557 3935 175.8 0 90.4 68.4 7488 3 1 4.26243e+01
90403 Stueng Veaeng 1321 1259 62.8 0 104.9 56.3 2299 281 0 4.10719e+01
141310 Svay Antor 4539 4835 285.3 0 93.9 54.5 9347 23 4 3.28540e+01
140202 Doun Koeng 3235 3538 143.9 0 91.4 66.8 6772 0 1 4.70756e+01
120710 Chrouy Changva 9517 9995 2027.6 100 95.2 40.3 16265 3116 129 9.62315e+00
80815 Snao 2524 2773 367.5 0 91.0 63.3 5292 1 4 1.44137e+01
120501 Dangkao 7544 8758 1141.3 100 86.1 39.3 16199 30 73 1.42835e+01
50714 Tumpoar Meas 3059 3180 35.9 0 96.2 80.8 6237 0 1 1.73611e+02
80315 Svay Chrum 2010 2122 217.7 0 94.7 53.8 4077 0 55 1.89776e+01
120801 Phnom Penh Thmei 18792 19865 1880.1 100 94.6 38.0 38316 76 253 2.05607e+01
141307 Popueus 2210 2559 198.6 0 86.4 60.0 4762 5 2 2.40159e+01
141107 Prey Kanlaong 2061 2689 120.9 0 76.6 61.5 4750 0 0 3.92959e+01
140206 Smaong Khang Cheung 6849 7370 188.1 0 92.9 56.3 14205 11 1 7.55794e+01
90503 Tuol Kokir Leu 528 495 14.4 0 106.7 66.1 998 25 0 7.10678e+01
50503 Chumpu Proeks 1616 1622 153.5 0 99.6 81.1 3235 2 0 2.10878e+01
200416 Tras 2745 3190 48.7 0 86.1 62.5 5912 10 13 1.21790e+02
200403 Andoung Trabaek 3004 3114 129.5 0 96.5 58.5 6117 1 0 4.72511e+01
120702 Tuol Sangkae 24343 28225 19060.3 100 86.2 31.0 52122 115 289 2.75798e+00
80613 Sarikakaev 3867 3996 401.6 0 96.8 64.6 7635 1 142 1.95807e+01
80609 Preaek Kmeng 1332 1370 134.3 0 97.2 73.0 2702 0 0 2.01143e+01
80814 Samraong Leu 4516 4671 294.6 0 96.7 61.3 9130 0 57 3.11823e+01
141303 Chrey 4761 5599 220.8 0 85.0 58.3 10347 12 1 4.69220e+01
80810 Ovlaok 1774 1972 241.8 0 90.0 61.6 3746 0 0 1.54893e+01
141104 Pou Rieng 2991 3098 99.3 0 96.5 61.0 6088 1 0 6.13446e+01
120407 Boeng Kak Muoy 7282 7865 9516.8 100 92.6 30.2 14995 18 123 1.59161e+00
120210 Srah Chak 19334 20157 12521.8 100 95.9 35.9 38696 189 512 3.15378e+00
120408 Boeng Kak Pir 14471 14700 17355.8 100 98.4 29.0 28515 62 559 1.68076e+00
50703 Khtum Krang 3304 3434 94.0 0 96.2 75.0 6670 3 65 7.16684e+01
140806 Preaek Ta Sar 3103 3020 156.9 0 102.7 67.8 6123 0 0 3.90308e+01
80601 Akreiy Ksatr 4753 4897 614.4 0 97.1 56.1 8964 8 678 1.57062e+01
80607 Peam Oknha Ong 3303 3519 447.3 0 93.9 64.3 6818 2 1 1.52501e+01
90502 Peam Krasaob 650 675 28.7 0 96.3 58.1 1319 6 0 4.61581e+01
141301 Angkor Tret 3653 4176 165.1 0 87.5 62.7 7822 2 3 4.74157e+01
120211 Voat Phnum 4115 5148 14378.0 100 79.9 36.6 8962 162 139 6.44250e-01
120205 Phsar Kandal Muoy 4476 4951 23068.0 100 90.4 30.5 9318 15 63 4.08661e-01
120209 Phsar Chas 3297 3726 69843.1 100 88.5 29.4 6986 11 25 1.00554e-01
120401 Phsar Depou Muoy 5279 5380 32866.7 100 98.1 31.2 10629 7 10 3.24310e-01
120201 Phsar Thmei Muoy 3105 3306 38816.0 100 93.9 26.7 6309 25 75 1.65164e-01
120404 Tuek L’ak Muoy 6561 6932 14858.3 100 94.6 30.4 13384 19 79 9.08115e-01
120202 Phsar Thmei Pir 3441 3946 69240.6 100 87.2 27.1 7324 12 24 1.06686e-01
120305 Monourom 5144 6083 80967.3 100 84.6 32.6 11130 14 30 1.38661e-01
120306 Mittakpheap 4724 5544 26564.9 100 85.2 28.9 10239 7 20 3.86525e-01
50705 Pneay 5040 5502 345.6 0 91.6 66.1 10517 1 24 3.05000e+01
120206 Phsar Kandal Pir 3400 3934 49754.1 100 86.4 28.8 7284 10 40 1.47405e-01
120203 Phsar Thmei Bei 4718 5602 32854.6 100 84.2 28.8 10236 20 48 3.14111e-01
141305 Me Bon 2883 3268 265.5 0 88.2 64.0 6147 4 0 2.31654e+01
90603 Chi Kha Leu 2026 1845 6.5 0 109.8 63.0 3688 183 0 5.95499e+02
120307 Veal Vong 12253 13236 26291.3 100 92.6 33.3 25341 48 80 9.69485e-01
120402 Phsar Depou Pir 5206 5802 53699.9 100 89.7 29.6 10938 7 48 2.04991e-01
120304 Ou Ruessei Buon 4503 4915 113719.9 100 91.6 28.6 9358 10 38 8.28175e-02
120208 Chey Chumneah 6559 5813 16977.4 100 112.8 25.5 12227 79 60 7.28735e-01
120204 Boeng Reang 3639 3571 17345.7 100 101.9 26.3 6986 26 162 4.15664e-01
80605 Kaoh Reah 1546 1652 400.4 0 93.6 60.1 3197 1 0 7.98727e+00
120303 Ou Ruessei Bei 3621 4052 157127.4 100 89.4 29.9 7653 3 15 4.88330e-02
120405 Tuek L’ak Pir 6366 6756 30886.8 100 94.2 28.6 13076 7 32 4.24842e-01
120301 Ou Ruessei Muoy 3876 4257 95582.8 100 91.1 30.7 8032 6 59 8.50885e-02
120403 Phsar Depou Bei 3845 4409 26957.3 100 87.2 29.7 8180 14 46 3.06188e-01
120302 Ou Ruessei Pir 4473 5045 109201.5 100 88.7 30.9 9491 4 14 8.71600e-02
80805 Kamboul 3564 5040 468.7 100 70.7 42.0 8328 6 269 1.83572e+01
120406 Tuek L’ak Bei 12583 13286 22093.8 100 94.7 28.3 25474 12 373 1.17087e+00
120308 Boeng Prolit 5109 5060 25365.2 100 101.0 29.6 10106 2 53 4.00903e-01
120207 Chakto Mukh 5256 5056 6886.5 100 104.0 24.4 10030 6 122 1.49742e+00
80610 Preaek Rey 1667 1801 235.1 0 92.6 65.6 3464 4 0 1.47528e+01
120409 Phsar Daeum Kor 6955 7587 31065.2 100 91.7 30.8 14435 9 95 4.68112e-01
50708 Sambour 4013 4300 275.5 0 93.3 59.7 8310 0 3 3.01783e+01
200410 Krasang 2356 2454 151.5 0 96.0 61.5 4810 0 0 3.17492e+01
120410 Boeng Salang 14745 15190 33739.4 100 97.1 33.5 29827 35 66 8.87242e-01
120107 Tuol Svay Prey Pir 5066 5651 30591.4 100 89.6 28.6 10705 12 0 3.50327e-01
120101 Tonle Basak 14280 15954 6499.1 100 89.5 31.6 29965 67 142 4.65202e+00
120608 Nirouth 10431 10215 2072.0 100 102.1 43.0 20143 72 416 9.96419e+00
120102 Boeng Keng Kang Muoy 6164 6276 12472.2 100 98.2 24.2 11666 61 567 9.97416e-01
50707 Samraong Tong 3164 3410 219.9 0 92.8 57.5 6568 5 0 2.99014e+01
120105 Oulampik 4919 4767 31933.0 100 103.2 28.0 9634 9 39 3.03323e-01
120103 Boeng Keng Kang Pir 5365 5837 38310.9 100 91.9 29.6 10864 32 226 2.92397e-01
120106 Tuol Svay Prey Muoy 6577 7044 23137.1 100 93.4 30.1 13514 23 70 5.88709e-01
80212 Veal Sbov 4796 4705 1218.4 100 101.9 45.2 9245 3 240 7.79790e+00
120108 Tumnob Tuek 8632 9537 23122.6 100 90.5 30.2 18023 22 100 7.85767e-01
120104 Boeng Keng Kang Bei 10505 11695 33743.0 100 89.8 29.0 21997 9 154 6.57915e-01
80803 Chhak Chheu Neang 2061 2763 635.8 0 74.6 38.9 4818 1 5 7.58775e+00
141108 Ta Kao 2358 2650 148.4 0 89.0 59.6 5000 0 8 3.37409e+01
80209 Preaek Aeng 7876 7915 1845.6 100 99.5 48.0 15691 13 87 8.55580e+00
80804 Damnak Ampil 3090 3270 775.3 0 94.5 53.9 6264 89 0 8.20300e+00
120109 Tuol Tumpung Pir 5222 5509 22833.9 100 94.8 30.6 10490 13 219 4.69960e-01
80614 Thma Kor 1745 1880 314.3 0 92.8 60.0 3310 0 315 1.15328e+01
120602 Boeng Tumpun 27835 29660 12462.3 100 93.8 39.7 56803 45 644 4.61352e+00
120111 Boeng Trabaek 4230 4422 18861.9 100 95.7 28.7 8357 52 222 4.58703e-01
120110 Tuol Tumpung Muoy 6089 6286 19779.5 100 96.9 31.6 12148 11 208 6.25648e-01
80205 Kbal Kaoh 8748 9789 561.9 100 89.4 45.2 17297 31 1209 3.29897e+01
120605 Chbar Ampov Pir 12017 12862 21390.6 100 93.4 43.6 24513 13 337 1.16308e+00
141105 Preaek Anteah 3432 3797 267.9 0 90.4 70.9 7198 8 19 2.69828e+01
80208 Phum Thum 5344 5600 711.7 0 95.4 56.7 10938 6 0 1.53764e+01
140207 Smaong Khang Tboung 4854 5697 150.3 0 85.2 65.0 10549 0 2 7.02202e+01
80801 Baek Chan 6667 9095 1165.4 100 73.3 35.7 15691 5 64 1.35247e+01
120112 Phsar Daeum Thkov 11117 10860 22629.7 100 102.4 32.3 21580 29 359 9.71159e-01
80806 Kantaok 4983 7528 941.3 100 66.2 31.7 12460 12 35 1.32908e+01
80608 Phum Thum 855 868 70.0 0 98.5 79.1 1723 0 0 2.46031e+01
120604 Chbar Ampov Muoy 4251 4597 19910.7 100 92.5 37.5 8749 26 68 4.44385e-01
120606 Chak Angrae Leu 9369 12854 6994.0 100 72.9 26.5 22055 18 72 3.17742e+00
80811 Peuk 4075 4429 593.1 0 92.0 51.5 8459 7 19 1.43376e+01
50605 Krang Dei Vay 3571 3527 28.7 0 101.2 82.7 7092 1 4 2.47413e+02
141304 Damrei Puon 4013 4501 133.8 0 89.2 62.6 8511 3 0 6.36396e+01
50711 Tang Krouch 4069 4212 205.5 0 96.6 69.1 8229 1 51 4.03053e+01
120603 Preaek Pra 8635 9221 2976.2 100 93.6 43.1 15926 1881 41 5.99967e+00
80615 Tuek Khleang 1643 1728 287.1 0 95.1 69.3 3364 7 0 1.17419e+01
80206 Kokir 8814 9244 1153.3 100 95.3 56.0 17963 53 39 1.56571e+01
141002 Cheung Tuek 2351 2602 239.1 0 90.4 52.2 4951 1 1 2.07194e+01
50715 Voa Sa 6386 6987 455.4 0 91.4 57.9 13351 5 4 2.93655e+01
120607 Chak Angrae Kraom 10860 15468 2758.9 100 70.2 28.2 26224 22 72 9.54298e+00
50201 Chbar Mon 4249 4451 263.9 100 95.5 56.6 8540 37 123 3.29650e+01
80203 Dei Edth 8329 8511 814.4 0 97.9 53.1 16378 47 410 2.06786e+01
141306 Pean Roung 5853 6696 207.5 0 87.4 68.9 12544 2 0 6.04856e+01
50713 Trapeang Kong 7987 9369 530.2 0 85.2 45.8 17334 8 6 3.27321e+01
120504 Phleung Chheh Roteh 2557 2727 547.4 0 93.8 52.3 5248 0 36 9.65257e+00
200413 Sambuor 2084 2272 158.6 0 91.7 58.9 4353 3 0 2.74715e+01
90302 Kaoh Kapi 1530 1416 48.0 0 108.1 63.8 2828 95 22 6.13257e+01
50203 Roka Thum 7987 8297 1049.4 100 96.3 47.8 16051 69 134 1.55168e+01
80813 Prey Puok 3674 4020 471.7 0 91.4 55.2 7678 1 15 1.63104e+01
120515 Cheung Aek 3512 3682 546.3 0 95.4 51.3 7186 5 3 1.31676e+01
80807 Krang Mkak 2393 2620 385.2 0 91.3 59.1 5013 0 0 1.30152e+01
120507 Pong Tuek 3929 3970 709.0 0 99.0 51.2 7840 23 36 1.11417e+01
200409 Kokir 1611 1595 65.4 0 101.0 52.2 3201 4 1 4.90112e+01
120508 Prey Veaeng 2719 2736 605.9 0 99.4 52.9 5439 16 0 9.00374e+00
80808 Lumhach 3814 4237 475.3 0 90.0 55.4 8050 1 0 1.69382e+01
141003 Kampong Leav 7057 7491 816.7 100 94.2 44.8 14476 3 58 1.78125e+01
80802 Boeng Thum 3626 3686 451.3 0 98.4 56.6 7306 3 3 1.62025e+01
80210 Preaek Thmei 8490 8617 864.5 0 98.5 51.8 17035 6 66 1.97887e+01
50204 Sopoar Tep 3163 3524 850.5 100 89.8 52.5 6675 9 3 7.86215e+00
80603 Boeng Krum 1985 2129 453.0 0 93.2 73.1 4099 0 15 9.08136e+00
200401 Ampil 2759 3049 105.6 0 90.5 54.8 5806 2 0 5.49998e+01
80201 Banteay Daek 7152 7441 270.6 0 96.1 62.6 14536 15 34 5.39193e+01
81103 Daeum Mien 7347 7654 4754.1 100 96.0 40.8 13915 1042 37 3.15535e+00
80611 Preaek Ruessei 3282 3614 301.6 0 90.8 76.7 6890 1 5 2.28680e+01
141106 Preaek Chrey 2945 3238 193.6 0 91.0 66.7 6164 17 1 3.19294e+01
81104 Ta Khmau 13111 15248 2802.1 100 86.0 34.7 28138 27 160 1.01207e+01
140506 Prey Totueng 4574 5229 175.3 0 87.5 70.0 9682 0 76 5.59109e+01
50610 Tang Samraong 3362 3494 51.3 0 96.2 90.9 6852 2 1 1.33525e+02
80202 Chheu Teal 4410 4542 501.9 0 97.1 62.4 8916 9 26 1.78365e+01
120513 Prateah Lang 2161 2396 529.8 0 90.2 50.4 4527 30 0 8.60192e+00
81102 Preaek Ruessei 5344 4985 4925.3 100 107.2 38.7 10277 35 17 2.09714e+00
141001 Baray 2122 2267 146.0 0 93.6 74.7 4389 0 0 3.00567e+01
80606 Lvea Sa 1089 1198 224.7 0 90.9 79.8 2267 0 20 1.01798e+01
80124 Spean Thma 1369 1535 370.0 0 89.2 51.6 2900 1 3 7.84928e+00
140507 Svay Chrum 5589 5984 134.8 0 93.4 69.2 11471 2 100 8.58670e+01
50701 Roleang Chak 3887 4214 331.9 0 92.2 61.3 8101 0 0 2.44047e+01
81101 Ta Kdol 2377 2503 1973.4 100 95.0 42.8 4874 3 3 2.47285e+00
50202 Kandaol Dom 3429 3709 786.3 100 92.5 56.1 7049 21 68 9.07853e+00
141309 Samraong 3596 3802 111.5 0 94.6 69.3 7391 7 0 6.63751e+01
81106 Kampong Samnanh 6138 6677 3743.5 100 91.9 45.0 12665 16 131 3.42324e+00
200414 Sambatt Mean Chey 3022 3355 162.1 0 90.1 63.3 6374 3 0 3.93309e+01
90301 Chrouy Pras 810 720 3.6 0 112.5 69.2 1514 11 5 4.30571e+02
50706 Roleang Kreul 5794 6277 334.1 0 92.3 55.9 12047 20 4 3.61353e+01
120514 Sak Sampov 1264 1324 448.3 0 95.5 54.7 2587 0 0 5.77249e+00
200406 Chrey Thum 4353 4524 156.3 0 96.2 60.1 8796 2 79 5.68126e+01
80114 Preaek Kampis 3961 4206 722.1 0 94.2 51.9 8160 4 3 1.13108e+01
80106 Daeum Rues 3876 4339 350.1 0 89.3 57.0 8187 7 20 2.34680e+01
81105 Preaek Hour 4474 4283 867.8 100 104.5 55.2 8710 6 41 1.00911e+01
81002 Kaoh Anlong Chen 2492 2790 629.6 0 89.3 51.0 5270 10 1 8.39001e+00
50205 Svay Kravan 3831 4210 516.5 100 91.0 51.3 7988 5 48 1.55687e+01
50611 Tang Sya 4516 4518 162.0 0 100.0 71.1 9022 10 0 5.57597e+01
80204 Kampong Svay 5232 5743 198.4 0 91.1 56.2 10968 4 3 5.53229e+01
81013 Svay Rolum 7616 10431 1048.0 0 73.0 41.1 17699 203 140 1.72210e+01
120512 Krang Pongro 1461 1557 438.8 0 93.8 51.4 3016 1 1 6.87760e+00
81011 Setbou 4434 4747 535.9 0 93.4 51.3 9115 1 65 1.71314e+01
80118 Roleang Kaen 2334 2700 393.0 0 86.4 57.5 5025 0 5 1.28100e+01
80117 Roka 1378 1540 500.4 0 89.5 64.7 2918 0 0 5.83100e+00
80211 Samraong Thum 9915 10280 209.4 0 96.4 63.2 19756 10 413 9.64205e+01
50702 Kahaeng 3336 3584 330.1 0 93.1 56.6 6918 2 0 2.09621e+01
80604 Kaoh Kaev 1025 1154 191.7 0 88.8 85.8 2177 0 2 1.13679e+01
80126 Tien 1033 1164 423.7 0 88.7 58.6 2189 1 7 5.18561e+00
50606 Moha Sang 5274 5699 215.0 0 92.5 69.4 10952 18 3 5.10453e+01
140708 Prey Kandieng 4488 4796 207.7 0 93.6 71.5 9228 2 54 4.47081e+01
80119 Roluos 1392 1486 642.4 0 93.7 53.1 2873 4 1 4.47993e+00
80110 Kong Noy 806 883 524.0 0 91.3 61.0 1684 3 2 3.22300e+00
80612 Sambuor 2562 2852 285.3 0 89.8 79.4 5404 1 0 1.89760e+01
50608 Prey Rumduol 1989 2229 97.5 0 89.2 76.0 4216 1 1 4.32687e+01
80103 Barku 2532 2862 769.5 0 88.5 55.0 5304 17 72 7.00963e+00
80102 Anlong Romiet 2120 2130 728.6 100 99.5 46.8 4244 3 3 5.83335e+00
50305 Preah Nipean 5845 6341 389.7 0 92.2 58.4 12185 1 0 3.12730e+01
180403 Ou Bak Roteh 2455 2298 10.4 0 106.8 58.9 4647 15 90 4.57145e+02
50308 Roka Kaoh 3445 3798 238.4 0 90.7 64.9 7235 0 8 3.03850e+01
50710 Skuh 4366 4953 216.8 0 88.1 58.5 9316 3 0 4.29816e+01
80105 Cheung Kaeub 1975 2023 247.4 0 97.6 57.8 3996 2 0 1.61622e+01
81009 Roka Khpos 5920 6260 353.1 0 94.6 51.4 12128 4 47 3.44958e+01
140504 Prey Khnes 5266 5751 200.0 0 91.6 73.9 11012 3 1 5.50987e+01
141311 Tuek Thla 3759 4243 214.7 0 88.6 73.4 7998 2 2 3.72652e+01
200408 Kampong Trach 5210 5681 213.0 0 91.7 58.6 10861 24 4 5.11258e+01
80113 Preah Putth 974 1103 212.3 0 88.3 55.2 2067 9 1 9.78180e+00
50709 Saen Dei 5517 5832 237.6 0 94.6 64.0 11126 0 221 4.77604e+01
50601 Chambak 1699 1697 41.1 0 100.1 78.4 3385 2 9 8.25814e+01
140704 Peam Mean Chey 2423 2809 152.6 0 86.3 72.8 5227 5 0 3.42953e+01
80107 Kandaok 2854 3158 253.7 0 90.4 62.9 6003 1 8 2.37010e+01
80122 Siem Reab 2160 2352 957.5 0 91.8 54.3 4501 11 0 4.71223e+00
50712 Thommoda Ar 4606 4953 178.8 0 93.0 65.0 9544 1 14 5.34575e+01
81012 Svay Prateal 6952 7579 428.9 0 91.7 59.7 12911 1615 4 3.38785e+01
200402 Andoung Pou 2288 2539 179.1 0 90.1 61.4 4789 4 34 2.69487e+01
80127 Trapeang Veaeng 1750 1851 295.3 0 94.5 60.8 3600 0 1 1.21959e+01
80108 Thmei 1055 1138 357.6 0 92.7 62.8 2189 4 0 6.13254e+00
80109 Kouk Trab 2062 2383 667.0 0 86.5 61.2 4444 0 0 6.66377e+00
140701 Ba Baong 3641 3828 148.3 0 95.1 64.8 7441 4 24 5.03566e+01
200411 Mukh Da 3832 4151 272.9 0 92.3 55.2 7962 0 21 2.92512e+01
200407 Doung 4957 5415 187.4 0 91.5 60.7 10361 9 0 5.53554e+01
140109 Theay 4408 4752 236.0 0 92.8 70.6 9123 9 28 3.88175e+01
140502 Chres 6184 6698 294.4 0 92.3 71.9 12880 0 2 4.37513e+01
80128 Trea 2639 2949 271.6 0 89.5 59.5 5583 2 3 2.05710e+01
50313 Veal 4241 4725 331.3 0 89.8 56.6 8960 4 2 2.70642e+01
200412 Mream 4047 4631 150.4 0 87.4 61.8 8678 0 0 5.76908e+01
50604 Kiri Voan 2947 3095 226.5 0 95.2 61.0 6009 19 1 2.66714e+01
50301 Angk Popel 2831 3116 316.6 0 90.9 59.3 5927 0 20 1.87866e+01
140503 Chi Phok 6462 7354 223.3 0 87.9 68.6 13787 8 19 6.18737e+01
80101 Ampov Prey 2911 3274 447.9 0 88.9 58.1 6164 1 20 1.38075e+01
200415 Trapeang Sdau 3708 4228 141.6 0 87.7 56.8 7931 4 0 5.60522e+01
90705 Chi Phat 1161 1149 21.6 0 101.0 69.6 2309 1 0 1.06929e+02
50304 Pechr Muni 2430 2773 327.2 0 87.6 67.8 5189 14 0 1.59024e+01
50704 Krang Ampil 3777 4033 112.2 0 93.7 72.4 7810 0 0 6.96217e+01
81015 Traeuy Sla 8870 9143 364.2 0 97.0 52.7 18002 8 0 4.94568e+01
80116 Preaek Slaeng 1667 1816 322.7 0 91.8 60.1 3473 4 5 1.07924e+01
81010 S’ang Phnum 6608 6763 321.4 0 97.7 63.4 13355 2 14 4.16079e+01
80115 Preaek Roka 2305 2389 421.0 0 96.5 54.5 4668 2 24 1.11493e+01
50613 Traeng Trayueng 11176 10737 36.5 0 104.1 65.9 21796 34 83 6.01064e+02
80125 Tbaeng 1883 2054 176.3 0 91.7 61.8 3937 0 0 2.23270e+01
50306 Prey Nheat 4693 5039 297.9 0 93.1 68.3 9715 17 0 3.26679e+01
81008 Preaek Koy 6927 7314 933.8 0 94.7 50.8 14103 15 113 1.52498e+01
50607 Ou 5524 5678 230.2 0 97.3 67.9 11179 15 3 4.86536e+01
80104 Boeng Khyang 2956 3133 326.7 0 94.4 62.8 6074 5 7 1.86374e+01
81006 Prasat 2816 2878 67.3 0 97.8 58.7 5693 1 0 8.46406e+01
140101 Boeng Preah 5268 6064 274.6 0 86.9 71.3 11298 3 31 4.12704e+01
50311 Srang 4421 4676 122.5 0 94.5 68.0 9088 4 0 7.42828e+01
50312 Tuek L’ak 2594 2811 342.7 0 92.3 68.6 5397 8 0 1.57721e+01
80207 Kokir Thum 5476 5981 284.5 0 91.6 67.7 11430 7 3 4.02692e+01
140505 Prey Rumdeng 3591 4234 250.9 0 84.8 61.0 7820 0 5 3.11937e+01
210208 Lumpong 3458 3604 303.7 0 95.9 64.3 7053 5 4 2.32498e+01
210207 Krang thnong 4323 4466 256.8 0 96.8 65.7 8686 31 72 3.42284e+01
210210 Pot Sar 5383 5728 294.9 0 94.0 66.4 11083 14 13 3.76763e+01
210212 Tang Doung 2310 2517 237.6 0 91.8 60.6 4781 45 1 2.03185e+01
50609 Prey Kmeng 1782 1807 66.5 0 98.6 93.3 3588 0 1 5.39878e+01
140104 Reaks Chey 3296 3512 159.1 0 93.8 72.4 6803 4 0 4.27985e+01
50302 Chongruk 6108 6579 436.5 0 92.8 60.2 12669 6 9 2.90668e+01
140705 Peam Ro 3413 3569 400.4 0 95.6 61.0 6873 9 99 1.74367e+01
81004 Kaoh Khsach Tonlea 2803 2904 605.7 0 96.5 65.5 5650 16 38 9.42227e+00
200404 Angk Prasrae 2620 2881 182.1 0 90.9 59.1 5494 7 0 3.02112e+01
81016 Tuek Vil 4839 4946 458.1 0 97.8 51.3 9784 0 1 2.13618e+01
200405 Chantrei 3453 3940 265.9 0 87.6 67.4 7363 2 28 2.78089e+01
80501 Kampong Phnum 5893 6242 153.7 0 94.4 64.6 12109 2 22 7.89561e+01
90203 Preaek Khsach 707 657 4.7 0 107.6 59.0 1359 5 0 2.89699e+02
180402 Kampong Seila 3508 3434 21.0 0 102.2 74.0 6248 665 29 3.30698e+02
81014 Ta Lon 6384 6438 418.8 0 99.2 65.8 12810 7 5 3.06149e+01
210204 Kandoeng 3860 3932 280.9 0 98.2 71.7 7750 14 28 2.77380e+01
50602 Choam Sangkae 2615 2865 42.6 0 91.3 83.3 5478 0 1 1.28552e+02
90101 Andoung Tuek 2951 2772 14.0 0 106.5 70.9 5433 290 0 4.07827e+02
50110 Svay Chacheb 3714 3991 122.1 0 93.1 87.2 7696 2 7 6.30995e+01
210215 Trapeang Sab 8259 8652 457.8 0 95.5 69.1 16823 23 64 3.69391e+01
140702 Banlich Prasat 2815 2942 329.8 0 95.7 70.7 5753 0 4 1.74544e+01
140108 Spueu Kha 2967 3208 210.6 0 92.5 77.4 6175 0 0 2.93170e+01
81005 Krang Yov 7511 7698 299.5 0 97.6 68.8 15151 2 56 5.07789e+01
140508 Trapeang Srae 6511 7144 316.1 0 91.1 70.3 13642 5 7 4.32019e+01
50603 Dambouk Rung 2735 2691 31.0 0 101.6 82.6 5410 9 5 1.74757e+02
140105 Roung Damrei 3735 4192 167.6 0 89.1 72.0 7923 0 4 4.72923e+01
210211 Souphi 3580 3903 653.2 0 91.7 63.7 7405 38 40 1.14560e+01
140706 Preaek Khsay Ka 3410 3602 1068.2 100 94.7 50.2 6942 11 57 6.56419e+00
50112 Tuol Sala 3052 3324 224.3 0 91.8 80.4 6367 1 8 2.84230e+01
210202 Champei 2675 2876 244.4 0 93.0 70.8 5537 5 9 2.27173e+01
140501 Angkor Sar 4364 4950 302.6 0 88.2 76.2 9294 0 19 3.07787e+01
200305 Kampong Ampil 1640 1846 143.0 0 88.8 75.7 3486 0 0 2.43830e+01
200310 Thna Thnong 2812 3173 203.0 0 88.6 61.1 5983 2 0 2.94895e+01
81003 Kaoh Khael 4496 4777 452.1 0 94.1 50.8 9252 20 0 2.05109e+01
50310 Snam Krapeu 5740 5825 369.8 0 98.5 66.2 11543 21 1 3.12711e+01
210205 Komar Reachea 4525 4915 344.4 0 92.1 71.4 9434 3 3 2.74111e+01
140107 Spueu Ka 3538 4053 329.1 0 87.3 63.8 7576 0 15 2.30663e+01
90102 Kandaol 1752 1892 23.3 0 92.6 74.9 3573 71 0 1.56642e+02
200302 Thmea 1274 1543 143.6 0 82.6 71.6 2812 0 5 1.96199e+01
210203 Doung 3866 4220 315.0 0 91.6 66.7 8049 2 34 2.56719e+01
81001 Khpob 5552 5820 338.0 0 95.4 67.4 11371 1 0 3.36449e+01
200304 Chrung Popel 2129 2379 178.0 0 89.5 67.8 4507 0 0 2.53193e+01
140102 Cheung Phnum 3439 3771 182.6 0 91.2 71.7 7208 1 1 3.94898e+01
200508 Doun Sa 2889 3337 228.5 0 86.6 78.9 6214 1 11 2.72420e+01
200516 Svay Yea 3829 4332 218.0 0 88.4 84.3 8155 2 4 3.74308e+01
140103 Chheu Kach 3723 4088 226.2 0 91.1 70.5 7809 1 1 3.45372e+01
50114 Svay Rumpea 3747 4057 323.5 0 92.4 70.5 7794 10 0 2.41267e+01
140703 Neak Loeang 3819 3717 423.5 0 102.7 67.1 7137 82 317 1.77964e+01
140707 Preaek Khsay Kha 5693 5826 3010.7 100 97.7 50.7 11075 2 432 3.82604e+00
80506 Preaek Tonloab 6464 6967 169.8 0 92.8 60.1 13089 19 286 7.91208e+01
200301 Bos Mon 2236 2438 146.0 0 91.7 63.2 4667 7 0 3.20167e+01
210209 Pea Ream 3636 4004 373.3 0 90.8 67.5 7592 32 16 2.04670e+01
50303 Moha Ruessei 4239 4296 420.8 0 98.7 66.4 8490 0 45 2.02826e+01
140306 Kou Khchak 6268 7073 235.6 0 88.6 68.7 13329 6 6 5.66212e+01
50309 Sdok 3468 3598 262.5 0 96.4 72.5 7064 2 0 2.69135e+01
50115 Preah Khae 2646 2895 143.9 0 91.4 82.6 5536 4 1 3.85105e+01
210206 Krang Leav 4859 5492 407.0 0 88.5 76.0 10331 1 19 2.54350e+01
140905 Kampong Soeng 5504 5749 277.8 0 95.7 68.2 11221 28 2 4.05094e+01
200306 Meun Chey 2572 2798 212.9 0 91.9 77.1 5369 0 0 2.52224e+01
210201 Chambak 5443 5842 492.9 0 93.2 63.4 11193 25 67 2.28968e+01
81007 Preaek Ambel 10256 10481 410.4 0 97.9 62.9 20721 4 10 5.05282e+01
50102 Kat Phluk 3818 3829 160.9 0 99.7 76.8 7644 3 0 4.75284e+01
140106 Sdau Kaong 4041 4521 187.2 0 89.4 69.7 8557 4 1 4.57275e+01
210214 Trapeang Krasang 3598 4050 415.0 0 88.8 79.0 7616 2 30 1.84285e+01
80408 Pouthi Ban 5561 5568 161.3 0 99.9 61.5 10916 2 209 6.90042e+01
80407 Leuk Daek 6480 6696 238.5 0 96.8 67.7 12993 0 167 5.52519e+01
200513 Svay Angk 2115 2295 202.3 0 92.2 66.3 4408 0 2 2.17977e+01
210604 Char 4134 4426 279.4 0 93.4 69.7 8526 6 27 3.06412e+01
50307 Prey Vihear 4595 4694 340.0 0 97.9 75.5 9288 0 0 2.73210e+01
200501 Angk Ta Sou 2437 2674 384.7 0 91.1 82.3 5111 0 0 1.32868e+01
200308 Sangkae 1946 2172 158.4 0 89.6 57.7 4118 0 0 2.59911e+01
140305 Kansoam Ak 4247 4543 212.7 0 93.5 76.0 8790 0 0 4.13264e+01
200309 Svay Chek 2291 2565 154.8 0 89.3 66.4 4840 2 14 3.13708e+01
210213 Tnaot 3304 3751 349.3 0 88.1 59.0 7055 0 0 2.01960e+01
50113 Kak 2504 2669 219.4 0 93.8 84.0 5171 2 0 2.35814e+01
140607 Preaek Krabau 2458 2234 287.0 0 110.0 65.0 4569 1 122 1.63462e+01
140910 Rumchek 6022 6268 294.3 0 96.1 71.7 12283 4 3 4.17581e+01
210707 Rovieng 6764 7774 408.2 0 87.0 78.1 14367 24 146 3.56121e+01
140601 Angkor Angk 2489 2419 140.7 0 102.9 67.2 4891 17 0 3.48806e+01
200517 Thlok 2123 2437 232.4 0 87.1 84.1 4560 0 0 1.96194e+01
200307 Pong Tuek 2996 3275 164.7 0 91.5 53.6 6269 2 0 3.80653e+01
200702 Kokir Saom 2960 3099 95.5 0 95.5 76.4 6051 7 0 6.34530e+01
50104 Pheakdei 2982 3075 150.6 0 97.0 80.6 6057 0 0 4.02199e+01
80505 Preaek Dach 3722 3857 122.2 0 96.5 72.1 7531 12 35 6.20361e+01
140907 Lvea 3198 3368 228.7 0 95.0 74.8 6562 2 1 2.87086e+01
210607 Kdanh 3201 3380 543.2 0 94.7 66.0 6557 8 16 1.21153e+01
210613 Tang Yab 4111 4452 474.1 0 92.3 58.7 8539 24 0 1.80627e+01
50105 Pheari Mean Chey 3741 3898 360.5 0 96.0 73.5 7639 0 0 2.11895e+01
210612 Snao 2891 3065 245.5 0 94.3 68.2 5900 14 42 2.42575e+01
210705 Khvav 6813 7123 455.3 0 95.6 79.1 13893 37 3 3.06054e+01
210704 Chumreah Pen 5269 6067 340.8 0 86.8 80.9 11146 1 189 3.32643e+01
140311 Prey Chhor 2808 3193 215.5 0 87.9 73.0 6001 0 0 2.78449e+01
80405 Kaoh Thum Kha 3502 3282 447.9 0 106.7 51.9 6774 8 2 1.51459e+01
200510 Kraol Kou 4723 5143 230.1 0 91.8 64.0 9861 1 2 4.28717e+01
200303 Chak 2388 2471 206.4 0 96.6 54.8 4831 3 25 2.35431e+01
50109 Pou Mreal 4532 4671 187.1 0 97.0 72.8 9202 1 0 4.91797e+01
50111 Tuol Ampil 4567 4897 380.0 0 93.3 77.4 9304 17 142 2.49043e+01
90202 Phnhi Meas 378 383 3.5 0 98.7 53.1 761 0 0 2.16424e+02
140906 Krang Svay 3436 3591 283.1 0 95.7 80.4 7025 2 0 2.48231e+01
200706 Prey Ta Ei 1418 1613 76.1 0 87.9 67.4 3031 0 0 3.98057e+01
80404 Kaoh Thum Ka 2537 2887 632.7 0 87.9 68.2 5424 0 0 8.57340e+00
210710 Sla 3631 4135 382.0 0 87.8 73.8 7696 13 57 2.03290e+01
140610 Svay Phluoh 3985 3960 226.9 0 100.6 59.8 7759 20 120 3.50197e+01
200509 Kouk Pring 3389 3930 266.1 0 86.2 72.0 7314 4 1 2.75026e+01
50101 Basedth 5206 5531 322.4 0 94.1 67.3 10731 3 0 3.33009e+01
80403 Kampong Kong 5505 5945 286.8 0 92.6 64.9 11152 292 3 3.99263e+01
140307 Kampong Trabaek 3785 4048 272.4 0 93.5 68.0 7827 6 0 2.87599e+01
200711 Svay Rumpea 1888 2105 154.7 0 89.7 65.4 3992 0 1 2.58093e+01
90602 Chi Kha Kraom 1630 1544 44.4 0 105.6 83.3 3173 1 0 7.15448e+01
140309 Prasat 4922 5369 320.9 0 91.7 65.7 10241 13 37 3.20697e+01
50103 Nitean 3376 3694 237.9 0 91.4 87.2 7065 1 4 2.97232e+01
210610 Prey Lvea 3430 3696 341.7 0 92.8 64.0 7092 34 0 2.08521e+01
200512 Pouthi Reach 3299 3472 303.8 0 95.0 65.7 6740 1 30 2.22904e+01
70309 Trapeang Plang 5298 5117 17.6 0 103.5 74.5 10369 24 22 5.91791e+02
210611 Prey Phdau 4414 4760 434.9 0 92.7 63.9 9152 13 9 2.10951e+01
210606 Kampong Reab 3322 3216 339.5 0 103.3 69.1 6504 1 33 1.92577e+01
80411 Preaek Thmei 9341 9631 600.9 0 97.0 52.6 15409 3557 4 3.15726e+01
50106 Phong 3805 3879 330.1 0 98.1 72.0 7683 1 0 2.32746e+01
140909 Reathor 3585 3518 221.2 0 101.9 68.4 7095 6 0 3.21176e+01
210603 Champa 3352 3585 446.2 0 93.5 67.3 6936 1 0 1.55473e+01
210708 Samraong 3286 3636 440.8 0 90.4 73.6 6855 32 35 1.57026e+01
200708 Romeang Thkaol 2441 2889 132.4 0 84.5 58.1 5330 0 0 4.02575e+01
200607 Sangkhoar 2934 3278 207.9 0 89.5 59.4 6205 6 1 2.98793e+01
80504 Peam Reang 3310 3369 129.6 0 98.2 65.3 6667 11 1 5.15462e+01
210703 Cheung Kuon 3931 4344 377.5 0 90.5 72.6 8257 9 9 2.19233e+01
70404 Srae Chaeng 4914 5161 56.8 0 95.2 79.4 10033 11 30 1.77477e+02
140904 Chey Kampok 4148 4433 254.3 0 93.6 77.1 8577 4 0 3.37396e+01
210602 Ban Kam 3416 3632 384.4 0 94.1 66.1 7047 1 0 1.83358e+01
50107 Pou Angkrang 7227 7520 445.1 0 96.1 77.4 14715 16 16 3.31339e+01
200514 Svay Chrum 2042 2177 324.6 0 93.8 66.4 4212 2 5 1.29982e+01
210701 Boeng Tranh Khang Cheung 4541 4826 437.9 0 94.1 76.5 9327 28 12 2.13892e+01
140310 Pratheat 4261 4580 313.4 0 93.0 80.4 8841 0 0 2.82081e+01
90601 Boeng Preav 3500 3440 69.6 0 101.7 67.8 6924 7 9 9.97252e+01
140301 Ansaong 2882 3173 210.9 0 90.8 84.3 6055 0 0 2.87058e+01
70302 Ta Kaen 6931 6747 36.3 0 102.7 70.7 13469 132 77 3.76424e+02
200605 Chek 3990 4326 273.7 0 92.2 54.9 8294 3 19 3.03834e+01
200507 Chheu Teal 3711 4418 218.4 0 84.0 77.7 8116 1 12 3.72289e+01
210906 Ou Saray 5901 6092 197.6 0 96.9 76.9 11983 10 0 6.06984e+01
200505 Ta Suos 5002 5404 256.7 0 92.6 61.9 10303 9 94 4.05353e+01
200709 Sambuor 3366 3662 160.4 0 91.9 61.2 7017 2 9 4.38031e+01
90606 Srae Ambel 6230 6446 224.8 100 96.6 61.5 12533 107 25 5.63947e+01
210709 Soeng 4346 4695 289.9 0 92.6 68.3 9028 13 0 3.11912e+01
210608 Pou Rumchak 3659 3937 289.0 0 92.9 68.2 7579 16 1 2.62823e+01
210605 Kampeaeng 4149 4216 317.7 0 98.4 72.1 8353 5 6 2.63311e+01
200704 Monourom 577 562 68.8 0 102.7 61.6 1137 1 1 1.65634e+01
50108 Pou Chamraeun 3227 3457 233.6 0 93.3 89.5 6664 1 19 2.86089e+01
210702 Boeng Tranh Khang Tboung 5435 5772 370.9 0 94.2 74.2 11202 5 0 3.02179e+01
90103 Ta Nuon 705 666 5.1 0 105.9 64.4 1371 0 0 2.67859e+02
140901 Angkor Reach 5288 5709 260.1 0 92.6 67.6 10982 7 6 4.22722e+01
180401 Chamkar Luong 1375 1245 23.5 0 110.4 72.7 2583 22 15 1.11584e+02
200705 Popeaek 2341 2530 116.5 0 92.5 73.0 4867 4 0 4.18134e+01
140911 Sena Reach Otdam 5115 5720 220.1 0 89.4 77.6 10831 2 0 4.92198e+01
80402 Chrouy Ta Kaev 4419 4735 259.3 0 93.3 64.0 9146 7 0 3.53011e+01
140313 Thkov 2604 2974 187.9 0 87.6 67.3 5577 1 0 2.96935e+01
140308 Peam Montear 5073 5109 142.5 0 99.3 61.5 10182 0 0 7.14346e+01
200602 Prey Chhlak 1457 1664 675.0 100 87.6 49.9 3121 0 0 4.62343e+00
140903 Boeng Daol 4943 5457 202.3 0 90.6 78.0 10399 1 0 5.14151e+01
210609 Prey Kabbas 3108 3361 292.3 0 92.5 68.5 6463 6 0 2.21350e+01
80410 Preaek Sdei 10031 10315 384.6 0 97.2 56.4 20325 13 6 5.28973e+01
210711 Trea 4595 4673 335.5 0 98.3 70.9 9257 10 1 2.76280e+01
200802 Bavet 6719 6809 281.6 0 98.7 40.5 13450 15 62 4.80370e+01
200803 Chrak Mtes 4785 5026 151.3 0 95.2 53.3 9806 2 3 6.48254e+01
210914 Trapeang Thum Khang Cheung 3559 3895 277.9 0 91.4 80.1 7451 3 0 2.68237e+01
140602 Kampong Prasat 2831 2864 135.6 0 98.8 62.0 5568 26 97 4.19921e+01
210104 Ponley 3220 3512 124.7 0 91.7 70.8 6709 22 1 5.40010e+01
140603 Kaoh Chek 3250 3240 176.7 0 100.3 61.7 6482 4 3 3.67318e+01
90104 Thma Sa 4585 4655 38.1 0 98.5 70.2 9221 11 8 2.42419e+02
210902 Cheang Tong 4787 5334 312.6 0 89.7 75.1 10119 2 0 3.23731e+01
200604 Pou Ta Hao 829 907 666.9 0 91.4 48.0 1726 0 10 2.60312e+00
200601 Svay Rieng 6802 7106 2580.8 100 95.7 43.4 13635 30 232 5.38913e+00
80503 Khpob ateav 2681 2745 138.1 0 97.7 60.9 5411 0 1 3.93011e+01
200703 Kandieng Reay 3849 4201 306.9 0 91.6 58.7 8017 6 27 2.62312e+01
210601 Angkanh 3189 3314 513.1 0 96.2 62.4 6484 19 0 1.26748e+01
200504 Chamlang 4363 4903 223.2 0 89.0 67.3 9232 0 34 4.15174e+01
210909 Popel 3715 3971 332.8 0 93.6 83.0 7671 10 2 2.30926e+01
210908 Otdam Souriya 4433 4830 328.9 0 91.8 83.0 9244 1 18 2.81621e+01
80409 Preaek Chrey 6651 6414 220.5 0 103.7 43.5 12096 63 139 5.92604e+01
200515 Svay Thum 4568 4962 226.4 0 92.1 73.2 9519 5 5 4.20852e+01
200503 Chambak 4308 4791 254.9 0 89.9 71.5 9094 2 3 3.57021e+01
140304 Chrey 2591 2959 241.0 0 87.6 75.3 5549 1 0 2.30278e+01
200606 Svay Toea 2176 2498 218.2 0 87.1 57.5 4642 8 24 2.14210e+01
140606 Krang Ta Yang 3506 3796 228.1 0 92.4 70.1 7298 3 1 3.20137e+01
210706 Lumchang 2989 3162 237.5 0 94.5 70.4 6046 70 35 2.59021e+01
200603 Koy Trabaek 1236 1333 285.6 0 92.7 60.4 2547 1 21 8.99565e+00
210102 Ba Srae 4366 4514 205.5 0 96.7 66.4 8845 35 0 4.32143e+01
140312 Prey Poun 3153 3542 343.6 0 89.0 62.5 6693 1 0 1.94863e+01
210106 Prey Phkoam 4574 4424 189.3 0 103.4 70.7 8944 16 38 4.75340e+01
90604 Chrouy Svay 2054 2066 21.0 0 99.4 77.7 4119 1 0 1.96524e+02
140303 Cheang Daek 4273 4682 126.5 0 91.3 66.7 8929 1 25 7.07662e+01
200511 Kruos 4999 5186 206.0 0 96.4 71.0 10181 4 0 4.94307e+01
80401 Chheu Khmau 5344 5632 214.0 0 94.9 61.3 10955 3 18 5.13016e+01
90201 Kaoh Sdach 2494 2333 27.7 0 106.9 65.4 4788 26 11 1.73987e+02
200502 Basak 3465 3595 143.4 0 96.4 65.2 7043 0 17 4.92166e+01
200801 Bati 2471 2562 120.7 0 96.4 56.6 5032 1 0 4.16848e+01
210904 Leay Bour 9445 10150 315.8 0 93.1 68.9 19561 26 7 6.20506e+01
140902 Banteay Chakrei 6934 6816 163.5 0 101.7 66.8 13747 1 2 8.40769e+01
200204 Preah Ponlea 2066 2315 156.9 0 89.2 64.3 4377 1 2 2.79206e+01
200707 Prasout 3179 3483 189.1 0 91.3 69.7 6647 1 14 3.52328e+01
200108 Prey Kokir 2269 2464 115.7 0 92.1 55.3 4732 1 0 4.09179e+01
70405 Srae Knong 2655 3023 89.5 0 87.8 87.9 5651 1 26 6.34395e+01
200805 Prey Angkunh 3196 3339 315.9 0 95.7 51.2 6518 8 7 2.06853e+01
200209 Svay Ta Yean 4041 4483 192.1 0 90.1 61.0 8520 1 3 4.43758e+01
210915 Trapeang Thum Khang Tboung 3798 4246 245.4 0 89.4 69.7 8017 19 8 3.27856e+01
210801 Baray 5583 5543 253.4 0 100.7 64.3 10801 295 29 4.39110e+01
80412 Sampov Lun 10439 10555 327.2 0 98.9 52.2 19512 28 1436 6.41588e+01
210101 Angkor Borei 6014 6170 254.8 0 97.5 64.1 11759 414 6 4.78125e+01
210912 Ta Phem 6485 7050 437.1 0 92.0 71.1 13527 6 2 3.09679e+01
210802 Roka Knong 7109 7347 785.5 100 96.8 49.5 14274 71 105 1.84034e+01
200804 Prasat 1117 1099 80.7 0 101.6 59.7 2214 2 0 2.74483e+01
80507 Sandar 2005 1998 110.5 0 100.4 62.2 4000 3 0 3.62415e+01
140608 Preaek Sambuor 2073 2018 167.7 0 102.7 60.6 4090 1 0 2.44017e+01
140908 Preah Sdach 5832 5937 214.4 0 98.2 63.6 11614 3 151 5.48802e+01
140302 Cham 5408 5771 239.5 0 93.7 65.5 11126 3 50 4.66686e+01
210901 Angk Ta Saom 6757 7436 442.3 0 90.9 64.0 14179 12 1 3.20863e+01
140609 Ruessei Srok 4397 4640 185.5 0 94.8 66.9 9018 3 3 4.87223e+01
200105 Me Sa Thngak 2592 2639 192.7 0 98.2 51.3 5219 2 0 2.71515e+01
210910 Samraong 2851 2977 227.5 0 95.8 68.0 5827 0 0 2.56196e+01
70403 Snay Anhchet 2511 2759 89.6 0 91.0 78.5 5254 0 16 5.88320e+01
200207 Samlei 3224 3232 123.4 0 99.8 70.1 6455 1 0 5.23201e+01
200208 Samyaong 1106 1089 91.8 0 101.6 53.4 2195 0 0 2.39024e+01
210105 Preaek Phtoul 3600 3567 168.5 0 100.9 62.5 7108 12 0 4.25285e+01
200205 Prey Thum 1296 1501 139.3 0 86.3 61.3 2779 0 18 2.00754e+01
211009 Sambuor 5866 6171 216.8 0 95.1 59.5 12027 8 2 5.55187e+01
211012 Srangae 4330 4689 329.9 0 92.3 65.0 9008 11 0 2.73362e+01
210803 Roka Krau 7663 8138 470.7 0 94.2 59.2 15775 14 12 3.35680e+01
210911 Srae Ronoung 3643 3862 211.1 0 94.3 74.7 7471 16 18 3.55504e+01
180404 Stueng Chhay 1220 1159 27.5 0 105.3 61.7 2362 1 16 8.65374e+01
200202 Nhor 3151 3287 249.6 0 95.9 52.3 6433 4 1 2.57976e+01
200203 Ksetr 4584 4763 157.6 0 96.2 65.8 9343 3 1 5.92940e+01
210903 Kus 6221 6801 267.1 0 91.5 71.7 12998 13 9 4.87447e+01
140604 Kaoh Roka 2875 2827 130.5 0 101.7 61.9 5698 0 1 4.36978e+01
140605 Kaoh Sampov 5935 5734 94.7 0 103.5 55.9 10700 22 180 1.23259e+02
80502 K’am Samnar 2503 2494 173.3 0 100.4 51.8 4973 3 20 2.88375e+01
210103 Kouk Thlok 1158 1142 35.0 0 101.4 59.7 2279 21 0 6.56418e+01
200104 Chres 2685 2897 106.9 0 92.7 64.9 5579 3 0 5.22299e+01
70406 Srae Samraong 1846 2248 104.1 0 82.1 84.7 4083 3 8 3.93454e+01
200201 Banteay Krang 1083 1205 79.7 0 89.9 59.9 2281 0 7 2.86897e+01
200206 Reach Montir 1518 1641 112.9 0 92.5 60.9 3159 0 0 2.79925e+01
200109 Samraong 1590 1586 145.0 0 100.3 60.2 3170 6 0 2.18982e+01
211008 Roneam 3838 4068 255.4 0 94.3 71.4 7901 5 0 3.09597e+01
180209 Sameakki 2265 2304 21.2 0 98.3 82.3 4564 0 3 2.15326e+02
210905 Nhaeng Nhang 2699 2932 213.5 0 92.1 71.7 5619 9 3 2.63695e+01
70407 Trapeang Reang 3292 3658 241.1 0 90.0 72.2 6932 5 12 2.88203e+01
180204 Cheung Kou 5679 5666 51.0 0 100.2 67.8 11273 17 52 2.22299e+02
211013 Thlok 5021 5287 213.3 0 95.0 67.1 10307 0 1 4.83269e+01
210913 Tram Kak 5491 5824 236.8 0 94.3 63.4 11286 21 8 4.77882e+01
211007 Prey Sloek 5099 5456 289.8 0 93.5 69.6 10527 23 3 3.64203e+01
211004 Khvav 4528 4690 250.0 0 96.5 74.2 9210 8 0 3.68686e+01
200212 Tnaot 3248 3401 153.0 0 95.5 70.6 6640 2 4 4.34486e+01
70401 Chres 3460 3719 303.7 0 93.0 66.4 7172 0 7 2.36410e+01
70402 Chumpu Voan 3840 4090 139.8 0 93.9 73.0 7930 0 0 5.67287e+01
210305 Kouk Pou 4830 4664 207.2 0 103.6 68.2 8002 1488 4 4.58220e+01
200110 Tuol Sdei 1260 1217 33.8 0 103.5 60.7 2473 3 0 7.31985e+01
70103 Champei 4158 4551 272.2 0 91.4 75.4 8697 9 3 3.19925e+01
200103 Chantrea 1805 1900 60.2 0 95.0 71.1 3694 10 1 6.15622e+01
211001 Angkanh 2695 2690 347.3 0 100.2 66.1 5380 4 0 1.55068e+01
200211 Thmei 2734 2764 137.9 0 98.9 62.3 5483 3 12 3.98805e+01
70311 Nareay 2464 2595 276.0 0 95.0 76.8 5051 1 7 1.83279e+01
70304 Chhuk 3830 4049 243.9 0 94.6 59.1 7758 18 103 3.23007e+01
70307 Krang Snay 4697 4988 395.5 0 94.2 65.8 9652 18 15 2.44860e+01
210303 Doung Khpos 3044 3094 217.5 0 98.4 67.6 6123 15 0 2.82227e+01
211002 Angk Khnaor 1879 2023 210.5 0 92.9 68.3 3902 0 0 1.85407e+01
210301 Bourei Cholsar 2131 1930 60.3 0 110.4 60.3 3046 1015 0 6.73622e+01
70308 Lbaeuk 3868 4099 75.1 0 94.4 74.1 7931 6 29 1.06100e+02
70110 Samlanh 2960 3147 243.3 0 94.1 72.6 6085 12 10 2.51037e+01
211006 Angk Kaev 1820 1879 112.4 0 96.9 78.3 3689 4 6 3.29098e+01
70310 Mean Chey 1871 2139 269.6 0 87.5 69.3 3994 2 14 1.48727e+01
70105 Dan Koum 2537 2762 176.1 0 91.9 74.9 5298 1 0 3.00857e+01
211005 Prambei Mom 3575 3631 326.1 0 98.5 67.9 7185 21 0 2.20951e+01
70109 Praphnum 2405 2607 191.7 0 92.3 69.9 5011 1 0 2.61468e+01
70314 Tramaeng 2851 3099 352.7 0 92.0 79.1 5936 0 14 1.68719e+01
70303 Boeng Nimol 2777 3042 183.3 0 91.3 71.4 5725 4 85 3.17535e+01
210505 Romenh 5639 5691 161.8 0 99.1 59.2 10558 771 1 7.00344e+01
210506 Thlea Prachum 2725 2645 160.5 0 103.0 61.4 5368 2 0 3.34653e+01
211014 Tralach 2377 2460 271.1 0 96.6 65.9 4832 0 0 1.78440e+01
70312 Satv Pong 3639 3968 443.6 0 91.7 59.4 7591 1 15 1.71488e+01
211003 Chi Khmar 2186 2362 268.0 0 92.5 71.2 4254 294 0 1.69710e+01
70101 Angk Phnum Touch 2089 2197 249.3 0 95.1 72.6 4278 0 8 1.71902e+01
70102 Angkor Chey 2010 2150 278.6 0 93.5 67.3 4160 0 0 1.49299e+01
70104 Dambouk Khpos 6742 7145 226.0 0 94.4 70.2 13830 2 54 6.14575e+01
70306 Krang Sbov 2425 2558 256.6 0 94.8 71.1 4942 1 40 1.94200e+01
211010 Sanlung 2530 2588 143.5 0 97.8 64.7 5102 16 0 3.56625e+01
70716 Thmei 4031 4273 122.8 0 94.3 75.9 8284 1 19 6.76108e+01
211011 Smaong 2567 2728 346.0 0 94.1 64.2 4685 610 0 1.53032e+01
70715 Stueng Kaev 2756 2848 54.9 0 96.8 76.2 5014 585 5 1.02024e+02
210304 Kampong Krasang 2051 1914 57.5 0 107.2 57.6 3949 8 0 6.89729e+01
70301 Baniev 2517 2644 247.3 0 95.2 69.3 5161 0 0 2.08681e+01
70111 Tani 4041 4339 210.6 0 93.1 64.8 8340 40 0 3.97979e+01
70305 Doun Yay 2655 2859 578.4 0 92.9 68.2 5449 2 63 9.53383e+00
70313 Trapeang Bei 2875 2985 456.4 0 96.3 66.0 5858 1 1 1.28410e+01
70713 Prey Thnang 5087 5324 134.2 0 95.5 69.6 7406 2971 32 7.75855e+01
70509 Angkor Meas 3240 3512 362.4 0 92.3 74.2 6719 5 28 1.86294e+01
70510 L’ang 3445 3455 123.0 0 99.7 72.8 6880 2 17 5.60758e+01
210502 Pech Sar 3958 4088 142.9 0 96.8 68.0 8046 0 0 5.63030e+01
210503 Prey Khla 4880 4992 137.2 0 97.8 66.8 9867 5 0 7.19576e+01
180105 Kaoh Rung 1003 834 17.8 0 120.3 62.9 1786 46 5 1.02962e+02
210401 Angk Prasat 3719 3893 128.1 0 95.5 64.3 7592 1 19 5.94431e+01
210406 Kouk Prech 5476 5688 140.4 0 96.3 64.6 11157 2 4 7.95282e+01
70214 Voat Angk Khang Cheung 2721 3061 452.7 0 88.9 69.6 5755 4 23 1.27721e+01
70108 Phnum Kong 4771 5231 290.5 0 91.2 65.6 9934 35 33 3.44296e+01
70501 Damnak Sokram 1608 1861 114.2 0 86.4 70.3 3466 0 3 3.03680e+01
70508 Totung 2922 3193 218.9 0 91.5 69.5 6085 1 29 2.79364e+01
70505 Mean Ritth 2505 2593 127.8 0 96.6 75.2 5096 0 2 3.98903e+01
70205 Samraong Leu 2596 2837 326.3 0 91.5 60.4 5431 1 1 1.66508e+01
70204 Samraong Kraom 2442 2874 235.5 0 85.0 68.0 5311 1 4 2.25738e+01
70106 Daeum Doung 1148 1362 142.6 0 84.3 61.5 2484 0 26 1.76010e+01
70210 Trapeang Sala Khang Kaeut 1906 2073 183.3 0 91.9 66.7 3969 3 7 2.17050e+01
180303 Tumnob Rolok 6642 6398 89.7 0 103.8 60.0 13013 24 1 1.45362e+02
180301 Kampenh 995 910 287.1 0 109.3 51.3 1893 10 2 6.63578e+00
180211 Tuek L’ak 1949 1865 107.1 0 104.5 73.8 3809 5 0 3.56171e+01
210501 Krapum Chhuk 4657 4766 131.6 0 97.7 68.0 9419 2 2 7.16125e+01
70709 Meakprang 2577 2527 104.6 0 102.0 57.8 5046 42 16 4.88107e+01
70107 Mroum 2059 2273 243.3 0 90.6 66.3 4321 0 10 1.78088e+01
180210 Samrong 3098 3041 84.2 0 101.9 60.9 6104 22 13 7.28890e+01
70215 Voat Angk Khang Tboung 2564 2781 266.8 0 92.2 71.3 5344 1 0 2.00302e+01
180302 Ou Treh 2843 2489 69.4 0 114.2 48.2 5303 6 4 7.67925e+01
180214 Veal Renh 5025 5203 646.0 0 96.6 57.6 10203 12 12 1.58319e+01
210302 Chey Chouk 1202 1195 70.5 0 100.6 58.6 2397 0 0 3.40227e+01
70502 Dang Tong 4623 5168 228.8 0 89.5 68.3 9776 6 7 4.28014e+01
70211 Trapeang Sala Khang Lech 2162 2395 275.4 0 90.3 67.8 4542 1 14 1.65457e+01
210410 Ream Andaeuk 2358 2490 117.6 0 94.7 73.2 4847 1 0 4.12202e+01
210504 Prey Yuthka 2015 1983 85.4 0 101.6 62.5 3992 5 0 4.68089e+01
70712 Prey Khmum 3097 3369 279.0 0 91.9 61.6 6197 267 2 2.31767e+01
180212 Tuek Thla 2439 2394 67.1 0 101.9 66.8 3325 1500 8 7.20021e+01
70705 Kandal 5551 5790 140.2 0 95.9 77.9 11332 1 7 8.08765e+01
70506 Srae Chea Khang Cheung 2023 2037 166.4 0 99.3 79.8 4053 0 7 2.44061e+01
180101 Sangkat Muoy 9756 10736 445.5 100 90.9 45.6 20328 104 40 4.59985e+01
70213 Tuk Meas Khang Lech 5291 5406 308.0 0 97.9 58.5 10690 6 0 3.47276e+01
70507 Srae Chea Khang Tboung 1329 1363 70.5 0 97.5 82.6 2691 1 0 3.81858e+01
70703 Kampong Kraeng 3131 3295 390.9 0 95.0 58.8 5119 1291 16 1.64385e+01
180201 Andoung Thma 2741 2846 113.9 0 96.3 70.2 4092 1486 9 4.90448e+01
70201 Banteay Meas Khang Kaeut 3703 3980 216.7 0 93.0 59.3 7670 6 5 3.54626e+01
70711 Preaek Tnaot 4445 4513 127.7 0 98.5 68.3 7688 1270 0 7.01667e+01
210404 Kampeaeng 2965 3252 128.3 0 91.2 80.6 6214 3 0 4.84674e+01
210403 Kamnab 1442 1473 108.5 0 97.9 69.7 2913 2 0 2.68724e+01
70202 Banteay Meas Khang Lech 3375 3668 208.7 0 92.0 58.4 7012 9 22 3.37452e+01
70212 Tuk Meas Khang Kaeut 2351 2572 176.8 0 91.4 65.6 4918 1 4 2.78507e+01
210402 Preah Bat Choan Chum 8861 9164 351.9 0 96.7 57.6 17909 95 15 5.12211e+01
180203 Bet Trang 1858 1951 50.8 0 95.2 69.9 3805 3 0 7.49954e+01
70207 Sdach Kong Khang Lech 2068 2243 176.1 0 92.2 74.4 4310 1 0 2.44807e+01
70503 Khcheay Khang Cheung 2111 2353 234.0 0 89.7 75.6 4462 2 0 1.90753e+01
210408 Prey Ampok 3817 3953 161.1 0 96.6 67.7 7756 1 13 4.82384e+01
180208 Ream 4843 4874 45.8 0 99.4 61.6 9669 31 17 2.12271e+02
180213 Tuol Toetueng 2333 2456 90.9 0 95.0 74.0 3643 1140 6 5.26849e+01
210409 Prey Rumdeng 4554 4828 111.0 0 94.3 62.4 9346 23 13 8.45504e+01
180103 Sangkat Bei 12269 12007 1789.2 100 102.2 42.7 23666 228 353 1.35678e+01
70704 Kampong Samraong 1437 1459 427.3 0 98.5 65.0 2271 612 13 6.77778e+00
70504 Khcheay Khang Tboung 2394 2526 276.9 0 94.8 78.5 4920 0 0 1.77652e+01
70717 Trapeang Pring 3284 3599 158.0 0 91.2 70.9 6878 1 3 4.35744e+01
70707 Kaoh Touch 3437 3261 8.0 0 105.4 70.0 6689 2 1 8.37035e+02
70804 Andoung Khmaer 5452 5471 417.3 100 99.7 51.3 9207 1653 9 2.61749e+01
180207 Prey Nob 3256 3310 181.1 0 98.4 72.2 6370 184 7 3.62549e+01
210405 Kiri Chong Kaoh 2808 2998 207.6 0 93.7 67.5 5793 6 7 2.79660e+01
180102 Sangkat Pir 6534 6507 5505.1 100 100.4 37.4 12816 33 171 2.36891e+00
70719 Trapeang Thum 1318 1451 908.9 100 90.8 51.8 2754 9 6 3.04650e+00
180104 Sangkat Buon 15719 15919 1291.3 100 98.7 40.9 30704 151 692 2.45017e+01
70701 Boeng Tuk 2665 2704 127.4 0 98.6 53.7 4708 656 1 4.21372e+01
70603 Damnak Kantuot Khang Cheung 2699 2903 269.0 0 93.0 76.2 5600 1 0 2.08220e+01
70606 Kampong Trach Khang Lech 2804 2945 73.5 0 95.2 67.5 5742 5 2 7.81693e+01
70604 Damnak Kantuot Khang Tboung 3521 3815 277.1 0 92.3 73.7 7310 1 25 2.64726e+01
70802 Krang Ampil 2242 2390 1868.8 100 93.8 45.8 4585 6 24 2.47860e+00
70803 Kampong Bay 3026 3350 3519.5 100 90.3 40.5 6288 56 20 1.81160e+00
70708 Koun Satv 4075 4398 139.7 0 92.7 72.5 8471 2 0 6.06555e+01
180206 Ou Oknha Heng 4388 4363 123.7 0 100.6 70.4 8295 435 17 7.07187e+01
70607 Kanthaor Khang Cheung 1073 1236 243.5 0 86.8 78.3 2309 0 0 9.48438e+00
210407 Phnum Den 3597 3877 379.1 0 92.8 64.4 7470 3 0 1.97137e+01
70206 Sdach Kong Khang Cheung 2750 2800 249.9 0 98.2 67.2 5544 3 3 2.22067e+01
70702 Chum Kriel 2795 3039 281.4 100 92.0 53.2 4337 1479 17 2.07334e+01
70209 Tnaot Chong Srang 3489 3788 151.6 0 92.1 61.1 7276 0 1 4.79882e+01
70718 Trapeang Sangkae 2613 2828 404.7 0 92.4 59.0 4072 1359 10 1.34453e+01
70801 Kampong Kandal 4142 4143 4143.6 100 100.0 38.7 8009 202 46 1.99946e+00
70805 Traeuy Kaoh 3023 3128 284.3 0 96.6 57.0 3328 2813 7 2.16373e+01
180202 Boeng Ta Prum 3239 3339 210.3 0 97.0 62.3 3828 2741 7 3.12724e+01
210411 Saom 4162 4382 145.3 0 95.0 63.9 8541 3 0 5.88013e+01
230103 Pong Tuek 4289 4427 254.8 0 96.9 74.0 8708 0 8 3.42095e+01
70609 Kanthaor Khang Lech 2191 2387 281.3 0 91.8 71.9 4575 0 3 1.62758e+01
70208 Sdach Kong Khang Tboung 1326 1393 102.3 0 95.2 74.4 2718 1 0 2.65681e+01
230102 Ou Krasar 3402 3466 441.6 0 98.2 71.2 6865 3 0 1.55538e+01
210412 Ta Ou 3889 4065 170.4 0 95.7 66.4 7924 2 28 4.66725e+01
70203 Prey Tonle 1179 1228 63.6 0 96.0 71.2 2407 0 0 3.78391e+01
70608 Kanthaor Khang kaeut 2109 2236 228.3 0 94.3 71.1 4341 0 4 1.90279e+01
230202 Prey Thum 3940 4087 193.6 0 96.4 67.7 7589 434 3 4.14514e+01
70605 Kampong Trach Khang Kaeut 4616 4839 596.5 100 95.4 56.6 9447 8 0 1.58497e+01
180205 Ou Chrov 3345 3071 323.8 0 108.9 60.2 4891 1482 42 1.98118e+01
70612 Preaek Kroes 4240 4545 262.9 0 93.3 73.6 8774 11 0 3.34205e+01
70601 Boeng Sala Khang Cheung 3289 3405 270.0 0 96.6 68.9 6689 5 0 2.47963e+01
230201 Kaeb 2372 2306 199.7 100 102.9 57.3 4671 7 0 2.34260e+01
70615 Svay Tong Khang Cheung 1655 1736 192.5 0 95.3 69.2 3391 0 0 1.76199e+01
230101 Angkaol 3671 3793 197.3 0 96.8 77.0 7462 1 1 3.78366e+01
70602 Boeng Sala Khang Tboung 3795 3888 156.8 0 97.6 69.9 7683 0 0 4.90137e+01
70613 Ruessei Srok Khang Kaeut 2129 2172 187.5 0 98.0 66.4 4299 0 0 2.29410e+01
70614 Ruessei Srok Khang Lech 5071 5285 349.1 0 96.0 59.2 10355 1 0 2.96611e+01
70616 Svay Tong Khang Tboung 2488 2704 375.8 0 92.0 59.5 5192 0 0 1.38156e+01
20905 Samlout 3721 3299 35.5 0 112.8 58.9 7006 11 3 1.97554e+02
120502 Trapeang Krasang 5728 6979 1403.8 0 82.1 46.6 12611 17 78 9.05192e+00
120509 Samraong Kraom 3058 3135 507.9 0 97.5 43.7 6176 5 12 1.21929e+01
120506 Kakab 16757 18392 2787.5 100 91.1 38.6 34925 36 157 1.26094e+01
120802 Tuek Thla 28589 33006 9186.2 100 86.6 31.8 61327 49 142 6.70518e+00
120601 Stueng Mean Chey 38545 50045 7863.8 100 77.0 30.5 88259 64 249 1.12655e+01
120505 Chaom Chau 25067 37585 2351.3 100 66.7 26.7 62429 119 95 2.66459e+01
120510 Prey Sa 4054 4385 638.4 0 92.5 51.4 8412 12 14 1.32182e+01
210907 Trapeang Kranhung 3564 3421 149.3 0 104.2 88.1 6977 8 0 4.67839e+01
21006 Chrey Seima 2693 2678 78.2 0 100.6 67.9 5347 9 15 6.86626e+01
21105 Ou Rumduol 3252 2976 28.3 0 109.3 58.9 6218 8 2 2.20251e+02
21002 Angkor Ban 866 795 24.9 0 108.9 51.6 1597 53 7 6.65917e+01
21001 Sampov Lun 899 851 14.6 0 105.6 53.4 1744 2 2 1.20132e+02
21003 Ta Sda 2232 2188 58.1 0 102.0 51.0 4391 26 2 7.60603e+01
21004 Santepheap 5424 5171 178.3 0 104.9 52.1 10528 52 13 5.94226e+01
21005 Serei Mean Chey 5828 5623 186.0 0 103.6 61.3 11405 9 37 6.15783e+01
21103 Chak Krey 9429 9201 388.9 0 102.5 65.3 18481 97 48 4.79090e+01
21104 Barang Thleak 2614 2495 77.7 0 104.8 54.0 5048 54 7 6.57364e+01
21101 Phnom Proek 2469 2428 28.3 0 101.7 54.5 4865 22 10 1.73313e+02
21102 Pech Chenda 7602 7256 105.6 0 104.8 54.6 14659 120 61 1.40674e+02
150206 Srae Sdok 5166 5788 56.9 0 89.3 69.5 10946 8 0 1.92346e+02
171009 Siem Reab 9408 9709 718.7 100 96.9 61.9 19000 9 107 2.65996e+01
171007 Chong Knies 1708 1719 120.1 0 99.4 63.3 3330 91 6 2.85295e+01
150305 Kampong Luong 2860 2968 401.7 0 96.4 61.1 5809 16 2 1.45074e+01
150205 Reang Til 2364 2357 57.1 0 100.3 67.8 4715 5 1 8.26115e+01
150208 Sya 2887 3098 58.2 0 93.2 64.8 5976 3 5 1.02773e+02
library(skimr)
skim(tn)
Data summary
Name tn
Number of rows 1621
Number of columns 12
_______________________
Column type frequency:
character 1
numeric 11
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
COMM_NAME 0 1 2 27 0 1421 0

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
COMM_CODE 0 1 104099.52 64684.00 10201.00 50104.00 90102.00 160503.00 240204.00 ▇▆▅▅▃
MALES 0 1 4019.77 3001.84 146.00 2344.00 3453.00 4951.00 44628.00 ▇▁▁▁▁
FEMALES 0 1 4244.06 3299.08 152.00 2476.00 3650.00 5184.00 50045.00 ▇▁▁▁▁
DENSITY 0 1 1295.51 7841.66 0.30 63.00 167.30 306.90 157127.40 ▇▁▁▁▁
URBAN 0 1 9.99 30.00 0.00 0.00 0.00 0.00 100.00 ▇▁▁▁▁
SEXRATIO 0 1 95.49 6.28 66.20 91.70 95.10 98.70 133.20 ▁▅▇▁▁
DEPENDENCY 0 1 66.34 12.49 24.20 59.90 67.20 73.90 108.80 ▁▂▇▃▁
BUDDHIST 0 1 8010.19 6244.77 21.00 4668.00 6936.00 10030.00 88423.00 ▇▁▁▁▁
MUSLIM 0 1 158.56 664.35 0.00 1.00 4.00 19.00 7749.00 ▇▁▁▁▁
CHRISTIAN 0 1 30.88 92.55 0.00 0.00 4.00 22.00 1471.00 ▇▁▁▁▁
AREA 0 1 110.48 199.77 0.05 24.13 43.83 102.89 2337.16 ▇▁▁▁▁

Rút Trích Bộ Dữ Liệu

#Đổi tên dữ liệu cho tiện thao tác
names(tn) <- c('Q','W','E','R','T','Y','U','I','O','P','A','S')
names(tn)
##  [1] "Q" "W" "E" "R" "T" "Y" "U" "I" "O" "P" "A" "S"
#Lấy các xã có số nữ từ 6000-6500 người và gán vào tn1
tn1 <- tn[tn$R>=6000 & tn$R<=6500,]
str(tn1)
## 'data.frame':    51 obs. of  12 variables:
##  $ Q: int  220101 220201 171403 10408 170702 10211 20404 170410 171103 20809 ...
##  $ W: chr  "Anlong Veaeng" "Ampil" "Srae Nouy" "Tuek Chour" ...
##  $ E: int  6544 6230 6464 5816 6038 6232 5628 5995 5965 5787 ...
##  $ R: int  6124 6285 6336 6287 6414 6440 6026 6182 6365 6344 ...
##  $ T: num  32.3 34.3 25.2 158.7 230 ...
##  $ Y: int  0 0 0 0 0 0 0 0 0 0 ...
##  $ U: num  106.9 99.1 102 92.5 94.1 ...
##  $ I: num  60.6 60.4 78.1 65.5 65.8 71.6 67.4 68.3 57.4 61.3 ...
##  $ O: int  12636 12505 12792 12101 12443 12639 11566 12170 12287 12116 ...
##  $ P: int  13 10 5 0 3 13 17 7 2 2 ...
##  $ A: int  19 0 1 1 6 20 66 0 41 13 ...
##  $ S: num  391.9 364.6 507.4 76.3 54.1 ...
#Rút ra các xã có số dân thành thị là 100 và gán vào tn2
tn2 <- tn[tn$Y==100,]
str(tn2)
## 'data.frame':    162 obs. of  12 variables:
##  $ Q: int  220404 130801 160202 11002 10602 10607 170602 10605 10902 10209 ...
##  $ W: chr  "Samraong" "Kampong Pranak" "Labansiek" "Paoy Paet" ...
##  $ E: int  9475 5508 10136 44628 13028 7610 2686 9593 4078 10754 ...
##  $ R: int  9219 5171 9181 44921 13671 7990 2917 9739 4014 11370 ...
##  $ T: num  196 503 1655 928 622 ...
##  $ Y: int  100 100 100 100 100 100 100 100 100 100 ...
##  $ U: num  102.8 106.5 110.4 99.3 95.3 ...
##  $ I: num  62.4 54 49.7 49.2 51.5 50.3 52.4 51.5 47 53.7 ...
##  $ O: int  18680 10431 18114 88423 26428 15503 5536 18998 8085 21674 ...
##  $ P: int  7 182 546 820 76 62 46 175 2 374 ...
##  $ A: int  6 64 404 272 192 26 21 151 5 72 ...
##  $ S: num  95.3 21.2 11.7 96.5 42.9 ...
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
#Tìm ra xã hơn 10000 người theo đạo Phật và trong đó có hơn 1000 phụ nữ
tn3 <- filter(tn, tn$O>10000 & tn$R>1000)
str(tn3)
## 'data.frame':    409 obs. of  12 variables:
##  $ Q: int  220403 220204 220101 220201 10701 220404 220506 220202 10702 10301 ...
##  $ W: chr  "Kriel" "Kouk Mon" "Anlong Veaeng" "Ampil" ...
##  $ E: int  6732 5465 6544 6230 6794 9475 7973 6439 8760 4740 ...
##  $ R: int  6502 5458 6124 6285 6768 9219 7329 6561 8866 5292 ...
##  $ T: num  12.2 40.3 32.3 34.3 29.5 ...
##  $ Y: int  0 0 0 0 0 100 0 0 0 0 ...
##  $ U: num  103.5 100.1 106.9 99.1 100.4 ...
##  $ I: num  70.7 66.9 60.6 60.4 60 62.4 65.3 63.5 61 58.6 ...
##  $ O: int  13206 10919 12636 12505 13539 18680 15277 12993 17598 10025 ...
##  $ P: int  6 3 13 10 18 7 17 5 21 7 ...
##  $ A: int  22 1 19 0 2 6 8 0 7 0 ...
##  $ S: num  1087 271 392 365 460 ...
# Tìm ra các xã có diện tích hơn 7000.000 và có mật độ dân số lớn hơn 2
tn4 <- filter(tn, tn$S>700.000 | tn$T>2) %>% select(Q,W,T,S)
str(tn4)
## 'data.frame':    1618 obs. of  4 variables:
##  $ Q: int  160801 190303 190305 160802 220405 220403 130306 130301 220503 160910 ...
##  $ W: chr  "Ta Veaeng Leu" "Santepheap" "Thma Kaev" "Ta Veaeng Kraom" ...
##  $ T: num  1.9 1.6 7.4 4.5 439.9 ...
##  $ S: num  1714.3 1961.9 375.5 558.4 21.1 ...

Tạo Dữ Liệu Mới

#Tạo thêm biến Overdensity với các xã có mật độ dân số quá 290 thì quá cao là 1 còn lại là 0 
g <- mutate(tn,Overdensity=case_when(tn$T > 290 ~ '1', tn$T < 290 ~ '0' ))
str(g)
## 'data.frame':    1621 obs. of  13 variables:
##  $ Q          : int  160801 190303 190305 160802 220405 220403 130306 130301 220503 160910 ...
##  $ W          : chr  "Ta Veaeng Leu" "Santepheap" "Thma Kaev" "Ta Veaeng Kraom" ...
##  $ E          : int  1613 1482 1371 1281 4564 6732 3387 2756 2804 1642 ...
##  $ R          : int  1689 1653 1410 1252 4717 6502 3225 2668 2530 1643 ...
##  $ T          : num  1.9 1.6 7.4 4.5 439.9 ...
##  $ Y          : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ U          : num  95.5 89.7 97.2 102.3 96.8 ...
##  $ I          : num  79.9 88.2 83.6 87.1 44.5 70.7 62.7 65.9 75.2 89.6 ...
##  $ O          : int  1069 943 2779 157 9201 13206 6546 5394 5332 2643 ...
##  $ P          : int  0 3 2 0 18 6 60 18 2 4 ...
##  $ A          : int  27 0 0 75 54 22 5 11 0 0 ...
##  $ S          : num  1714.3 1961.9 375.5 558.4 21.1 ...
##  $ Overdensity: chr  "0" "0" "0" "0" ...
#Tạo thêm biến Comperative so sánh số dân nam của xã có lớn hơn nữ hay không
k <- mutate(tn,comperative=case_when(tn$E>tn$R ~ 'more',tn$E<tn$R ~ 'less' ))
str(k)
## 'data.frame':    1621 obs. of  13 variables:
##  $ Q          : int  160801 190303 190305 160802 220405 220403 130306 130301 220503 160910 ...
##  $ W          : chr  "Ta Veaeng Leu" "Santepheap" "Thma Kaev" "Ta Veaeng Kraom" ...
##  $ E          : int  1613 1482 1371 1281 4564 6732 3387 2756 2804 1642 ...
##  $ R          : int  1689 1653 1410 1252 4717 6502 3225 2668 2530 1643 ...
##  $ T          : num  1.9 1.6 7.4 4.5 439.9 ...
##  $ Y          : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ U          : num  95.5 89.7 97.2 102.3 96.8 ...
##  $ I          : num  79.9 88.2 83.6 87.1 44.5 70.7 62.7 65.9 75.2 89.6 ...
##  $ O          : int  1069 943 2779 157 9201 13206 6546 5394 5332 2643 ...
##  $ P          : int  0 3 2 0 18 6 60 18 2 4 ...
##  $ A          : int  27 0 0 75 54 22 5 11 0 0 ...
##  $ S          : num  1714.3 1961.9 375.5 558.4 21.1 ...
##  $ comperative: chr  "less" "less" "less" "more" ...