knitr::opts_chunk$set(echo = TRUE)
library(readxl)
library(dplyr)
## Warning: package 'dplyr' was built under R version 4.2.3
##
## 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
library(MASS)
##
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
##
## select
library(gtools)
library(gmodels)
## Warning: package 'gmodels' was built under R version 4.2.3
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.2.3
library(class)
library(tidyr)
## Warning: package 'tidyr' was built under R version 4.2.3
Memanggil Data dan Membentuk Data Frame
dt <- read_excel("D:/SEM 6/BISMILLAH LOMBA/SATDAT JUARA PART 2/Data fix/Data Cleaning_Hanung Safrizal.xlsx",
sheet = "Data Fix")
## Warning: Expecting numeric in M2018 / R2018C13: got 'NA'
head(dt)
## # A tibble: 6 × 17
## Target_PJK Age Sex GD_Puasa GD_PP Kolestrol LDL HDL Lipoprotein
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 0 57 1 94 131 212 144 48 85
## 2 0 57 2 112 242 266 159 64 95
## 3 0 49 1 87 55 209 146 38 81
## 4 0 46 2 99 106 227 137 57 91
## 5 0 32 1 87 117 217 119 84 91
## 6 0 27 1 84 85 174 103 46 70.8
## # ℹ 8 more variables: Merokok <dbl>, Lingkar_Perut <dbl>,
## # Target_Hipertensi <dbl>, Nyeri_Dada <dbl>, Riwayat_Keluarga <chr>,
## # IMT <dbl>, Sistolik <dbl>, Diastolik <dbl>
str(dt)
## tibble [5,329 × 17] (S3: tbl_df/tbl/data.frame)
## $ Target_PJK : num [1:5329] 0 0 0 0 0 0 0 0 0 0 ...
## $ Age : num [1:5329] 57 57 49 46 32 27 40 35 38 27 ...
## $ Sex : num [1:5329] 1 2 1 2 1 1 1 2 1 2 ...
## $ GD_Puasa : num [1:5329] 94 112 87 99 87 84 79 82 89 86 ...
## $ GD_PP : num [1:5329] 131 242 55 106 117 85 68 121 109 89 ...
## $ Kolestrol : num [1:5329] 212 266 209 227 217 174 159 170 184 119 ...
## $ LDL : num [1:5329] 144 159 146 137 119 103 101 107 124 76 ...
## $ HDL : num [1:5329] 48 64 38 57 84 46 50 38 52 51 ...
## $ Lipoprotein : num [1:5329] 85 95 81 91 91 ...
## $ Merokok : num [1:5329] 1 2 4 1 1 4 4 0 0 3 ...
## $ Lingkar_Perut : num [1:5329] 80.5 90.7 80 89.5 89 70 62 85 84 70.6 ...
## $ Target_Hipertensi: num [1:5329] 0 1 0 1 1 0 0 0 0 1 ...
## $ Nyeri_Dada : num [1:5329] 0 0 0 0 1 0 0 0 0 0 ...
## $ Riwayat_Keluarga : chr [1:5329] "0" "0" "0" "0" ...
## $ IMT : num [1:5329] 26.6 28.2 22.9 31.2 32.8 ...
## $ Sistolik : num [1:5329] 100 118 86 120 126 108 100 102 82 114 ...
## $ Diastolik : num [1:5329] 66 63 57 83 69 67 62 80 77 70 ...
# Pastikan tidak ada nilai NA di setiap kolom
dt <- na.omit(dt)
# Membentuk Data Frame
dt$Sex <- as.factor(dt$Sex)
dt$Target_PJK <- as.factor(dt$Target_PJK)
dt$Merokok <- as.factor(dt$Merokok)
dt$Target_Hipertensi<- as.factor(dt$Target_Hipertensi)
dt$Riwayat_Keluarga<- as.factor(dt$Riwayat_Keluarga)
# Periksa hasil
summary(dt)
## Target_PJK Age Sex GD_Puasa GD_PP
## 0:4854 Min. :22.0 1:1787 Min. : 49.00 Min. : 28.0
## 1: 472 1st Qu.:35.0 2:3539 1st Qu.: 77.00 1st Qu.: 91.0
## Median :44.0 Median : 83.00 Median :107.0
## Mean :43.7 Mean : 89.36 Mean :121.4
## 3rd Qu.:52.0 3rd Qu.: 90.38 3rd Qu.:131.0
## Max. :65.0 Max. :665.00 Max. :677.0
## Kolestrol LDL HDL Lipoprotein Merokok
## Min. : 78.0 Min. : 0.0 Min. : 10.00 Min. : 44.00 0:2252
## 1st Qu.:165.5 1st Qu.: 97.0 1st Qu.: 46.00 1st Qu.: 70.70 1:1363
## Median :188.0 Median :116.0 Median : 53.00 Median : 80.00 2: 353
## Mean :191.6 Mean :119.2 Mean : 54.88 Mean : 79.87 3: 318
## 3rd Qu.:213.0 3rd Qu.:137.6 3rd Qu.: 61.00 3rd Qu.: 88.00 4:1040
## Max. :474.0 Max. :373.0 Max. :3985.00 Max. :169.00
## Lingkar_Perut Target_Hipertensi Nyeri_Dada Riwayat_Keluarga
## Min. : 0.00 0:2931 Min. :0.0000 0:4587
## 1st Qu.: 69.00 1:2395 1st Qu.:0.0000 1: 739
## Median : 78.00 Median :0.0000
## Mean : 75.09 Mean :0.1388
## 3rd Qu.: 85.00 3rd Qu.:0.0000
## Max. :170.00 Max. :1.0000
## IMT Sistolik Diastolik
## Min. :12.67 Min. : 58.0 Min. : 35.00
## 1st Qu.:21.04 1st Qu.: 97.0 1st Qu.: 62.00
## Median :24.11 Median :106.0 Median : 69.00
## Mean :24.49 Mean :110.9 Mean : 71.02
## 3rd Qu.:27.27 3rd Qu.:118.0 3rd Qu.: 77.00
## Max. :48.51 Max. :269.0 Max. :169.00
# Menampilkan struktur data frame
str(dt)
## tibble [5,326 × 17] (S3: tbl_df/tbl/data.frame)
## $ Target_PJK : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
## $ Age : num [1:5326] 57 57 49 46 32 27 40 35 38 27 ...
## $ Sex : Factor w/ 2 levels "1","2": 1 2 1 2 1 1 1 2 1 2 ...
## $ GD_Puasa : num [1:5326] 94 112 87 99 87 84 79 82 89 86 ...
## $ GD_PP : num [1:5326] 131 242 55 106 117 85 68 121 109 89 ...
## $ Kolestrol : num [1:5326] 212 266 209 227 217 174 159 170 184 119 ...
## $ LDL : num [1:5326] 144 159 146 137 119 103 101 107 124 76 ...
## $ HDL : num [1:5326] 48 64 38 57 84 46 50 38 52 51 ...
## $ Lipoprotein : num [1:5326] 85 95 81 91 91 ...
## $ Merokok : Factor w/ 5 levels "0","1","2","3",..: 2 3 5 2 2 5 5 1 1 4 ...
## $ Lingkar_Perut : num [1:5326] 80.5 90.7 80 89.5 89 70 62 85 84 70.6 ...
## $ Target_Hipertensi: Factor w/ 2 levels "0","1": 1 2 1 2 2 1 1 1 1 2 ...
## $ Nyeri_Dada : num [1:5326] 0 0 0 0 1 0 0 0 0 0 ...
## $ Riwayat_Keluarga : Factor w/ 2 levels "0","1": 1 1 1 1 2 1 1 1 1 1 ...
## $ IMT : num [1:5326] 26.6 28.2 22.9 31.2 32.8 ...
## $ Sistolik : num [1:5326] 100 118 86 120 126 108 100 102 82 114 ...
## $ Diastolik : num [1:5326] 66 63 57 83 69 67 62 80 77 70 ...
## - attr(*, "na.action")= 'omit' Named int [1:3] 2017 5328 5329
## ..- attr(*, "names")= chr [1:3] "2017" "5328" "5329"
Data Proportion
pcheart <- table(dt$Target_PJK)
pcheart
##
## 0 1
## 4854 472
prop.table(table(dt$Target_PJK))
##
## 0 1
## 0.91137814 0.08862186
Splitting Data
library(caret)
## Loading required package: lattice
set.seed(45) # digunakan untuk menghasilkan hasil acak yang sama setiap kali dijalankan
train_index <- createDataPartition(y = dt$Target_PJK, p = .7, list = FALSE) # memilih indeks secara acak untuk set pelatihan
train_dt <- as.data.frame(dt[train_index, ]) # memilih data untuk set pelatihan
test_dt <- as.data.frame(dt[-train_index, ]) # memilih data untuk set pengujian
train_dt
## Target_PJK Age Sex GD_Puasa GD_PP Kolestrol LDL HDL Lipoprotein
## 1 0 57 1 94.0 131.0 212.00 144.00 48.00 85.0
## 2 0 57 2 112.0 242.0 266.00 159.00 64.00 95.0
## 3 0 46 2 99.0 106.0 227.00 137.00 57.00 91.0
## 4 0 27 1 84.0 85.0 174.00 103.00 46.00 70.8
## 5 0 40 1 79.0 68.0 159.00 101.00 50.00 66.2
## 6 0 35 2 82.0 121.0 170.00 107.00 38.00 93.0
## 7 0 38 1 89.0 109.0 184.00 124.00 52.00 86.0
## 8 0 27 2 86.0 89.0 119.00 76.00 51.00 72.0
## 9 0 52 1 78.0 91.0 121.10 75.10 54.00 84.0
## 10 0 25 1 91.0 188.0 199.00 135.00 36.00 99.0
## 11 0 50 2 87.0 104.0 161.00 104.00 46.00 81.0
## 12 0 30 2 92.0 133.0 163.00 80.00 72.00 82.0
## 13 0 39 2 90.0 103.0 189.00 117.00 40.90 78.7
## 14 0 45 1 99.0 151.0 159.00 93.00 49.00 79.0
## 15 0 39 2 95.0 106.0 180.00 99.70 40.00 89.0
## 16 0 46 1 74.0 99.0 216.00 147.00 58.00 80.0
## 17 0 45 2 83.0 51.0 200.00 140.00 49.00 71.0
## 18 0 37 2 114.0 257.0 237.00 142.00 81.00 76.3
## 19 0 60 1 85.0 98.0 140.00 75.00 62.00 89.0
## 20 0 55 2 87.0 123.0 161.00 97.00 54.00 74.0
## 21 0 58 1 81.0 102.0 150.00 94.00 59.00 82.0
## 22 0 39 2 100.0 111.0 220.00 148.00 50.00 74.0
## 23 0 42 2 90.0 145.0 203.00 127.00 65.00 75.6
## 24 0 45 1 75.0 71.0 140.00 80.00 49.90 87.0
## 25 0 54 2 106.0 123.0 118.00 64.00 46.00 67.0
## 26 0 42 1 98.0 116.0 160.00 103.00 43.00 75.0
## 27 0 37 2 84.0 92.0 204.00 124.00 44.00 78.5
## 28 0 26 2 77.0 110.0 181.00 103.00 47.00 84.0
## 29 0 55 1 80.0 97.0 216.00 150.00 42.90 80.0
## 30 0 46 2 90.0 76.0 220.00 142.00 36.00 89.0
## 31 0 61 1 84.0 95.0 194.00 135.00 44.40 116.0
## 32 0 56 2 118.0 252.0 195.00 121.00 36.00 80.1
## 33 0 34 2 81.0 127.0 164.40 103.00 56.00 71.0
## 34 0 40 1 78.0 86.0 186.00 114.00 62.00 86.0
## 35 0 52 1 86.0 82.0 138.00 75.00 48.30 70.0
## 36 0 47 2 85.0 98.0 207.00 127.00 55.30 77.0
## 37 0 50 1 90.0 107.0 173.00 102.00 63.30 82.0
## 38 0 41 2 90.0 97.0 189.30 94.60 73.90 80.5
## 39 0 42 2 93.0 109.0 153.00 105.00 57.80 91.0
## 40 0 59 1 82.0 79.0 168.00 91.00 65.00 74.0
## 41 0 48 2 89.0 95.0 160.00 106.00 41.00 75.0
## 42 0 58 2 95.0 79.0 169.00 111.00 46.70 95.0
## 43 1 48 1 116.0 221.0 247.00 145.00 76.00 89.0
## 44 0 29 1 116.0 125.0 236.00 150.00 36.00 83.0
## 45 0 42 2 72.0 67.0 151.00 98.00 54.00 74.0
## 46 0 60 2 80.0 93.0 176.30 94.90 52.00 85.0
## 47 1 49 2 84.0 107.0 194.00 128.00 45.00 79.0
## 48 0 30 2 89.0 90.0 257.00 155.00 53.00 79.0
## 49 0 47 2 80.0 106.0 171.00 93.00 63.00 64.0
## 50 0 43 2 80.0 64.0 203.00 140.00 28.00 80.8
## 51 0 45 1 88.0 133.0 203.00 133.00 68.00 93.0
## 52 0 33 2 74.0 85.0 173.00 116.00 42.00 77.0
## 53 0 27 2 83.0 125.0 166.00 99.00 59.30 92.0
## 54 0 63 1 84.0 74.0 174.00 107.00 52.00 97.0
## 55 1 52 1 108.0 266.0 244.00 150.00 35.00 94.0
## 56 0 47 2 82.0 116.0 187.00 129.00 47.00 74.0
## 57 1 58 1 142.0 297.0 228.00 147.00 38.00 100.0
## 58 0 55 2 75.0 109.0 187.50 131.40 56.00 73.0
## 59 0 59 2 94.0 107.0 255.00 167.00 77.00 84.0
## 60 0 33 1 81.0 136.0 243.00 153.00 66.00 87.0
## 61 0 25 1 87.0 83.0 173.00 120.00 89.50 56.0
## 62 0 46 1 73.0 59.0 167.50 108.40 56.00 66.0
## 63 0 57 1 79.0 94.0 139.00 85.00 68.60 80.0
## 64 0 46 2 83.0 114.0 193.00 123.00 63.00 88.0
## 65 0 35 2 93.0 82.0 224.00 172.00 40.00 81.5
## 66 0 50 2 83.0 98.0 185.00 113.00 77.00 65.0
## 67 1 34 1 104.0 161.0 221.00 160.00 45.00 94.5
## 68 0 25 2 86.0 99.0 159.00 105.00 52.00 68.0
## 69 0 54 2 74.0 54.0 144.00 76.00 50.00 83.0
## 70 0 36 2 82.0 120.0 193.20 134.80 47.40 90.0
## 71 0 50 1 81.0 93.0 146.00 72.00 86.40 60.0
## 72 0 43 1 85.0 97.0 208.00 127.00 59.80 68.0
## 73 0 61 2 75.0 89.0 206.00 148.00 61.60 92.0
## 74 0 42 2 116.0 251.0 251.00 176.00 54.00 102.5
## 75 0 51 1 80.0 89.0 190.00 118.00 66.00 70.0
## 76 0 26 2 85.0 82.0 164.00 103.00 59.50 74.0
## 77 0 42 1 78.0 86.0 134.00 80.00 60.00 67.0
## 78 0 38 2 83.0 85.0 128.00 72.00 56.00 66.0
## 79 1 46 2 100.0 146.0 218.00 157.00 46.00 87.6
## 80 0 30 2 83.0 90.0 248.00 139.00 91.00 64.0
## 81 0 35 2 84.0 115.0 162.00 107.00 47.00 85.0
## 82 0 41 1 90.0 156.0 216.00 134.00 50.00 94.0
## 83 0 33 2 86.0 112.0 165.00 96.00 70.90 62.0
## 84 0 44 1 105.0 231.0 233.00 145.00 59.00 81.4
## 85 0 37 2 83.0 73.0 171.00 94.00 64.00 63.0
## 86 0 40 1 81.0 99.0 208.00 145.00 47.00 70.6
## 87 0 37 2 83.0 97.0 209.00 143.00 61.50 80.0
## 88 0 54 1 77.0 116.0 177.00 108.00 72.00 91.5
## 89 0 41 2 83.0 103.0 192.00 127.00 49.00 65.0
## 90 0 29 1 83.0 96.0 184.40 118.80 54.40 86.5
## 91 0 45 2 72.0 80.0 151.00 89.00 65.00 91.0
## 92 0 25 1 79.0 67.0 179.00 127.00 54.80 80.0
## 93 0 29 2 84.0 61.0 154.00 110.00 37.00 72.0
## 94 0 54 1 72.0 75.0 178.90 113.00 58.00 99.9
## 95 0 53 2 86.0 90.0 167.70 105.00 50.00 88.0
## 96 0 28 2 91.6 161.0 216.00 142.70 53.80 102.0
## 97 0 45 2 96.0 110.0 155.00 58.00 72.00 70.8
## 98 1 51 2 104.0 109.0 214.00 92.00 61.00 88.0
## 99 0 37 1 83.0 107.0 189.00 0.00 54.00 80.3
## 100 0 29 2 89.0 103.0 198.00 106.00 35.00 89.8
## 101 0 38 2 93.0 107.0 206.00 127.00 67.00 87.0
## 102 0 43 1 99.0 96.0 161.00 94.00 54.00 98.0
## 103 0 37 2 57.0 103.0 118.00 68.00 40.00 76.0
## 104 0 41 2 78.0 82.0 142.00 99.00 60.30 82.0
## 105 0 53 1 90.0 125.0 183.00 118.00 58.20 85.0
## 106 0 29 2 88.0 55.0 169.00 103.00 61.00 80.0
## 107 0 43 2 72.0 104.0 170.00 110.00 55.00 76.0
## 108 0 43 1 92.0 112.0 210.00 122.00 83.00 69.0
## 109 0 42 2 83.0 83.0 182.00 101.00 33.00 68.0
## 110 0 34 2 100.0 122.0 214.00 134.00 64.00 90.0
## 111 0 59 1 83.0 139.0 171.00 98.00 64.00 60.9
## 112 0 30 1 81.0 81.0 216.00 136.00 54.00 77.0
## 113 0 47 1 83.0 84.0 165.00 116.00 46.40 74.0
## 114 0 49 2 77.0 89.0 195.00 111.00 50.00 90.0
## 115 0 50 2 76.0 100.0 200.00 118.00 79.40 70.6
## 116 0 28 1 88.0 106.0 180.00 60.00 72.80 80.0
## 117 0 43 1 66.0 105.0 199.00 140.00 69.80 71.0
## 118 1 46 2 88.0 168.0 192.00 136.00 40.00 99.2
## 119 1 51 2 97.0 115.0 250.70 156.40 61.00 80.0
## 120 0 50 2 77.0 88.0 123.00 74.00 36.00 60.1
## 121 0 53 2 118.0 133.0 185.00 95.00 68.90 79.0
## 122 0 33 1 84.0 85.0 201.00 103.00 47.50 80.5
## 123 0 27 1 84.0 79.0 178.00 120.00 59.80 66.0
## 124 0 48 2 89.0 96.0 123.00 70.70 48.00 63.0
## 125 0 50 1 71.0 70.0 150.00 84.00 66.80 68.0
## 126 0 29 2 77.0 58.0 182.00 112.00 69.50 65.0
## 127 0 50 1 78.0 98.7 135.20 76.80 66.00 70.0
## 128 0 56 2 90.0 99.0 178.40 110.50 53.00 68.0
## 129 1 28 1 105.0 171.0 209.00 133.00 35.00 96.5
## 130 0 28 2 78.0 43.0 189.00 92.00 38.00 97.0
## 131 0 50 1 81.0 113.0 148.00 95.00 33.00 83.0
## 132 0 44 2 88.0 89.0 166.00 103.00 50.10 87.0
## 133 0 43 1 86.0 100.0 199.00 126.00 72.60 73.0
## 134 0 46 2 83.0 122.0 183.00 107.00 47.00 62.0
## 135 0 50 1 79.0 84.0 215.00 150.00 41.00 87.0
## 136 0 45 2 91.0 107.0 180.00 118.00 50.00 69.0
## 137 0 35 1 81.0 102.0 166.00 85.00 69.30 69.6
## 138 0 36 2 82.0 68.0 158.00 89.00 53.00 65.0
## 139 0 47 1 80.0 106.0 148.00 95.30 58.00 90.0
## 140 0 53 1 93.0 96.0 153.00 67.00 40.20 94.0
## 141 1 44 2 138.0 139.0 253.60 169.00 35.00 89.5
## 142 0 39 2 102.0 136.0 227.00 140.00 39.00 80.6
## 143 1 64 1 90.0 128.0 192.70 115.80 54.00 71.6
## 144 0 43 1 92.0 138.0 211.00 114.00 37.00 82.0
## 145 0 56 2 77.0 69.0 154.00 99.00 44.40 68.0
## 146 0 41 2 104.0 77.0 195.00 127.00 45.40 91.8
## 147 0 41 2 78.0 73.0 160.00 100.00 60.00 76.0
## 148 0 33 2 112.0 111.0 193.00 109.00 42.00 86.0
## 149 0 36 1 95.0 101.0 137.70 71.00 58.40 82.5
## 150 0 38 1 90.0 76.0 141.30 99.20 48.00 86.0
## 151 0 35 2 76.0 70.0 177.00 89.00 64.00 75.0
## 152 1 57 2 126.0 179.0 196.00 129.00 41.00 99.0
## 153 0 57 2 93.0 199.0 196.00 132.00 68.20 80.0
## 154 1 31 1 265.0 374.0 291.40 188.30 38.00 108.5
## 155 0 45 1 83.0 100.0 134.00 89.00 48.00 60.9
## 156 0 64 2 81.0 83.0 163.00 96.00 65.00 80.2
## 157 0 51 1 90.0 115.0 179.00 112.00 55.00 97.0
## 158 1 42 2 209.0 280.0 241.00 169.00 29.00 97.0
## 159 0 36 2 88.0 103.0 173.00 124.00 53.70 104.0
## 160 0 33 1 83.0 78.0 145.00 83.00 67.40 82.0
## 161 0 56 2 80.0 81.0 161.00 89.00 49.00 70.0
## 162 0 45 1 84.0 101.0 183.00 95.00 86.10 66.0
## 163 0 41 2 89.0 81.0 160.00 111.00 54.00 60.4
## 164 0 51 2 97.0 180.0 254.00 156.00 49.00 112.0
## 165 0 40 2 100.0 114.0 247.80 144.00 60.90 64.0
## 166 0 28 2 76.0 61.0 194.00 127.00 67.00 70.5
## 167 0 42 2 88.0 116.0 231.00 177.00 50.00 86.0
## 168 0 30 2 84.0 104.0 154.00 100.00 48.00 80.7
## 169 0 55 1 83.0 107.0 189.00 119.00 54.00 88.0
## 170 1 49 2 96.0 163.0 191.00 131.00 34.00 91.0
## 171 0 58 2 86.0 90.0 215.00 158.00 48.00 80.0
## 172 0 63 2 88.0 101.0 294.00 209.00 68.00 89.0
## 173 0 38 1 85.0 85.0 201.00 123.00 76.40 64.0
## 174 0 40 2 75.0 61.0 186.00 115.00 72.60 60.0
## 175 0 51 2 78.0 111.0 175.00 117.00 65.50 73.0
## 176 0 34 1 84.0 85.0 206.50 109.50 98.00 70.0
## 177 0 31 2 81.8 86.9 190.00 125.00 55.00 68.0
## 178 1 28 2 101.0 113.0 220.00 140.00 54.00 81.0
## 179 0 52 1 82.0 99.0 187.00 126.00 71.40 99.0
## 180 1 60 2 90.0 121.0 259.00 173.00 51.00 89.0
## 181 0 47 2 70.0 73.0 189.00 47.00 48.00 70.0
## 182 0 29 1 84.0 76.0 160.00 85.00 61.00 89.0
## 183 0 54 2 77.0 92.0 252.00 145.00 44.30 78.0
## 184 0 33 1 82.0 75.0 132.00 96.00 47.20 69.0
## 185 0 29 2 94.0 96.0 133.00 82.00 44.00 92.5
## 186 0 42 1 76.0 76.0 152.00 83.00 76.00 69.0
## 187 1 51 2 87.0 171.0 197.00 124.00 55.00 92.0
## 188 0 44 1 155.0 259.0 233.00 153.00 76.30 80.8
## 189 0 44 2 83.0 113.0 126.00 56.00 43.00 80.0
## 190 0 55 2 82.0 69.0 145.00 90.00 46.00 60.5
## 191 0 29 1 72.0 119.0 157.00 81.00 69.20 87.0
## 192 0 51 2 93.0 60.0 117.00 68.00 39.00 70.7
## 193 0 32 2 97.0 158.0 230.00 154.00 45.00 60.3
## 194 0 31 2 83.0 73.0 194.00 126.00 58.00 70.7
## 195 0 31 2 81.0 37.0 183.00 115.80 55.00 84.7
## 196 1 60 1 92.0 152.0 173.00 120.00 28.00 88.0
## 197 0 51 2 81.0 84.0 167.70 103.00 54.00 70.7
## 198 1 64 2 73.0 169.0 121.00 78.00 30.00 93.0
## 199 0 59 2 100.0 120.0 237.00 107.00 67.40 70.5
## 200 0 41 2 149.0 188.0 180.00 116.00 52.30 85.0
## 201 0 42 1 316.0 370.0 195.00 126.00 56.00 61.0
## 202 0 31 2 78.0 50.0 201.00 136.00 44.00 90.9
## 203 0 47 2 89.0 110.0 181.00 107.00 57.00 63.0
## 204 0 39 1 89.0 102.0 165.00 100.00 50.00 85.0
## 205 0 47 2 82.0 146.0 186.00 94.00 41.50 89.0
## 206 0 60 2 86.0 131.0 158.00 81.00 67.80 90.0
## 207 0 29 1 85.0 130.0 196.00 129.00 56.00 78.0
## 208 0 35 2 82.0 73.0 201.00 123.00 53.70 81.0
## 209 0 55 2 72.0 69.0 229.00 154.00 73.60 70.0
## 210 0 29 2 85.0 111.0 195.00 140.00 43.00 82.0
## 211 0 42 1 83.0 79.0 180.00 113.00 53.00 75.0
## 212 1 41 2 94.0 168.0 256.00 186.00 39.00 87.5
## 213 0 50 2 84.0 104.0 201.00 113.00 51.00 83.0
## 214 0 52 1 86.0 124.0 139.00 86.00 58.40 79.0
## 215 1 47 2 105.0 209.0 233.00 160.00 36.00 94.0
## 216 0 38 1 81.0 106.0 208.70 131.90 62.00 80.0
## 217 0 30 2 174.0 103.0 205.00 144.00 41.00 91.0
## 218 0 60 2 84.0 98.0 193.00 145.10 40.10 102.0
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## 858 0 50 2 71.0 76.0 166.00 95.80 52.00 90.3
## 859 0 38 1 78.0 118.7 213.80 112.00 91.00 65.0
## 860 0 28 2 70.0 86.0 191.00 139.00 41.00 80.4
## 861 0 51 1 78.0 146.0 136.00 72.00 50.00 70.5
## 862 0 43 2 85.0 81.0 242.00 160.00 60.00 69.0
## 863 0 34 1 75.0 105.0 164.00 108.20 42.00 70.8
## 864 0 36 2 97.0 99.0 137.00 92.00 31.00 90.1
## 865 0 52 2 67.0 108.0 157.00 81.00 68.00 78.0
## 866 0 48 1 81.0 100.0 143.00 64.60 71.00 78.0
## 867 0 55 2 88.0 137.0 186.00 134.00 40.00 79.0
## 868 0 53 1 111.0 166.0 158.00 74.00 39.00 80.9
## 869 0 49 1 82.0 126.9 206.00 119.00 64.80 70.1
## 870 0 41 2 75.0 84.0 172.10 103.80 48.00 60.7
## 871 0 56 2 78.0 84.0 132.00 75.00 46.20 70.7
## 872 1 59 1 109.0 150.0 196.00 118.00 50.00 93.0
## 873 0 51 2 91.0 123.0 241.00 148.00 53.00 70.7
## 874 0 61 1 80.0 98.0 217.00 157.00 42.00 80.2
## 875 0 30 2 88.0 121.1 181.00 91.00 81.00 90.6
## 876 0 43 1 75.0 106.1 156.00 85.40 66.80 70.2
## 877 0 34 2 67.0 75.0 163.60 100.50 48.00 60.3
## 878 0 28 2 67.0 93.0 142.70 91.30 42.00 66.0
## 879 0 60 1 64.0 121.0 108.00 73.00 35.70 90.0
## 880 0 51 1 81.0 131.0 184.00 119.00 44.00 98.0
## 881 0 45 2 106.0 155.0 174.00 106.90 47.00 110.3
## 882 0 55 1 78.0 101.0 161.00 88.00 78.00 70.6
## 883 0 54 2 74.0 86.2 167.00 109.60 52.00 80.9
## 884 0 46 1 75.0 94.0 204.70 132.40 58.00 80.0
## 885 0 40 2 87.0 108.0 195.00 121.00 35.00 90.2
## 886 0 29 2 73.0 104.0 229.60 125.60 64.00 70.7
## 887 0 58 1 75.0 94.0 141.10 68.00 74.00 70.3
## 888 0 47 2 63.1 149.2 171.00 106.00 52.00 87.0
## 889 0 42 2 84.9 101.0 175.20 91.10 75.00 78.0
## 890 0 49 1 78.0 127.0 168.00 105.00 50.00 70.2
## 891 0 40 1 89.0 105.0 270.00 199.00 58.00 60.0
## 892 0 38 2 80.0 130.0 188.00 120.00 38.00 90.2
## 893 0 48 1 74.0 117.0 176.00 93.10 54.00 76.0
## 894 1 38 2 94.0 131.0 215.00 147.00 60.00 76.0
## 895 0 33 2 83.0 193.0 213.00 143.00 48.00 80.3
## 896 0 42 2 66.0 128.0 186.00 115.80 58.60 90.0
## 897 0 56 2 92.0 119.0 197.00 146.00 50.00 88.0
## 898 0 31 2 81.0 133.0 191.00 133.90 58.80 90.4
## 899 0 63 2 70.0 110.8 158.00 114.00 43.00 89.0
## 900 0 46 2 95.0 103.0 149.00 89.00 58.90 74.0
## 901 0 46 2 96.0 112.0 197.00 131.00 60.00 70.7
## 902 0 42 2 96.0 108.0 171.00 113.00 53.00 70.9
## 903 0 43 2 90.0 116.0 194.00 137.00 43.00 90.5
## 904 0 45 2 70.0 88.8 172.40 115.10 33.00 80.7
## 905 0 46 1 355.0 410.0 190.40 101.70 58.00 60.5
## 906 0 37 2 100.0 108.0 200.00 143.40 44.00 80.9
## 907 0 44 2 102.0 121.0 192.00 86.00 35.00 90.0
## 908 0 58 2 78.0 94.0 181.00 118.40 61.00 70.7
## 909 0 35 2 95.0 120.0 247.00 176.00 51.00 90.7
## 910 0 61 2 70.0 78.0 177.00 107.00 66.00 78.0
## 911 0 50 1 80.0 109.0 210.00 129.00 47.00 86.0
## 912 0 47 2 84.0 101.0 234.00 168.00 40.00 70.6
## 913 0 59 2 73.7 127.0 165.00 85.00 73.00 80.3
## 914 0 57 2 97.0 107.0 168.00 107.00 54.00 90.8
## 915 0 45 1 84.0 96.0 171.00 89.00 62.00 80.2
## 916 0 41 2 94.0 104.0 220.00 81.00 36.00 90.7
## 917 0 37 1 72.0 84.0 161.00 101.00 46.90 70.8
## 918 0 38 1 63.0 78.0 175.00 123.00 65.00 60.9
## 919 0 35 2 82.0 75.2 201.10 131.60 54.00 80.1
## 920 0 51 1 68.0 56.0 168.00 118.00 40.00 80.5
## 921 0 50 1 81.3 91.0 178.00 81.00 79.00 60.4
## 922 0 25 1 126.0 264.0 218.00 95.00 46.00 90.8
## 923 0 56 2 76.0 73.0 191.00 122.00 62.00 60.6
## 924 0 43 1 78.0 80.0 230.00 150.00 53.00 80.5
## 925 0 40 2 79.0 70.8 159.00 96.00 46.00 60.9
## 926 0 35 2 88.0 114.0 154.00 98.00 36.00 90.7
## 927 0 32 1 93.0 138.0 139.70 78.00 49.00 80.0
## 928 0 49 1 85.0 148.0 282.00 220.00 51.00 80.6
## 929 0 43 2 75.0 139.0 191.00 143.00 44.00 80.1
## 930 0 33 2 87.6 82.5 215.80 138.00 55.00 70.9
## 931 0 38 1 78.0 79.0 149.00 96.00 58.00 80.2
## 932 0 36 2 69.0 60.0 145.00 84.00 56.00 60.6
## 933 1 35 1 144.0 281.9 206.00 152.00 43.00 105.0
## 934 0 30 2 75.0 90.4 122.00 58.00 50.00 80.6
## 935 0 55 2 96.0 173.0 225.00 163.00 39.00 90.0
## 936 0 54 2 71.1 78.2 195.00 112.00 55.00 70.2
## 937 0 42 2 84.0 130.0 191.00 115.50 60.00 70.8
## 938 0 38 1 89.0 88.0 159.00 98.00 47.00 60.8
## 939 0 33 2 71.0 60.0 200.80 138.00 51.00 60.7
## 940 0 52 1 65.0 94.0 135.00 71.00 66.00 80.7
## 941 0 42 2 78.0 107.0 191.00 114.10 55.00 90.1
## 942 0 52 2 79.0 96.0 238.00 129.00 54.00 80.5
## 943 0 27 1 89.0 142.0 221.00 167.00 49.00 80.1
## 944 0 36 2 88.0 87.0 231.00 169.00 40.00 70.1
## 945 0 30 2 76.0 95.0 167.00 106.00 58.00 67.0
## 946 0 45 2 83.0 91.0 151.00 93.00 52.00 60.3
## 947 0 51 2 80.0 104.0 183.60 112.40 62.00 69.0
## 948 0 31 2 95.0 108.0 224.00 146.00 50.20 80.0
## 949 0 51 2 72.0 94.0 230.00 175.00 48.00 70.6
## 950 0 38 1 73.0 109.0 159.00 89.00 59.00 90.8
## 951 0 35 2 74.0 88.4 173.00 102.00 58.00 59.5
## 952 0 41 1 83.0 98.0 170.00 106.00 58.00 60.7
## 953 0 46 2 88.0 133.0 115.00 65.00 40.30 83.0
## 954 0 41 1 76.0 74.0 128.00 62.00 52.00 60.7
## 955 0 41 1 74.1 109.0 199.00 132.30 57.00 80.4
## 956 0 36 2 78.0 138.0 194.00 119.00 44.20 88.0
## 957 0 49 1 91.0 174.0 129.00 129.00 54.00 95.0
## 958 0 44 2 74.0 64.0 168.00 108.00 47.00 60.9
## 959 0 49 2 75.0 103.0 229.00 147.00 60.00 70.0
## 960 0 54 1 84.0 95.0 230.00 153.00 72.60 80.7
## 961 0 46 2 74.0 93.0 174.00 121.60 56.00 58.5
## 962 0 29 1 146.0 247.0 210.00 159.00 44.00 70.6
## 963 0 29 2 75.2 60.0 154.00 97.00 52.00 70.2
## 964 0 60 2 78.0 122.0 162.50 86.30 64.00 90.8
## 965 0 43 1 72.0 101.0 226.00 159.00 82.10 80.2
## 966 0 27 2 86.0 93.0 155.00 90.00 47.00 60.8
## 967 0 34 1 69.0 110.0 190.00 132.00 52.00 80.7
## 968 0 32 2 63.0 45.5 193.00 116.30 57.00 60.3
## 969 0 62 2 77.0 69.0 155.40 86.50 69.00 70.6
## 970 0 32 2 98.0 196.0 164.00 95.00 58.00 80.8
## 971 0 40 2 85.0 94.0 201.00 135.00 50.00 90.0
## 972 0 40 1 76.0 102.0 166.00 109.00 54.30 70.4
## 973 0 29 2 73.0 91.0 220.70 138.40 45.00 74.0
## 974 0 33 1 77.0 101.0 162.00 101.00 53.00 60.8
## 975 0 26 2 68.0 48.0 154.00 88.00 56.00 79.0
## 976 0 41 2 87.0 122.0 115.00 59.00 56.00 70.0
## 977 0 48 2 80.0 100.0 264.00 181.40 47.00 80.0
## 978 0 32 2 79.0 99.0 196.00 120.00 66.00 70.4
## 979 0 30 1 82.0 93.8 201.10 117.00 81.00 50.9
## 980 0 26 1 98.0 116.0 168.00 99.70 58.00 60.5
## 981 0 55 1 77.0 74.0 162.00 108.00 53.00 50.9
## 982 0 51 2 126.0 172.0 210.00 160.00 38.00 80.7
## 983 0 35 2 98.0 118.0 240.00 176.00 58.00 70.7
## 984 0 49 2 82.0 97.0 165.00 111.00 47.00 80.5
## 985 0 28 2 78.0 94.0 197.00 118.00 74.00 80.0
## 986 0 46 1 79.0 123.0 188.00 128.00 54.00 80.4
## 987 0 40 2 69.0 120.5 148.00 89.00 34.00 80.0
## 988 0 27 1 85.0 133.0 208.00 128.00 56.00 90.3
## 989 0 51 2 76.0 94.0 160.00 108.00 71.00 60.7
## 990 0 36 1 82.2 92.0 176.00 115.00 51.20 90.4
## 991 0 47 1 79.0 117.0 194.50 118.40 50.00 90.2
## 992 0 42 2 79.0 83.0 136.70 90.20 42.00 90.8
## 993 1 30 2 142.0 300.0 212.00 170.00 31.00 118.0
## 994 0 35 1 127.0 169.0 245.00 182.00 50.00 70.2
## 995 0 25 1 89.0 211.0 182.00 119.00 61.00 60.3
## 996 0 28 1 88.0 63.0 151.00 103.00 45.00 60.3
## 997 0 27 2 79.0 128.0 170.00 61.00 71.00 70.0
## 998 0 44 2 125.0 291.0 204.00 129.20 50.00 69.0
## 999 0 39 1 80.0 86.0 180.00 104.00 61.00 80.0
## 1000 0 33 2 72.0 73.0 186.00 119.00 61.00 48.0
## 1001 0 43 1 58.0 96.0 129.00 89.00 52.00 60.2
## 1002 0 38 1 83.0 106.0 163.00 99.00 62.00 60.9
## 1003 0 53 1 75.0 72.0 175.10 104.80 57.00 80.6
## 1004 0 50 2 69.0 83.0 178.00 111.00 65.00 70.0
## 1005 0 46 1 87.0 151.0 118.00 52.90 47.00 90.1
## 1006 0 47 2 99.0 122.0 217.60 147.00 48.00 75.0
## 1007 0 29 1 82.0 91.0 210.40 138.50 69.00 60.4
## 1008 0 31 2 63.6 77.9 151.00 106.00 52.00 60.1
## 1009 0 34 2 81.0 169.0 173.00 102.00 60.00 60.9
## 1010 0 60 1 75.0 153.0 166.00 97.00 66.00 70.2
## 1011 0 46 2 82.0 126.0 175.10 120.90 47.00 75.0
## 1012 0 52 2 91.0 85.0 216.90 115.00 64.70 80.8
## 1013 0 61 2 66.8 67.0 158.00 96.00 51.00 100.1
## 1014 0 31 1 72.1 75.6 203.00 129.00 74.00 70.0
## 1015 0 30 1 79.0 99.0 183.20 116.20 49.00 76.0
## 1016 0 46 2 67.0 110.9 182.00 109.00 49.00 100.4
## 1017 0 26 1 61.0 70.0 211.00 134.00 72.00 80.4
## 1018 0 48 1 78.0 78.0 121.00 81.00 39.00 60.8
## 1019 0 38 1 72.4 136.0 164.00 58.00 74.00 70.9
## 1020 0 28 2 83.0 59.0 168.00 115.00 47.30 60.3
## 1021 0 28 1 73.2 76.0 129.00 80.00 43.00 69.0
## 1022 0 54 2 72.0 57.0 114.00 66.00 43.00 70.3
## 1023 1 26 2 295.0 343.0 243.00 170.00 35.00 114.0
## 1024 0 28 2 115.0 214.0 255.00 148.70 85.00 80.4
## 1025 0 43 1 79.0 108.0 143.00 86.00 54.40 70.7
## 1026 0 40 2 71.0 55.0 171.00 116.00 50.00 70.0
## 1027 0 37 2 82.0 94.0 159.00 112.00 47.00 60.1
## 1028 0 37 1 73.0 92.0 181.00 116.00 61.00 70.3
## 1029 0 38 2 71.0 90.0 163.00 114.00 46.00 70.2
## 1030 0 61 1 75.0 76.0 183.00 120.00 67.00 80.0
## 1031 0 36 1 134.0 207.0 245.00 142.00 45.00 80.6
## 1032 0 38 2 78.0 80.0 194.00 130.00 42.00 69.0
## 1033 0 33 1 71.0 103.0 166.00 113.00 40.00 70.6
## 1034 0 29 2 71.0 63.0 147.20 86.80 47.00 70.1
## 1035 0 49 1 71.0 78.0 152.70 85.00 59.00 70.7
## 1036 0 46 2 75.0 82.0 208.80 134.20 68.00 70.8
## 1037 0 42 2 74.0 119.0 170.00 111.00 54.00 83.0
## 1038 0 55 1 75.0 135.0 169.00 101.90 54.00 60.0
## 1039 0 50 2 78.0 94.0 178.40 115.90 54.00 75.0
## 1040 0 33 2 79.0 93.0 161.00 86.00 70.00 60.4
## 1041 0 28 2 86.0 101.0 217.50 157.00 42.00 90.0
## 1042 0 51 2 155.1 235.5 127.70 52.00 55.00 80.7
## 1043 0 31 1 92.0 81.0 141.00 101.00 38.00 60.0
## 1044 0 64 1 73.0 137.0 182.40 105.40 44.00 80.5
## 1045 0 64 2 110.0 214.9 165.50 111.20 46.00 89.0
## 1046 0 52 1 83.0 95.0 188.00 141.00 45.00 80.3
## 1047 0 52 2 97.0 54.0 260.00 207.00 46.00 70.5
## 1048 0 46 2 89.0 150.0 148.00 94.20 35.00 80.8
## 1049 0 29 1 89.0 78.0 191.00 136.00 49.00 60.5
## 1050 0 52 1 77.0 90.9 145.00 85.70 58.00 64.0
## 1051 0 49 1 71.0 92.0 78.00 49.00 26.00 90.2
## 1052 0 36 2 91.0 114.0 166.00 105.00 54.00 60.9
## 1053 0 42 2 78.0 86.0 198.00 117.00 73.00 60.8
## 1054 0 42 2 76.6 105.4 217.00 152.00 64.00 80.3
## 1055 0 34 1 75.0 101.0 217.00 148.00 52.00 70.3
## 1056 0 30 2 77.0 95.0 195.00 137.40 43.00 90.0
## 1057 0 50 2 73.0 81.0 207.00 137.00 43.00 70.6
## 1058 0 60 2 96.0 110.0 175.00 125.00 55.00 70.6
## 1059 0 35 1 194.0 259.0 271.00 190.00 43.00 80.2
## 1060 0 59 1 76.0 105.0 188.00 141.00 48.00 80.4
## 1061 0 57 2 76.0 90.0 164.20 92.90 61.00 80.0
## 1062 0 50 2 81.0 143.0 166.00 120.00 49.00 60.7
## 1063 0 60 2 73.0 88.0 168.00 114.00 50.00 60.4
## 1064 1 33 1 103.0 150.0 235.00 156.00 72.00 83.5
## 1065 0 32 2 98.0 127.0 222.00 155.00 55.00 80.2
## 1066 0 29 1 99.0 174.0 172.00 96.00 66.00 70.8
## 1067 0 28 2 75.0 85.0 171.00 76.00 45.00 70.8
## 1068 0 41 2 78.0 84.0 160.00 114.00 67.00 70.9
## 1069 0 56 1 73.0 134.0 174.00 119.00 45.00 90.6
## 1070 0 47 2 107.0 186.1 162.00 116.00 49.90 90.8
## 1071 0 64 2 85.0 151.0 192.00 117.30 52.00 80.9
## 1072 1 27 1 87.0 102.0 187.00 139.00 43.00 70.7
## 1073 0 59 1 66.0 84.0 111.00 67.00 38.00 60.0
## 1074 0 45 2 73.0 97.0 215.00 130.00 64.00 90.5
## 1075 0 56 2 82.0 116.0 183.00 118.10 50.00 60.7
## 1076 1 39 1 310.0 356.0 316.00 211.00 61.00 92.0
## 1077 0 62 2 74.0 92.0 234.00 182.00 51.00 60.8
## 1078 0 36 2 88.0 101.0 146.00 91.00 43.00 60.9
## 1079 0 53 1 72.0 123.0 192.00 126.00 58.00 70.2
## 1080 0 51 2 74.1 211.0 184.00 121.00 38.00 70.4
## 1081 0 44 1 80.0 82.0 233.00 146.70 63.00 80.7
## 1082 0 51 1 107.0 195.0 210.00 152.00 61.00 80.9
## 1083 0 43 2 103.0 228.0 231.00 158.00 67.00 60.6
## 1084 0 43 2 74.0 79.0 175.00 116.00 62.00 70.1
## 1085 0 59 1 87.3 117.4 124.10 48.90 50.00 77.0
## 1086 0 60 2 82.0 71.0 170.50 108.00 58.00 70.0
## 1087 0 59 1 95.0 112.0 138.10 81.00 58.00 80.3
## 1088 0 58 2 73.0 82.0 145.00 100.10 47.00 83.0
## 1089 0 45 1 73.0 131.0 182.70 111.20 62.00 70.4
## 1090 0 50 1 79.0 129.0 179.00 124.00 37.00 70.6
## 1091 0 57 2 75.0 88.0 194.00 127.00 44.00 70.6
## 1092 0 35 1 77.0 51.0 142.00 68.00 78.00 80.4
## 1093 0 33 2 70.0 49.0 180.00 137.00 47.00 60.7
## 1094 0 39 2 76.0 123.0 150.00 82.00 66.00 80.0
## 1095 0 32 2 73.0 114.0 189.00 129.00 42.00 80.8
## 1096 0 32 1 78.0 76.0 158.00 82.50 65.00 60.7
## 1097 0 55 2 93.0 118.0 149.00 94.00 57.00 90.0
## 1098 0 40 1 90.0 173.0 154.00 89.00 56.00 90.4
## 1099 0 57 1 64.0 80.0 149.00 84.00 50.00 60.6
## 1100 0 53 2 77.0 125.9 217.00 123.10 92.00 80.8
## 1101 0 34 2 94.0 99.0 178.90 103.20 52.00 90.6
## 1102 0 41 1 70.0 103.0 184.00 121.00 67.00 80.0
## 1103 0 33 2 83.0 107.0 141.00 74.00 62.00 70.0
## 1104 0 44 1 75.0 69.0 157.50 77.40 74.00 60.8
## 1105 0 42 2 88.0 207.0 187.00 127.00 39.00 60.7
## 1106 0 52 2 91.0 110.0 150.00 93.00 59.00 70.3
## 1107 0 44 1 91.0 105.0 215.00 119.00 88.00 60.5
## 1108 0 52 2 79.3 97.0 162.40 104.60 64.00 60.7
## 1109 0 62 2 96.0 125.3 189.00 110.00 69.00 60.8
## 1110 0 25 1 103.0 156.0 229.00 160.00 43.00 80.6
## 1111 0 47 1 75.0 90.0 136.00 69.00 66.00 60.8
## 1112 0 44 2 129.0 146.0 197.00 123.00 61.00 80.5
## 1113 0 33 1 82.0 92.0 149.40 78.00 76.00 60.8
## 1114 0 53 2 74.0 83.0 137.00 67.00 65.00 70.9
## 1115 0 51 2 75.0 82.0 222.00 154.00 54.00 77.0
## 1116 0 64 1 81.0 113.0 292.00 198.00 55.00 80.5
## 1117 0 56 2 109.5 125.0 167.40 98.30 49.00 80.1
## 1118 0 34 1 87.0 142.0 184.70 127.00 62.00 80.9
## 1119 0 41 1 85.4 90.0 161.20 106.50 49.00 70.8
## 1120 0 28 2 71.1 85.8 186.00 119.00 62.00 70.8
## 1121 0 36 2 71.0 84.0 140.00 96.90 33.00 86.0
## 1122 0 33 2 85.0 130.0 248.00 172.00 49.00 80.8
## 1123 0 41 2 77.0 102.0 166.00 116.00 48.00 80.4
## 1124 0 44 1 79.0 117.0 153.00 83.00 74.00 60.7
## 1125 0 38 2 74.5 88.0 198.10 135.00 51.00 70.4
## 1126 0 48 1 91.0 91.0 161.00 93.00 63.00 70.6
## 1127 0 44 2 79.0 77.0 186.00 126.00 48.00 70.9
## 1128 0 45 2 84.0 120.0 197.00 134.00 46.00 70.0
## 1129 1 57 1 95.0 180.0 258.00 214.00 43.00 102.0
## 1130 0 48 2 75.1 93.2 151.00 103.00 37.00 90.8
## 1131 1 28 1 227.1 377.0 212.00 144.00 44.50 95.0
## 1132 0 58 2 83.0 116.0 183.00 111.00 43.00 90.0
## 1133 0 37 2 90.0 108.0 217.00 147.00 53.00 90.2
## 1134 0 42 2 116.0 167.0 210.00 141.00 50.00 89.0
## 1135 0 40 1 86.0 104.0 225.00 141.00 47.00 80.6
## 1136 0 32 1 78.0 67.0 189.00 134.00 48.00 65.0
## 1137 0 54 2 74.0 91.0 165.00 88.00 71.00 60.7
## 1138 0 29 1 78.0 89.0 211.50 143.10 62.00 70.3
## 1139 0 22 2 65.5 77.1 140.00 81.00 48.00 80.1
## 1140 0 64 2 61.0 75.0 101.00 22.00 69.00 60.5
## 1141 0 29 1 68.1 75.0 191.00 106.00 33.00 70.8
## 1142 1 48 2 91.0 173.0 191.00 118.00 41.00 78.0
## 1143 0 42 1 117.0 122.6 189.00 118.00 65.00 59.0
## 1144 0 47 2 77.0 92.0 138.00 81.00 50.00 60.5
## 1145 0 37 1 97.0 97.0 262.00 175.00 78.00 70.6
## 1146 0 34 2 72.0 73.0 209.00 114.00 33.00 60.6
## 1147 0 56 2 65.0 82.0 105.00 66.50 70.00 77.0
## 1148 1 37 1 90.0 127.0 225.00 145.00 58.00 86.5
## 1149 0 36 1 84.0 100.0 184.00 136.00 35.00 70.3
## 1150 0 58 1 74.5 92.1 128.00 115.00 54.00 70.1
## 1151 1 48 2 201.0 245.0 280.00 194.00 44.00 80.1
## 1152 1 28 1 281.0 412.0 232.00 161.00 41.00 97.0
## 1153 0 63 1 81.0 92.0 201.00 138.00 38.00 70.4
## 1154 0 52 2 75.0 97.0 178.00 109.00 55.00 60.9
## 1155 0 35 1 75.8 119.0 226.00 164.00 60.00 80.3
## 1156 0 35 2 89.0 128.0 136.00 85.00 45.00 80.6
## 1157 0 49 2 72.5 104.0 184.00 124.80 59.00 70.6
## 1158 0 55 2 95.0 103.0 195.00 144.00 43.00 80.5
## 1159 0 32 1 75.2 79.0 157.90 100.00 54.00 60.4
## 1160 0 29 2 76.0 73.0 125.00 74.00 38.00 63.0
## 1161 0 25 2 83.0 61.0 140.00 90.00 49.00 70.9
## 1162 0 39 1 70.0 143.0 175.00 99.00 65.00 60.4
## 1163 0 44 2 98.0 128.0 234.00 166.00 41.00 90.4
## 1164 0 51 1 80.0 195.0 197.00 138.00 57.00 80.6
## 1165 0 31 1 64.7 79.0 161.00 87.00 64.00 70.1
## 1166 0 26 2 80.0 72.0 201.00 143.00 53.00 70.8
## 1167 0 56 1 76.0 104.0 170.00 105.00 54.00 90.7
## 1168 0 38 1 73.6 85.0 211.70 145.00 56.00 70.0
## 1169 0 49 2 87.0 91.0 174.20 118.00 53.00 70.2
## 1170 0 58 1 86.0 96.3 215.00 147.00 79.00 80.4
## 1171 0 51 2 83.0 55.0 177.00 110.00 51.00 59.0
## 1172 0 26 1 76.6 104.0 144.00 67.90 61.00 80.7
## 1173 0 37 2 73.0 77.0 134.00 80.00 51.00 70.2
## 1174 0 35 1 103.0 136.0 180.00 105.70 70.00 55.0
## 1175 0 24 2 89.0 78.0 211.00 137.00 49.00 80.0
## 1176 0 47 1 71.4 68.0 201.10 127.20 64.00 60.8
## 1177 0 35 1 82.0 31.0 163.00 95.00 67.00 80.5
## 1178 0 32 2 81.0 96.0 170.00 105.00 54.00 70.8
## 1179 0 37 1 72.0 80.0 189.00 119.00 67.00 80.0
## 1180 0 32 2 87.0 81.0 217.00 172.00 45.00 90.1
## 1181 0 36 1 70.0 95.2 253.00 170.00 58.00 70.3
## 1182 0 46 2 60.3 106.0 216.00 147.10 53.00 100.3
## 1183 0 54 1 85.0 141.0 169.00 105.00 64.00 70.4
## 1184 0 45 2 88.0 100.0 180.00 107.00 37.00 100.5
## 1185 0 30 2 69.8 82.0 196.00 121.00 60.00 70.1
## 1186 0 56 2 71.0 89.0 170.00 116.00 49.00 60.3
## 1187 0 32 2 79.6 90.0 154.40 104.40 60.00 80.1
## 1188 0 28 2 67.0 79.0 175.00 132.00 49.00 60.0
## 1189 0 61 2 78.0 99.9 176.00 121.00 58.50 84.5
## 1190 0 37 1 89.0 132.0 158.00 93.00 77.00 70.1
## 1191 1 26 1 95.0 123.0 187.00 118.00 35.00 82.0
## 1192 0 24 2 89.0 71.0 228.00 180.00 37.00 70.4
## 1193 0 49 1 75.0 59.0 100.00 92.00 62.00 70.2
## 1194 0 45 2 127.0 136.0 236.00 156.00 42.00 90.7
## 1195 0 62 2 93.0 144.0 199.00 103.00 46.00 90.0
## 1196 0 30 2 78.0 97.0 259.00 192.00 62.00 80.8
## 1197 0 32 1 74.0 108.0 172.00 109.00 65.00 60.3
## 1198 0 34 2 69.0 89.0 160.00 90.00 68.00 80.8
## 1199 0 39 1 71.0 99.0 214.00 160.00 52.00 86.5
## 1200 1 33 1 94.0 162.7 244.00 157.00 49.00 103.0
## 1201 0 33 1 77.0 68.0 144.00 92.00 51.00 60.3
## 1202 0 32 2 82.7 100.0 170.00 123.00 44.00 80.6
## 1203 0 60 1 64.3 83.6 173.00 105.00 60.00 80.2
## 1204 1 51 2 295.0 373.0 189.60 136.70 40.00 101.0
## 1205 0 63 2 223.0 254.0 160.00 101.00 52.00 79.4
## 1206 0 29 1 86.0 99.0 158.00 83.00 64.00 60.2
## 1207 0 46 1 71.0 60.0 210.00 144.00 52.00 70.1
## 1208 0 42 2 78.1 89.0 173.00 113.00 56.00 80.0
## 1209 0 64 1 81.0 160.0 301.00 222.00 69.00 80.4
## 1210 0 53 2 133.0 231.0 254.00 124.00 40.00 90.0
## 1211 0 43 1 78.0 70.0 122.60 58.80 64.00 59.0
## 1212 0 56 2 70.3 79.0 153.00 93.00 49.00 70.8
## 1213 0 50 1 80.0 116.0 127.00 68.00 50.00 80.8
## 1214 1 43 2 294.0 556.0 163.00 114.00 37.00 98.0
## 1215 0 57 2 69.5 101.1 168.50 116.90 59.00 60.7
## 1216 0 39 1 91.0 110.0 154.00 79.00 50.00 70.8
## 1217 0 52 2 75.0 88.0 147.00 86.00 58.30 80.8
## 1218 0 45 1 80.0 116.6 213.10 155.10 54.00 80.5
## 1219 0 37 2 92.0 110.0 198.00 139.00 64.00 83.0
## 1220 1 36 2 318.2 399.0 268.00 168.00 42.00 96.0
## 1221 0 64 2 81.0 94.0 179.00 121.10 53.00 80.0
## 1222 0 60 1 80.5 124.0 201.00 118.00 67.00 50.9
## 1223 0 54 2 159.0 353.0 237.00 117.00 40.00 99.5
## 1224 0 35 2 72.0 89.0 210.00 125.00 77.00 90.9
## 1225 0 38 1 73.0 73.0 175.00 107.00 60.00 60.4
## 1226 0 58 1 86.0 139.8 168.70 116.20 50.00 78.5
## 1227 0 55 2 74.0 117.0 161.00 100.00 36.00 70.7
## 1228 0 42 2 73.0 92.0 214.00 152.00 34.00 90.3
## 1229 0 57 2 74.0 108.0 176.00 103.00 68.00 60.4
## 1230 0 33 1 106.0 154.0 164.00 115.00 42.00 80.5
## 1231 0 30 1 89.0 136.0 171.00 69.60 36.00 80.7
## 1232 0 50 2 92.0 127.0 192.00 127.00 60.00 70.3
## 1233 0 26 2 86.7 143.0 236.00 173.00 45.00 80.4
## 1234 0 44 2 87.0 105.0 239.00 165.00 44.00 70.9
## 1235 0 53 2 76.0 91.0 228.00 154.00 50.00 99.5
## 1236 0 43 2 82.2 87.0 204.00 133.00 44.00 70.5
## 1237 0 60 1 92.0 142.0 161.00 78.00 67.00 80.0
## 1238 0 42 1 93.0 115.0 203.40 128.10 164.00 70.6
## 1239 0 27 2 78.0 67.0 177.00 106.00 71.00 60.9
## 1240 0 28 2 71.0 80.3 134.00 87.00 39.00 74.5
## 1241 0 48 2 74.0 69.0 123.00 61.00 58.30 70.1
## 1242 0 29 1 81.0 148.0 195.00 127.00 55.00 100.6
## 1243 0 25 2 79.0 69.0 204.00 115.00 71.00 70.3
## 1244 0 55 2 70.0 122.0 164.00 92.00 58.00 90.4
## 1245 0 43 2 79.0 148.0 148.00 84.00 56.00 60.7
## 1246 0 51 1 76.0 90.1 186.00 108.00 67.00 60.6
## 1247 0 47 2 59.0 72.5 175.00 107.00 55.00 64.0
## 1248 0 34 1 78.0 141.0 233.00 162.00 55.00 80.1
## 1249 0 30 2 87.0 127.0 209.00 142.00 50.00 70.4
## 1250 0 47 2 73.0 97.0 148.00 96.00 64.00 80.6
## 1251 0 29 1 89.0 96.0 139.00 73.00 58.00 70.7
## 1252 0 64 2 78.0 91.0 198.60 139.60 49.00 70.8
## 1253 0 30 2 92.0 118.0 151.90 89.30 54.00 90.1
## 1254 0 63 1 68.0 62.0 167.00 100.00 49.00 90.2
## 1255 0 53 2 137.0 252.0 166.00 102.00 38.00 80.5
## 1256 0 38 1 84.0 92.0 111.00 48.00 61.00 70.1
## 1257 0 32 2 73.0 77.0 144.00 78.00 58.00 70.4
## 1258 0 49 1 64.8 94.0 180.80 119.10 65.00 70.3
## 1259 0 41 2 74.0 102.0 189.40 74.50 31.00 80.9
## 1260 0 52 2 87.0 89.1 157.00 96.00 65.60 76.0
## 1261 0 52 1 75.0 116.0 200.00 125.00 81.00 70.4
## 1262 0 45 2 97.0 124.4 238.00 144.00 58.00 80.5
## 1263 0 38 2 77.0 137.6 221.00 138.00 62.00 70.6
## 1264 0 40 1 77.0 92.0 183.00 133.00 47.00 90.9
## 1265 0 30 2 75.0 98.0 218.00 142.00 56.00 60.9
## 1266 0 30 2 100.0 160.0 190.00 143.00 42.00 70.3
## 1267 0 31 2 75.0 74.0 190.10 103.30 33.00 78.0
## 1268 1 31 2 135.0 168.0 186.00 135.00 38.00 91.0
## 1269 0 50 1 98.0 215.0 167.00 115.00 45.00 90.0
## 1270 0 48 2 79.0 102.0 223.00 143.00 53.00 70.1
## 1271 0 51 1 83.0 128.0 187.00 124.00 59.00 80.5
## 1272 0 41 2 92.0 133.0 242.00 158.00 52.00 90.0
## 1273 0 46 2 88.0 116.0 194.00 128.00 48.00 80.0
## 1274 0 39 1 99.0 178.5 190.00 125.00 51.00 80.7
## 1275 0 37 2 90.0 122.0 207.00 115.00 39.00 82.0
## 1276 0 51 1 93.0 117.0 165.00 83.00 54.00 80.6
## 1277 0 52 2 84.0 58.0 189.00 125.00 51.00 70.0
## 1278 0 45 1 76.0 66.0 172.00 98.00 89.00 60.0
## 1279 1 33 1 110.0 155.0 325.00 239.00 43.00 101.5
## 1280 0 32 2 87.0 95.0 221.00 143.00 54.00 71.0
## 1281 0 49 2 87.0 154.0 182.00 129.00 54.00 79.0
## 1282 0 38 2 75.0 96.0 185.00 99.00 86.00 80.5
## 1283 0 38 2 75.0 79.0 181.00 107.00 76.00 70.9
## 1284 0 45 2 98.7 150.0 184.30 123.50 64.00 70.7
## 1285 0 28 2 87.0 123.0 207.00 134.00 74.00 70.5
## 1286 0 28 2 88.2 111.0 151.90 97.40 52.00 70.7
## 1287 0 54 2 73.0 71.0 164.00 100.00 50.00 80.0
## 1288 0 49 2 83.0 134.0 220.00 134.00 58.00 100.0
## 1289 0 48 2 73.0 131.0 171.00 102.00 55.00 80.3
## 1290 0 30 2 76.0 139.0 183.00 126.00 44.00 70.4
## 1291 1 39 2 107.0 143.0 235.00 94.00 31.00 85.5
## 1292 0 55 2 71.0 80.0 182.00 113.00 52.00 70.6
## 1293 0 28 2 74.0 83.3 135.80 74.80 62.00 60.7
## 1294 0 32 2 94.0 88.0 155.00 87.00 64.00 70.2
## 1295 0 45 1 71.1 72.9 182.20 124.00 64.00 80.5
## 1296 0 34 2 76.0 75.4 155.00 81.00 66.00 60.8
## 1297 0 63 1 71.0 106.0 194.00 132.00 60.30 70.2
## 1298 0 59 2 75.5 80.6 181.30 109.80 61.00 70.3
## 1299 0 36 2 65.0 98.6 180.00 113.40 71.00 70.4
## 1300 0 27 2 77.0 83.0 99.20 30.50 61.00 70.5
## 1301 0 55 1 80.0 110.0 149.00 87.00 56.00 70.0
## 1302 0 37 2 85.0 92.0 160.00 100.00 49.00 73.0
## 1303 0 44 1 75.0 91.0 165.00 100.00 63.00 77.0
## 1304 0 46 2 72.0 86.0 179.00 111.40 41.00 77.0
## 1305 0 43 1 75.7 107.0 168.00 95.00 86.00 70.9
## 1306 0 57 2 53.0 103.0 151.00 97.00 53.00 80.2
## 1307 0 59 1 87.0 96.0 171.00 103.70 59.00 70.2
## 1308 0 55 2 83.0 123.0 217.00 155.00 56.00 90.3
## 1309 0 37 2 74.0 124.0 192.00 125.00 52.00 80.6
## 1310 0 51 1 70.0 101.0 224.00 164.00 46.00 83.0
## 1311 0 55 2 89.0 82.0 186.00 121.00 44.00 70.9
## 1312 0 49 1 80.0 107.0 205.00 135.60 46.00 70.1
## 1313 0 45 2 103.0 199.0 181.00 100.00 52.00 70.7
## 1314 0 57 1 96.0 112.0 213.00 131.00 79.00 70.3
## 1315 0 53 1 91.0 104.5 215.00 122.00 71.00 76.0
## 1316 0 46 2 81.8 91.6 202.84 142.17 52.00 60.9
## 1317 0 41 1 87.0 133.0 153.00 95.00 57.00 70.4
## 1318 0 36 2 79.0 84.0 194.00 135.00 43.00 67.0
## 1319 0 44 2 78.8 94.1 177.40 123.80 48.00 80.8
## 1320 0 27 2 87.0 107.0 108.64 48.00 57.00 82.5
## 1321 0 27 2 78.0 86.0 186.00 143.00 34.00 70.4
## 1322 0 35 1 85.0 85.0 132.00 66.00 66.00 78.0
## 1323 0 30 1 77.0 55.0 129.00 66.00 65.00 60.7
## 1324 0 61 1 66.0 71.2 115.00 69.00 46.00 60.6
## 1325 0 32 1 82.8 88.0 196.00 116.00 43.00 87.0
## 1326 0 53 2 77.0 54.0 173.00 121.00 51.00 70.0
## 1327 0 29 1 89.0 118.0 138.00 85.00 40.00 90.9
## 1328 0 33 1 89.0 116.0 164.00 105.00 33.00 80.9
## 1329 0 43 2 72.0 85.0 158.00 105.00 40.00 84.5
## 1330 1 30 1 88.6 133.0 177.00 101.00 50.00 106.1
## 1331 0 29 2 79.0 83.0 175.00 113.00 46.00 80.4
## 1332 0 61 1 75.0 104.0 134.04 65.56 59.00 70.8
## 1333 1 29 1 132.0 322.0 91.00 32.00 47.00 90.6
## 1334 0 27 2 80.0 85.0 152.00 100.00 34.00 90.6
## 1335 0 64 1 89.0 101.0 163.00 104.00 39.00 90.8
## 1336 1 27 2 98.0 148.0 230.00 163.00 55.00 90.2
## 1337 0 32 2 83.0 107.0 189.00 119.00 54.00 80.3
## 1338 0 39 1 86.0 94.0 171.00 97.00 68.62 60.6
## 1339 0 31 2 94.0 95.0 203.00 77.47 3985.00 80.6
## 1340 0 30 1 80.0 100.0 114.00 68.00 44.88 80.3
## 1341 0 47 2 89.0 101.0 167.00 114.00 40.00 60.7
## 1342 0 25 1 125.0 379.0 208.00 136.00 45.00 70.9
## 1343 0 27 1 84.0 130.0 198.00 123.00 69.00 80.3
## 1344 0 25 1 85.0 108.0 143.00 100.00 37.00 60.6
## 1345 0 34 2 70.0 109.0 156.00 104.00 57.00 60.1
## 1346 0 39 1 67.0 84.0 154.00 84.00 71.00 60.8
## 1347 0 33 2 151.0 200.0 124.00 62.00 30.00 90.0
## 1348 0 39 1 80.0 115.0 216.00 149.00 63.00 80.6
## 1349 0 35 2 71.0 112.0 177.00 125.00 39.00 70.0
## 1350 0 33 1 91.0 134.0 208.00 144.00 61.00 80.8
## 1351 0 52 1 80.0 92.0 222.00 170.00 48.00 80.8
## 1352 0 45 2 80.0 98.0 187.00 111.00 59.00 80.4
## 1353 0 41 2 81.0 101.0 133.00 81.00 35.00 80.4
## 1354 0 33 2 78.0 109.0 202.00 123.00 47.00 70.2
## 1355 1 58 1 93.0 116.5 269.00 191.00 39.57 75.2
## 1356 0 47 2 87.0 76.0 170.00 78.00 37.00 90.0
## 1357 0 49 2 85.0 140.0 237.00 164.00 54.00 90.7
## 1358 0 32 2 93.3 79.0 202.00 137.00 43.00 70.5
## 1359 0 46 1 70.0 95.0 148.00 99.00 50.00 70.6
## 1360 0 46 1 172.0 254.0 234.00 159.00 44.00 80.5
## 1361 0 39 2 105.0 196.0 186.00 122.00 44.00 70.9
## 1362 0 39 1 91.0 179.0 171.00 103.00 51.00 90.0
## 1363 1 39 1 103.0 139.9 185.59 103.00 26.88 90.5
## 1364 0 41 2 77.1 70.0 181.00 115.00 40.00 80.5
## 1365 0 25 1 88.0 106.5 156.73 106.98 45.00 88.0
## 1366 0 51 2 73.0 109.0 173.00 117.00 48.00 70.1
## 1367 0 57 2 98.0 109.3 206.00 116.74 57.00 70.7
## 1368 0 26 1 79.0 105.0 229.00 149.00 42.00 90.6
## 1369 0 36 2 82.0 81.0 199.00 134.00 36.00 80.1
## 1370 1 48 2 90.9 114.0 186.00 125.00 36.00 95.0
## 1371 1 31 2 105.0 153.0 304.00 230.00 37.62 96.0
## 1372 0 48 2 82.0 107.0 181.00 114.00 58.00 60.7
## 1373 0 42 2 68.0 118.0 219.00 144.00 53.00 80.7
## 1374 0 48 1 69.0 154.0 140.00 78.00 54.00 60.7
## 1375 0 31 2 80.0 80.0 134.00 92.00 32.00 80.4
## 1376 0 33 1 72.0 93.0 184.00 115.00 51.00 90.3
## 1377 0 34 2 90.0 98.0 204.00 142.00 55.00 80.0
## 1378 0 43 2 93.0 98.0 163.00 115.00 42.00 70.5
## 1379 0 61 2 70.0 102.0 158.00 97.00 71.33 70.6
## 1380 0 47 1 83.0 91.0 163.00 111.00 40.00 80.0
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## 1382 0 29 1 115.0 218.0 140.84 73.00 40.00 90.0
## 1383 0 24 2 65.0 89.7 118.99 68.14 48.00 60.0
## 1384 0 47 2 80.3 63.0 193.12 141.10 45.00 70.7
## 1385 0 45 1 89.0 85.0 183.00 125.00 49.00 70.4
## 1386 0 25 1 83.0 83.0 225.00 145.00 44.00 90.8
## 1387 0 38 1 78.0 53.0 159.00 111.00 37.00 80.5
## 1388 0 27 2 79.0 111.0 133.00 87.00 58.00 80.5
## 1389 0 55 1 83.0 107.0 189.00 119.00 54.00 80.0
## 1390 0 40 1 90.0 99.0 202.00 131.00 64.00 70.9
## 1391 0 50 1 85.0 87.0 218.00 121.00 50.00 68.5
## 1392 0 32 1 82.0 143.0 194.00 143.00 51.00 82.0
## 1393 0 61 1 64.0 67.0 164.00 115.00 43.00 68.5
## 1394 0 50 2 72.0 93.0 146.00 90.00 39.00 70.0
## 1395 0 60 1 81.0 95.0 242.00 167.00 72.00 84.0
## 1396 0 37 2 84.0 120.0 187.00 120.00 52.00 74.0
## 1397 0 60 1 76.0 56.0 151.00 94.00 49.00 73.0
## 1398 0 54 1 74.0 90.0 145.00 82.00 60.00 96.0
## 1399 1 45 2 98.0 168.0 228.00 146.00 50.00 66.0
## 1400 0 26 1 74.0 118.0 229.00 166.00 50.00 63.5
## 1401 1 54 2 101.0 126.0 239.00 160.00 52.00 70.5
## 1402 0 25 2 70.0 109.0 263.00 174.00 46.00 73.0
## 1403 0 62 1 85.0 103.0 183.00 106.00 54.00 85.0
## 1404 0 60 2 66.0 110.0 163.00 110.00 54.00 70.0
## 1405 1 52 2 128.0 225.0 212.00 140.00 37.00 87.0
## 1406 0 60 1 83.0 190.0 159.00 75.00 46.00 81.0
## 1407 0 54 2 90.0 162.0 206.00 127.00 54.00 83.0
## 1408 0 52 1 94.0 113.0 188.00 96.00 71.00 68.0
## 1409 0 41 2 131.0 245.0 283.00 202.00 57.00 86.0
## 1410 0 35 2 77.0 95.0 242.00 121.00 55.00 65.0
## 1411 0 44 1 79.0 81.0 156.00 87.00 57.00 58.0
## 1412 0 37 2 87.0 137.0 193.00 94.00 40.00 81.0
## 1413 0 25 2 70.0 107.0 266.00 168.00 60.00 71.0
## 1414 0 38 2 79.0 108.0 151.00 94.00 56.00 73.5
## 1415 0 49 2 66.0 100.0 109.00 50.00 46.00 79.5
## 1416 0 50 2 72.0 113.0 184.00 100.00 71.00 73.5
## 1417 0 54 2 80.0 109.0 169.00 103.00 36.00 84.0
## 1418 1 26 1 104.0 154.0 196.00 113.00 58.00 93.0
## 1419 0 54 2 77.0 92.0 204.00 127.00 58.00 67.5
## 1420 0 60 2 72.0 98.0 146.00 94.00 40.00 74.0
## 1421 0 39 1 81.0 100.0 191.00 112.00 84.00 85.0
## 1422 0 39 2 72.0 128.0 211.00 128.00 65.00 93.5
## 1423 1 61 1 74.0 107.0 202.00 142.00 41.00 82.0
## 1424 0 61 2 77.0 60.0 220.00 136.00 59.00 69.0
## 1425 0 47 2 79.0 107.0 161.00 100.00 56.00 65.0
## 1426 0 60 2 80.0 123.0 208.00 149.00 58.00 88.0
## 1427 0 42 2 80.0 108.0 167.00 103.00 68.00 82.0
## 1428 0 60 2 95.0 169.0 200.00 125.00 59.00 77.7
## 1429 0 43 2 70.0 91.0 183.00 106.00 68.00 74.5
## 1430 0 35 2 73.0 127.0 217.00 133.00 70.00 82.8
## 1431 0 32 2 72.0 103.0 157.00 102.00 48.00 82.0
## 1432 0 53 2 68.0 104.0 187.00 99.00 87.00 80.0
## 1433 0 57 2 75.0 90.0 146.00 73.00 66.00 57.0
## 1434 0 53 2 74.0 110.0 155.00 95.00 46.00 72.0
## 1435 0 45 2 80.0 139.0 276.00 202.00 55.00 98.0
## 1436 0 36 2 82.0 119.0 173.00 104.00 61.00 82.0
## 1437 1 38 2 91.0 138.0 212.00 126.00 50.00 87.0
## 1438 0 32 2 80.0 140.0 160.00 108.00 43.00 102.0
## 1439 0 46 2 75.0 116.0 194.00 138.00 52.00 81.0
## 1440 0 37 2 75.0 111.0 156.00 91.00 58.00 83.0
## 1441 1 38 2 100.0 155.0 219.00 151.00 45.00 98.0
## 1442 0 44 2 78.0 129.0 180.00 116.00 61.00 80.0
## 1443 0 40 2 86.0 108.0 137.00 78.00 44.00 83.0
## 1444 0 40 2 80.0 88.0 182.00 126.00 53.00 92.0
## 1445 0 55 1 83.0 46.0 180.00 97.00 71.00 71.0
## 1446 0 54 1 76.0 102.0 220.00 124.00 49.00 96.0
## 1447 0 58 2 74.0 122.0 160.00 102.00 46.00 84.0
## 1448 0 27 2 85.0 114.0 235.00 175.00 51.00 87.0
## 1449 0 58 1 74.0 81.0 206.00 135.00 68.00 88.5
## 1450 0 36 2 73.0 108.0 159.00 80.00 73.00 83.5
## 1451 0 59 2 89.0 124.0 178.00 126.00 41.00 93.5
## 1452 0 55 2 84.0 119.0 223.00 147.00 66.00 84.0
## 1453 0 44 2 80.0 120.0 198.00 74.00 39.00 84.0
## 1454 0 52 2 118.0 153.0 246.00 168.00 49.00 81.5
## 1455 0 32 1 73.0 122.0 205.00 155.00 50.00 75.0
## 1456 0 57 2 87.0 78.0 194.00 130.00 51.00 100.0
## 1457 0 44 2 88.0 119.0 229.00 170.00 48.00 90.0
## 1458 0 55 2 86.0 100.0 162.00 88.00 69.00 77.0
## 1459 0 64 1 81.0 135.0 159.00 88.00 63.00 78.5
## 1460 0 51 1 90.0 119.0 195.00 89.00 91.00 65.0
## 1461 0 45 2 84.0 90.0 193.00 113.00 68.00 84.0
## 1462 0 51 2 84.0 97.0 211.00 143.00 66.00 84.0
## 1463 0 34 2 82.0 157.0 237.00 159.00 55.00 81.0
## 1464 0 64 1 75.0 113.0 177.00 112.00 58.00 72.5
## 1465 0 52 2 69.0 108.0 156.00 82.00 61.00 77.0
## 1466 1 42 1 139.0 263.0 224.00 138.00 51.00 91.1
## 1467 0 39 2 86.0 100.0 178.00 122.00 49.00 75.6
## 1468 0 36 2 66.0 112.0 188.00 123.00 50.00 71.0
## 1469 0 34 2 73.0 105.0 128.00 69.00 48.00 74.0
## 1470 0 39 2 82.0 109.0 152.00 86.00 47.00 84.0
## 1471 0 38 2 83.0 122.0 254.00 172.00 43.00 109.0
## 1472 0 55 1 83.0 118.0 201.00 132.00 49.00 85.0
## 1473 0 28 2 66.0 110.0 159.00 108.00 49.00 85.0
## 1474 0 40 2 77.0 120.0 147.00 95.00 45.00 77.0
## 1475 0 53 2 98.0 160.0 206.00 130.00 59.00 89.0
## 1476 0 52 2 78.0 115.0 226.00 133.00 71.00 72.4
## 1477 0 62 2 77.0 126.0 209.00 149.00 41.00 94.0
## 1478 0 53 2 101.0 143.0 219.00 144.00 58.00 98.0
## 1479 1 57 2 110.0 183.0 227.00 168.00 45.00 93.0
## 1480 0 33 2 86.0 93.0 240.00 171.00 60.00 93.0
## 1481 0 57 2 76.0 133.0 179.00 129.00 52.00 86.5
## 1482 1 51 2 96.0 138.0 214.00 135.00 41.00 104.0
## 1483 1 49 2 101.0 127.0 259.00 148.00 61.00 101.0
## 1484 0 39 2 165.0 208.0 230.00 151.00 47.00 65.0
## 1485 0 40 2 86.0 95.0 154.00 99.00 53.00 66.5
## 1486 0 33 2 84.0 104.0 203.00 145.00 71.00 87.0
## 1487 0 50 2 66.0 102.0 184.00 124.00 50.00 69.0
## 1488 1 38 2 93.0 152.0 242.00 125.00 37.00 97.7
## 1489 0 33 2 68.0 79.0 247.00 174.00 59.00 89.0
## 1490 0 38 2 66.0 81.0 226.00 170.00 42.00 86.0
## 1491 0 38 2 67.0 78.0 171.00 121.00 63.00 86.0
## 1492 0 62 1 79.0 99.0 197.00 133.00 60.00 66.0
## 1493 0 54 2 82.0 104.0 161.00 91.00 69.00 72.0
## 1494 0 65 2 71.0 76.0 220.00 129.00 60.00 82.0
## 1495 1 56 2 131.0 287.0 255.00 179.00 49.00 108.0
## 1496 0 46 1 87.0 87.0 220.00 164.00 44.00 76.0
## 1497 0 54 2 86.0 92.0 223.00 153.00 52.00 74.0
## 1498 0 57 2 118.0 183.0 151.00 82.00 58.00 77.0
## 1499 0 60 2 86.0 105.0 198.00 115.00 68.00 64.0
## 1500 1 50 2 377.0 452.0 333.00 192.00 47.00 89.0
## 1501 0 57 1 94.0 117.0 149.00 81.00 54.00 83.0
## 1502 1 45 1 123.0 163.0 146.00 63.00 30.00 89.5
## 1503 0 43 2 93.0 77.0 171.00 109.00 43.00 60.0
## 1504 0 49 1 103.0 181.0 192.00 57.00 35.00 89.0
## 1505 0 55 2 72.0 90.0 209.00 119.00 65.00 98.0
## 1506 0 54 1 88.0 110.0 236.00 153.00 50.00 87.0
## 1507 0 53 2 87.0 66.0 209.00 117.00 57.00 71.0
## 1508 0 38 1 74.0 143.0 217.00 134.00 61.00 89.0
## 1509 0 30 2 88.0 85.0 206.00 127.00 70.00 87.0
## 1510 0 32 2 78.0 97.0 176.00 120.00 37.00 87.0
## 1511 0 48 1 76.0 120.0 174.00 76.00 43.00 89.0
## 1512 0 45 2 80.0 44.0 187.00 109.00 71.00 65.3
## 1513 0 34 2 80.0 103.0 164.00 93.00 58.00 67.0
## 1514 0 36 2 66.0 92.0 185.00 118.00 61.00 86.5
## 1515 0 41 1 69.0 79.0 170.00 110.00 47.00 88.0
## 1516 0 45 1 73.0 59.0 190.00 127.00 59.00 78.0
## 1517 0 28 2 228.0 261.0 195.00 111.00 70.00 77.5
## 1518 0 40 2 76.0 136.0 169.00 111.00 49.00 88.0
## 1519 0 34 1 69.0 90.0 190.00 117.00 57.00 82.0
## 1520 0 55 2 79.0 88.0 141.00 87.00 38.00 66.0
## 1521 0 46 1 62.0 85.0 159.00 91.00 57.00 73.0
## 1522 1 41 2 95.0 161.0 298.00 213.00 44.00 93.5
## 1523 1 52 2 365.0 484.0 282.00 177.00 36.00 88.5
## 1524 1 52 1 100.0 124.0 252.00 186.00 47.00 93.0
## 1525 0 45 2 82.0 105.0 206.00 137.00 60.00 81.5
## 1526 1 54 2 393.0 653.0 300.00 172.00 39.00 90.0
## 1527 1 45 2 103.0 134.0 238.00 143.00 75.00 78.0
## 1528 1 34 2 194.0 273.0 209.00 123.00 49.00 117.5
## 1529 0 45 1 85.0 119.0 221.00 146.00 57.00 85.0
## 1530 1 44 2 103.0 136.0 263.00 191.00 48.00 102.0
## 1531 0 47 2 74.0 68.0 195.00 107.00 47.00 90.5
## 1532 0 39 1 76.0 106.0 200.00 130.00 66.00 97.0
## 1533 0 29 2 94.0 257.0 297.00 217.00 60.00 85.0
## 1534 0 56 1 86.0 66.0 163.00 94.00 38.00 93.0
## 1535 0 55 2 76.0 84.0 205.00 127.00 53.00 64.0
## 1536 0 46 1 78.0 85.0 196.00 134.00 53.00 70.0
## 1537 0 56 2 80.0 94.0 182.00 123.00 49.00 77.0
## 1538 0 62 1 85.0 108.0 178.00 99.00 69.00 76.0
## 1539 0 46 2 89.0 97.0 152.00 83.00 61.00 91.0
## 1540 0 44 2 89.0 118.0 197.00 128.00 55.00 93.5
## 1541 0 56 2 72.0 102.0 184.00 134.00 37.00 84.0
## 1542 0 60 2 81.0 101.0 176.00 124.00 61.00 92.0
## 1543 0 44 2 79.0 107.0 190.00 136.00 42.00 84.0
## 1544 0 48 2 74.0 82.0 159.00 96.00 49.00 77.0
## 1545 0 37 2 74.0 108.0 171.00 102.00 56.00 98.0
## 1546 0 52 2 82.0 143.0 232.00 167.00 59.00 67.0
## 1547 0 38 2 71.0 107.0 191.00 106.00 80.00 80.0
## 1548 0 50 2 78.0 100.0 152.00 73.00 58.00 78.0
## 1549 0 42 2 88.0 99.0 172.00 104.00 61.00 83.5
## 1550 0 49 1 86.0 127.0 250.00 162.00 75.00 70.0
## 1551 0 38 2 95.0 103.0 217.00 127.00 54.00 82.0
## 1552 1 40 2 94.0 151.0 192.00 135.00 45.00 98.0
## 1553 0 60 2 80.0 95.0 175.00 100.00 59.00 77.0
## 1554 0 56 2 77.0 132.0 156.00 80.00 67.00 103.0
## 1555 0 57 1 72.0 74.0 186.00 91.00 89.00 65.0
## 1556 0 52 2 75.0 118.0 220.00 108.00 88.00 78.0
## 1557 0 54 2 73.0 60.0 176.00 83.00 77.00 62.0
## 1558 0 54 2 65.0 85.0 225.00 139.00 76.00 70.0
## 1559 0 38 2 91.0 109.0 190.00 138.00 59.00 80.6
## 1560 0 64 1 99.0 118.0 238.00 157.00 70.00 73.0
## 1561 0 49 2 75.0 104.0 203.00 108.00 63.00 84.0
## 1562 0 56 2 82.0 118.0 292.00 197.00 61.00 80.0
## 1563 0 35 2 75.0 138.0 249.00 155.00 71.00 80.0
## 1564 0 55 2 82.0 102.0 177.00 100.00 61.00 67.0
## 1565 0 35 2 75.0 123.0 174.00 109.00 57.00 87.0
## 1566 0 45 1 77.0 117.0 222.00 138.00 68.00 69.0
## 1567 0 38 2 82.0 78.0 168.00 104.00 55.00 74.0
## 1568 0 31 2 78.0 119.0 169.00 83.00 64.00 81.5
## 1569 0 37 2 73.0 103.0 172.00 100.00 40.00 83.0
## 1570 0 37 2 74.0 93.0 163.00 102.00 58.00 87.0
## 1571 0 33 2 89.0 86.0 167.00 102.00 64.00 75.7
## 1572 0 54 2 80.0 94.0 162.00 108.00 52.00 73.0
## 1573 0 29 2 75.0 91.0 169.00 114.00 63.00 84.0
## 1574 0 43 2 85.0 142.0 221.00 146.00 54.00 85.0
## 1575 0 58 2 98.0 147.0 172.00 104.00 43.00 66.0
## 1576 0 36 2 98.0 182.0 256.00 148.00 84.00 88.7
## 1577 0 41 2 76.0 115.0 202.00 123.00 52.00 76.0
## 1578 0 45 2 72.0 120.0 164.00 108.00 52.00 88.0
## 1579 0 45 2 81.0 104.0 193.00 97.00 41.00 84.0
## 1580 0 42 2 73.0 142.0 230.00 157.00 61.00 82.0
## 1581 0 48 2 83.0 110.0 203.00 122.00 82.00 93.0
## 1582 0 58 1 89.0 92.0 159.00 98.00 61.00 74.0
## 1583 0 58 2 87.0 123.0 180.00 103.00 95.00 96.0
## 1584 0 52 2 75.0 97.0 192.00 116.00 87.00 73.5
## 1585 0 51 2 70.0 74.0 121.00 68.00 36.00 65.0
## 1586 0 56 2 96.0 132.0 259.00 131.00 39.00 82.0
## 1587 0 35 2 242.0 343.0 240.00 147.00 42.00 85.0
## 1588 0 49 1 58.0 135.0 205.00 140.00 53.00 83.0
## 1589 0 36 2 82.0 138.0 168.00 106.00 52.00 82.0
## 1590 0 59 1 87.0 90.0 174.00 102.00 63.00 82.0
## 1591 0 52 2 82.0 96.0 215.00 121.00 65.00 83.5
## 1592 0 30 2 90.0 130.0 187.00 108.00 113.00 60.0
## 1593 0 55 1 77.0 138.0 209.00 131.00 72.00 63.0
## 1594 0 50 2 89.0 75.0 187.00 106.00 51.00 108.0
## 1595 0 58 2 86.0 101.0 145.00 74.00 48.00 77.0
## 1596 0 32 2 86.0 115.0 190.00 115.00 57.00 89.0
## 1597 0 51 2 150.0 241.0 217.00 155.00 51.00 61.0
## 1598 0 39 2 76.0 91.0 148.00 86.00 57.00 91.0
## 1599 0 61 2 72.0 87.0 180.00 109.00 43.00 72.5
## 1600 1 33 2 153.0 281.0 258.00 127.00 79.00 169.0
## 1601 0 29 1 54.0 128.0 204.00 128.00 42.00 92.0
## 1602 0 50 2 75.0 95.0 178.00 99.00 74.00 63.0
## 1603 0 45 2 72.0 133.0 178.00 103.00 44.00 69.5
## 1604 0 59 1 82.0 102.0 195.00 117.00 79.00 81.5
## 1605 0 55 2 85.0 129.0 202.00 119.00 68.00 80.1
## 1606 0 55 1 84.0 138.0 286.00 190.00 58.00 90.5
## 1607 0 50 2 72.0 49.0 248.00 158.00 77.00 83.0
## 1608 0 59 2 95.0 85.0 241.00 164.00 52.00 78.0
## 1609 0 37 2 89.0 120.0 206.00 143.00 58.00 86.0
## 1610 1 57 2 79.0 132.0 170.00 109.00 52.00 66.5
## 1611 0 34 1 91.0 143.0 284.00 208.00 60.00 84.0
## 1612 0 47 1 99.0 122.0 160.00 85.00 63.00 70.0
## 1613 0 39 2 91.0 91.0 239.00 177.00 50.00 75.0
## 1614 0 57 2 79.0 100.0 214.00 137.00 55.00 70.0
## 1615 0 58 1 80.0 119.0 325.00 229.00 58.00 87.0
## 1616 1 49 2 157.0 335.0 184.00 117.00 41.00 97.0
## 1617 0 34 1 108.0 226.0 192.00 120.00 42.00 73.0
## 1618 0 29 2 92.0 95.0 202.00 128.00 68.00 75.0
## 1619 0 56 2 68.0 102.0 135.00 81.00 45.00 91.0
## 1620 0 48 1 82.0 93.0 141.00 95.00 50.00 91.4
## 1621 0 44 2 79.0 102.0 245.00 165.00 60.00 97.0
## 1622 0 57 1 71.0 72.0 196.00 125.00 48.00 58.0
## 1623 0 49 1 75.0 83.0 184.00 117.00 57.00 61.0
## 1624 0 42 2 89.0 95.0 122.00 60.00 48.00 60.0
## 1625 0 42 2 96.0 126.0 127.00 82.00 34.00 79.0
## 1626 0 63 2 69.0 104.0 148.00 93.00 68.00 77.0
## 1627 0 50 1 103.0 134.0 198.00 118.00 63.00 66.0
## 1628 0 60 1 90.0 201.0 227.00 140.00 59.00 72.0
## 1629 0 56 2 71.0 82.0 215.00 134.00 45.00 70.3
## 1630 0 41 2 85.0 98.0 297.00 159.00 55.00 77.0
## 1631 0 64 2 71.0 62.0 176.00 116.00 52.00 86.5
## 1632 0 46 2 83.0 94.0 165.00 102.00 46.00 70.3
## 1633 0 36 2 91.0 116.0 225.00 143.00 64.00 64.0
## 1634 0 38 2 96.0 102.0 158.00 106.00 48.00 60.3
## 1635 0 59 1 81.0 65.0 164.00 93.00 52.00 53.0
## 1636 0 41 2 85.0 148.0 180.00 84.00 67.00 80.5
## 1637 0 57 2 327.0 544.0 323.00 227.00 59.00 79.0
## 1638 1 52 2 91.0 138.0 241.00 161.00 50.00 89.4
## 1639 0 57 2 80.0 87.0 202.00 142.00 56.00 83.2
## 1640 0 41 2 84.0 60.0 205.00 120.00 48.00 78.0
## 1641 1 48 1 114.0 218.0 293.00 240.00 44.00 115.5
## 1642 1 49 1 95.0 185.0 237.00 189.00 39.00 87.0
## 1643 0 30 1 102.0 167.0 147.00 80.00 56.00 60.0
## 1644 0 50 1 93.0 145.0 174.00 122.00 59.00 79.0
## 1645 0 53 2 80.0 84.0 185.00 134.00 52.00 69.0
## 1646 0 44 2 84.0 113.0 187.00 112.00 63.00 92.0
## 1647 0 55 2 88.0 148.0 213.00 132.00 46.00 87.0
## 1648 0 35 2 73.0 99.0 206.00 136.00 57.00 83.0
## 1649 0 37 2 77.0 121.0 212.00 129.00 78.00 98.0
## 1650 0 56 1 78.0 116.0 214.00 134.00 61.00 70.0
## 1651 0 28 1 95.0 172.0 141.00 55.00 33.00 101.0
## 1652 1 38 2 145.0 238.0 200.00 125.00 38.00 100.0
## 1653 0 50 1 92.0 203.0 160.00 83.00 36.00 93.0
## 1654 0 48 2 83.0 114.0 180.00 111.00 63.00 78.4
## 1655 0 30 2 92.0 87.0 242.00 134.00 46.00 75.5
## 1656 0 35 2 183.0 233.0 227.00 107.00 53.00 82.0
## 1657 0 44 1 70.0 130.0 143.00 89.00 35.00 55.5
## 1658 0 39 1 86.0 91.0 157.00 92.00 53.00 77.0
## 1659 0 35 2 70.0 113.0 199.00 122.00 64.00 74.0
## 1660 0 61 2 83.0 89.0 122.00 56.00 49.00 68.5
## 1661 0 36 2 88.0 124.0 193.00 118.00 60.00 71.0
## 1662 0 28 2 81.0 81.0 123.00 62.00 48.00 82.0
## 1663 0 57 2 97.0 201.0 210.00 128.00 45.00 77.0
## 1664 0 43 2 97.0 137.0 210.00 128.00 51.00 90.0
## 1665 1 55 2 102.0 152.0 235.00 166.00 35.00 101.0
## 1666 0 50 1 76.0 82.0 184.00 119.00 68.00 70.0
## 1667 1 47 1 130.0 359.0 246.00 157.00 57.00 86.0
## 1668 0 48 2 92.0 136.0 190.00 115.00 52.00 79.0
## 1669 0 28 1 68.0 126.0 181.00 119.00 58.00 80.0
## 1670 0 42 2 107.0 103.0 234.00 150.00 56.00 79.0
## 1671 0 42 1 82.0 114.0 131.00 73.00 43.00 69.0
## 1672 0 56 1 84.0 112.0 167.00 104.00 46.00 82.0
## 1673 0 59 2 78.0 37.0 151.00 95.00 42.00 72.0
## 1674 0 58 2 78.0 78.0 150.00 99.00 46.00 65.0
## 1675 0 63 2 88.0 111.0 251.00 179.00 45.00 71.0
## 1676 0 46 1 77.0 100.0 215.00 150.00 50.00 77.0
## 1677 0 35 1 116.0 205.0 182.00 108.00 49.00 76.0
## 1678 0 49 2 88.0 89.0 188.00 105.00 50.00 75.0
## 1679 0 58 2 84.0 112.0 191.00 120.00 57.00 80.0
## 1680 0 50 2 74.0 96.0 179.00 94.00 73.00 67.0
## 1681 0 37 2 88.0 145.0 294.00 224.00 64.00 113.0
## 1682 0 49 2 118.0 207.0 247.00 141.00 39.00 80.2
## 1683 0 47 2 70.0 107.0 118.00 53.00 57.00 78.5
## 1684 0 44 2 100.0 140.0 192.00 120.00 57.00 80.0
## 1685 0 48 2 85.0 126.0 255.00 146.00 51.00 84.0
## 1686 0 54 1 85.0 109.0 197.00 147.00 41.00 103.0
## 1687 0 30 1 84.0 110.0 192.00 94.00 75.00 93.0
## 1688 0 63 1 76.0 101.0 154.00 94.00 50.00 82.5
## 1689 0 57 2 82.0 107.0 185.00 108.00 52.00 78.0
## 1690 0 54 1 79.0 141.0 172.00 72.00 46.00 80.0
## 1691 0 34 2 80.0 132.0 201.00 59.00 41.00 79.5
## 1692 0 54 1 93.0 125.0 152.00 90.00 44.00 67.0
## 1693 0 44 2 79.0 75.0 163.00 101.00 53.00 84.0
## 1694 0 57 2 89.0 125.0 188.00 128.00 50.00 83.0
## 1695 1 50 2 153.0 167.0 264.00 160.00 43.00 96.0
## 1696 0 37 2 92.0 132.0 216.00 121.00 56.00 95.0
## 1697 0 49 1 78.0 94.0 117.00 52.00 58.00 73.0
## 1698 1 62 1 94.0 172.0 145.00 70.00 47.00 78.0
## 1699 0 28 2 82.0 141.0 243.00 162.00 53.00 69.0
## 1700 0 35 1 72.0 91.0 239.00 172.00 48.00 90.0
## 1701 0 60 2 68.0 100.0 178.00 114.00 49.00 87.0
## 1702 0 42 2 78.0 86.0 247.00 162.00 59.00 77.5
## 1703 0 60 1 89.0 145.0 194.00 112.00 57.00 88.0
## 1704 0 59 1 91.0 107.0 209.00 133.00 58.00 73.0
## 1705 0 57 1 93.0 236.0 200.00 137.00 33.00 86.0
## 1706 0 49 2 75.0 114.0 213.00 143.00 47.00 78.0
## 1707 0 61 2 79.0 113.0 238.00 109.00 36.00 86.5
## 1708 0 42 1 90.0 125.0 330.00 236.00 56.00 75.0
## 1709 0 58 2 87.0 85.0 216.00 131.00 60.00 72.0
## 1710 1 35 1 109.0 202.0 136.00 62.00 50.00 103.0
## 1711 0 46 2 91.0 132.0 270.00 184.00 48.00 67.0
## 1712 0 48 1 74.0 124.0 182.00 105.00 54.00 68.5
## 1713 0 60 2 82.0 111.0 182.00 117.00 57.00 87.0
## 1714 0 62 2 87.0 107.0 147.00 81.00 44.00 69.0
## 1715 1 47 1 97.0 205.0 239.00 148.00 43.00 85.5
## 1716 0 65 1 89.0 139.0 237.00 84.00 47.00 84.0
## 1717 0 56 2 90.0 130.0 198.00 132.00 42.00 85.0
## 1718 0 45 1 87.0 151.0 207.00 142.00 41.00 92.0
## 1719 0 53 2 87.0 129.0 183.00 103.00 63.00 67.0
## 1720 0 45 1 80.0 94.0 252.00 176.00 43.00 84.5
## 1721 0 42 2 75.0 117.0 179.00 123.00 57.00 77.0
## 1722 0 41 2 85.0 116.0 161.00 58.00 38.00 92.0
## 1723 0 35 2 82.0 123.0 198.00 132.00 44.00 108.0
## 1724 0 58 1 78.0 127.0 193.00 121.00 31.00 88.0
## 1725 1 40 2 83.0 107.0 189.00 180.00 54.00 80.0
## 1726 0 42 2 77.0 135.0 243.00 187.00 47.00 88.0
## 1727 0 49 2 192.0 392.0 248.00 152.00 44.00 89.5
## 1728 0 37 2 74.0 115.0 224.00 159.00 55.00 86.5
## 1729 0 55 1 86.0 114.0 237.00 152.00 68.00 79.0
## 1730 0 45 1 68.0 88.0 194.00 109.00 51.00 77.0
## 1731 1 49 2 205.0 468.0 329.00 134.00 36.00 85.0
## 1732 0 36 2 68.0 103.0 237.00 157.00 67.00 106.0
## 1733 0 52 1 84.0 88.0 158.00 100.00 51.00 73.0
## 1734 0 43 2 81.0 116.0 220.00 145.00 63.00 74.0
## 1735 1 55 2 102.0 174.0 204.00 144.00 31.00 119.0
## 1736 0 48 2 78.0 101.0 182.00 95.00 67.00 67.0
## 1737 1 42 2 89.0 103.0 240.00 176.00 50.00 73.0
## 1738 0 60 2 69.0 140.0 149.00 65.00 65.00 78.0
## 1739 0 36 2 74.0 94.0 146.00 85.00 57.00 60.0
## 1740 0 40 2 75.0 117.0 202.00 128.00 68.00 89.0
## 1741 0 46 1 81.0 83.0 150.00 84.00 59.00 64.0
## 1742 0 58 2 73.0 89.0 119.00 26.00 77.00 60.0
## 1743 0 38 2 82.0 93.0 197.00 97.00 70.00 68.0
## 1744 1 42 2 85.0 141.0 270.00 176.00 41.00 104.0
## 1745 0 62 1 74.0 104.0 207.00 129.00 67.00 83.0
## 1746 0 26 2 78.0 70.0 227.00 131.00 61.00 70.0
## 1747 0 46 1 83.0 116.0 183.00 113.00 51.00 78.5
## 1748 0 34 1 119.0 139.0 264.00 178.00 43.00 94.0
## 1749 0 26 2 102.0 119.0 227.00 144.00 65.00 78.0
## 1750 0 35 1 82.0 83.0 182.00 119.00 36.00 73.0
## 1751 0 32 2 77.0 99.0 206.00 131.00 61.00 90.0
## 1752 0 39 1 85.0 92.0 184.00 104.00 29.00 71.0
## 1753 0 63 1 78.0 85.0 154.00 89.00 51.00 85.0
## 1754 0 63 2 87.0 152.0 173.00 109.00 37.00 81.0
## 1755 0 61 2 77.0 130.0 194.00 131.00 43.00 63.0
## 1756 0 62 1 88.0 111.0 186.00 105.00 56.00 86.0
## 1757 0 55 2 76.0 92.0 143.00 75.00 61.00 64.0
## 1758 1 46 1 92.0 125.0 252.00 146.00 66.00 97.0
## 1759 0 34 2 77.0 104.0 199.00 122.00 52.00 79.0
## 1760 0 63 1 86.0 94.0 272.00 167.00 79.00 71.0
## 1761 0 27 1 101.0 83.0 171.00 107.00 56.00 70.0
## 1762 0 64 1 75.0 100.0 209.00 144.00 55.00 78.2
## 1763 0 56 1 85.0 140.0 221.00 133.00 73.00 60.0
## 1764 1 57 1 138.0 274.0 267.00 179.00 57.00 91.0
## 1765 0 53 2 86.0 107.0 200.00 118.00 67.00 75.0
## 1766 0 59 1 89.0 132.0 230.00 147.00 66.00 91.0
## 1767 0 48 2 82.0 128.0 178.00 122.00 53.00 88.1
## 1768 0 53 1 86.0 154.0 213.00 135.00 43.00 87.0
## 1769 1 54 2 101.0 138.0 137.00 120.00 54.00 80.7
## 1770 0 48 2 143.0 190.0 205.00 129.00 51.00 91.0
## 1771 0 41 2 80.0 123.0 253.00 161.00 36.00 77.0
## 1772 0 38 2 81.0 117.0 187.00 115.00 66.00 82.3
## 1773 1 56 1 80.0 251.0 204.00 125.00 42.00 82.5
## 1774 0 48 2 139.0 341.0 186.00 117.00 40.00 87.0
## 1775 0 58 1 173.0 311.0 127.00 59.00 49.00 69.0
## 1776 0 51 2 81.0 136.0 164.00 105.00 40.00 88.0
## 1777 0 41 1 99.0 173.0 228.00 162.00 52.00 88.0
## 1778 0 52 1 80.0 104.0 219.00 133.00 57.00 78.0
## 1779 0 58 1 98.0 117.0 263.00 164.00 54.00 74.0
## 1780 0 52 1 80.0 128.0 125.00 83.00 41.00 44.0
## 1781 0 55 2 76.0 112.0 189.00 130.00 48.00 84.6
## 1782 0 49 2 87.0 134.0 190.00 123.00 57.00 82.5
## 1783 0 64 1 77.0 120.0 215.00 109.00 61.00 85.6
## 1784 0 53 2 86.0 111.0 204.00 116.00 65.00 80.0
## 1785 0 49 2 95.0 77.0 167.00 86.00 53.00 62.5
## 1786 0 56 1 144.0 237.0 224.00 129.00 54.00 86.0
## 1787 1 45 2 89.0 162.0 190.00 116.00 44.00 93.0
## 1788 0 53 2 87.0 182.0 191.00 118.00 47.00 87.0
## 1789 0 50 1 72.0 89.0 168.00 77.00 76.00 58.0
## 1790 0 43 2 221.0 341.0 180.00 124.00 54.00 93.5
## 1791 0 34 2 80.0 118.0 152.00 102.00 45.00 72.1
## 1792 0 54 2 80.0 127.0 240.00 166.00 65.00 78.5
## 1793 0 60 2 89.0 132.0 172.00 100.00 51.00 78.0
## 1794 0 47 1 86.0 105.0 234.00 132.00 81.00 87.5
## 1795 0 47 2 80.0 38.0 161.00 95.00 52.00 64.0
## 1796 0 30 2 81.0 80.0 200.00 147.00 52.00 73.0
## 1797 1 46 2 93.0 136.0 221.00 151.00 48.00 92.0
## 1798 0 32 2 80.0 124.0 204.00 122.00 52.00 101.0
## 1799 0 61 2 84.0 74.0 136.00 77.00 44.00 80.0
## 1800 0 38 2 72.0 76.0 205.00 128.00 43.00 72.0
## 1801 0 45 1 84.0 97.0 198.00 126.00 67.00 76.0
## 1802 0 29 2 76.0 75.0 145.00 87.00 56.00 68.0
## 1803 0 35 2 84.0 88.0 243.00 148.00 32.00 92.5
## 1804 0 34 2 77.0 127.0 179.00 107.00 56.00 69.5
## 1805 0 54 2 94.0 95.0 172.00 96.00 72.00 67.0
## 1806 0 61 2 86.0 110.0 213.00 130.00 72.00 100.0
## 1807 0 27 2 76.0 134.0 219.00 125.00 67.00 90.0
## 1808 0 40 2 85.0 92.0 207.00 123.00 62.00 87.5
## 1809 0 37 2 89.0 102.0 172.00 98.00 55.00 77.0
## 1810 0 59 2 71.0 92.0 129.00 70.00 44.00 68.0
## 1811 0 58 2 84.0 106.0 156.00 93.00 53.00 90.0
## 1812 0 25 1 76.0 83.0 147.00 91.00 49.00 64.0
## 1813 0 56 1 85.0 89.0 171.00 120.00 53.00 100.0
## 1814 0 50 2 82.0 70.0 133.00 63.00 47.00 70.0
## 1815 0 54 2 92.0 84.0 187.00 133.00 44.00 67.0
## 1816 0 48 1 83.0 158.0 206.00 116.00 75.00 92.5
## 1817 0 48 2 81.0 77.0 209.00 145.00 59.00 70.0
## 1818 0 27 2 79.0 144.0 203.00 128.00 55.00 97.0
## 1819 0 37 1 84.0 80.0 159.00 95.00 50.00 69.0
## 1820 0 27 2 84.0 110.0 183.00 82.00 52.00 77.5
## 1821 0 39 1 72.0 94.0 144.00 80.00 53.00 64.0
## 1822 0 34 1 79.0 92.0 163.00 84.00 79.00 71.0
## 1823 0 49 1 254.0 430.0 245.00 120.00 40.00 79.0
## 1824 0 45 2 82.0 87.0 204.00 114.00 56.00 66.0
## 1825 0 53 2 83.0 85.0 203.00 129.00 37.00 75.0
## 1826 0 38 2 79.0 81.0 183.00 118.00 57.00 84.0
## 1827 0 33 2 74.0 107.0 205.00 129.00 58.00 96.0
## 1828 0 36 2 74.0 112.0 157.00 101.00 39.00 97.0
## 1829 0 39 2 85.0 114.0 266.00 194.00 47.00 102.0
## 1830 0 49 2 96.0 142.0 179.00 119.00 56.00 98.0
## 1831 0 26 2 78.0 84.0 161.00 95.00 59.00 77.0
## 1832 1 57 2 101.0 244.0 212.00 132.00 34.00 93.0
## 1833 0 55 2 84.0 146.0 153.00 92.00 51.00 87.0
## 1834 0 30 1 75.0 100.0 158.00 95.00 56.00 77.0
## 1835 0 30 2 69.0 90.0 192.00 112.00 56.00 75.0
## 1836 0 31 2 89.0 91.0 143.00 70.00 55.00 88.0
## 1837 0 58 2 72.0 95.0 181.00 119.00 50.00 65.0
## 1838 0 47 1 77.0 91.0 167.00 84.00 66.00 76.0
## 1839 1 40 2 367.0 496.0 220.00 159.00 40.00 102.0
## 1840 0 35 1 75.0 79.0 170.00 100.00 45.00 66.0
## 1841 0 27 2 74.0 120.0 186.00 105.00 51.00 88.0
## 1842 0 45 2 87.0 86.0 158.00 97.00 43.00 69.0
## 1843 0 53 2 73.0 103.0 193.00 103.00 74.00 98.0
## 1844 0 61 2 80.0 189.0 177.00 98.00 60.00 83.0
## 1845 0 38 2 178.0 384.0 277.00 200.00 51.00 98.0
## 1846 0 55 2 97.0 84.0 244.00 143.00 74.00 61.0
## 1847 0 41 1 82.0 92.0 254.00 42.00 62.00 80.0
## 1848 0 53 1 94.0 119.0 165.00 94.00 40.00 89.0
## 1849 0 50 2 80.0 169.0 212.00 152.00 36.00 88.0
## 1850 0 62 2 78.0 96.0 190.00 64.00 55.00 72.7
## 1851 0 52 1 77.0 89.0 181.00 100.00 66.00 77.0
## 1852 0 50 2 80.0 83.0 186.00 122.00 64.00 59.0
## 1853 0 40 2 84.0 115.0 160.00 87.00 64.00 60.0
## 1854 1 49 2 91.0 161.0 214.00 121.00 54.00 96.0
## 1855 0 50 2 88.0 117.0 206.00 112.00 57.00 89.2
## 1856 0 50 2 63.0 95.0 191.00 109.00 62.00 92.0
## 1857 0 39 1 82.0 115.0 233.00 142.00 62.00 86.0
## 1858 0 50 2 79.0 82.0 173.00 102.00 45.00 79.0
## 1859 0 50 2 71.0 107.0 177.00 100.00 59.00 79.0
## 1860 0 36 2 75.0 117.0 149.00 84.00 50.00 99.0
## 1861 0 59 2 70.0 86.0 170.00 107.00 52.00 85.0
## 1862 1 26 2 99.0 203.0 224.00 155.00 34.00 94.0
## 1863 0 58 2 76.0 87.0 152.00 76.00 57.00 76.0
## 1864 0 59 2 73.0 87.0 217.00 143.00 54.00 73.0
## 1865 0 32 2 95.0 123.0 172.00 108.00 40.00 89.5
## 1866 0 47 2 87.0 134.0 186.00 118.00 44.00 70.0
## 1867 0 26 2 79.0 96.0 162.00 88.00 63.00 75.0
## 1868 0 50 2 74.0 79.0 183.00 123.00 45.00 90.0
## 1869 0 61 2 79.0 101.0 157.00 91.00 62.00 100.6
## 1870 0 43 1 108.0 263.0 142.00 97.00 42.00 101.0
## 1871 0 28 2 72.0 112.0 196.00 121.00 55.00 100.0
## 1872 0 39 1 88.0 72.0 178.00 111.00 46.00 70.0
## 1873 0 29 2 79.0 105.0 173.00 105.00 49.00 80.0
## 1874 0 60 1 80.0 80.0 199.00 136.00 45.00 92.0
## 1875 0 53 2 90.0 100.0 166.00 97.00 66.00 69.0
## 1876 0 58 2 86.0 140.0 154.00 103.00 35.00 79.0
## 1877 0 45 2 77.0 88.0 202.00 119.00 58.00 68.0
## 1878 1 35 2 87.0 164.0 220.00 128.00 23.00 98.0
## 1879 0 62 1 88.0 134.0 204.00 112.00 44.00 73.0
## 1880 0 46 2 82.0 89.0 175.00 94.00 81.00 69.0
## 1881 0 25 2 100.0 146.0 170.00 108.00 42.00 81.0
## 1882 0 46 2 89.0 122.0 181.00 108.00 51.00 85.0
## 1883 0 41 1 80.0 92.0 152.00 96.00 41.00 61.5
## 1884 0 38 1 78.0 111.0 188.00 119.00 54.00 69.4
## 1885 0 42 2 88.0 150.0 177.00 92.00 32.00 84.0
## 1886 0 46 2 81.0 110.0 171.00 93.00 61.00 96.5
## 1887 0 41 2 94.0 125.0 205.00 137.00 62.00 87.0
## 1888 0 56 2 90.0 109.0 184.00 103.00 55.00 80.0
## 1889 1 49 2 86.0 162.0 183.00 117.00 41.00 99.0
## 1890 0 57 2 89.0 110.0 184.00 106.00 64.00 91.0
## 1891 0 62 1 86.0 108.0 194.00 93.00 68.00 78.5
## 1892 0 53 1 87.0 147.0 203.00 144.00 40.00 127.0
## 1893 0 48 2 70.0 75.0 217.00 135.00 40.00 87.0
## 1894 0 58 2 88.0 167.0 209.00 135.00 58.00 110.4
## 1895 0 43 1 81.0 99.0 189.00 119.00 68.00 92.0
## 1896 0 42 2 83.0 139.0 218.00 144.00 64.00 87.5
## 1897 0 38 2 66.0 88.0 146.00 97.00 40.00 70.0
## 1898 0 38 2 79.0 107.0 154.00 104.00 50.00 63.5
## 1899 0 25 2 80.0 127.0 208.00 132.00 65.00 72.0
## 1900 0 47 1 85.0 101.0 198.00 129.00 61.00 86.5
## 1901 0 61 2 81.0 94.0 153.00 81.00 51.00 68.0
## 1902 0 35 2 86.0 100.0 238.00 142.00 75.00 84.0
## 1903 0 39 2 80.0 64.0 128.00 72.00 55.00 67.0
## 1904 0 40 2 77.0 114.0 120.00 78.00 60.00 70.0
## 1905 0 52 2 56.0 129.0 150.00 84.00 62.00 58.0
## 1906 0 40 2 67.0 93.0 214.00 139.00 58.00 84.0
## 1907 0 36 2 67.0 114.0 153.00 108.00 49.00 72.5
## 1908 0 52 2 86.0 125.0 175.00 112.00 54.00 83.0
## 1909 0 41 1 79.0 94.0 193.00 147.00 48.00 58.5
## 1910 0 39 2 89.0 100.0 193.00 116.00 70.00 68.0
## 1911 0 54 2 79.0 107.0 209.00 130.00 50.00 78.0
## 1912 0 41 2 83.0 129.0 157.00 100.00 53.00 88.5
## 1913 0 45 2 82.0 93.0 170.00 103.00 63.00 63.0
## 1914 0 47 1 87.0 100.0 175.00 94.00 66.00 67.0
## 1915 0 46 2 78.0 85.0 227.00 159.00 70.00 61.0
## 1916 0 49 2 86.0 87.0 221.00 148.00 57.00 81.0
## 1917 0 30 1 80.0 107.0 256.00 189.00 54.00 89.0
## 1918 0 48 2 87.0 134.0 232.00 174.00 52.00 83.0
## 1919 0 43 2 77.0 93.0 162.00 85.00 67.00 64.0
## 1920 0 57 2 76.0 119.0 204.00 110.00 52.00 95.0
## 1921 0 48 2 81.0 108.0 138.00 80.00 55.00 79.0
## 1922 0 40 2 79.0 100.0 210.00 132.00 76.00 73.0
## 1923 0 36 1 90.0 92.0 196.00 121.00 80.00 66.5
## 1924 0 32 2 81.0 74.0 221.00 138.00 53.00 88.0
## 1925 0 45 1 69.0 107.0 224.00 170.00 59.00 84.5
## 1926 0 38 1 68.0 107.0 125.00 83.00 36.00 78.0
## 1927 0 34 2 68.0 92.0 175.00 112.00 53.00 76.0
## 1928 0 33 2 77.0 92.0 172.00 111.00 52.00 67.0
## 1929 1 38 2 96.0 129.0 181.00 93.00 69.00 65.0
## 1930 0 41 2 70.0 98.0 173.00 96.00 65.00 73.0
## 1931 0 60 2 86.0 147.0 187.00 117.00 53.00 85.0
## 1932 0 36 2 78.0 105.0 163.00 97.00 64.00 66.0
## 1933 0 43 1 101.0 121.0 162.00 111.00 49.00 68.0
## 1934 0 42 2 87.0 113.0 198.00 135.00 65.00 62.5
## 1935 0 49 2 90.0 148.0 196.00 124.00 61.00 61.0
## 1936 0 52 1 90.0 109.0 157.00 85.00 59.00 65.0
## 1937 0 51 2 83.0 125.0 175.00 109.00 55.00 81.5
## 1938 0 37 2 83.0 107.0 189.00 119.00 54.00 88.6
## 1939 0 38 2 77.0 111.0 164.00 97.00 53.00 78.0
## 1940 0 39 2 79.0 106.0 138.00 89.00 55.00 86.5
## 1941 0 35 2 75.0 90.0 115.00 67.00 60.00 61.0
## 1942 0 48 1 77.0 139.0 155.00 102.00 52.00 91.5
## 1943 0 31 2 81.0 98.0 161.00 88.00 64.00 72.0
## 1944 0 57 1 82.0 132.0 218.00 156.00 39.00 81.0
## 1945 0 53 2 73.0 91.0 126.00 84.00 44.00 84.5
## 1946 0 39 2 79.0 106.0 203.00 137.00 49.00 92.0
## 1947 1 44 2 100.0 162.0 298.00 208.00 60.00 85.0
## 1948 0 48 1 78.0 104.0 164.00 87.00 72.00 83.0
## 1949 0 44 2 95.0 102.0 159.00 88.00 47.00 71.0
## 1950 0 31 2 85.0 127.0 192.00 120.00 64.00 94.0
## 1951 0 43 2 69.0 86.0 154.00 92.00 69.00 65.0
## 1952 0 27 2 77.0 77.0 181.00 110.00 78.00 67.0
## 1953 0 36 2 66.0 109.0 220.00 139.00 66.00 72.0
## 1954 0 44 2 66.0 86.0 128.00 70.00 55.00 80.0
## 1955 0 57 2 128.0 188.0 211.00 141.00 44.00 90.0
## 1956 0 36 2 84.0 92.0 186.00 107.00 56.00 93.0
## 1957 0 33 1 72.0 63.0 167.00 100.00 56.00 64.0
## 1958 0 29 2 70.0 118.0 213.00 144.00 50.00 88.0
## 1959 0 30 2 72.0 110.0 206.00 127.00 66.00 88.0
## 1960 1 53 2 89.0 127.0 223.00 142.00 42.00 82.0
## 1961 0 60 2 295.0 570.0 164.00 92.00 53.00 83.0
## 1962 0 49 1 96.0 150.0 196.00 121.00 54.00 86.0
## 1963 0 29 2 75.0 117.0 182.00 124.00 35.00 85.0
## 1964 0 45 2 85.0 74.0 136.00 80.00 59.00 74.0
## 1965 0 40 2 93.0 126.0 146.00 50.00 25.00 95.6
## 1966 1 34 1 94.0 164.0 208.00 184.00 44.00 106.0
## 1967 0 63 1 79.0 118.0 215.00 152.00 49.00 79.0
## 1968 0 37 1 79.0 112.0 185.00 101.00 39.00 79.0
## 1969 0 29 2 91.0 122.0 154.00 89.00 41.00 76.0
## 1970 0 46 2 81.0 98.0 182.00 90.00 73.00 78.9
## 1971 0 37 2 77.0 109.0 135.00 98.00 57.00 65.0
## 1972 0 49 2 86.0 126.0 270.00 182.00 39.00 96.0
## 1973 0 62 1 72.0 95.0 166.00 103.00 51.00 98.0
## 1974 0 57 2 89.0 103.0 160.00 85.00 52.00 81.0
## 1975 0 52 1 78.0 128.0 226.00 139.00 48.00 80.0
## 1976 0 49 2 72.0 109.0 163.00 108.00 58.00 67.0
## 1977 0 59 1 73.0 82.0 191.00 135.00 46.00 61.5
## 1978 0 61 2 105.0 111.0 174.00 84.00 85.00 64.0
## 1979 0 41 2 81.0 116.0 173.00 105.00 75.00 68.0
## 1980 0 51 2 79.0 63.0 144.00 89.00 41.00 97.0
## 1981 0 37 1 84.0 110.0 177.00 118.00 47.00 99.0
## 1982 0 43 1 93.0 80.0 167.00 117.00 57.00 78.0
## 1983 0 36 2 91.0 156.0 219.00 155.00 53.00 95.0
## 1984 0 48 2 76.0 84.0 193.00 108.00 65.00 77.3
## 1985 0 35 1 93.0 99.0 245.00 143.00 64.00 82.0
## 1986 0 45 1 87.0 89.0 256.00 155.00 78.00 79.5
## 1987 0 64 2 87.0 124.0 190.00 117.00 61.00 91.3
## 1988 1 33 1 107.0 198.0 228.00 146.00 55.00 79.0
## 1989 1 33 2 94.0 159.0 251.00 189.00 42.00 103.5
## 1990 0 63 2 80.0 95.0 154.00 85.00 78.00 68.0
## 1991 0 30 2 65.0 113.0 203.00 144.00 57.00 107.5
## 1992 0 52 1 81.0 83.0 175.00 97.00 70.00 61.7
## 1993 0 46 2 85.0 112.0 184.00 116.00 63.00 107.6
## 1994 0 42 1 135.0 257.0 181.00 120.00 49.00 94.5
## 1995 0 42 2 80.0 92.0 185.00 122.00 54.00 73.0
## 1996 0 33 2 92.0 82.0 198.00 145.00 62.00 89.0
## 1997 0 32 1 81.0 107.0 181.00 119.00 59.00 68.0
## 1998 0 53 1 73.0 109.0 186.00 108.00 66.00 70.8
## 1999 0 40 2 69.0 94.0 156.00 101.00 50.00 75.0
## 2000 0 50 2 130.0 242.0 199.00 131.00 47.00 76.0
## 2001 0 30 2 82.0 105.0 187.00 115.00 56.00 78.5
## 2002 0 61 2 88.0 147.0 217.00 114.00 48.00 84.0
## 2003 0 33 2 70.0 99.0 177.00 102.00 64.00 72.5
## 2004 0 29 2 90.0 169.0 211.00 98.00 50.00 85.0
## 2005 0 38 2 89.0 140.0 184.00 112.00 53.00 97.0
## 2006 0 44 2 79.0 116.0 187.00 100.00 47.00 80.0
## 2007 1 59 2 91.0 149.0 187.00 127.00 70.00 75.0
## 2008 0 58 1 83.0 132.0 176.00 109.00 67.00 81.0
## 2009 0 47 1 106.0 144.0 256.00 157.00 73.00 81.0
## 2010 0 43 2 83.0 102.0 196.00 127.00 74.00 73.5
## 2011 0 47 2 74.0 103.0 160.00 89.00 75.00 70.0
## 2012 0 35 2 94.0 104.0 180.00 121.00 41.00 80.0
## 2013 0 60 2 76.0 127.0 173.00 104.00 61.00 80.0
## 2014 0 36 1 65.0 76.0 138.00 80.00 47.00 81.0
## 2015 0 31 2 93.0 98.0 228.00 155.00 75.00 88.0
## 2016 0 29 2 83.0 124.0 228.00 156.00 56.00 81.0
## 2017 0 55 2 91.0 116.0 181.00 114.00 50.00 79.0
## 2018 0 49 1 86.0 68.0 218.00 164.00 58.00 105.0
## 2019 0 55 2 84.0 106.0 164.00 78.00 58.00 77.0
## 2020 1 35 1 198.0 315.0 205.00 120.00 41.00 100.0
## 2021 0 31 2 94.0 119.0 200.00 118.00 57.00 83.0
## 2022 0 33 2 89.0 120.0 158.00 98.00 35.00 88.0
## 2023 0 45 2 77.0 110.0 166.00 100.00 48.00 69.0
## 2024 0 63 2 91.0 107.0 151.00 94.00 60.00 89.5
## 2025 0 42 1 82.0 135.0 179.00 107.00 49.00 92.0
## 2026 0 40 2 84.0 114.0 191.00 112.00 61.00 95.0
## 2027 0 34 2 87.0 99.0 208.00 135.00 49.00 82.0
## 2028 0 55 2 107.0 178.0 183.00 122.00 58.00 104.0
## 2029 0 56 1 76.0 96.0 222.00 161.00 51.00 76.0
## 2030 0 43 2 86.0 159.0 200.00 133.00 52.00 90.0
## 2031 0 42 2 74.0 81.0 175.00 108.00 58.00 66.0
## 2032 0 42 1 78.0 176.0 254.00 154.00 66.00 83.0
## 2033 0 36 2 91.0 157.0 220.00 119.00 57.00 95.0
## 2034 0 40 2 92.0 86.0 163.00 100.00 51.00 87.5
## 2035 0 53 1 72.0 116.0 160.00 114.00 41.00 79.0
## 2036 0 52 1 85.0 119.0 218.00 141.00 31.00 87.0
## 2037 0 33 1 78.0 148.0 202.00 142.00 33.00 81.0
## 2038 0 54 2 87.0 85.0 184.00 104.00 66.00 78.0
## 2039 0 48 2 80.0 85.0 211.00 141.00 37.00 71.0
## 2040 0 41 2 81.0 108.0 225.00 126.00 77.00 68.0
## 2041 0 58 1 94.0 134.0 194.00 119.00 73.00 74.0
## 2042 0 31 2 77.0 120.0 224.00 151.00 60.00 86.0
## 2043 0 34 2 84.0 83.0 155.00 96.00 48.00 80.1
## 2044 0 44 2 75.0 119.0 158.00 105.00 52.00 85.0
## 2045 0 33 2 93.0 155.0 168.00 91.00 49.00 73.0
## 2046 0 53 2 92.0 103.0 192.00 116.00 55.00 84.8
## 2047 0 62 2 83.0 87.0 159.00 98.00 59.00 73.0
## 2048 0 47 2 99.0 215.0 295.00 181.00 71.00 97.0
## 2049 0 58 1 95.0 102.0 235.00 115.00 50.00 80.0
## 2050 0 52 2 87.0 116.0 206.00 146.00 54.00 75.0
## 2051 0 53 1 81.0 134.0 184.00 100.00 52.00 74.0
## 2052 0 52 1 80.0 143.0 236.00 167.00 47.00 83.0
## 2053 0 40 2 80.0 126.0 203.00 145.00 54.00 96.0
## 2054 0 40 2 92.0 93.0 179.00 101.00 51.00 66.0
## 2055 0 41 1 78.0 123.0 207.00 134.00 47.00 83.0
## 2056 0 33 2 77.0 125.0 213.00 134.00 61.00 85.0
## 2057 0 50 2 90.0 75.0 175.00 115.00 35.00 80.0
## 2058 0 62 2 79.0 74.0 192.00 110.00 54.00 78.0
## 2059 1 48 2 99.0 151.0 236.00 211.00 56.00 103.0
## 2060 0 52 2 97.0 146.0 222.00 139.00 65.00 92.0
## 2061 0 52 2 82.0 89.0 205.00 147.00 55.00 90.0
## 2062 0 51 2 92.0 118.0 169.00 94.00 47.00 89.5
## 2063 0 58 2 83.0 124.0 235.00 149.00 57.00 66.0
## 2064 0 62 2 83.0 87.0 198.00 112.00 71.00 81.0
## 2065 1 40 1 90.0 93.0 216.00 130.00 62.00 83.0
## 2066 1 37 2 98.0 144.0 217.00 146.00 50.00 85.0
## 2067 0 37 2 82.0 110.0 145.00 76.00 59.00 72.5
## 2068 0 56 2 90.0 106.0 248.00 158.00 58.00 79.0
## 2069 0 53 2 98.0 184.0 199.00 134.00 53.00 80.0
## 2070 0 57 2 190.0 278.0 282.00 191.00 70.00 97.5
## 2071 0 35 2 92.0 101.0 223.00 151.00 61.00 87.0
## 2072 0 49 2 63.0 92.0 169.00 89.00 80.00 67.6
## 2073 1 38 2 101.0 139.0 266.00 190.00 45.00 96.6
## 2074 0 55 2 99.0 139.0 260.00 174.00 46.00 93.0
## 2075 0 29 2 313.0 347.0 188.00 109.00 43.00 94.0
## 2076 0 55 2 74.0 76.0 204.00 129.00 65.00 71.0
## 2077 0 62 1 90.0 133.0 264.00 198.00 58.00 96.0
## 2078 1 38 2 96.0 145.0 228.00 166.00 40.00 81.0
## 2079 0 49 2 74.0 151.0 232.00 156.00 61.00 75.0
## 2080 0 52 2 79.0 76.0 188.00 125.00 54.00 74.0
## 2081 0 46 2 98.0 92.0 185.00 113.00 64.00 59.0
## 2082 0 40 2 84.0 141.0 204.00 45.00 58.00 93.0
## 2083 0 44 2 87.0 99.0 141.00 87.00 60.00 78.5
## 2084 0 54 2 76.0 101.0 160.00 107.00 55.00 66.0
## 2085 0 34 1 88.0 114.0 189.00 127.00 57.00 87.0
## 2086 0 51 1 85.0 111.0 190.00 122.00 54.00 94.0
## 2087 0 25 2 100.0 231.0 184.00 116.00 44.00 76.0
## 2088 0 52 2 82.0 127.0 173.00 119.00 53.00 74.5
## 2089 0 62 2 67.0 87.0 128.00 83.00 51.00 69.0
## 2090 0 47 1 78.0 130.0 208.00 119.00 39.00 83.0
## 2091 0 43 2 73.0 91.0 202.00 106.00 86.00 80.0
## 2092 0 40 2 188.0 334.0 181.00 118.00 54.00 75.0
## 2093 0 35 1 78.0 143.0 167.00 97.00 37.00 79.0
## 2094 0 56 1 83.0 105.0 178.00 119.00 48.00 70.0
## 2095 0 55 2 73.0 101.0 179.00 113.00 72.00 80.0
## 2096 0 28 2 84.0 135.0 191.00 137.00 46.00 67.0
## 2097 0 56 1 86.0 94.0 187.00 131.00 54.00 66.0
## 2098 0 40 2 85.0 108.0 165.00 101.00 52.00 62.0
## 2099 0 34 1 93.0 134.0 205.00 133.00 59.00 91.0
## 2100 0 33 2 70.0 98.0 119.00 47.00 32.00 74.0
## 2101 0 34 2 69.0 86.0 191.00 127.00 51.00 62.0
## 2102 0 28 2 73.0 105.0 191.00 109.00 27.00 97.0
## 2103 0 60 2 90.0 135.0 231.00 142.00 44.00 99.0
## 2104 0 57 1 108.0 162.0 211.00 155.00 51.00 80.0
## 2105 0 33 2 89.0 129.0 197.00 113.00 62.00 89.5
## 2106 0 31 2 74.0 100.0 195.00 91.00 71.00 68.0
## 2107 0 33 2 75.0 121.0 181.00 119.00 49.00 75.0
## 2108 0 36 2 84.0 118.0 166.00 111.00 51.00 79.5
## 2109 0 48 2 90.0 83.0 210.00 153.00 36.00 98.0
## 2110 0 51 2 95.0 129.0 190.00 114.00 66.00 80.0
## 2111 1 35 2 109.0 232.0 236.00 165.00 50.00 74.5
## 2112 0 52 2 96.0 123.0 172.00 101.00 50.00 93.0
## 2113 0 56 1 78.0 93.0 156.00 101.00 44.00 82.0
## 2114 0 51 2 82.0 106.0 152.00 80.00 58.00 80.0
## 2115 1 30 2 120.0 211.0 214.00 143.00 54.00 104.0
## 2116 0 38 2 83.0 98.0 206.00 136.00 51.00 71.0
## 2117 1 60 2 99.0 151.0 200.00 114.00 55.00 96.0
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## 2121 0 48 2 77.0 128.0 178.00 116.00 49.00 77.0
## 2122 0 55 2 189.0 233.0 182.00 118.00 60.00 80.0
## 2123 1 32 2 149.0 316.0 249.00 203.00 38.00 92.0
## 2124 0 55 2 77.0 130.0 199.00 124.00 64.00 71.0
## 2125 0 42 2 80.0 101.0 195.00 117.00 70.00 84.0
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## 2139 0 48 2 79.0 119.0 219.00 145.00 59.00 77.0
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## 2150 0 46 2 89.0 146.0 207.00 119.00 79.00 75.0
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## 2200 1 45 1 129.0 245.0 260.00 191.00 36.00 114.0
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## 2206 0 25 2 81.0 103.0 150.00 93.00 52.00 74.0
## 2207 1 48 2 89.0 106.0 182.00 103.00 58.00 62.0
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## 2209 0 50 2 91.0 109.0 211.00 122.00 48.00 96.0
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## 2213 0 50 2 80.0 84.0 138.00 81.00 66.00 75.0
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## 2218 0 45 1 96.0 113.0 182.00 106.00 54.00 92.0
## 2219 0 47 2 93.0 134.0 228.00 166.00 52.00 96.0
## 2220 0 38 2 77.0 158.0 155.00 66.00 45.00 83.0
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## 2225 0 51 2 94.0 156.0 186.00 103.00 62.00 70.5
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## 2228 0 52 1 75.0 83.0 195.00 117.00 56.00 89.0
## 2229 0 40 1 81.0 115.0 197.00 101.00 46.00 91.0
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## 2234 0 39 2 89.0 97.0 182.00 105.00 76.00 78.0
## 2235 0 58 1 96.0 106.0 186.00 110.00 46.00 92.0
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## 2245 0 54 2 88.0 166.0 191.00 113.00 46.00 94.5
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## 2249 0 51 1 68.0 94.0 229.00 162.00 57.00 75.0
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## 2254 1 47 2 110.0 196.0 225.00 144.00 44.00 96.5
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## 2288 1 41 2 91.0 151.0 254.00 162.00 64.00 83.5
## 2289 0 30 2 90.0 118.0 232.00 137.00 54.00 86.3
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## 2291 0 52 1 79.0 91.0 139.00 86.00 49.00 68.0
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## 2296 1 27 2 116.0 161.0 174.00 111.00 51.00 84.0
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## 2303 1 36 2 117.0 166.0 265.00 201.00 41.00 88.0
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## 2319 0 49 2 93.0 116.0 185.00 115.00 60.00 79.0
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## 2414 1 49 1 91.0 96.0 250.00 183.00 49.00 105.0
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## 2424 0 57 1 89.0 96.0 190.00 114.00 61.00 73.0
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## 3054 0 61 1 71.0 82.0 176.00 89.00 69.00 54.0
## 3055 0 56 2 86.0 96.0 183.00 93.00 66.00 77.0
## 3056 1 39 2 127.0 261.0 224.00 148.00 60.00 95.0
## 3057 0 54 2 113.0 265.0 207.00 145.00 48.00 97.0
## 3058 0 39 1 74.0 97.0 178.00 107.00 55.00 81.0
## 3059 0 62 2 87.0 91.0 187.00 88.00 36.00 87.0
## 3060 0 43 1 74.0 113.0 162.00 127.00 49.00 96.0
## 3061 0 35 2 83.0 133.0 180.00 109.00 57.00 80.0
## 3062 0 51 2 71.0 94.0 187.00 95.00 71.00 77.0
## 3063 1 27 1 120.0 117.0 219.00 145.00 34.00 96.0
## 3064 0 29 1 80.0 97.0 185.00 98.00 43.00 85.0
## 3065 0 26 2 78.0 110.0 208.00 131.00 49.00 83.0
## 3066 0 55 1 89.0 115.0 206.00 116.00 86.00 74.0
## 3067 0 46 2 95.0 246.0 194.00 141.00 37.00 78.0
## 3068 0 43 1 87.0 128.0 213.00 146.00 48.00 82.0
## 3069 1 46 2 113.0 124.0 197.00 98.00 45.00 95.0
## 3070 0 50 2 77.0 95.0 185.00 122.00 49.00 60.0
## 3071 0 49 2 84.0 99.0 206.00 142.00 65.00 82.0
## 3072 0 50 2 70.0 113.0 184.00 117.00 53.00 83.0
## 3073 0 45 2 113.0 144.0 288.00 193.00 58.00 102.0
## 3074 1 49 1 96.0 189.0 283.00 200.00 41.00 102.0
## 3075 0 46 2 71.0 104.0 182.00 116.00 52.00 61.0
## 3076 0 25 2 68.0 123.0 209.00 132.00 69.00 84.0
## 3077 0 38 2 74.0 99.0 155.00 85.00 56.00 77.0
## 3078 0 57 1 79.0 119.0 189.00 90.00 62.00 66.0
## 3079 0 34 1 84.0 124.0 172.00 107.00 49.00 95.0
## 3080 0 30 2 80.0 155.0 230.00 162.00 56.00 89.0
## 3081 0 27 1 87.0 139.0 204.00 134.00 68.00 85.0
## 3082 0 47 1 74.0 125.0 252.00 160.00 57.00 79.0
## 3083 0 57 1 144.0 174.0 222.00 150.00 55.00 79.0
## 3084 0 57 1 108.0 207.0 254.00 189.00 43.00 76.0
## 3085 0 56 2 82.0 108.0 208.00 130.00 62.00 87.0
## 3086 0 59 2 82.0 136.0 214.00 137.00 64.00 82.0
## 3087 1 58 1 138.0 163.0 241.00 112.00 61.00 77.0
## 3088 0 56 2 109.0 257.0 193.00 116.00 53.00 83.0
## 3089 0 46 2 72.0 63.0 140.00 63.00 43.00 73.0
## 3090 0 43 1 66.0 72.0 145.00 76.00 60.00 65.0
## 3091 0 58 1 75.0 75.0 172.00 105.00 34.00 81.0
## 3092 0 51 2 70.0 105.0 157.00 88.00 59.00 94.0
## 3093 0 64 2 86.0 129.0 211.00 97.00 44.00 78.0
## 3094 1 31 2 113.0 123.0 187.00 102.00 37.00 92.5
## 3095 1 42 1 105.0 160.0 182.00 116.00 38.00 84.0
## 3096 0 26 2 73.0 108.0 149.00 78.00 60.00 77.0
## 3097 0 32 2 76.0 86.0 171.00 112.00 46.00 81.0
## 3098 0 49 1 81.0 107.0 200.00 126.00 67.00 79.0
## 3099 0 45 2 72.0 104.0 177.00 112.00 51.00 84.0
## 3100 0 64 1 84.0 106.0 195.00 124.00 54.00 75.0
## 3101 0 41 1 68.0 124.0 219.00 142.00 69.00 90.0
## 3102 0 41 1 91.0 106.0 159.00 113.00 38.00 95.0
## 3103 0 62 2 80.0 101.0 311.00 217.00 57.00 82.2
## 3104 0 26 2 75.0 105.0 169.00 79.00 62.00 82.0
## 3105 0 47 2 78.0 100.0 185.00 106.00 52.00 80.0
## 3106 0 45 1 85.0 92.0 326.00 199.00 59.00 67.0
## 3107 1 40 2 96.0 142.0 261.00 158.00 72.00 67.0
## 3108 0 41 1 70.0 44.0 164.00 92.00 57.00 75.0
## 3109 0 47 2 103.0 145.0 284.00 162.00 42.00 88.0
## 3110 0 56 1 84.0 88.0 200.00 138.00 58.00 80.5
## 3111 0 50 2 96.0 113.0 188.00 133.00 57.00 78.5
## 3112 0 45 1 78.0 94.0 156.00 104.00 50.00 73.0
## 3113 0 26 1 87.0 88.0 176.00 113.00 45.00 87.0
## 3114 0 40 1 86.0 136.0 213.00 107.00 56.00 76.0
## 3115 0 47 1 76.0 92.0 175.00 107.00 39.00 68.3
## 3116 1 40 2 227.0 532.0 177.00 131.00 31.00 102.6
## 3117 0 52 2 86.0 101.0 231.00 138.00 61.00 87.0
## 3118 1 41 1 99.0 147.0 220.00 133.00 65.00 85.5
## 3119 1 46 1 96.0 147.0 359.00 248.00 58.00 87.0
## 3120 0 37 2 71.0 138.0 112.00 45.00 53.00 61.0
## 3121 0 35 2 82.0 82.0 184.00 107.00 46.00 71.0
## 3122 0 35 2 79.0 125.0 217.00 154.00 51.00 79.2
## 3123 1 48 2 102.0 155.0 208.00 123.00 43.00 68.0
## 3124 0 47 2 100.0 132.0 221.00 128.00 58.00 85.0
## 3125 0 33 2 106.0 192.0 201.00 115.00 64.00 82.0
## 3126 1 48 2 91.0 114.0 214.00 116.00 55.00 86.0
## 3127 0 58 2 84.0 62.0 189.00 105.00 50.00 77.5
## 3128 0 58 1 99.0 117.0 218.00 113.00 79.00 85.0
## 3129 0 35 2 79.0 125.0 163.00 88.00 55.00 64.0
## 3130 0 29 2 94.0 126.0 165.00 87.00 67.00 66.0
## 3131 0 48 2 67.0 106.0 181.00 118.00 46.00 85.0
## 3132 0 42 1 68.0 86.0 149.00 76.00 66.00 70.5
## 3133 0 51 2 74.0 123.0 206.00 133.00 51.00 79.0
## 3134 0 49 1 76.0 155.0 199.00 51.00 33.00 84.0
## 3135 0 55 1 86.0 94.0 188.00 125.00 72.00 84.0
## 3136 0 52 2 89.0 90.0 148.00 72.00 54.00 68.0
## 3137 0 38 2 77.0 87.0 175.00 106.00 61.00 74.0
## 3138 0 40 2 85.0 109.0 138.00 56.00 60.00 83.0
## 3139 0 53 1 79.0 97.0 176.00 113.00 55.00 76.3
## 3140 0 42 1 161.0 133.0 159.00 83.00 67.00 75.0
## 3141 0 46 2 76.0 88.0 160.00 83.00 58.00 79.0
## 3142 0 48 1 83.0 102.0 228.00 146.00 58.00 90.0
## 3143 0 40 2 85.0 134.0 169.00 92.00 51.00 69.0
## 3144 0 55 2 74.0 73.0 194.00 105.00 49.00 71.5
## 3145 1 26 2 85.0 115.0 200.00 125.00 58.00 92.0
## 3146 0 39 1 78.0 127.0 186.00 90.00 66.00 80.0
## 3147 0 41 2 79.0 124.0 211.00 139.00 75.00 99.0
## 3148 0 27 2 81.0 75.0 194.00 118.00 58.00 71.0
## 3149 0 46 1 72.0 91.0 136.00 61.00 79.00 67.0
## 3150 0 37 2 70.0 99.0 174.00 111.00 62.00 77.0
## 3151 0 26 2 89.0 84.0 202.00 128.00 49.00 67.0
## 3152 0 26 1 86.0 92.0 186.00 135.00 48.00 80.0
## 3153 0 43 2 67.0 109.0 150.00 79.00 53.00 64.0
## 3154 0 49 1 92.0 126.0 184.00 122.00 48.00 64.0
## 3155 0 46 2 74.0 113.0 166.00 70.00 67.00 69.0
## 3156 0 28 2 77.0 34.0 155.00 106.00 40.00 69.0
## 3157 0 45 2 76.0 78.0 190.00 108.00 58.00 78.0
## 3158 0 25 1 71.0 104.0 161.00 90.00 55.00 80.0
## 3159 1 33 1 116.0 114.0 241.00 190.00 36.00 91.0
## 3160 0 37 2 84.0 131.0 188.00 134.00 47.00 78.0
## 3161 0 55 1 83.0 92.0 180.00 103.00 51.00 83.0
## 3162 0 49 2 77.0 158.0 166.00 95.00 63.00 83.0
## 3163 1 55 1 93.0 115.0 255.00 163.00 45.00 107.0
## 3164 1 46 2 102.0 131.0 237.00 160.00 40.00 104.0
## 3165 0 32 2 151.0 199.0 177.00 101.00 31.00 98.0
## 3166 0 48 2 90.0 159.0 222.00 136.00 47.00 107.0
## 3167 0 51 2 71.0 128.0 156.00 52.00 60.00 94.0
## 3168 0 48 2 78.0 100.0 174.00 97.00 64.00 83.0
## 3169 0 59 1 243.0 529.0 314.00 101.00 72.00 78.0
## 3170 0 53 2 80.0 153.0 251.00 161.00 58.00 89.0
## 3171 0 47 2 82.0 107.0 179.00 92.00 54.00 90.0
## 3172 1 54 2 121.0 154.0 259.00 166.00 44.00 101.0
## 3173 0 56 1 91.0 78.0 188.00 101.00 68.00 73.0
## 3174 0 25 2 88.0 93.0 188.00 137.00 43.00 80.0
## 3175 0 40 1 96.0 98.0 184.00 126.00 58.00 72.0
## 3176 0 32 2 67.0 75.0 132.00 79.00 47.00 89.0
## 3177 0 60 1 84.0 100.0 135.00 88.00 48.00 72.0
## 3178 0 55 2 80.0 153.0 225.00 124.00 50.00 96.2
## 3179 0 37 2 193.0 307.0 208.00 60.00 36.00 95.0
## 3180 0 30 1 81.0 128.0 196.00 131.00 54.00 84.0
## 3181 0 54 2 80.0 64.0 153.00 91.00 52.00 64.0
## 3182 0 41 2 83.0 109.0 173.00 86.00 77.00 60.0
## 3183 1 51 1 91.0 142.0 239.00 161.00 65.00 89.0
## 3184 0 38 2 79.0 107.0 236.00 169.00 55.00 83.0
## 3185 0 57 2 87.0 85.0 151.00 79.00 59.00 86.0
## 3186 0 56 1 88.0 143.0 175.00 115.00 50.00 78.0
## 3187 1 37 1 99.0 159.0 265.00 195.00 41.00 91.0
## 3188 0 36 2 90.0 76.0 180.00 115.00 55.00 67.0
## 3189 0 46 2 93.0 80.0 192.00 93.00 52.00 89.0
## 3190 0 49 2 81.0 119.0 181.00 113.00 56.00 80.0
## 3191 0 29 2 67.0 74.0 218.00 125.00 67.00 75.0
## 3192 0 41 2 71.0 116.0 139.00 68.00 57.00 80.0
## 3193 0 41 1 69.0 101.0 162.00 79.00 77.00 67.0
## 3194 0 50 2 73.0 125.0 131.00 71.00 48.00 97.0
## 3195 0 54 1 90.0 107.0 203.00 113.00 47.00 78.0
## 3196 0 44 2 86.0 97.0 264.00 166.00 69.00 80.0
## 3197 0 47 2 91.0 90.0 147.00 75.00 36.00 61.0
## 3198 0 56 2 79.0 81.0 157.00 101.00 46.00 86.0
## 3199 0 45 2 83.0 119.0 150.00 77.00 65.00 67.0
## 3200 1 48 2 130.0 158.0 216.00 85.00 56.00 71.0
## 3201 0 59 1 76.0 119.0 264.00 195.00 69.00 90.0
## 3202 0 58 2 108.0 205.0 230.00 140.00 40.00 91.5
## 3203 1 31 2 102.0 230.0 266.00 185.00 57.00 88.0
## 3204 0 63 1 152.0 252.0 149.00 101.00 31.00 93.0
## 3205 0 55 1 76.0 77.0 204.00 145.00 38.00 82.0
## 3206 0 46 2 77.0 126.0 221.00 153.00 51.00 84.0
## 3207 0 35 1 83.0 105.0 159.00 105.00 42.00 85.0
## 3208 0 29 2 76.0 141.0 212.00 107.00 64.00 90.2
## 3209 0 49 2 128.0 261.0 202.00 145.00 51.00 84.8
## 3210 0 39 1 72.0 82.0 166.00 80.00 60.00 70.0
## 3211 0 40 2 75.0 84.0 174.00 101.00 69.00 76.0
## 3212 0 37 1 76.0 95.0 202.00 116.00 56.00 104.0
## 3213 0 36 2 81.0 101.0 229.00 148.00 61.00 89.0
## 3214 0 53 2 88.0 108.0 161.00 109.00 44.00 66.0
## 3215 1 54 2 112.0 134.0 210.00 124.00 53.00 89.0
## 3216 0 45 1 72.0 93.0 160.00 95.00 50.00 86.0
## 3217 0 40 1 90.0 105.0 198.00 103.00 71.00 84.0
## 3218 0 32 2 73.0 105.0 183.00 106.00 56.00 73.0
## 3219 0 38 1 73.0 103.0 173.00 101.00 63.00 67.0
## 3220 0 39 2 75.0 102.0 276.00 98.00 41.00 96.0
## 3221 0 58 2 82.0 79.0 131.00 77.00 43.00 72.0
## 3222 0 64 1 93.0 202.0 200.00 139.00 63.00 84.0
## 3223 0 51 2 78.0 147.0 240.00 168.00 65.00 92.0
## 3224 0 58 2 77.0 93.0 154.00 91.00 76.00 62.0
## 3225 0 52 2 100.0 151.0 166.00 91.00 36.00 83.0
## 3226 0 38 2 77.0 100.0 202.00 133.00 37.00 98.0
## 3227 0 37 1 73.0 126.0 188.00 109.00 54.00 63.0
## 3228 0 49 1 77.0 82.0 171.00 106.00 45.00 70.0
## 3229 0 49 1 84.0 99.0 214.00 126.00 46.00 63.0
## 3230 0 59 2 100.0 111.0 209.00 126.00 63.00 80.0
## 3231 0 50 2 77.0 139.0 200.00 112.00 60.00 84.0
## 3232 0 56 2 83.0 126.0 162.00 93.00 60.00 65.0
## 3233 0 60 2 76.0 109.0 110.00 59.00 36.00 73.0
## 3234 0 48 1 87.0 121.0 213.00 115.00 98.00 86.0
## 3235 0 45 1 85.0 96.0 203.00 132.00 66.00 85.0
## 3236 1 30 2 105.0 140.0 381.00 223.00 42.00 97.0
## 3237 1 57 1 91.0 105.0 261.00 136.00 42.00 92.3
## 3238 0 52 1 73.0 64.0 183.00 100.00 55.00 84.0
## 3239 0 35 1 73.0 115.0 171.00 101.00 44.00 91.2
## 3240 0 41 2 81.0 97.0 109.00 56.00 53.00 69.0
## 3241 0 46 2 88.0 135.0 201.00 139.00 60.00 68.0
## 3242 0 29 2 84.0 124.0 160.00 60.00 46.00 62.2
## 3243 1 36 2 91.0 133.0 232.00 167.00 37.00 85.0
## 3244 0 37 2 73.0 77.0 142.00 98.00 49.00 92.0
## 3245 0 32 2 79.0 131.0 193.00 127.00 46.00 82.0
## 3246 0 49 2 86.0 120.0 190.00 89.00 60.00 84.5
## 3247 0 59 2 69.0 122.0 165.00 106.00 49.00 83.0
## 3248 0 54 1 73.0 109.0 220.00 151.00 53.00 98.2
## 3249 0 38 2 89.0 105.0 227.00 86.00 44.00 80.0
## 3250 0 32 2 77.0 84.0 234.00 145.00 86.00 65.0
## 3251 0 53 1 97.0 166.0 137.00 48.00 80.00 85.0
## 3252 1 37 2 84.0 130.0 196.00 126.00 44.00 90.3
## 3253 0 34 2 86.0 116.0 155.00 80.00 69.00 61.0
## 3254 0 30 1 76.0 102.0 252.00 142.00 56.00 88.0
## 3255 0 30 2 82.0 118.0 157.00 93.00 53.00 65.0
## 3256 0 53 1 83.0 86.0 157.00 79.00 64.00 69.8
## 3257 0 53 2 83.0 109.0 132.00 86.00 39.00 69.0
## 3258 0 48 2 104.0 234.0 145.00 96.00 28.00 92.0
## 3259 1 51 2 145.0 157.0 245.00 129.00 44.00 97.0
## 3260 0 32 2 77.0 58.0 208.00 145.00 47.00 85.0
## 3261 1 53 2 115.0 201.0 255.00 131.00 49.00 74.0
## 3262 0 30 2 83.0 105.0 182.00 97.00 55.00 83.0
## 3263 0 50 2 77.0 76.0 155.00 63.00 81.00 67.0
## 3264 0 30 2 73.0 164.0 237.00 169.00 46.00 90.0
## 3265 0 37 2 82.0 158.0 182.00 127.00 48.00 90.0
## 3266 0 60 1 81.0 107.0 171.00 106.00 60.00 77.5
## 3267 0 56 2 84.0 127.0 171.00 93.00 60.00 74.0
## 3268 0 45 1 81.0 145.0 222.00 141.00 49.00 85.5
## 3269 0 33 2 104.0 133.0 176.00 100.00 57.00 82.0
## 3270 0 62 1 82.0 100.0 212.00 153.00 47.00 84.0
## 3271 0 55 2 71.0 109.0 212.00 145.00 74.00 66.0
## 3272 0 61 2 83.0 119.0 152.00 92.00 61.00 80.0
## 3273 1 50 1 139.0 182.0 267.00 152.00 51.00 98.0
## 3274 0 48 2 105.0 206.0 239.00 134.00 65.00 92.0
## 3275 0 47 2 86.0 122.0 233.00 139.00 57.00 89.0
## 3276 0 34 2 77.0 109.0 199.00 101.00 85.00 70.0
## 3277 0 36 2 71.0 101.0 151.00 85.00 59.00 81.0
## 3278 0 28 1 82.0 101.0 163.00 99.00 54.00 79.0
## 3279 0 27 2 83.0 103.0 236.00 125.00 74.00 75.0
## 3280 0 41 1 81.0 77.0 126.00 68.00 55.00 63.0
## 3281 0 61 1 80.0 118.0 145.00 83.00 53.00 66.0
## 3282 0 58 2 75.0 105.0 151.00 80.00 49.00 67.0
## 3283 0 36 2 86.0 102.0 162.00 110.00 51.00 87.0
## 3284 0 61 2 80.0 77.0 211.00 133.00 52.00 73.0
## 3285 0 40 2 78.0 92.0 203.00 125.00 76.00 80.0
## 3286 0 58 1 117.0 178.0 225.00 137.00 52.00 73.0
## 3287 0 56 2 80.0 108.0 166.00 102.00 70.00 83.0
## 3288 0 51 1 90.0 101.0 190.00 131.00 44.00 79.0
## 3289 0 44 2 155.0 154.0 206.00 133.00 53.00 80.0
## 3290 0 61 2 81.0 86.0 199.00 121.00 77.00 73.5
## 3291 1 42 2 114.0 113.0 214.00 138.00 50.00 84.0
## 3292 0 44 2 85.0 119.0 219.00 136.00 63.00 83.5
## 3293 0 36 2 86.0 130.0 226.00 148.00 61.00 93.0
## 3294 0 35 2 65.0 138.0 178.00 94.00 67.00 85.0
## 3295 0 45 2 57.0 101.0 179.00 116.00 52.00 77.0
## 3296 0 45 2 73.0 128.0 184.00 101.00 75.00 90.0
## 3297 0 48 2 75.0 165.0 221.00 155.00 54.00 96.0
## 3298 1 35 2 121.0 182.0 255.00 162.00 62.00 84.0
## 3299 0 44 2 69.0 119.0 214.00 108.00 77.00 78.0
## 3300 0 49 2 67.0 112.0 189.00 118.00 55.00 75.0
## 3301 0 40 1 72.0 92.0 186.00 132.00 48.00 65.0
## 3302 0 38 2 78.0 81.0 164.00 81.00 67.00 79.0
## 3303 0 58 1 77.0 80.0 171.00 108.00 42.00 70.0
## 3304 0 55 2 68.0 99.0 174.00 117.00 62.00 77.0
## 3305 1 56 1 138.0 179.0 254.00 162.00 41.00 95.0
## 3306 0 51 2 164.0 280.0 179.00 104.00 43.00 83.0
## 3307 0 52 2 86.0 80.0 149.00 93.00 52.00 75.0
## 3308 1 45 1 87.0 142.0 242.00 171.00 57.00 94.0
## 3309 1 37 2 319.0 391.0 319.00 241.00 41.00 107.0
## 3310 0 29 1 90.0 103.0 217.00 86.00 37.00 83.0
## 3311 0 28 2 77.0 76.0 161.00 107.00 52.00 71.0
## 3312 0 60 2 65.0 75.0 123.00 61.00 49.00 65.0
## 3313 0 42 1 67.0 107.0 208.00 130.00 58.00 79.0
## 3314 0 36 2 80.0 94.0 165.00 90.00 63.00 80.0
## 3315 0 55 2 74.0 87.0 188.00 121.00 46.00 69.0
## 3316 0 38 2 79.0 128.0 178.00 99.00 62.00 82.0
## 3317 0 32 2 89.0 130.0 165.00 107.00 49.00 67.0
## 3318 0 42 2 97.0 136.0 227.00 147.00 77.00 73.0
## 3319 0 36 1 80.0 85.0 175.00 102.00 71.00 71.0
## 3320 0 41 2 69.0 130.0 180.00 104.00 39.00 96.0
## 3321 0 52 1 79.0 106.0 158.00 93.00 64.00 62.0
## 3322 0 50 2 144.0 212.0 165.00 83.00 44.00 78.0
## 3323 1 51 2 128.0 291.0 312.00 243.00 60.00 90.5
## 3324 1 44 1 122.0 197.0 216.00 141.00 46.00 86.7
## 3325 0 51 1 100.0 125.0 173.00 103.00 65.00 71.0
## 3326 0 47 2 74.0 79.0 166.00 123.00 39.00 69.0
## 3327 0 26 1 86.0 84.0 178.00 136.00 45.00 74.0
## 3328 0 27 2 75.0 96.0 172.00 119.00 53.00 80.5
## 3329 0 42 1 81.0 91.0 175.00 119.00 44.00 79.0
## 3330 0 41 1 126.0 210.0 281.00 135.00 46.00 95.0
## 3331 1 39 2 90.0 148.0 252.00 181.00 46.00 94.0
## 3332 0 37 2 80.0 85.0 181.00 105.00 66.00 82.0
## 3333 0 38 2 81.0 145.0 217.00 140.00 70.00 77.0
## 3334 0 56 1 83.0 117.0 167.00 101.00 58.00 87.0
## 3335 0 43 1 164.0 252.0 181.00 101.00 53.00 76.0
## 3336 0 45 2 85.0 101.0 214.00 137.00 63.00 66.4
## 3337 0 41 1 86.0 72.0 142.00 93.00 52.00 62.0
## 3338 1 45 1 119.0 207.0 286.00 237.00 52.00 74.0
## 3339 1 40 2 103.0 124.0 162.00 125.00 32.00 75.0
## 3340 0 43 1 83.0 61.0 212.00 129.00 59.00 60.0
## 3341 0 52 2 87.0 111.0 115.00 56.00 40.00 74.0
## 3342 1 42 2 100.0 139.0 296.00 117.00 42.00 95.0
## 3343 0 54 1 82.0 152.0 281.00 195.00 49.00 82.5
## 3344 0 44 2 82.0 133.0 251.00 192.00 53.00 78.0
## 3345 0 59 1 72.0 94.0 177.00 59.00 39.00 94.0
## 3346 0 53 2 83.0 159.0 214.00 121.00 61.00 80.0
## 3347 0 40 2 94.0 175.0 227.00 140.00 64.00 73.5
## 3348 0 33 2 103.0 107.0 199.00 119.00 40.00 82.0
## 3349 0 52 2 97.0 149.0 196.00 122.00 65.00 88.0
## 3350 0 25 2 92.0 118.0 224.00 113.00 56.00 87.0
## 3351 0 56 2 85.0 101.0 239.00 154.00 67.00 74.0
## 3352 0 48 1 84.0 140.0 189.00 100.00 55.00 91.5
## 3353 1 43 2 95.0 114.0 279.00 183.00 47.00 82.5
## 3354 0 52 1 87.0 110.0 166.00 98.00 51.00 75.0
## 3355 0 33 1 79.0 101.0 213.00 128.00 62.00 74.3
## 3356 0 32 2 83.0 158.0 181.00 146.00 49.00 83.0
## 3357 0 45 1 78.0 91.0 137.00 82.00 48.00 66.0
## 3358 0 49 1 80.0 81.0 190.00 123.00 49.00 66.5
## 3359 0 47 2 88.0 97.0 154.00 92.00 57.00 79.0
## 3360 0 37 1 82.0 100.0 178.00 119.00 53.00 83.0
## 3361 0 31 2 92.0 109.0 122.00 62.00 44.00 81.5
## 3362 0 52 2 85.0 124.0 171.00 115.00 44.00 97.0
## 3363 0 51 2 87.0 96.0 212.00 143.00 48.00 88.5
## 3364 0 43 1 82.0 142.0 202.00 139.00 66.00 90.0
## 3365 0 40 2 80.0 85.0 162.00 88.00 36.00 85.0
## 3366 0 40 2 65.0 108.0 175.00 115.00 59.00 76.0
## 3367 0 36 2 97.0 136.0 193.00 115.00 67.00 85.0
## 3368 0 50 2 70.0 138.0 287.00 212.00 55.00 95.0
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## 3456 0 39 2 68.7 135.0 179.42 108.48 57.00 88.0
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## 3459 0 56 2 70.1 104.0 227.00 151.00 50.00 105.0
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## 3461 0 39 1 86.6 82.0 173.88 99.90 42.00 82.0
## 3462 0 33 2 84.8 111.0 230.13 157.95 54.00 94.0
## 3463 0 53 1 79.4 98.1 166.00 104.00 54.85 87.0
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## 3472 0 51 1 91.0 114.0 162.00 93.00 43.00 96.0
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## 3478 0 25 2 84.3 121.0 202.50 124.90 80.00 85.0
## 3479 0 49 2 89.5 127.0 177.12 111.27 48.13 92.5
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## 3482 0 52 2 92.0 98.0 130.00 81.00 48.00 83.5
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## 3484 0 38 1 90.0 104.0 200.00 119.00 56.00 79.0
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## 3486 0 54 2 81.8 83.0 190.90 133.60 44.00 72.0
## 3487 0 55 1 86.0 96.0 167.00 104.00 51.00 78.5
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## 3489 1 43 2 120.2 158.2 273.00 183.00 35.34 82.5
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## 3491 0 33 2 82.0 72.0 181.00 109.00 68.00 88.5
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## 3493 0 49 1 82.0 94.3 123.00 66.00 54.00 76.0
## 3494 0 28 2 98.0 130.3 207.00 140.00 43.00 92.5
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## 3498 0 52 2 93.0 135.0 218.00 143.00 51.00 84.0
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## 3504 0 32 2 79.0 88.0 150.90 88.40 70.00 79.0
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## 3506 0 30 2 80.0 91.0 183.80 120.00 50.00 84.5
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## 3519 0 51 2 87.0 109.0 193.00 139.00 38.00 107.0
## 3520 0 34 2 82.0 83.0 130.00 70.00 49.00 79.0
## 3521 0 50 2 84.0 146.3 192.70 130.40 51.00 95.9
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## 3523 0 44 2 89.0 107.4 170.00 107.00 59.00 91.0
## 3524 0 51 2 86.6 111.0 182.70 112.10 72.00 82.0
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## 3534 1 35 2 98.0 130.0 244.90 172.60 42.70 85.3
## 3535 0 48 1 82.7 88.3 229.60 155.00 58.00 101.0
## 3536 0 38 2 87.0 100.9 182.00 88.00 26.00 94.0
## 3537 0 36 2 94.0 135.6 151.00 69.00 47.00 89.0
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## 3545 0 44 2 92.1 82.5 118.50 46.20 42.50 80.0
## 3546 0 44 2 85.0 115.6 199.00 128.00 53.00 85.5
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## 3548 0 31 2 83.8 86.0 165.10 99.90 64.00 97.0
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## 3558 0 46 1 101.0 137.0 174.00 101.40 63.00 84.5
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## 3566 0 40 2 93.0 101.0 190.00 132.80 50.00 90.0
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## 3569 0 29 2 88.0 92.0 149.00 91.00 51.00 94.5
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## 3573 0 41 2 71.0 112.0 137.00 71.00 53.00 78.0
## 3574 1 41 2 115.0 186.0 195.00 120.00 57.80 97.5
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## 3593 0 33 2 82.0 117.0 189.00 129.00 57.00 75.0
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## 3598 0 42 1 90.0 131.0 208.40 141.00 42.00 104.0
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## 3600 0 30 2 88.0 89.0 161.40 114.50 39.00 85.5
## 3601 0 45 2 94.0 102.2 208.00 147.00 56.00 83.0
## 3602 0 39 2 75.1 97.0 130.20 64.60 65.00 95.5
## 3603 1 36 2 94.0 161.0 179.00 111.00 44.00 98.5
## 3604 0 29 2 77.8 60.8 138.40 82.40 67.00 62.5
## 3605 0 50 2 84.0 91.0 157.00 89.00 56.00 74.5
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## 3609 0 42 2 87.0 141.0 141.00 79.00 47.00 79.0
## 3610 0 43 2 78.0 102.0 169.50 110.00 52.00 77.0
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## 3613 0 54 2 72.0 114.0 205.00 129.00 54.00 74.5
## 3614 0 40 2 81.9 99.0 157.00 72.10 43.00 82.3
## 3615 0 40 2 87.0 140.0 201.00 109.00 57.00 76.0
## 3616 0 51 1 84.0 129.5 187.00 111.00 64.00 87.3
## 3617 0 50 2 93.0 121.0 192.00 104.00 42.00 80.2
## 3618 0 55 2 74.0 92.6 163.00 110.00 55.00 96.5
## 3619 0 51 2 151.0 221.2 228.00 151.00 51.00 84.0
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## 3621 0 35 2 89.0 162.0 230.00 140.00 51.00 102.0
## 3622 0 48 2 74.6 75.0 189.60 122.80 61.00 74.0
## 3623 0 28 2 106.0 101.0 209.00 115.00 84.00 54.5
## 3624 0 53 2 230.0 307.0 95.00 45.00 52.90 113.0
## 3625 0 30 2 270.0 339.0 202.00 146.00 53.00 89.2
## 3626 0 45 1 72.4 98.0 185.00 122.00 48.00 90.6
## 3627 0 54 2 89.0 102.0 152.00 92.00 50.00 82.0
## 3628 0 34 2 74.9 94.9 184.80 125.00 82.00 73.0
## 3629 0 38 2 98.0 127.0 184.80 116.00 48.00 81.0
## 3630 0 43 1 88.0 108.2 134.00 71.00 35.00 95.2
## 3631 0 33 2 85.9 114.0 183.00 121.00 48.50 84.4
## 3632 0 45 2 85.0 47.0 135.00 80.00 41.00 72.5
## 3633 0 32 1 77.0 103.4 178.40 112.00 54.00 96.5
## 3634 0 40 2 89.3 107.0 152.00 100.20 51.20 72.2
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## 3637 0 43 2 95.0 75.2 161.50 88.70 39.00 72.5
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## 3642 0 47 2 88.0 98.0 176.00 119.00 50.00 85.4
## 3643 0 37 2 82.0 114.0 117.80 114.70 42.00 82.6
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## 3645 0 46 2 82.0 96.0 167.00 92.90 67.00 66.0
## 3646 0 40 2 92.0 112.0 188.00 120.00 56.00 76.9
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## 3648 0 25 2 84.0 96.0 148.00 94.00 36.00 74.7
## 3649 0 40 2 74.0 112.0 144.30 88.00 39.00 80.2
## 3650 0 54 2 69.5 85.2 185.00 123.00 49.00 76.0
## 3651 1 48 1 84.0 108.0 194.00 142.00 42.10 77.0
## 3652 0 39 2 93.0 101.0 175.00 124.00 40.00 90.0
## 3653 0 44 2 358.0 631.0 314.00 257.00 54.00 94.3
## 3654 1 45 2 95.0 123.0 234.00 164.00 54.40 94.4
## 3655 0 32 2 98.3 160.0 187.00 114.00 78.00 67.5
## 3656 1 60 1 354.0 406.0 253.00 169.00 44.00 95.8
## 3657 0 33 2 95.0 173.0 266.00 189.00 57.00 89.8
## 3658 1 26 2 82.0 167.0 216.00 134.00 61.00 70.1
## 3659 0 49 2 83.0 112.0 128.40 70.70 39.70 98.5
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## 3662 0 56 1 76.0 68.9 145.00 66.00 46.00 87.5
## 3663 0 56 2 90.0 110.0 213.00 123.00 71.00 81.0
## 3664 0 38 1 92.9 92.7 196.00 111.20 80.00 74.5
## 3665 0 31 2 81.0 88.3 147.00 90.00 47.00 102.5
## 3666 0 45 2 78.5 116.0 218.40 94.80 52.70 84.0
## 3667 0 35 2 88.6 108.8 151.00 89.00 50.00 87.5
## 3668 0 46 2 81.0 100.2 166.00 89.00 68.00 77.7
## 3669 0 50 2 81.0 72.0 145.00 87.00 44.00 85.0
## 3670 1 31 2 92.0 130.0 233.00 156.00 58.40 90.0
## 3671 0 42 2 90.0 148.0 166.00 112.00 56.00 85.3
## 3672 0 36 1 85.0 93.0 156.00 92.00 52.00 84.5
## 3673 0 36 2 84.4 87.3 185.00 100.40 79.00 59.2
## 3674 0 37 2 87.0 93.0 154.00 84.00 88.00 63.0
## 3675 0 25 1 87.8 91.0 176.00 106.00 68.00 73.0
## 3676 0 30 2 77.0 113.0 153.40 92.40 49.00 101.0
## 3677 0 45 2 80.0 88.0 147.00 98.00 42.00 69.8
## 3678 0 39 2 88.0 113.7 166.50 100.00 53.80 72.5
## 3679 0 34 2 91.7 96.0 153.00 86.00 65.00 87.0
## 3680 0 32 2 81.3 97.0 201.60 127.00 63.00 76.0
## 3681 0 31 2 85.0 104.0 194.00 130.00 50.00 89.3
## 3682 0 38 2 91.0 124.0 226.00 163.00 49.00 72.7
## 3683 0 32 2 98.0 154.0 173.30 105.30 46.00 89.6
## 3684 0 45 1 79.0 100.0 221.20 146.00 82.00 66.5
## 3685 0 42 2 88.0 131.0 211.80 139.00 56.00 82.2
## 3686 0 30 2 88.0 155.0 224.00 158.00 47.00 91.3
## 3687 0 32 2 79.8 83.0 173.00 101.00 64.00 71.0
## 3688 0 41 2 86.0 94.0 151.00 82.00 59.00 65.3
## 3689 0 35 2 102.0 157.7 218.00 139.00 38.00 90.0
## 3690 0 46 2 79.8 92.0 123.20 63.70 64.00 79.5
## 3691 0 44 1 75.0 103.3 157.10 95.00 54.00 78.0
## 3692 0 43 2 81.2 107.0 145.00 93.00 60.20 72.0
## 3693 0 49 2 100.0 132.0 182.00 118.00 49.00 96.0
## 3694 1 35 2 98.0 122.0 232.00 122.10 48.00 91.0
## 3695 0 33 1 82.8 112.9 175.10 102.60 56.00 102.5
## 3696 0 26 2 80.0 72.0 194.00 135.00 40.00 89.0
## 3697 0 26 1 87.0 72.0 190.00 141.00 33.00 84.0
## 3698 0 26 2 82.2 101.0 120.10 67.30 50.00 80.0
## 3699 1 50 2 109.0 108.0 168.00 100.00 24.00 100.0
## 3700 0 47 2 76.5 98.0 136.00 88.00 66.00 58.0
## 3701 0 46 2 108.0 178.0 223.00 150.00 71.00 89.0
## 3702 0 26 2 79.0 152.0 175.80 111.10 65.00 96.5
## 3703 1 26 2 84.0 94.7 178.00 110.00 51.00 73.0
## 3704 0 42 2 87.3 162.0 162.10 105.30 34.70 100.0
## 3705 1 26 2 90.0 108.2 155.00 107.00 36.00 84.2
## 3706 0 33 2 85.0 100.0 157.00 109.00 44.00 86.0
## 3707 0 46 2 72.0 82.0 150.00 95.00 62.00 75.5
## 3708 0 25 2 84.0 88.0 165.00 93.00 57.00 90.0
## 3709 0 34 2 75.8 86.9 194.00 126.20 54.50 84.0
## 3710 0 33 2 73.0 101.0 130.80 70.30 58.00 79.0
## 3711 0 32 2 81.0 91.0 145.00 81.40 66.00 85.0
## 3712 0 27 2 74.2 109.0 139.00 83.00 67.00 88.0
## 3713 0 46 1 80.0 95.4 167.00 98.00 85.00 70.1
## 3714 0 39 2 88.2 116.0 202.00 137.00 49.00 82.0
## 3715 0 32 2 76.0 103.0 147.00 68.00 33.00 94.0
## 3716 0 43 2 82.2 82.0 183.00 111.00 50.00 86.5
## 3717 0 39 2 89.0 78.0 188.00 106.00 69.00 89.6
## 3718 0 36 1 89.0 99.0 194.00 109.00 78.00 71.5
## 3719 0 33 2 84.0 109.0 189.00 115.00 53.00 87.5
## 3720 1 38 2 266.0 324.0 259.00 177.00 52.00 85.5
## 3721 0 27 2 79.1 63.2 203.90 140.30 48.40 75.2
## 3722 0 47 1 84.5 139.0 174.00 119.00 44.80 80.0
## 3723 0 46 2 94.1 103.0 176.50 109.60 34.60 96.0
## 3724 0 30 2 88.0 147.0 157.00 92.00 52.00 89.1
## 3725 0 57 2 79.8 121.1 127.00 75.00 46.00 78.5
## 3726 0 42 1 81.0 90.0 176.00 122.90 41.00 90.0
## 3727 0 35 2 88.0 128.7 159.00 97.00 53.00 79.5
## 3728 0 37 1 93.0 110.0 171.00 105.00 58.00 79.0
## 3729 0 30 2 81.6 113.0 233.80 156.30 57.00 92.0
## Merokok Lingkar_Perut Target_Hipertensi Nyeri_Dada Riwayat_Keluarga
## 1 1 80.5 0 0 0
## 2 2 90.7 1 0 0
## 3 1 89.5 1 0 0
## 4 4 70.0 0 0 0
## 5 4 62.0 0 0 0
## 6 0 85.0 0 0 0
## 7 0 84.0 0 0 0
## 8 3 70.6 1 0 0
## 9 1 80.0 1 0 0
## 10 4 70.0 0 0 0
## 11 4 42.0 0 1 1
## 12 0 80.0 1 0 0
## 13 4 78.0 1 0 0
## 14 0 73.0 0 0 0
## 15 1 73.0 0 0 0
## 16 0 70.0 0 0 0
## 17 1 67.0 0 0 0
## 18 0 75.6 1 0 0
## 19 0 91.0 0 0 0
## 20 4 70.5 1 1 1
## 21 2 80.0 0 0 0
## 22 4 50.0 0 0 0
## 23 1 65.0 1 0 0
## 24 0 79.0 0 0 0
## 25 3 45.0 0 0 0
## 26 0 0.0 0 0 0
## 27 4 79.0 1 0 0
## 28 1 80.0 1 0 0
## 29 0 76.0 0 0 0
## 30 4 82.0 1 1 1
## 31 0 102.0 1 0 0
## 32 4 69.0 0 0 0
## 33 0 70.0 0 0 0
## 34 2 80.0 1 0 0
## 35 3 60.0 0 1 1
## 36 3 70.8 0 0 0
## 37 2 82.0 1 0 0
## 38 1 80.7 1 0 0
## 39 0 90.9 0 0 0
## 40 4 50.0 1 0 0
## 41 4 73.0 0 0 0
## 42 3 90.0 1 0 0
## 43 2 90.0 1 1 1
## 44 0 79.0 1 0 0
## 45 4 73.0 0 0 0
## 46 2 80.5 1 0 0
## 47 0 85.0 1 1 1
## 48 3 65.0 0 0 0
## 49 1 40.0 1 0 0
## 50 4 80.0 0 1 1
## 51 0 85.5 0 0 0
## 52 4 73.0 0 0 0
## 53 0 90.0 1 0 0
## 54 2 85.0 0 0 0
## 55 0 98.0 1 0 0
## 56 4 69.0 1 0 0
## 57 0 100.0 1 1 1
## 58 4 73.0 1 0 0
## 59 1 70.8 1 0 0
## 60 0 80.7 0 0 0
## 61 0 59.0 1 0 0
## 62 4 60.8 0 0 0
## 63 0 80.0 1 0 0
## 64 0 60.0 1 0 0
## 65 3 75.5 0 0 0
## 66 0 63.4 0 0 0
## 67 0 110.0 1 1 1
## 68 4 69.0 0 1 1
## 69 1 75.5 0 0 0
## 70 1 89.3 1 1 1
## 71 0 60.5 1 1 1
## 72 0 65.0 0 0 0
## 73 1 82.0 0 0 0
## 74 0 80.9 1 0 0
## 75 0 51.0 1 0 0
## 76 1 74.0 1 0 0
## 77 2 67.0 0 0 0
## 78 1 60.8 1 0 0
## 79 0 97.0 0 1 1
## 80 1 59.0 0 0 0
## 81 0 76.0 1 1 1
## 82 1 61.0 1 1 1
## 83 3 62.0 0 0 0
## 84 0 71.0 1 0 0
## 85 4 60.0 0 0 0
## 86 4 72.5 0 0 0
## 87 1 75.0 0 0 0
## 88 1 88.0 1 0 0
## 89 4 60.7 0 1 1
## 90 2 83.0 1 0 0
## 91 1 90.0 1 0 0
## 92 0 85.0 1 0 0
## 93 4 70.6 0 0 0
## 94 1 94.0 0 0 0
## 95 1 82.5 0 0 0
## 96 1 103.0 1 0 0
## 97 0 71.0 0 0 0
## 98 0 93.0 1 0 0
## 99 0 67.5 0 1 1
## 100 2 89.0 1 0 0
## 101 0 67.0 0 0 0
## 102 1 101.0 1 0 0
## 103 4 63.0 0 0 0
## 104 4 79.9 0 0 0
## 105 0 83.0 0 0 0
## 106 0 80.0 1 0 0
## 107 0 76.0 1 1 1
## 108 0 70.1 1 0 0
## 109 4 70.0 0 0 0
## 110 2 88.0 0 0 0
## 111 0 75.0 0 0 0
## 112 0 78.5 1 0 0
## 113 4 74.0 0 0 0
## 114 3 90.0 0 0 0
## 115 0 73.5 0 0 0
## 116 0 83.0 1 0 0
## 117 1 65.5 0 0 0
## 118 3 104.5 1 0 0
## 119 0 90.0 0 0 0
## 120 4 78.0 1 0 0
## 121 1 78.0 0 0 0
## 122 4 68.8 0 0 0
## 123 4 70.0 1 0 0
## 124 1 59.0 0 0 0
## 125 3 68.0 0 1 1
## 126 4 64.0 0 0 0
## 127 0 69.0 0 0 0
## 128 1 69.0 1 1 1
## 129 0 101.7 1 1 1
## 130 4 98.5 0 0 0
## 131 0 85.0 0 0 0
## 132 4 89.0 0 0 0
## 133 0 70.0 0 0 0
## 134 4 60.0 0 1 1
## 135 4 86.0 1 0 0
## 136 3 69.2 0 0 0
## 137 1 67.0 1 0 0
## 138 4 60.7 0 0 0
## 139 0 84.0 0 0 0
## 140 2 73.0 1 0 0
## 141 4 91.0 1 1 1
## 142 4 82.0 0 0 0
## 143 0 72.5 0 1 1
## 144 4 78.0 0 0 0
## 145 4 68.0 0 0 0
## 146 3 90.0 1 1 1
## 147 1 74.0 1 0 0
## 148 2 81.0 1 0 0
## 149 0 72.0 1 1 1
## 150 2 90.0 1 0 0
## 151 1 77.5 0 0 0
## 152 4 101.0 0 1 1
## 153 0 80.0 1 0 0
## 154 2 107.0 1 0 0
## 155 4 75.0 0 0 0
## 156 1 76.0 0 0 0
## 157 1 86.0 1 0 0
## 158 4 100.0 1 0 0
## 159 1 95.0 1 0 0
## 160 1 78.0 0 1 1
## 161 4 67.0 1 0 0
## 162 1 70.0 0 0 0
## 163 4 64.0 0 0 0
## 164 3 0.0 0 0 0
## 165 0 67.0 0 0 0
## 166 4 69.0 0 0 0
## 167 1 82.0 0 0 0
## 168 4 0.0 0 0 0
## 169 0 0.0 0 0 0
## 170 3 96.5 1 0 0
## 171 4 80.0 0 0 0
## 172 0 85.0 0 0 0
## 173 0 65.0 0 0 0
## 174 4 60.0 0 1 1
## 175 1 72.5 1 0 0
## 176 0 68.0 0 0 0
## 177 4 69.0 0 0 0
## 178 2 91.0 1 0 0
## 179 0 100.0 0 0 0
## 180 0 80.5 1 1 1
## 181 4 68.0 1 0 0
## 182 4 84.0 1 0 0
## 183 4 77.5 1 0 0
## 184 2 65.0 1 0 0
## 185 4 84.0 0 1 1
## 186 0 64.0 0 1 1
## 187 0 95.0 1 1 1
## 188 0 79.0 1 0 0
## 189 4 73.4 0 0 0
## 190 4 60.0 0 0 0
## 191 1 90.0 1 0 0
## 192 4 69.0 0 0 0
## 193 0 82.0 1 0 0
## 194 1 75.0 0 0 0
## 195 4 83.0 0 0 0
## 196 0 91.2 1 0 0
## 197 3 74.0 0 0 0
## 198 0 94.3 0 0 0
## 199 0 83.0 1 0 0
## 200 1 76.0 1 0 0
## 201 2 60.0 0 0 0
## 202 3 85.0 1 1 1
## 203 4 69.0 0 0 0
## 204 0 82.0 0 0 0
## 205 1 88.0 1 1 1
## 206 0 89.0 0 0 0
## 207 0 94.5 0 0 0
## 208 1 83.0 0 0 0
## 209 0 78.5 1 0 0
## 210 1 75.0 0 0 0
## 211 0 80.0 0 0 0
## 212 4 86.0 1 0 0
## 213 1 0.0 1 0 0
## 214 0 74.0 1 0 0
## 215 4 99.0 1 0 0
## 216 0 0.0 1 0 0
## 217 4 82.0 0 1 1
## 218 2 90.8 0 0 0
## 219 0 105.0 1 1 1
## 220 1 72.0 1 0 0
## 221 1 67.0 1 0 0
## 222 1 82.0 1 0 0
## 223 0 73.0 1 0 0
## 224 0 72.0 1 0 0
## 225 0 53.0 0 1 1
## 226 0 88.0 1 1 1
## 227 0 73.0 1 0 0
## 228 4 79.0 0 0 0
## 229 0 71.0 0 1 1
## 230 0 85.0 1 0 0
## 231 4 81.0 0 0 0
## 232 0 71.0 1 0 0
## 233 3 69.0 0 0 0
## 234 0 84.0 0 0 0
## 235 4 68.0 0 0 0
## 236 4 80.0 0 0 0
## 237 1 75.0 0 0 0
## 238 1 66.0 0 0 0
## 239 1 79.0 0 0 0
## 240 0 99.5 1 1 1
## 241 1 82.0 1 0 0
## 242 1 85.0 1 0 0
## 243 4 82.0 0 0 0
## 244 0 78.0 1 1 1
## 245 4 68.5 0 0 0
## 246 1 61.0 0 0 0
## 247 1 76.0 1 0 0
## 248 4 62.0 1 0 0
## 249 0 68.0 0 0 0
## 250 0 75.3 1 0 0
## 251 0 79.0 1 1 1
## 252 1 84.0 1 0 0
## 253 2 75.0 0 0 0
## 254 1 90.0 0 0 0
## 255 4 100.0 0 0 0
## 256 1 81.1 1 0 0
## 257 0 65.0 0 0 0
## 258 3 66.0 0 0 0
## 259 0 98.0 0 0 0
## 260 1 73.0 0 1 1
## 261 0 53.0 1 1 1
## 262 2 90.0 1 0 0
## 263 3 74.0 1 1 1
## 264 0 88.0 0 1 1
## 265 2 120.6 1 0 0
## 266 1 86.0 1 0 0
## 267 4 79.5 0 1 1
## 268 0 70.6 0 0 0
## 269 0 91.0 1 0 0
## 270 1 82.0 1 0 0
## 271 4 79.5 0 0 0
## 272 2 68.0 0 0 0
## 273 1 69.0 0 1 1
## 274 1 93.0 1 0 0
## 275 0 89.0 0 1 1
## 276 4 128.0 1 0 0
## 277 0 78.0 0 0 0
## 278 2 65.0 0 1 1
## 279 0 104.0 1 1 1
## 280 1 86.0 1 0 0
## 281 1 72.0 1 1 1
## 282 3 70.0 0 0 0
## 283 0 91.0 1 0 0
## 284 4 79.0 0 0 0
## 285 1 85.0 1 0 0
## 286 2 69.0 1 0 0
## 287 0 65.0 0 0 0
## 288 0 117.3 0 0 0
## 289 4 80.0 1 1 1
## 290 0 67.0 0 0 0
## 291 4 66.0 0 0 0
## 292 0 100.0 0 0 0
## 293 1 86.0 0 0 0
## 294 4 82.0 0 1 1
## 295 0 101.0 1 0 0
## 296 4 70.0 0 1 1
## 297 1 80.0 1 0 0
## 298 0 72.0 1 0 0
## 299 4 72.5 0 0 0
## 300 2 90.0 1 1 1
## 301 4 80.0 0 0 0
## 302 4 89.0 1 0 0
## 303 1 85.2 1 0 0
## 304 4 79.0 1 1 1
## 305 1 83.0 0 0 0
## 306 0 79.1 1 0 0
## 307 3 83.0 0 1 1
## 308 0 64.0 1 0 0
## 309 0 80.0 1 1 1
## 310 1 98.0 1 0 0
## 311 1 79.0 1 0 0
## 312 4 80.0 0 1 1
## 313 3 80.0 0 0 0
## 314 1 87.0 0 0 0
## 315 1 82.0 1 0 0
## 316 4 78.0 0 0 0
## 317 4 60.0 0 0 0
## 318 1 82.0 0 0 0
## 319 1 75.0 0 0 0
## 320 4 79.0 0 0 0
## 321 4 83.0 0 0 0
## 322 0 68.0 0 0 0
## 323 1 82.0 1 0 0
## 324 1 90.0 0 1 1
## 325 1 90.0 0 0 0
## 326 3 99.0 1 0 0
## 327 1 70.0 0 0 0
## 328 4 90.8 1 1 1
## 329 2 96.0 1 0 0
## 330 4 97.0 0 0 0
## 331 0 70.0 0 1 1
## 332 1 87.0 1 0 0
## 333 0 78.0 0 0 0
## 334 0 78.0 1 0 0
## 335 4 89.0 0 0 0
## 336 2 60.0 0 1 1
## 337 3 99.0 0 1 1
## 338 0 89.0 0 1 1
## 339 4 74.0 0 0 0
## 340 1 61.3 0 0 0
## 341 4 78.0 1 0 0
## 342 1 83.0 0 0 0
## 343 2 106.0 1 1 1
## 344 4 64.0 0 0 0
## 345 1 78.0 1 0 0
## 346 3 76.0 0 0 0
## 347 0 70.0 0 0 0
## 348 0 66.0 1 0 0
## 349 1 98.0 1 0 0
## 350 2 70.0 1 0 0
## 351 1 71.0 1 1 1
## 352 1 55.0 0 1 1
## 353 1 78.0 1 1 1
## 354 4 75.0 0 0 0
## 355 0 80.0 1 1 1
## 356 0 78.0 0 0 0
## 357 0 62.0 0 0 0
## 358 0 63.0 0 0 0
## 359 0 70.0 0 0 0
## 360 1 74.0 0 0 0
## 361 4 64.0 0 0 0
## 362 0 80.0 1 1 1
## 363 4 80.0 0 0 0
## 364 0 81.0 1 0 0
## 365 3 83.1 1 1 1
## 366 1 70.0 0 0 0
## 367 0 70.3 0 0 0
## 368 1 80.9 0 0 0
## 369 1 73.3 0 0 0
## 370 4 84.0 0 0 0
## 371 0 68.3 0 1 1
## 372 0 74.0 0 0 0
## 373 4 60.6 0 0 0
## 374 4 72.0 0 0 0
## 375 3 103.0 1 0 0
## 376 1 91.5 1 0 0
## 377 0 79.5 1 0 0
## 378 3 61.0 0 0 0
## 379 1 86.8 1 1 1
## 380 3 79.8 1 1 1
## 381 3 68.5 0 0 0
## 382 1 86.3 1 0 0
## 383 0 81.5 1 0 0
## 384 0 96.0 1 0 0
## 385 4 63.0 0 0 0
## 386 1 64.0 1 1 1
## 387 4 63.0 1 0 0
## 388 0 73.0 1 1 1
## 389 0 69.0 0 0 0
## 390 0 79.4 1 0 0
## 391 1 90.1 1 0 0
## 392 0 76.1 1 0 0
## 393 1 77.3 1 0 0
## 394 1 70.0 1 0 0
## 395 4 59.6 0 0 0
## 396 2 87.0 1 1 1
## 397 3 96.4 0 0 0
## 398 0 94.8 1 0 0
## 399 4 67.0 0 0 0
## 400 1 99.0 1 0 0
## 401 0 79.0 0 0 0
## 402 3 85.0 0 0 0
## 403 1 67.0 0 0 0
## 404 0 91.0 1 0 0
## 405 1 80.0 0 1 1
## 406 0 53.2 1 0 0
## 407 1 87.0 0 0 0
## 408 0 75.3 0 0 0
## 409 0 75.1 1 0 0
## 410 4 62.0 1 1 1
## 411 1 68.5 0 0 0
## 412 0 100.0 0 0 0
## 413 0 66.0 0 0 0
## 414 4 0.0 0 0 0
## 415 0 76.6 0 0 0
## 416 1 80.0 1 0 0
## 417 4 76.0 1 0 0
## 418 3 64.3 0 1 1
## 419 4 75.5 0 1 1
## 420 4 74.6 0 0 0
## 421 3 75.7 1 0 0
## 422 3 94.5 0 0 0
## 423 0 58.8 0 0 0
## 424 2 77.5 0 0 0
## 425 1 66.4 0 0 0
## 426 1 52.1 0 0 0
## 427 3 60.0 0 0 0
## 428 0 53.0 0 0 0
## 429 3 61.5 0 0 0
## 430 0 77.6 1 0 0
## 431 4 90.1 0 0 0
## 432 4 66.4 0 0 0
## 433 0 96.3 1 1 1
## 434 0 73.0 1 0 0
## 435 1 64.6 1 0 0
## 436 0 80.4 1 0 0
## 437 0 76.3 0 0 0
## 438 0 80.7 0 0 0
## 439 0 83.5 0 0 0
## 440 1 90.8 1 0 0
## 441 0 60.4 1 0 0
## 442 0 75.9 0 0 0
## 443 4 62.0 0 0 0
## 444 4 100.5 0 0 0
## 445 4 49.3 0 0 0
## 446 0 72.4 1 0 0
## 447 4 69.0 0 0 0
## 448 0 81.0 1 0 0
## 449 4 74.0 0 0 0
## 450 2 68.3 0 0 0
## 451 0 81.0 0 0 0
## 452 1 63.0 0 1 1
## 453 4 89.5 1 0 0
## 454 0 75.2 1 0 0
## 455 1 68.4 0 0 0
## 456 4 75.0 0 0 0
## 457 2 84.5 1 0 0
## 458 1 78.0 0 0 0
## 459 4 116.0 1 1 1
## 460 0 76.0 1 0 0
## 461 0 76.0 1 0 0
## 462 3 59.3 0 0 0
## 463 0 88.3 0 1 1
## 464 0 76.6 0 0 0
## 465 4 73.0 1 0 0
## 466 0 66.0 0 0 0
## 467 2 57.0 1 1 1
## 468 4 100.0 1 0 0
## 469 0 101.0 1 0 0
## 470 2 87.0 1 0 0
## 471 2 69.0 0 0 0
## 472 3 78.0 0 0 0
## 473 1 79.0 1 0 0
## 474 4 72.0 0 0 0
## 475 4 85.0 0 0 0
## 476 0 66.0 0 0 0
## 477 1 68.8 0 1 1
## 478 4 0.0 0 1 1
## 479 0 89.0 1 0 0
## 480 1 78.0 1 1 1
## 481 4 84.0 1 0 0
## 482 0 69.5 0 0 0
## 483 1 82.9 1 0 0
## 484 4 74.0 0 1 1
## 485 1 63.7 1 0 0
## 486 0 83.0 0 1 1
## 487 0 96.0 0 0 0
## 488 0 85.0 1 0 0
## 489 0 0.0 1 0 0
## 490 1 74.0 1 0 0
## 491 4 64.0 0 0 0
## 492 0 86.5 1 0 0
## 493 1 82.0 1 1 1
## 494 0 83.4 1 1 1
## 495 0 74.0 1 0 0
## 496 2 78.0 1 0 0
## 497 0 80.0 1 0 0
## 498 1 74.0 0 0 0
## 499 0 98.5 0 0 0
## 500 4 79.0 0 0 0
## 501 1 79.0 1 0 0
## 502 4 86.0 0 1 1
## 503 1 0.0 0 1 1
## 504 0 0.0 0 1 1
## 505 4 85.7 0 0 0
## 506 0 87.0 0 0 0
## 507 0 82.0 1 0 0
## 508 0 83.5 1 0 0
## 509 1 76.0 1 0 0
## 510 0 75.7 0 0 0
## 511 1 76.0 0 1 1
## 512 0 76.0 0 0 0
## 513 0 95.0 1 0 0
## 514 0 67.8 0 0 0
## 515 0 70.0 1 0 0
## 516 1 95.0 1 0 0
## 517 0 94.0 1 1 1
## 518 0 60.1 0 0 0
## 519 1 73.0 1 0 0
## 520 1 79.0 0 0 0
## 521 0 60.3 0 0 0
## 522 0 90.3 1 0 0
## 523 3 65.5 0 0 0
## 524 4 64.0 0 0 0
## 525 4 64.0 0 0 0
## 526 3 69.0 0 0 0
## 527 1 60.0 0 0 0
## 528 4 60.6 0 0 0
## 529 4 94.0 1 1 1
## 530 0 78.0 0 1 1
## 531 0 80.0 0 0 0
## 532 3 96.9 1 1 1
## 533 1 82.0 1 0 0
## 534 1 66.3 0 0 0
## 535 1 82.5 1 0 0
## 536 0 81.0 0 0 0
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## 538 4 75.0 0 0 0
## 539 2 79.0 0 0 0
## 540 0 68.0 0 0 0
## 541 2 0.0 0 0 0
## 542 1 70.3 0 0 0
## 543 0 82.4 1 0 0
## 544 1 92.0 1 0 0
## 545 4 60.0 0 0 0
## 546 0 65.0 1 0 0
## 547 1 73.0 1 0 0
## 548 1 78.0 1 0 0
## 549 0 0.0 0 1 1
## 550 0 74.0 0 0 0
## 551 1 66.0 0 0 0
## 552 1 69.0 1 0 0
## 553 0 83.0 0 1 1
## 554 1 90.0 1 0 0
## 555 1 89.0 1 0 0
## 556 4 79.0 0 0 0
## 557 0 66.6 1 1 1
## 558 0 72.0 0 0 0
## 559 0 71.0 1 0 0
## 560 1 82.0 1 0 0
## 561 0 98.0 0 0 0
## 562 4 66.0 1 0 0
## 563 0 84.5 1 1 1
## 564 4 91.0 0 1 1
## 565 1 69.5 0 0 0
## 566 0 70.8 0 1 1
## 567 3 75.5 0 1 1
## 568 1 75.0 0 1 1
## 569 4 75.0 0 0 0
## 570 0 72.5 0 0 0
## 571 0 70.0 0 0 0
## 572 4 78.0 0 0 0
## 573 0 80.0 0 0 0
## 574 0 64.3 1 0 0
## 575 1 67.0 1 0 0
## 576 1 95.0 1 0 0
## 577 0 93.0 1 1 1
## 578 1 62.3 0 1 1
## 579 0 78.0 1 0 0
## 580 4 86.0 1 1 1
## 581 1 80.0 1 0 0
## 582 0 72.3 0 0 0
## 583 4 74.0 1 0 0
## 584 3 68.0 0 0 0
## 585 4 70.8 1 0 0
## 586 1 96.0 0 1 1
## 587 0 67.0 0 0 0
## 588 4 76.0 1 0 0
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## 590 3 66.0 0 0 0
## 591 0 74.3 1 0 0
## 592 2 70.0 0 1 1
## 593 0 100.0 1 1 1
## 594 3 0.0 0 0 0
## 595 4 80.9 0 0 0
## 596 4 70.0 0 1 1
## 597 0 65.0 0 0 0
## 598 4 80.0 0 1 1
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## 603 4 66.0 0 0 0
## 604 0 67.0 1 1 1
## 605 0 75.0 0 0 0
## 606 0 74.0 1 0 0
## 607 0 68.5 1 0 0
## 608 1 66.5 1 1 1
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## 610 4 67.5 0 0 0
## 611 4 80.0 1 0 0
## 612 1 60.0 0 0 0
## 613 1 68.8 1 0 0
## 614 0 60.0 1 1 1
## 615 3 63.0 0 0 0
## 616 0 70.0 1 0 0
## 617 0 73.5 0 0 0
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## 3358 4 64.0 0 0 0
## 3359 2 75.0 1 0 0
## 3360 0 73.0 0 0 0
## 3361 1 75.0 1 0 0
## 3362 1 90.0 1 0 0
## 3363 0 73.0 1 0 0
## 3364 1 89.0 1 0 0
## 3365 4 78.0 0 0 0
## 3366 0 70.0 0 0 0
## 3367 1 76.0 1 0 0
## 3368 0 63.0 1 0 0
## 3369 1 79.0 1 0 0
## 3370 1 59.0 1 0 0
## 3371 4 90.0 1 0 0
## 3372 0 84.0 1 0 0
## 3373 1 87.0 0 0 0
## 3374 3 0.0 0 0 0
## 3375 4 67.0 0 0 0
## 3376 1 85.0 1 0 0
## 3377 0 0.0 0 0 0
## 3378 4 65.0 0 0 0
## 3379 1 72.0 1 0 0
## 3380 0 81.0 1 0 0
## 3381 1 67.0 0 0 0
## 3382 3 0.0 0 0 0
## 3383 1 0.0 0 0 0
## 3384 0 87.0 1 0 0
## 3385 3 100.0 1 0 0
## 3386 0 56.0 0 0 0
## 3387 1 73.5 1 0 0
## 3388 2 83.0 0 0 0
## 3389 1 74.0 1 0 0
## 3390 1 63.0 0 0 0
## 3391 4 56.0 1 0 0
## 3392 0 62.0 1 0 0
## 3393 0 0.0 0 1 1
## 3394 0 82.0 0 0 0
## 3395 0 76.0 1 0 0
## 3396 1 65.0 0 0 0
## 3397 1 76.0 0 0 0
## 3398 1 81.0 1 0 0
## 3399 0 75.0 1 0 0
## 3400 1 58.0 1 0 0
## 3401 4 90.0 1 0 0
## 3402 0 72.0 0 0 0
## 3403 0 83.0 1 0 0
## 3404 2 84.5 1 0 0
## 3405 0 80.8 0 0 0
## 3406 1 74.0 0 0 0
## 3407 1 72.0 0 0 0
## 3408 0 67.0 0 0 0
## 3409 2 67.0 0 0 0
## 3410 0 70.0 1 0 0
## 3411 0 71.0 0 0 0
## 3412 1 67.0 0 0 0
## 3413 1 58.0 0 0 0
## 3414 0 59.0 0 0 0
## 3415 1 93.0 1 0 0
## 3416 3 105.0 1 0 0
## 3417 2 91.0 1 0 0
## 3418 4 78.0 0 0 0
## 3419 0 62.0 0 0 0
## 3420 2 78.0 1 0 0
## 3421 1 78.0 1 0 0
## 3422 0 60.0 1 0 0
## 3423 2 76.5 1 0 0
## 3424 0 76.0 1 0 0
## 3425 4 66.0 0 0 0
## 3426 2 62.0 1 0 0
## 3427 4 62.0 1 0 0
## 3428 1 63.0 0 1 1
## 3429 1 68.0 0 1 1
## 3430 0 123.5 1 0 0
## 3431 1 67.0 1 0 0
## 3432 1 83.0 0 0 0
## 3433 4 63.0 0 0 0
## 3434 0 80.0 0 0 0
## 3435 1 65.0 1 0 0
## 3436 1 73.0 0 0 0
## 3437 0 0.0 0 0 0
## 3438 0 62.0 0 0 0
## 3439 0 82.0 0 0 0
## 3440 4 75.0 0 0 0
## 3441 1 80.0 1 0 0
## 3442 1 72.0 1 0 0
## 3443 1 92.0 1 0 0
## 3444 1 85.0 1 0 0
## 3445 1 64.0 0 1 1
## 3446 1 79.5 0 0 0
## 3447 0 78.0 0 0 0
## 3448 4 0.0 0 0 0
## 3449 1 83.0 1 0 0
## 3450 2 78.0 0 0 0
## 3451 0 90.0 1 0 0
## 3452 0 73.0 0 0 0
## 3453 0 95.2 0 0 0
## 3454 0 86.8 1 0 0
## 3455 0 84.2 0 0 0
## 3456 1 87.8 0 0 0
## 3457 0 69.3 1 0 0
## 3458 0 58.5 0 0 0
## 3459 4 110.5 0 0 0
## 3460 0 94.5 1 0 0
## 3461 1 81.0 1 0 0
## 3462 0 92.5 1 1 1
## 3463 0 86.0 0 0 0
## 3464 4 71.0 0 0 0
## 3465 4 0.0 0 0 0
## 3466 0 70.0 0 0 0
## 3467 4 70.0 0 0 0
## 3468 3 56.0 1 0 0
## 3469 0 105.5 0 0 0
## 3470 4 87.0 1 0 0
## 3471 4 88.0 0 0 0
## 3472 0 94.2 0 0 0
## 3473 0 80.0 1 0 0
## 3474 1 65.5 0 0 0
## 3475 0 65.5 0 0 0
## 3476 0 84.3 0 0 0
## 3477 0 80.0 0 0 0
## 3478 1 79.0 0 0 0
## 3479 1 86.5 1 0 0
## 3480 0 74.0 0 0 0
## 3481 1 103.0 0 0 0
## 3482 0 79.5 0 0 0
## 3483 1 95.0 0 0 0
## 3484 1 74.5 1 0 0
## 3485 4 80.7 0 0 0
## 3486 4 73.0 0 0 0
## 3487 0 80.0 0 0 0
## 3488 1 64.0 1 0 0
## 3489 3 83.6 1 1 1
## 3490 0 79.0 1 0 0
## 3491 1 83.0 0 0 0
## 3492 0 87.2 0 0 0
## 3493 0 73.0 0 0 0
## 3494 0 84.0 1 0 0
## 3495 0 70.9 0 0 0
## 3496 0 86.0 0 0 0
## 3497 4 70.0 0 0 0
## 3498 4 85.0 0 0 0
## 3499 0 71.1 0 0 0
## 3500 0 70.7 0 0 0
## 3501 1 73.0 1 0 0
## 3502 0 80.6 1 0 0
## 3503 0 82.1 0 0 0
## 3504 1 82.0 0 0 0
## 3505 0 64.0 0 1 1
## 3506 1 80.7 0 0 0
## 3507 0 66.0 0 0 0
## 3508 0 82.0 0 0 0
## 3509 1 83.0 1 0 0
## 3510 4 89.5 0 0 0
## 3511 2 72.0 0 0 0
## 3512 0 83.0 1 0 0
## 3513 0 87.0 1 0 0
## 3514 0 62.0 1 0 0
## 3515 1 64.0 0 0 0
## 3516 4 93.5 1 0 0
## 3517 3 94.0 1 0 0
## 3518 2 82.0 0 0 0
## 3519 1 102.0 1 1 1
## 3520 4 77.3 0 0 0
## 3521 0 96.0 1 0 0
## 3522 1 98.0 1 0 0
## 3523 0 90.0 1 0 0
## 3524 1 75.5 0 0 0
## 3525 3 80.0 1 0 0
## 3526 0 84.0 1 0 0
## 3527 0 105.0 1 0 0
## 3528 0 80.4 1 0 0
## 3529 0 67.0 0 0 0
## 3530 0 83.0 1 0 0
## 3531 1 71.0 0 0 0
## 3532 0 75.0 1 0 0
## 3533 0 67.0 0 0 0
## 3534 2 84.0 0 0 0
## 3535 0 98.0 0 0 0
## 3536 4 91.5 0 0 0
## 3537 1 86.0 0 0 0
## 3538 1 79.0 0 0 0
## 3539 4 79.0 0 0 0
## 3540 0 66.0 0 0 0
## 3541 0 71.5 0 0 0
## 3542 0 78.0 0 0 0
## 3543 0 85.5 0 0 0
## 3544 0 78.5 1 0 0
## 3545 1 64.0 0 0 0
## 3546 0 80.0 0 0 0
## 3547 1 82.1 1 0 0
## 3548 0 89.0 0 0 0
## 3549 4 73.0 0 0 0
## 3550 1 81.9 1 0 0
## 3551 2 78.0 0 0 0
## 3552 0 74.5 0 0 0
## 3553 0 75.3 0 0 0
## 3554 1 81.4 0 0 0
## 3555 1 83.5 0 1 1
## 3556 1 88.0 0 0 0
## 3557 0 74.0 0 0 0
## 3558 0 86.0 1 0 0
## 3559 4 88.2 0 0 0
## 3560 0 82.0 1 0 0
## 3561 4 64.8 0 1 1
## 3562 1 88.5 1 0 0
## 3563 3 68.5 1 0 0
## 3564 2 101.0 1 1 1
## 3565 0 71.2 0 0 0
## 3566 0 87.2 0 0 0
## 3567 0 79.0 1 0 0
## 3568 3 87.0 0 0 0
## 3569 1 70.3 0 0 0
## 3570 1 89.5 1 0 0
## 3571 3 74.7 0 0 0
## 3572 1 75.0 0 0 0
## 3573 1 80.0 0 0 0
## 3574 4 100.5 0 0 0
## 3575 0 79.5 1 0 0
## 3576 0 80.0 1 0 0
## 3577 0 81.5 0 0 0
## 3578 0 80.5 1 0 0
## 3579 0 62.5 0 0 0
## 3580 0 91.2 0 0 0
## 3581 1 78.0 1 1 1
## 3582 0 84.5 1 0 0
## 3583 0 91.0 1 0 0
## 3584 1 76.0 0 0 0
## 3585 1 99.7 1 0 0
## 3586 0 67.0 0 0 0
## 3587 0 80.5 0 0 0
## 3588 1 80.5 1 0 0
## 3589 0 78.5 1 0 0
## 3590 0 88.0 0 0 0
## 3591 1 95.0 1 0 0
## 3592 1 67.0 0 0 0
## 3593 0 75.0 0 0 0
## 3594 1 69.3 1 0 0
## 3595 0 78.5 0 0 0
## 3596 3 98.0 1 0 0
## 3597 2 67.8 0 0 0
## 3598 1 100.4 0 0 0
## 3599 4 80.0 0 0 0
## 3600 0 80.0 1 0 0
## 3601 0 78.0 1 0 0
## 3602 1 93.0 0 0 0
## 3603 0 93.0 1 0 0
## 3604 0 65.0 0 0 0
## 3605 0 72.0 0 0 0
## 3606 0 104.0 1 0 0
## 3607 1 75.0 1 0 0
## 3608 0 80.0 1 0 0
## 3609 3 80.0 0 0 0
## 3610 1 75.0 0 0 0
## 3611 1 70.0 0 0 0
## 3612 0 61.0 0 0 0
## 3613 0 69.0 0 0 0
## 3614 0 76.0 0 0 0
## 3615 0 67.0 1 0 0
## 3616 0 86.0 0 0 0
## 3617 4 76.0 1 0 0
## 3618 1 92.0 1 0 0
## 3619 1 80.0 1 0 0
## 3620 1 88.0 1 0 0
## 3621 1 102.0 1 0 0
## 3622 1 74.0 0 0 0
## 3623 0 72.0 0 0 0
## 3624 0 109.0 1 0 0
## 3625 0 90.0 0 0 0
## 3626 1 93.0 0 0 0
## 3627 0 68.0 0 0 0
## 3628 1 72.0 0 0 0
## 3629 1 78.0 0 0 0
## 3630 1 95.0 1 0 0
## 3631 0 82.0 1 0 0
## 3632 4 67.0 0 0 0
## 3633 1 96.0 0 0 0
## 3634 4 74.0 1 0 0
## 3635 0 83.0 0 0 0
## 3636 0 74.0 0 0 0
## 3637 4 70.0 0 0 0
## 3638 4 81.0 0 0 0
## 3639 1 91.0 0 0 0
## 3640 0 90.0 1 0 0
## 3641 0 92.0 0 0 0
## 3642 1 89.0 0 0 0
## 3643 4 82.0 1 0 0
## 3644 1 70.0 0 0 0
## 3645 0 67.0 0 0 0
## 3646 0 63.0 0 0 0
## 3647 0 86.0 1 0 0
## 3648 4 70.5 0 0 0
## 3649 0 74.0 0 0 0
## 3650 0 68.0 0 0 0
## 3651 2 80.0 1 0 0
## 3652 4 97.0 1 0 0
## 3653 0 80.0 1 0 0
## 3654 0 94.0 1 0 0
## 3655 0 66.0 0 0 0
## 3656 2 91.0 1 1 1
## 3657 0 88.0 1 0 0
## 3658 4 71.0 1 0 0
## 3659 3 76.0 1 0 0
## 3660 4 90.0 0 1 1
## 3661 0 92.0 1 0 0
## 3662 3 84.0 0 0 0
## 3663 1 82.0 1 0 0
## 3664 1 81.2 1 0 0
## 3665 0 100.0 0 0 0
## 3666 1 78.0 0 0 0
## 3667 0 91.5 0 0 0
## 3668 0 76.5 1 0 0
## 3669 0 79.3 0 0 0
## 3670 0 91.0 0 1 1
## 3671 0 85.5 0 0 0
## 3672 0 75.0 0 0 0
## 3673 0 58.0 1 0 0
## 3674 0 60.0 1 0 0
## 3675 0 70.1 0 0 0
## 3676 0 93.0 0 0 0
## 3677 1 70.0 0 0 0
## 3678 0 74.0 1 0 0
## 3679 0 80.0 0 0 0
## 3680 0 76.0 0 0 0
## 3681 0 83.0 0 0 0
## 3682 0 63.0 0 0 0
## 3683 2 88.0 1 1 1
## 3684 1 61.5 0 0 0
## 3685 0 79.0 1 0 0
## 3686 1 87.0 1 0 0
## 3687 1 66.0 0 0 0
## 3688 1 62.0 0 0 0
## 3689 0 90.0 1 0 0
## 3690 1 71.0 1 0 0
## 3691 0 74.0 0 0 0
## 3692 2 73.0 0 0 0
## 3693 0 93.0 1 0 0
## 3694 3 86.0 0 0 0
## 3695 0 102.0 0 0 0
## 3696 4 87.0 0 0 0
## 3697 4 80.0 0 0 0
## 3698 0 76.0 0 0 0
## 3699 4 98.0 1 1 1
## 3700 1 56.0 0 0 0
## 3701 1 81.0 0 0 0
## 3702 1 96.0 0 0 0
## 3703 2 76.0 0 0 0
## 3704 0 80.7 0 0 0
## 3705 2 81.0 1 0 0
## 3706 0 80.1 0 0 0
## 3707 0 70.0 1 0 0
## 3708 0 78.0 0 0 0
## 3709 1 60.6 1 0 0
## 3710 0 75.0 0 0 0
## 3711 0 83.0 1 0 0
## 3712 0 85.0 0 0 0
## 3713 0 70.0 0 0 0
## 3714 1 85.0 1 0 0
## 3715 4 89.0 0 0 0
## 3716 4 85.0 1 0 0
## 3717 0 86.0 0 0 0
## 3718 0 72.0 0 0 0
## 3719 0 85.0 1 0 0
## 3720 0 83.5 1 0 0
## 3721 3 73.5 0 0 0
## 3722 0 76.0 0 0 0
## 3723 0 93.0 1 0 0
## 3724 0 84.0 0 0 0
## 3725 0 72.5 0 0 0
## 3726 4 82.0 0 0 0
## 3727 0 75.0 1 0 0
## 3728 0 0.0 1 0 0
## 3729 0 85.0 1 0 0
## IMT Sistolik Diastolik
## 1 26.60703 100 66
## 2 28.22178 118 63
## 3 31.20550 120 83
## 4 22.18279 108 67
## 5 18.59012 100 62
## 6 24.74094 102 80
## 7 25.63117 82 77
## 8 19.95428 114 70
## 9 27.24547 99 62
## 10 29.38476 140 70
## 11 21.33821 110 74
## 12 21.21796 94 71
## 13 21.60410 115 65
## 14 22.76662 97 50
## 15 25.84777 102 57
## 16 23.34741 87 58
## 17 19.60716 69 60
## 18 21.73600 120 78
## 19 30.54283 87 59
## 20 20.57613 120 72
## 21 24.13602 97 66
## 22 20.02884 104 58
## 23 23.28342 111 68
## 24 25.31855 91 62
## 25 19.38214 100 64
## 26 25.09242 107 69
## 27 23.24459 110 80
## 28 22.74000 100 69
## 29 21.22789 94 53
## 30 24.21875 105 70
## 31 38.87394 105 75
## 32 22.02348 73 42
## 33 19.72387 83 57
## 34 25.45518 97 67
## 35 19.09051 99 50
## 36 20.76120 99 64
## 37 25.06570 92 65
## 38 25.32290 127 82
## 39 28.22839 99 59
## 40 18.46764 99 62
## 41 25.91068 122 78
## 42 24.67550 125 84
## 43 25.10388 185 96
## 44 23.44923 150 90
## 45 18.73608 82 53
## 46 26.83518 102 70
## 47 20.26936 167 95
## 48 21.00073 64 43
## 49 16.44737 85 57
## 50 26.61934 82 66
## 51 26.77593 109 69
## 52 22.49135 110 90
## 53 27.68166 90 62
## 54 33.27510 94 55
## 55 29.87000 140 99
## 56 20.28480 150 80
## 57 32.98816 157 98
## 58 21.80200 118 78
## 59 25.28000 95 54
## 60 24.88750 99 52
## 61 16.64113 117 68
## 62 17.26000 90 58
## 63 22.28160 104 71
## 64 24.83576 93 51
## 65 25.34435 110 68
## 66 17.44910 94 55
## 67 33.89000 154 98
## 68 18.08021 96 56
## 69 23.71884 91 55
## 70 27.53860 118 76
## 71 15.76506 90 59
## 72 21.53578 90 65
## 73 30.17690 93 62
## 74 28.36325 123 70
## 75 19.47283 94 57
## 76 19.96413 104 63
## 77 18.81892 89 56
## 78 17.85062 82 55
## 79 25.92000 140 102
## 80 17.85360 114 72
## 81 24.14152 102 66
## 82 35.55556 98 65
## 83 16.59788 88 60
## 84 21.92886 197 119
## 85 17.69531 76 42
## 86 20.04016 110 72
## 87 21.09375 94 67
## 88 26.15563 102 64
## 89 17.48560 94 56
## 90 26.74811 121 80
## 91 29.17963 96 57
## 92 22.04000 100 62
## 93 20.30000 106 66
## 94 30.06210 92 66
## 95 24.05693 105 66
## 96 35.58398 113 58
## 97 24.05798 90 62
## 98 27.23565 147 93
## 99 25.71956 90 52
## 100 24.60973 139 70
## 101 22.40000 110 81
## 102 30.11995 125 75
## 103 21.69246 98 66
## 104 24.67028 94 60
## 105 27.58621 99 68
## 106 21.79608 118 70
## 107 24.79667 85 65
## 108 21.17022 102 74
## 109 19.85043 94 66
## 110 26.54670 118 80
## 111 21.44643 110 80
## 112 21.58003 93 65
## 113 23.36570 92 54
## 114 27.34375 97 62
## 115 21.51000 92 59
## 116 28.61700 118 73
## 117 23.94246 92 59
## 118 33.24957 181 114
## 119 24.20086 125 86
## 120 23.67926 110 67
## 121 27.47649 90 66
## 122 24.97874 100 68
## 123 19.48696 119 70
## 124 18.17338 83 50
## 125 19.23438 86 64
## 126 16.79688 76 45
## 127 19.70351 85 50
## 128 19.43390 115 54
## 129 27.20571 194 95
## 130 27.34232 100 66
## 131 27.84879 99 67
## 132 28.57269 88 57
## 133 22.48978 83 54
## 134 17.51463 90 65
## 135 25.91391 103 73
## 136 17.41907 86 62
## 137 18.91807 99 71
## 138 17.69780 91 50
## 139 27.05623 98 65
## 140 26.52392 100 70
## 141 23.50781 181 134
## 142 24.36612 105 70
## 143 20.18000 111 95
## 144 22.65625 112 72
## 145 17.25367 92 58
## 146 25.60554 106 72
## 147 24.67964 109 70
## 148 34.70776 90 56
## 149 23.82812 100 64
## 150 28.62550 95 65
## 151 22.43032 104 65
## 152 33.99623 125 94
## 153 24.94540 97 68
## 154 31.90000 192 118
## 155 19.74087 100 65
## 156 21.97232 109 69
## 157 26.08000 154 85
## 158 27.28744 163 96
## 159 25.35690 104 71
## 160 21.62065 100 70
## 161 20.70082 95 70
## 162 18.38290 101 57
## 163 18.90000 90 60
## 164 36.93527 107 69
## 165 18.10010 87 56
## 166 20.44444 97 56
## 167 23.97959 116 64
## 168 23.02000 107 69
## 169 27.90000 107 69
## 170 25.92680 188 110
## 171 27.00617 90 57
## 172 27.43484 134 72
## 173 18.79590 86 62
## 174 15.38935 90 54
## 175 21.45727 104 74
## 176 19.27278 100 67
## 177 21.71925 90 60
## 178 22.53000 146 100
## 179 35.45645 91 60
## 180 23.73996 195 114
## 181 19.23356 102 66
## 182 28.06894 110 70
## 183 24.73400 130 75
## 184 20.93652 90 67
## 185 28.05335 106 70
## 186 18.60562 89 58
## 187 28.14787 125 92
## 188 28.10410 118 72
## 189 18.37000 82 59
## 190 17.79993 88 63
## 191 31.68855 97 73
## 192 20.95717 96 65
## 193 27.70408 105 75
## 194 23.95556 105 73
## 195 25.31545 109 64
## 196 28.37000 153 99
## 197 19.53597 82 50
## 198 25.71661 126 96
## 199 23.87410 124 65
## 200 18.63110 117 55
## 201 16.88872 96 66
## 202 26.47822 105 79
## 203 16.88019 110 52
## 204 29.08613 95 69
## 205 25.61000 123 79
## 206 26.74000 104 69
## 207 21.61660 90 63
## 208 23.04191 102 70
## 209 23.47654 96 69
## 210 23.54536 115 73
## 211 23.06472 110 80
## 212 24.12590 158 106
## 213 25.06575 119 82
## 214 27.87422 106 69
## 215 27.40000 183 108
## 216 25.06390 114 78
## 217 28.75519 120 70
## 218 31.64432 97 66
## 219 32.88889 156 90
## 220 20.64177 112 74
## 221 25.29356 126 84
## 222 25.44957 110 67
## 223 26.78040 102 65
## 224 27.19179 106 67
## 225 13.14040 69 41
## 226 25.67452 155 102
## 227 20.23950 120 78
## 228 23.34000 106 65
## 229 21.95883 105 70
## 230 27.25520 115 73
## 231 28.12500 106 64
## 232 25.55941 108 62
## 233 20.04321 97 52
## 234 27.39226 89 42
## 235 21.58003 85 54
## 236 21.89000 86 53
## 237 21.68456 98 67
## 238 21.05730 100 47
## 239 26.83518 102 72
## 240 31.33000 139 99
## 241 25.73470 122 81
## 242 26.66667 111 74
## 243 26.00990 100 60
## 244 23.52000 131 74
## 245 20.09000 96 59
## 246 17.26354 86 60
## 247 26.91273 95 61
## 248 20.73688 116 68
## 249 26.56032 95 62
## 250 27.53060 103 74
## 251 28.30385 110 74
## 252 29.75758 114 75
## 253 26.05366 106 65
## 254 29.27796 125 58
## 255 34.89648 106 70
## 256 24.24392 127 86
## 257 18.25778 95 62
## 258 18.86628 93 47
## 259 28.07393 132 90
## 260 18.77000 84 51
## 261 22.53270 137 89
## 262 24.84098 114 81
## 263 25.88757 108 68
## 264 31.73973 115 84
## 265 36.53000 168 96
## 266 32.54722 110 78
## 267 23.73866 118 78
## 268 23.14815 96 60
## 269 29.83030 119 68
## 270 29.15452 112 85
## 271 22.98540 105 70
## 272 18.18000 99 66
## 273 22.67995 103 65
## 274 37.65465 145 86
## 275 24.03461 162 120
## 276 33.77650 139 94
## 277 24.16350 86 60
## 278 19.55556 86 47
## 279 35.38491 158 108
## 280 26.00000 91 70
## 281 26.36000 118 59
## 282 19.93761 105 65
## 283 28.99931 119 63
## 284 25.20390 87 58
## 285 27.79405 106 73
## 286 22.76730 99 62
## 287 20.76423 98 66
## 288 35.27000 158 114
## 289 26.34649 94 63
## 290 20.82920 82 61
## 291 21.16390 94 57
## 292 38.95594 95 68
## 293 28.87686 97 66
## 294 24.38933 100 58
## 295 38.32805 103 73
## 296 19.94755 98 55
## 297 19.95146 110 70
## 298 26.07207 86 54
## 299 22.56857 103 64
## 300 27.79822 107 78
## 301 22.58955 98 57
## 302 32.01000 148 101
## 303 28.48837 116 76
## 304 23.43900 116 66
## 305 25.11230 100 60
## 306 24.90140 124 71
## 307 25.28350 102 62
## 308 21.16528 130 86
## 309 31.04687 102 62
## 310 30.65000 110 76
## 311 27.61771 138 81
## 312 24.87368 78 50
## 313 27.74997 96 59
## 314 27.97919 92 67
## 315 22.91699 134 75
## 316 21.68655 136 84
## 317 16.63807 98 63
## 318 30.54555 104 64
## 319 21.72201 94 61
## 320 23.73321 103 71
## 321 25.81129 95 66
## 322 23.65872 90 53
## 323 22.08000 101 62
## 324 27.03523 94 66
## 325 27.23101 103 54
## 326 30.12101 117 80
## 327 25.36357 90 60
## 328 29.92309 151 87
## 329 34.65121 109 63
## 330 30.68000 126 90
## 331 20.73741 108 65
## 332 31.35000 146 82
## 333 22.55370 102 66
## 334 23.31000 97 60
## 335 25.14879 123 71
## 336 18.68000 87 58
## 337 32.33416 117 73
## 338 36.75925 90 63
## 339 22.34375 109 66
## 340 22.26741 86 58
## 341 27.17456 114 77
## 342 28.09310 89 55
## 343 32.21382 144 103
## 344 19.42924 86 46
## 345 25.08596 96 68
## 346 21.94425 97 57
## 347 17.53674 116 68
## 348 23.45648 108 68
## 349 31.16687 99 72
## 350 24.70737 131 80
## 351 26.83010 101 71
## 352 14.39215 84 52
## 353 28.37527 112 78
## 354 21.14115 98 64
## 355 26.41589 106 72
## 356 25.00693 126 62
## 357 20.57778 87 62
## 358 18.99525 87 58
## 359 21.02385 94 53
## 360 25.48220 92 50
## 361 19.26092 95 60
## 362 29.28413 114 82
## 363 25.71932 119 68
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## 3356 26.16063 118 78
## 3357 17.64644 95 55
## 3358 18.83413 78 55
## 3359 22.56859 90 65
## 3360 26.54337 100 70
## 3361 26.64790 104 66
## 3362 31.01581 101 86
## 3363 27.31376 99 82
## 3364 31.48098 113 79
## 3365 25.52964 112 74
## 3366 22.37956 96 63
## 3367 25.38349 110 72
## 3368 31.59928 118 67
## 3369 25.74261 140 88
## 3370 25.34980 116 82
## 3371 30.47090 126 88
## 3372 35.40380 129 85
## 3373 29.56559 109 66
## 3374 26.66034 107 69
## 3375 25.17905 89 69
## 3376 29.20333 123 74
## 3377 24.01388 107 69
## 3378 21.00901 104 63
## 3379 23.97500 95 70
## 3380 26.19280 136 81
## 3381 21.17575 103 72
## 3382 26.44282 107 69
## 3383 19.69328 107 69
## 3384 25.19193 119 80
## 3385 30.50739 170 107
## 3386 18.90270 86 53
## 3387 28.75774 132 76
## 3388 23.56704 111 78
## 3389 28.16837 103 70
## 3390 17.10451 82 54
## 3391 16.92673 78 42
## 3392 19.06771 156 83
## 3393 17.12425 107 69
## 3394 26.19773 108 65
## 3395 28.06613 104 70
## 3396 19.98299 98 67
## 3397 29.40885 97 68
## 3398 31.14489 104 79
## 3399 20.17465 102 70
## 3400 22.08889 93 58
## 3401 28.09666 102 71
## 3402 22.14791 98 72
## 3403 25.84251 102 70
## 3404 29.68002 114 84
## 3405 26.35981 106 68
## 3406 22.33856 99 62
## 3407 22.88818 96 62
## 3408 20.07084 96 66
## 3409 19.88281 85 60
## 3410 18.79663 116 82
## 3411 22.34168 102 75
## 3412 23.46741 94 65
## 3413 17.27994 83 53
## 3414 29.27599 107 78
## 3415 28.42472 119 79
## 3416 31.35900 152 100
## 3417 30.40918 158 105
## 3418 24.49751 103 66
## 3419 19.41354 93 61
## 3420 22.47100 192 141
## 3421 25.07583 105 68
## 3422 19.77258 103 54
## 3423 22.40588 138 86
## 3424 25.91837 123 86
## 3425 19.14531 99 65
## 3426 26.74122 104 72
## 3427 19.08800 101 65
## 3428 18.22183 92 56
## 3429 21.64073 86 54
## 3430 37.19360 202 114
## 3431 22.96838 111 75
## 3432 27.58894 120 91
## 3433 17.59189 98 62
## 3434 29.28010 89 66
## 3435 20.07733 121 72
## 3436 23.63472 107 66
## 3437 24.07369 107 69
## 3438 19.69356 100 66
## 3439 28.45343 111 76
## 3440 22.25949 107 64
## 3441 29.51315 99 69
## 3442 24.82265 113 76
## 3443 34.50890 121 84
## 3444 35.82401 122 80
## 3445 18.55120 104 67
## 3446 24.05035 93 60
## 3447 28.65999 99 68
## 3448 26.94955 107 69
## 3449 24.73600 118 73
## 3450 26.23833 113 75
## 3451 29.45813 109 76
## 3452 23.88620 92 64
## 3453 33.96243 93 66
## 3454 24.53000 116 71
## 3455 27.26871 115 69
## 3456 30.58000 99 61
## 3457 20.94980 96 62
## 3458 18.18000 86 60
## 3459 38.11902 89 65
## 3460 34.63808 122 87
## 3461 24.62000 125 71
## 3462 29.38468 118 88
## 3463 26.48735 101 63
## 3464 19.06190 95 66
## 3465 23.92302 118 79
## 3466 17.07000 92 54
## 3467 22.46000 105 66
## 3468 16.76931 91 66
## 3469 35.05000 104 67
## 3470 31.41863 101 85
## 3471 26.22457 117 75
## 3472 28.50088 97 74
## 3473 25.71000 102 73
## 3474 16.02462 89 51
## 3475 19.81915 84 51
## 3476 23.95000 98 64
## 3477 23.05049 105 73
## 3478 24.13776 106 68
## 3479 30.15000 125 79
## 3480 21.19000 104 57
## 3481 31.49496 114 79
## 3482 15.17402 110 72
## 3483 27.94612 118 80
## 3484 21.66572 109 72
## 3485 23.48111 132 90
## 3486 20.18031 111 61
## 3487 22.25977 87 50
## 3488 19.90000 137 82
## 3489 21.34146 179 114
## 3490 25.80236 123 82
## 3491 26.30246 105 59
## 3492 26.90000 105 71
## 3493 19.59801 105 62
## 3494 25.52080 118 75
## 3495 25.44590 98 62
## 3496 29.33330 107 74
## 3497 19.30000 99 70
## 3498 23.62445 123 81
## 3499 18.15570 110 81
## 3500 24.09000 98 66
## 3501 26.79000 120 73
## 3502 23.11080 187 126
## 3503 21.67969 102 78
## 3504 23.59310 103 69
## 3505 18.69294 90 56
## 3506 24.34349 90 67
## 3507 19.95527 90 54
## 3508 24.92609 96 64
## 3509 25.96950 111 81
## 3510 31.38000 91 61
## 3511 19.90270 95 63
## 3512 29.91876 110 81
## 3513 26.98000 113 78
## 3514 18.09431 114 70
## 3515 17.14658 86 55
## 3516 27.24000 91 64
## 3517 32.19020 178 122
## 3518 26.22488 99 66
## 3519 32.85000 96 58
## 3520 21.74170 92 62
## 3521 27.76000 107 63
## 3522 29.22742 127 81
## 3523 25.86000 108 62
## 3524 25.39341 102 67
## 3525 22.22000 140 85
## 3526 22.24000 140 83
## 3527 35.95540 89 68
## 3528 27.52000 105 75
## 3529 19.18160 86 45
## 3530 25.98000 109 73
## 3531 21.32582 93 63
## 3532 24.11767 110 72
## 3533 19.35402 94 62
## 3534 23.17000 114 76
## 3535 32.88140 92 63
## 3536 26.77947 123 75
## 3537 28.22060 97 70
## 3538 23.90358 97 64
## 3539 24.94000 90 54
## 3540 18.75000 100 73
## 3541 25.80511 90 66
## 3542 26.36001 106 73
## 3543 32.50368 106 68
## 3544 27.36770 119 82
## 3545 24.00000 92 61
## 3546 25.94478 80 35
## 3547 25.74000 124 73
## 3548 29.98850 94 61
## 3549 19.12610 89 64
## 3550 23.55556 114 78
## 3551 22.00696 142 84
## 3552 21.91506 98 62
## 3553 26.30000 90 52
## 3554 20.75000 97 67
## 3555 26.61614 106 66
## 3556 30.13380 101 68
## 3557 22.20000 85 58
## 3558 26.01451 121 79
## 3559 26.20000 83 59
## 3560 30.35122 111 66
## 3561 17.71000 79 48
## 3562 29.01569 120 49
## 3563 18.51020 128 80
## 3564 28.19000 190 113
## 3565 22.03897 90 55
## 3566 29.55810 104 70
## 3567 25.83962 135 90
## 3568 30.75560 106 70
## 3569 26.31962 99 65
## 3570 28.90849 112 68
## 3571 22.51115 112 74
## 3572 20.03980 96 61
## 3573 23.65756 106 71
## 3574 28.51000 129 83
## 3575 25.52097 134 79
## 3576 24.90039 104 76
## 3577 27.54000 105 74
## 3578 26.82000 130 92
## 3579 23.67407 102 66
## 3580 23.65413 132 91
## 3581 22.43129 145 94
## 3582 26.46000 116 82
## 3583 29.43210 120 84
## 3584 22.65089 97 69
## 3585 31.64000 106 76
## 3586 19.25350 107 67
## 3587 27.64000 109 74
## 3588 28.77334 120 82
## 3589 23.57790 131 93
## 3590 26.26903 105 65
## 3591 30.06000 118 88
## 3592 21.29860 94 55
## 3593 22.52226 90 49
## 3594 24.49000 103 77
## 3595 27.90000 99 68
## 3596 31.51111 120 77
## 3597 18.43000 82 52
## 3598 31.93060 101 67
## 3599 28.42000 110 73
## 3600 28.49390 131 77
## 3601 23.69260 113 82
## 3602 31.61180 97 72
## 3603 30.29530 164 112
## 3604 19.27390 100 68
## 3605 21.94252 95 65
## 3606 38.15000 114 85
## 3607 24.35000 128 75
## 3608 23.90146 116 84
## 3609 27.53482 110 74
## 3610 23.47361 101 62
## 3611 20.12050 97 62
## 3612 21.12573 108 61
## 3613 20.56711 98 63
## 3614 24.40068 101 59
## 3615 21.58273 127 86
## 3616 31.55000 120 79
## 3617 22.97785 130 83
## 3618 28.34467 120 83
## 3619 26.80000 112 82
## 3620 27.76210 111 70
## 3621 36.33000 132 77
## 3622 20.54765 93 61
## 3623 21.01000 120 70
## 3624 39.32769 156 86
## 3625 25.58821 101 67
## 3626 30.94460 90 70
## 3627 25.30354 94 54
## 3628 20.08810 86 58
## 3629 23.65310 110 61
## 3630 35.85220 116 83
## 3631 26.73000 116 80
## 3632 19.73500 88 60
## 3633 32.98969 106 73
## 3634 20.16529 104 70
## 3635 23.83000 97 62
## 3636 21.29000 107 70
## 3637 19.91137 102 62
## 3638 24.47580 100 64
## 3639 27.49677 99 72
## 3640 27.79490 111 81
## 3641 29.72680 110 72
## 3642 26.60257 90 58
## 3643 28.36540 124 70
## 3644 18.84000 113 70
## 3645 20.98735 95 62
## 3646 20.11887 90 70
## 3647 29.88000 110 74
## 3648 19.25737 108 82
## 3649 23.03564 112 78
## 3650 21.99110 89 62
## 3651 21.93190 140 101
## 3652 25.89000 109 78
## 3653 28.89874 119 83
## 3654 33.09330 156 114
## 3655 18.15000 90 60
## 3656 24.86008 124 89
## 3657 26.98137 120 80
## 3658 16.53948 153 132
## 3659 29.24000 115 82
## 3660 27.48709 122 77
## 3661 27.47000 128 82
## 3662 25.23000 104 71
## 3663 23.81731 134 84
## 3664 22.57000 130 70
## 3665 34.19630 104 69
## 3666 23.11080 104 71
## 3667 27.19000 93 62
## 3668 21.40000 102 74
## 3669 28.27015 99 68
## 3670 29.44040 141 108
## 3671 24.57353 119 70
## 3672 24.28694 97 70
## 3673 16.65000 92 68
## 3674 18.57778 137 80
## 3675 20.14768 82 63
## 3676 32.53910 111 75
## 3677 16.55661 107 69
## 3678 19.68890 107 72
## 3679 26.95680 98 66
## 3680 21.58917 102 65
## 3681 27.44094 97 65
## 3682 19.04732 97 59
## 3683 29.48065 117 84
## 3684 18.61000 95 65
## 3685 27.29692 140 85
## 3686 27.63504 121 82
## 3687 23.65600 98 69
## 3688 17.90050 88 62
## 3689 30.67780 120 75
## 3690 25.44000 109 76
## 3691 23.59751 105 69
## 3692 18.51000 114 75
## 3693 29.42030 124 86
## 3694 25.74000 114 75
## 3695 42.97000 98 68
## 3696 29.22000 121 73
## 3697 24.83288 95 66
## 3698 23.85190 97 59
## 3699 31.13000 149 98
## 3700 12.67000 81 60
## 3701 27.55102 122 76
## 3702 28.50576 105 71
## 3703 20.19000 128 81
## 3704 30.63501 116 77
## 3705 21.97000 135 108
## 3706 29.47990 102 70
## 3707 22.18000 107 74
## 3708 24.41000 103 75
## 3709 25.63000 104 77
## 3710 21.46205 89 62
## 3711 29.06169 99 70
## 3712 28.73000 96 59
## 3713 19.33790 90 51
## 3714 27.94000 102 75
## 3715 28.32060 125 72
## 3716 29.52000 97 66
## 3717 32.64422 97 60
## 3718 21.55559 101 55
## 3719 24.19649 116 76
## 3720 26.17778 164 100
## 3721 20.31000 100 62
## 3722 22.94447 90 64
## 3723 30.67500 119 84
## 3724 26.06000 109 74
## 3725 23.27267 98 66
## 3726 28.21225 118 79
## 3727 24.89050 125 77
## 3728 23.65000 130 85
## 3729 30.15090 136 91
test_dt
## Target_PJK Age Sex GD_Puasa GD_PP Kolestrol LDL HDL Lipoprotein
## 1 0 49 1 87.0 55.0 209.00 146.00 38.00 81.0
## 2 0 32 1 87.0 117.0 217.00 119.00 84.00 91.0
## 3 0 60 1 79.0 83.0 165.00 82.00 86.00 73.0
## 4 0 36 2 114.0 173.0 215.00 136.00 90.50 94.5
## 5 0 32 2 80.0 110.0 165.00 82.00 85.00 64.0
## 6 0 33 2 78.0 108.0 229.00 126.00 94.00 83.0
## 7 0 32 2 119.0 90.0 225.00 160.00 45.00 69.0
## 8 0 55 1 79.0 96.0 147.00 73.00 89.00 87.0
## 9 0 41 2 110.0 127.0 194.00 85.00 90.00 92.0
## 10 1 43 2 89.0 128.0 172.00 102.00 52.00 90.0
## 11 0 33 2 96.0 116.0 158.00 102.00 46.80 84.0
## 12 0 26 2 87.0 142.0 182.00 118.00 51.40 105.0
## 13 1 34 2 333.0 468.0 290.70 221.90 32.00 99.0
## 14 0 27 2 89.0 101.0 184.00 125.00 41.00 71.0
## 15 0 60 1 86.0 87.0 196.00 128.00 48.00 60.3
## 16 1 54 1 111.0 136.0 227.50 168.40 28.00 89.5
## 17 0 64 2 87.0 103.0 260.00 164.00 69.00 66.0
## 18 0 34 1 83.0 109.0 176.00 108.00 66.00 84.0
## 19 1 55 2 84.0 117.0 186.00 119.00 44.00 83.0
## 20 0 52 2 89.0 155.0 281.00 177.00 75.00 93.6
## 21 0 52 2 78.5 120.0 238.40 160.00 60.00 96.2
## 22 1 42 2 136.0 349.0 239.00 153.00 37.00 84.0
## 23 0 59 1 86.0 99.0 180.10 103.50 67.00 88.0
## 24 0 27 2 83.0 61.0 146.00 85.00 48.00 75.0
## 25 1 60 1 86.0 125.0 215.00 138.00 37.00 93.5
## 26 0 53 2 81.0 97.0 121.00 78.00 36.00 72.0
## 27 0 34 2 98.0 103.0 189.00 136.00 36.00 90.8
## 28 1 46 2 220.0 394.0 206.00 132.00 51.60 106.0
## 29 1 39 1 110.0 175.0 240.00 166.00 43.00 91.0
## 30 0 35 2 188.0 249.0 200.00 138.00 54.00 100.0
## 31 0 25 2 80.0 80.0 192.00 122.00 63.80 82.0
## 32 0 35 1 79.0 95.0 236.50 155.00 63.80 76.0
## 33 1 29 2 97.0 115.0 208.00 140.00 39.00 76.0
## 34 0 26 2 72.0 94.0 169.00 106.00 66.00 82.0
## 35 0 40 2 182.0 291.0 191.00 115.00 35.00 92.0
## 36 0 36 2 82.0 90.0 184.00 117.00 44.00 76.0
## 37 0 36 2 234.0 356.0 273.00 177.00 35.00 101.0
## 38 0 39 1 89.0 123.0 240.00 169.00 59.00 69.0
## 39 0 30 2 93.0 154.0 187.00 129.00 51.00 97.0
## 40 0 60 2 97.0 145.0 213.00 139.00 62.00 70.0
## 41 0 50 2 73.0 102.0 149.00 88.00 69.50 60.0
## 42 0 53 1 98.0 155.0 211.70 147.00 46.00 76.5
## 43 0 34 2 83.0 107.0 189.00 118.00 54.00 71.0
## 44 0 26 1 92.0 183.0 189.00 117.00 58.10 89.0
## 45 0 55 2 86.0 90.0 151.00 102.00 44.40 92.0
## 46 0 35 1 91.0 107.0 161.00 103.00 58.40 80.8
## 47 0 31 2 81.0 119.0 196.00 86.00 35.00 96.0
## 48 0 28 2 102.0 108.0 181.00 105.00 69.00 78.0
## 49 0 62 2 77.0 111.0 166.00 116.00 53.00 70.2
## 50 0 36 1 93.0 131.0 187.00 78.00 59.00 80.0
## 51 0 47 1 81.0 92.0 146.90 94.00 49.00 80.0
## 52 0 46 2 101.0 128.0 169.00 120.00 75.20 104.0
## 53 0 29 1 94.0 87.0 227.00 131.00 93.50 90.0
## 54 1 36 1 82.0 115.0 277.00 180.00 46.00 79.0
## 55 1 55 2 101.0 117.0 246.00 161.00 42.00 98.0
## 56 0 43 2 87.0 117.0 139.00 133.00 39.00 70.4
## 57 0 53 1 89.0 93.0 163.00 111.00 72.50 73.4
## 58 0 38 1 71.0 52.0 123.00 70.00 42.00 77.0
## 59 0 32 2 76.0 87.0 113.00 60.00 54.20 73.0
## 60 0 30 1 83.0 96.0 177.00 106.00 99.70 80.0
## 61 0 30 1 66.0 105.0 188.00 143.00 38.00 80.0
## 62 0 34 1 95.0 115.0 190.00 91.00 90.20 70.0
## 63 0 52 1 77.0 86.0 155.00 99.00 48.00 78.0
## 64 0 46 1 81.0 110.0 164.00 103.00 40.00 83.0
## 65 0 41 2 81.0 107.0 115.00 62.00 44.00 82.0
## 66 0 61 2 73.0 93.0 124.00 79.00 47.30 68.0
## 67 0 35 1 92.0 116.0 147.00 85.00 47.00 81.5
## 68 0 38 2 87.0 90.0 214.00 163.00 40.00 84.0
## 69 0 61 2 80.0 110.0 193.00 116.00 68.00 78.5
## 70 0 47 1 91.0 100.0 172.00 107.00 66.80 83.0
## 71 0 32 1 80.0 114.0 185.00 118.00 58.00 89.0
## 72 0 31 2 77.0 147.0 284.00 138.00 43.00 109.0
## 73 0 35 1 72.0 83.0 175.00 99.00 68.80 61.0
## 74 0 47 1 112.0 113.0 223.00 136.00 49.00 86.0
## 75 0 40 1 67.0 104.0 199.00 138.00 56.80 90.0
## 76 0 40 2 76.0 63.0 210.00 131.00 68.00 70.0
## 77 0 28 2 70.0 72.0 149.00 78.00 51.80 70.0
## 78 0 32 2 72.0 120.0 257.30 168.00 55.10 73.0
## 79 0 35 2 93.0 68.0 188.00 127.40 33.00 93.0
## 80 0 43 2 71.0 112.0 199.00 131.00 71.00 80.9
## 81 0 25 1 81.0 84.0 141.00 70.00 72.30 68.0
## 82 0 54 1 83.0 132.0 191.00 118.90 62.00 92.0
## 83 0 51 2 77.0 135.0 203.00 152.00 35.00 80.5
## 84 0 35 1 96.0 91.0 167.00 83.00 57.80 83.0
## 85 0 38 1 79.0 94.0 119.00 55.00 71.10 83.0
## 86 0 50 1 72.0 120.0 176.00 127.00 39.00 71.0
## 87 0 42 2 78.0 70.0 236.30 167.50 42.80 73.0
## 88 1 34 2 121.0 229.0 261.30 162.00 68.00 100.0
## 89 0 25 2 82.0 97.0 201.00 115.00 101.50 74.0
## 90 0 51 2 86.0 108.0 165.00 110.00 55.70 86.0
## 91 0 47 1 85.0 100.0 172.00 103.00 64.10 75.0
## 92 0 57 1 80.0 107.0 108.00 51.00 39.00 68.0
## 93 0 31 1 84.0 99.0 116.00 42.00 65.80 85.0
## 94 0 34 2 90.0 69.0 209.00 154.00 46.00 72.0
## 95 0 61 1 74.0 100.0 170.00 103.00 58.00 78.0
## 96 0 27 2 77.0 96.0 127.00 127.00 61.00 80.0
## 97 0 55 2 83.0 113.0 150.00 87.00 57.20 78.0
## 98 0 37 1 84.0 109.0 174.00 118.00 53.00 89.0
## 99 0 62 1 79.0 85.0 140.00 75.00 61.70 73.0
## 100 1 59 2 83.0 109.0 212.00 134.00 52.00 68.0
## 101 0 54 1 95.0 97.0 114.60 48.80 55.00 83.0
## 102 0 29 1 96.0 146.0 266.00 199.00 50.80 85.0
## 103 0 43 2 75.0 85.0 210.00 155.00 55.70 64.0
## 104 0 51 2 89.0 99.0 109.00 53.00 173.00 80.0
## 105 0 44 2 95.0 109.0 208.00 97.00 45.00 78.0
## 106 0 39 2 86.0 100.0 192.00 126.00 51.00 97.0
## 107 0 58 2 78.0 72.0 175.00 117.00 48.70 80.0
## 108 0 56 1 82.0 89.0 220.00 132.40 73.70 75.0
## 109 0 48 1 82.0 77.0 254.40 164.00 67.00 85.0
## 110 1 45 2 101.0 156.5 225.00 149.00 51.00 92.5
## 111 0 27 1 80.0 105.0 201.00 115.00 47.00 83.0
## 112 0 40 1 75.0 41.0 85.00 34.00 42.00 74.0
## 113 0 39 2 77.0 96.0 174.00 104.00 59.00 74.0
## 114 0 52 2 103.0 125.0 246.00 167.00 36.00 96.5
## 115 0 62 2 117.0 220.0 245.00 148.00 54.00 90.0
## 116 0 38 2 104.0 172.0 157.00 92.00 46.00 88.0
## 117 0 54 1 74.0 100.0 165.00 94.00 53.00 82.0
## 118 0 50 2 86.0 101.0 153.90 103.70 45.00 60.0
## 119 0 47 1 66.0 78.0 176.40 95.00 80.00 70.0
## 120 0 32 2 70.0 86.0 130.60 74.60 48.00 72.0
## 121 0 49 2 81.0 93.0 177.00 115.00 51.00 78.0
## 122 0 48 1 85.0 58.0 169.00 102.60 50.00 86.0
## 123 0 46 2 142.0 99.0 176.00 115.00 33.00 91.5
## 124 0 38 1 79.0 149.0 246.00 147.00 47.00 90.0
## 125 0 41 1 83.0 80.0 189.00 113.00 42.00 80.0
## 126 0 41 2 96.0 115.0 218.00 122.00 52.00 88.0
## 127 1 44 2 112.0 178.0 261.00 178.00 32.00 97.5
## 128 0 54 1 74.0 72.0 216.00 124.00 76.00 82.0
## 129 0 42 1 75.0 95.0 172.90 113.70 38.00 111.0
## 130 0 45 2 80.0 70.0 147.50 85.50 49.00 70.7
## 131 0 50 2 77.0 124.0 256.00 138.00 89.00 80.0
## 132 0 48 1 81.0 81.0 186.00 111.00 64.00 67.0
## 133 0 44 2 80.0 115.0 163.00 107.00 46.40 68.0
## 134 0 26 1 92.0 113.0 181.00 108.00 72.00 70.4
## 135 0 36 1 64.0 96.0 215.00 138.40 59.00 80.4
## 136 0 45 2 107.0 138.0 276.00 131.00 43.00 84.0
## 137 0 34 2 65.0 109.9 169.30 106.00 63.00 69.0
## 138 0 33 1 66.0 88.0 239.00 173.00 49.00 88.5
## 139 0 51 2 90.0 101.0 211.00 133.00 64.00 60.0
## 140 0 32 2 79.0 69.0 136.00 78.00 53.00 68.0
## 141 0 32 1 82.0 63.0 144.80 92.40 62.00 78.5
## 142 0 57 1 83.0 107.0 189.00 119.00 54.00 80.0
## 143 0 37 2 78.0 117.0 169.00 102.10 50.00 82.0
## 144 0 37 2 85.0 79.0 187.00 77.00 75.00 83.0
## 145 0 32 2 81.0 101.0 168.00 116.00 55.00 80.0
## 146 0 37 1 103.0 128.0 177.80 103.70 52.00 99.0
## 147 0 51 1 74.0 105.0 176.00 114.00 42.00 100.0
## 148 0 58 1 79.0 107.0 185.00 128.00 42.00 90.0
## 149 0 51 2 90.0 129.0 214.00 159.00 51.00 91.0
## 150 0 51 1 83.0 94.0 163.00 94.00 64.90 87.0
## 151 0 45 2 86.0 147.0 179.70 89.20 63.40 90.0
## 152 0 47 2 79.0 86.0 175.00 120.00 44.00 85.0
## 153 0 55 1 83.0 106.0 162.00 103.00 66.00 84.0
## 154 0 30 1 91.0 134.0 171.00 113.00 49.00 95.0
## 155 0 48 2 103.0 96.0 128.80 78.90 52.00 71.0
## 156 0 47 1 86.0 95.0 177.00 113.00 54.00 68.5
## 157 0 43 1 80.0 90.0 195.00 133.00 52.60 60.0
## 158 0 50 2 91.0 163.0 269.00 187.00 45.00 80.6
## 159 0 43 2 77.0 87.0 198.00 129.00 50.00 66.0
## 160 0 41 2 83.0 97.0 189.00 107.00 59.00 98.0
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## 809 0 51 2 71.0 141.0 204.00 106.00 42.00 92.0
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## 903 0 51 2 88.0 124.0 168.00 114.00 50.00 75.0
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## 907 0 45 2 75.0 82.0 188.00 92.00 79.00 72.0
## 908 0 47 2 95.0 200.0 330.00 231.00 39.00 92.0
## 909 0 53 2 84.0 96.0 161.00 129.00 30.00 85.0
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## 923 0 32 1 82.0 103.0 223.00 177.00 72.00 60.0
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## 931 0 39 2 124.0 344.0 294.00 241.00 42.00 87.0
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## 989 0 55 2 77.0 97.0 178.00 96.00 67.00 75.0
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## 991 0 37 2 80.0 113.0 189.00 126.00 44.00 86.5
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## 1002 0 52 2 84.0 115.0 169.00 101.00 66.00 85.0
## 1003 0 31 1 83.0 85.0 216.00 137.00 68.00 70.0
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## 1021 0 50 2 86.0 124.0 196.00 124.00 57.00 81.5
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## 1028 0 35 2 86.0 143.0 150.00 54.00 42.00 73.0
## 1029 1 27 2 100.0 183.0 253.00 199.00 36.00 98.0
## 1030 0 54 2 67.0 37.0 151.00 98.00 49.00 62.0
## 1031 0 46 2 86.0 85.0 196.00 115.00 75.00 73.0
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## 1428 0 56 1 95.0 123.0 214.00 162.00 39.00 93.0
## 1429 0 26 1 102.0 154.0 171.00 110.00 54.00 66.0
## 1430 0 40 2 77.0 73.0 238.00 151.00 80.00 70.5
## 1431 0 50 2 80.0 98.0 228.00 157.00 52.00 83.0
## 1432 0 39 2 83.0 121.0 201.00 118.00 59.00 57.0
## 1433 0 43 2 75.0 89.0 165.00 92.00 68.00 57.0
## 1434 0 41 2 74.0 112.0 166.00 103.00 61.00 76.0
## 1435 0 47 2 77.0 143.0 220.00 154.00 56.00 74.0
## 1436 0 33 2 70.0 91.0 158.00 100.00 54.00 74.0
## 1437 0 48 2 88.0 114.0 231.00 133.00 70.00 82.0
## 1438 0 42 2 80.0 107.0 173.00 124.00 47.00 82.0
## 1439 0 41 2 84.0 103.0 192.00 121.00 76.00 88.0
## 1440 0 44 1 70.0 109.0 185.00 112.00 41.00 89.0
## 1441 0 48 2 75.0 134.0 162.00 104.00 63.00 87.0
## 1442 0 44 2 94.0 114.0 206.00 110.00 84.00 89.0
## 1443 1 41 1 208.0 287.0 265.00 165.00 44.00 80.4
## 1444 0 50 1 99.0 92.0 217.00 125.00 54.00 68.0
## 1445 0 50 1 80.0 116.0 218.00 136.00 63.00 91.0
## 1446 0 47 2 75.0 112.0 230.00 165.00 68.00 70.0
## 1447 0 45 2 98.0 94.0 170.00 115.00 51.00 68.5
## 1448 0 49 2 85.0 81.0 205.00 101.00 79.00 71.0
## 1449 0 43 2 71.0 92.0 172.00 104.00 56.00 82.0
## 1450 0 38 2 81.0 87.0 185.00 129.00 45.00 71.0
## 1451 0 35 2 83.0 120.0 158.00 78.00 63.00 64.0
## 1452 0 37 2 82.0 84.0 210.00 147.00 51.00 103.5
## 1453 0 61 1 73.0 108.0 171.00 116.00 48.00 88.0
## 1454 0 58 2 69.0 85.0 170.00 93.00 69.00 84.0
## 1455 0 58 1 88.0 81.0 222.00 130.00 47.00 93.0
## 1456 0 42 2 76.0 103.0 179.00 117.00 36.00 67.0
## 1457 0 49 2 75.0 106.0 179.00 124.00 60.00 73.0
## 1458 0 34 1 75.0 194.0 234.00 147.00 55.00 96.0
## 1459 0 32 2 74.0 89.0 187.00 123.00 50.00 96.0
## 1460 0 58 1 84.0 105.0 217.00 142.00 37.00 88.0
## 1461 0 56 1 87.0 158.0 258.00 183.00 63.00 66.0
## 1462 0 58 2 82.0 78.0 217.00 148.00 41.00 72.0
## 1463 0 32 2 81.0 156.0 211.00 147.00 58.00 75.0
## 1464 0 29 2 67.0 148.0 215.00 143.00 59.00 100.0
## 1465 0 52 2 87.0 109.0 163.00 87.00 61.00 88.0
## 1466 0 62 1 188.0 259.0 205.00 129.00 55.00 83.0
## 1467 0 44 2 81.0 117.0 170.00 96.00 64.00 88.0
## 1468 0 64 1 88.0 124.0 210.00 160.00 50.00 75.0
## 1469 1 56 2 121.0 180.0 248.00 148.00 59.00 85.0
## 1470 0 56 2 69.0 119.0 141.00 90.00 45.00 78.0
## 1471 0 35 2 72.0 165.0 188.00 111.00 46.00 93.0
## 1472 0 39 2 211.0 484.0 220.00 163.00 43.00 75.0
## 1473 0 36 2 107.0 195.0 169.00 109.00 51.00 61.0
## 1474 1 59 1 179.0 243.0 262.00 181.00 41.00 103.0
## 1475 1 62 1 80.0 182.0 190.00 113.00 41.00 90.5
## 1476 0 41 2 82.0 104.0 163.00 104.00 66.00 81.2
## 1477 0 57 2 80.0 90.0 150.00 95.00 47.00 72.0
## 1478 0 39 2 87.0 119.0 221.00 140.00 58.00 92.0
## 1479 1 29 1 88.0 157.0 182.00 136.00 39.00 103.0
## 1480 0 31 1 85.0 137.0 158.00 104.00 47.00 95.0
## 1481 0 31 2 95.0 103.0 275.00 176.00 62.00 90.0
## 1482 0 25 2 71.0 164.0 158.00 97.00 52.00 72.0
## 1483 0 38 1 125.0 160.0 215.00 154.00 43.00 73.0
## 1484 0 45 2 61.0 130.0 153.00 104.00 60.00 68.0
## 1485 0 41 1 86.0 89.0 193.00 127.00 64.00 73.0
## 1486 0 44 2 93.0 102.0 242.00 156.00 59.00 86.5
## 1487 0 35 2 81.0 99.0 204.00 105.00 76.00 81.2
## 1488 0 45 2 87.0 119.0 189.00 127.00 54.96 90.0
## 1489 0 31 2 135.2 199.9 188.00 113.00 43.00 90.0
## 1490 0 33 2 76.3 76.0 171.00 91.00 69.05 58.0
## 1491 0 38 2 80.0 107.9 160.00 66.74 57.00 78.2
## 1492 0 41 2 85.0 62.0 184.96 127.79 40.00 82.0
## 1493 0 57 1 74.9 118.0 156.84 103.00 50.00 81.0
## 1494 0 44 1 83.0 105.0 212.00 144.00 43.00 88.5
## 1495 0 54 2 87.0 89.6 159.00 85.00 57.67 80.0
## 1496 0 40 2 88.0 105.6 130.00 73.00 58.00 82.8
## 1497 0 28 2 82.0 86.0 174.00 103.00 58.00 86.0
## 1498 0 45 2 72.0 98.0 168.00 105.00 56.00 82.0
## 1499 0 40 2 77.5 100.0 167.00 96.00 48.56 79.5
## 1500 0 41 1 82.8 105.0 152.00 98.00 40.87 89.5
## 1501 0 45 2 86.0 104.0 144.00 88.00 39.78 78.2
## 1502 0 45 2 91.0 141.0 210.00 122.00 40.00 91.5
## 1503 0 39 2 86.0 64.0 132.00 61.00 72.80 81.0
## 1504 0 40 2 84.0 109.0 185.00 112.00 51.00 96.5
## 1505 0 35 1 76.0 105.0 171.00 95.00 67.00 71.0
## 1506 0 32 2 149.0 242.0 219.00 138.00 49.00 86.5
## 1507 0 53 2 81.0 91.0 151.00 104.00 47.00 80.6
## 1508 0 31 2 75.1 93.0 171.60 111.60 62.00 74.0
## 1509 0 25 2 84.5 130.0 202.10 125.70 72.00 70.4
## 1510 0 51 2 86.0 96.0 221.00 1.00 43.00 99.5
## 1511 0 38 2 95.0 124.0 188.70 127.00 58.00 101.0
## 1512 0 37 2 101.0 190.0 270.00 199.00 41.00 98.5
## 1513 0 41 2 74.0 75.0 133.00 80.00 55.00 64.0
## 1514 0 26 2 85.0 141.0 183.00 92.00 83.00 77.5
## 1515 0 52 2 81.0 85.0 186.90 99.00 72.00 69.0
## 1516 0 54 1 88.0 116.0 197.00 116.00 72.00 76.0
## 1517 0 26 2 94.0 66.0 176.00 109.00 59.00 67.6
## 1518 0 49 2 130.0 182.0 197.00 138.00 42.00 73.0
## 1519 0 40 2 95.0 151.0 211.00 119.00 77.00 73.0
## 1520 1 52 2 110.0 210.0 193.00 126.00 47.00 98.5
## 1521 0 32 2 81.0 98.9 187.90 120.00 46.00 75.0
## 1522 0 34 2 89.0 86.0 235.00 135.00 78.00 78.0
## 1523 0 40 2 100.0 171.0 202.00 124.00 52.00 96.0
## 1524 0 42 2 98.7 95.0 190.60 65.00 46.00 82.0
## 1525 0 38 2 90.0 106.0 156.00 100.00 52.00 80.5
## 1526 0 33 2 93.0 126.0 177.00 118.00 45.00 73.0
## 1527 0 40 1 96.0 155.0 192.10 121.30 54.00 87.0
## 1528 0 47 2 96.0 105.0 175.00 89.00 62.00 72.0
## 1529 0 42 1 83.0 107.0 170.90 100.70 48.00 88.0
## 1530 1 45 2 91.0 115.0 199.00 152.00 45.00 86.0
## 1531 0 27 2 90.0 127.0 207.00 118.00 75.00 74.0
## 1532 0 34 1 88.0 80.9 149.00 94.20 41.00 86.5
## 1533 0 32 2 92.0 131.0 193.00 133.00 46.00 84.0
## 1534 0 42 1 84.0 82.0 172.00 118.00 39.00 79.0
## 1535 0 39 2 86.0 86.0 165.00 101.00 50.00 81.3
## 1536 0 47 2 89.0 133.0 195.80 126.50 59.00 87.0
## 1537 0 32 2 85.0 118.0 135.00 91.00 44.00 90.0
## 1538 0 45 2 76.0 115.0 156.00 96.00 49.00 79.0
## 1539 0 32 2 81.0 88.0 157.20 102.70 64.00 81.0
## 1540 0 29 2 87.2 89.0 144.00 90.00 49.00 77.5
## 1541 0 42 2 82.0 100.9 181.90 111.50 59.00 88.5
## 1542 0 33 2 85.0 157.0 160.00 103.00 42.00 96.1
## 1543 0 46 2 101.0 140.0 214.20 117.10 42.00 91.0
## 1544 0 36 2 86.0 130.0 211.00 157.00 43.00 83.0
## 1545 0 47 2 82.0 128.0 192.00 127.00 58.00 81.5
## 1546 0 54 2 89.0 110.0 246.00 162.00 80.00 84.6
## 1547 0 54 2 87.0 116.0 147.00 66.00 68.00 81.0
## 1548 0 44 2 77.5 84.0 158.60 89.00 66.00 76.1
## 1549 0 49 1 172.0 320.0 284.00 201.00 62.00 89.0
## 1550 0 59 2 76.1 103.0 176.00 112.00 52.00 64.0
## 1551 0 35 2 109.0 101.0 244.00 151.00 70.00 81.5
## 1552 0 32 2 91.0 135.0 204.00 145.00 51.00 85.3
## 1553 0 26 2 88.8 129.9 225.00 156.00 53.70 108.0
## 1554 0 33 2 84.7 79.0 131.00 76.00 57.10 71.0
## 1555 0 49 2 91.3 93.0 143.10 84.70 43.00 68.0
## 1556 0 29 2 92.0 96.0 161.00 89.00 63.00 94.7
## 1557 0 33 2 147.0 295.0 157.00 79.00 72.00 78.5
## 1558 0 48 1 85.1 124.0 182.00 124.00 42.00 87.7
## 1559 0 33 2 83.0 103.0 191.00 122.00 57.00 68.3
## 1560 0 50 1 86.0 104.0 217.00 88.00 58.00 76.4
## 1561 0 33 2 78.0 102.0 186.00 139.00 42.00 102.0
## 1562 1 55 2 95.0 133.0 163.00 106.00 37.00 103.0
## 1563 0 26 2 80.7 123.6 140.00 60.10 36.00 84.0
## 1564 0 49 1 90.5 110.4 161.70 93.80 40.50 107.0
## 1565 0 53 2 82.2 96.0 145.90 81.20 73.00 86.0
## 1566 1 55 1 94.0 121.0 216.00 152.00 40.50 66.0
## 1567 0 27 2 78.0 88.0 145.00 78.00 58.00 78.0
## 1568 0 26 2 209.0 289.5 172.00 122.50 53.00 84.0
## 1569 0 25 2 87.7 106.0 138.20 84.90 42.00 89.0
## 1570 0 34 2 107.0 211.0 303.80 218.00 46.00 87.5
## 1571 0 53 2 98.0 150.7 154.00 76.70 53.00 113.5
## 1572 0 33 2 96.7 109.0 171.00 102.00 56.00 94.2
## 1573 0 28 2 93.0 94.0 173.80 113.80 44.00 103.0
## 1574 0 37 2 82.0 90.0 143.00 75.30 69.00 79.0
## 1575 0 36 2 92.0 134.6 234.60 174.30 46.00 84.0
## 1576 0 44 2 154.0 252.0 171.00 104.00 53.00 79.6
## 1577 0 40 2 83.0 104.7 124.00 74.00 41.40 88.5
## 1578 0 28 1 83.0 112.0 110.00 62.00 43.00 78.5
## 1579 0 29 2 83.0 99.0 196.00 125.20 79.00 75.0
## 1580 0 42 2 93.0 118.0 212.00 126.00 73.00 97.0
## 1581 0 42 2 102.0 127.0 117.00 32.00 76.00 61.0
## 1582 0 48 2 94.0 126.0 184.70 126.20 40.00 85.0
## 1583 0 48 2 84.2 83.6 129.00 72.00 61.70 80.0
## 1584 0 27 2 118.6 157.8 172.00 77.00 58.70 79.5
## 1585 0 30 2 83.1 114.0 164.00 70.00 59.00 84.0
## 1586 0 27 2 81.4 100.0 154.00 87.00 53.00 79.0
## 1587 0 31 1 88.0 126.0 210.00 126.00 57.00 87.0
## 1588 0 35 2 81.5 117.0 193.00 111.50 41.00 84.0
## 1589 0 31 2 84.0 93.8 171.70 100.50 68.00 88.0
## 1590 0 45 2 82.5 84.0 175.00 109.00 68.00 73.5
## 1591 0 25 1 90.0 133.0 168.00 51.10 34.20 93.5
## 1592 0 36 2 72.0 119.0 148.00 85.00 55.00 92.0
## 1593 0 32 1 87.0 105.0 158.00 99.00 47.80 78.5
## 1594 0 25 2 86.0 155.0 206.00 149.00 36.00 84.0
## 1595 0 44 2 79.3 105.0 151.00 94.00 47.00 86.0
## 1596 0 25 1 97.0 112.0 154.00 91.20 60.00 69.5
## 1597 0 37 2 83.0 100.0 214.00 140.00 43.00 93.6
## Merokok Lingkar_Perut Target_Hipertensi Nyeri_Dada Riwayat_Keluarga
## 1 4 80.0 0 0 0
## 2 1 89.0 1 1 1
## 3 0 70.6 0 0 0
## 4 2 90.0 1 0 0
## 5 0 57.0 0 0 0
## 6 0 83.0 1 1 1
## 7 4 66.0 0 0 0
## 8 1 75.0 1 0 0
## 9 0 80.0 1 0 0
## 10 3 95.0 1 1 1
## 11 0 74.0 0 0 0
## 12 1 112.0 1 0 0
## 13 0 110.0 1 0 0
## 14 1 66.0 0 0 0
## 15 0 72.0 0 0 0
## 16 2 92.0 0 1 1
## 17 4 73.0 0 0 0
## 18 3 78.0 1 0 0
## 19 0 95.0 0 1 1
## 20 1 90.0 0 0 0
## 21 1 85.0 0 0 0
## 22 4 89.0 0 0 0
## 23 0 82.5 1 0 0
## 24 1 65.0 0 0 0
## 25 0 94.0 1 1 1
## 26 3 69.0 0 0 0
## 27 4 95.0 0 1 1
## 28 2 107.0 1 0 0
## 29 0 97.0 0 1 1
## 30 0 96.0 1 0 0
## 31 1 79.0 1 0 0
## 32 1 75.0 1 0 0
## 33 4 90.4 0 1 1
## 34 0 80.8 1 0 0
## 35 4 75.0 1 0 0
## 36 4 75.0 1 0 0
## 37 0 95.6 1 0 0
## 38 3 59.0 0 1 1
## 39 1 89.5 1 1 1
## 40 0 70.6 0 1 1
## 41 2 60.0 0 0 0
## 42 0 70.8 1 0 0
## 43 2 75.0 1 1 1
## 44 0 86.0 1 0 0
## 45 4 80.0 1 0 0
## 46 0 81.0 1 1 1
## 47 4 86.5 1 0 0
## 48 0 66.5 1 0 0
## 49 0 73.0 0 0 0
## 50 0 74.0 0 0 0
## 51 0 82.5 1 0 0
## 52 1 97.0 1 0 0
## 53 0 84.0 1 0 0
## 54 4 86.0 0 0 0
## 55 4 99.0 1 0 0
## 56 4 71.2 0 0 0
## 57 0 70.6 1 0 0
## 58 4 80.0 0 1 1
## 59 4 71.0 0 0 0
## 60 1 80.0 1 0 0
## 61 4 82.0 0 0 0
## 62 0 72.0 1 0 0
## 63 3 80.0 0 0 0
## 64 1 85.0 0 0 0
## 65 1 80.0 1 0 0
## 66 4 69.0 0 1 1
## 67 0 72.0 0 0 0
## 68 4 80.0 0 0 0
## 69 1 73.0 0 0 0
## 70 0 67.5 1 0 0
## 71 2 85.0 1 0 0
## 72 4 0.0 0 0 0
## 73 4 61.0 0 0 0
## 74 1 80.0 0 1 1
## 75 0 88.0 1 0 0
## 76 1 70.0 0 0 0
## 77 4 66.0 0 0 0
## 78 0 72.5 0 0 0
## 79 4 90.0 0 0 0
## 80 0 86.0 0 0 0
## 81 1 66.0 0 0 0
## 82 1 81.0 0 0 0
## 83 3 0.0 0 0 0
## 84 0 85.0 1 0 0
## 85 1 78.0 0 0 0
## 86 0 67.5 0 0 0
## 87 4 72.8 1 0 0
## 88 0 103.5 1 0 0
## 89 0 75.0 0 0 0
## 90 4 88.0 0 1 1
## 91 0 80.0 1 0 0
## 92 4 63.5 0 1 1
## 93 0 82.0 1 0 0
## 94 4 74.0 0 0 0
## 95 3 76.0 0 1 1
## 96 0 74.5 0 0 0
## 97 0 73.5 1 0 0
## 98 1 86.3 1 0 0
## 99 0 70.0 0 0 0
## 100 4 74.0 0 1 1
## 101 1 84.0 1 1 1
## 102 1 85.0 1 0 0
## 103 4 65.0 1 0 0
## 104 1 80.0 1 0 0
## 105 2 70.0 1 0 0
## 106 1 91.0 0 1 1
## 107 0 79.0 0 0 0
## 108 0 78.0 0 0 0
## 109 1 74.0 1 0 0
## 110 2 98.0 1 0 0
## 111 3 76.0 0 0 0
## 112 4 71.0 0 0 0
## 113 4 75.0 0 0 0
## 114 4 87.0 0 1 1
## 115 0 83.0 1 0 0
## 116 4 83.0 0 0 0
## 117 1 73.0 0 0 0
## 118 1 58.0 1 0 0
## 119 2 74.0 1 0 0
## 120 1 72.0 0 0 0
## 121 1 82.0 0 0 0
## 122 1 74.0 0 0 0
## 123 4 86.0 0 0 0
## 124 1 84.0 1 0 0
## 125 4 78.0 0 1 1
## 126 1 90.0 0 1 1
## 127 4 98.1 1 1 1
## 128 4 70.2 1 1 1
## 129 0 100.0 1 0 0
## 130 1 70.2 1 0 0
## 131 0 76.0 1 0 0
## 132 0 59.0 0 0 0
## 133 4 82.0 0 0 0
## 134 3 69.0 1 0 0
## 135 2 85.0 0 1 1
## 136 1 83.0 0 1 1
## 137 4 67.0 0 0 0
## 138 1 85.0 1 1 1
## 139 4 59.0 0 0 0
## 140 3 68.0 0 0 0
## 141 1 68.0 1 1 1
## 142 0 0.0 0 0 0
## 143 1 75.0 0 0 0
## 144 0 72.0 0 0 0
## 145 0 72.0 1 0 0
## 146 0 88.0 1 0 0
## 147 3 87.0 0 0 0
## 148 4 83.0 0 0 0
## 149 2 87.0 1 0 0
## 150 0 76.0 1 0 0
## 151 1 87.0 1 0 0
## 152 3 80.7 1 0 0
## 153 3 86.0 1 0 0
## 154 1 86.0 1 0 0
## 155 3 70.0 1 0 0
## 156 4 66.6 1 0 0
## 157 3 58.5 1 0 0
## 158 1 88.0 0 0 0
## 159 4 72.0 0 1 1
## 160 0 90.0 0 0 0
## 161 0 85.4 0 0 0
## 162 4 73.0 0 0 0
## 163 4 88.5 0 0 0
## 164 0 73.0 0 0 0
## 165 4 74.0 0 0 0
## 166 1 81.0 0 0 0
## 167 3 84.0 1 0 0
## 168 1 84.0 0 0 0
## 169 0 93.0 0 0 0
## 170 0 64.0 0 0 0
## 171 0 69.4 0 0 0
## 172 1 77.5 1 0 0
## 173 0 79.4 0 0 0
## 174 3 80.3 0 0 0
## 175 0 65.2 1 0 0
## 176 3 72.7 1 0 0
## 177 4 64.8 0 0 0
## 178 0 82.9 0 0 0
## 179 1 69.0 0 0 0
## 180 0 99.8 1 0 0
## 181 0 69.0 0 0 0
## 182 0 79.0 0 0 0
## 183 2 78.6 0 0 0
## 184 2 0.0 0 1 1
## 185 0 74.3 1 0 0
## 186 2 90.0 0 0 0
## 187 4 80.7 0 0 0
## 188 0 80.0 0 0 0
## 189 4 81.2 0 1 1
## 190 1 94.5 0 0 0
## 191 4 104.0 1 1 1
## 192 1 87.1 1 1 1
## 193 1 98.1 1 0 0
## 194 3 61.0 0 0 0
## 195 4 0.0 0 0 0
## 196 0 0.0 1 0 0
## 197 4 63.0 0 1 1
## 198 4 84.0 0 0 0
## 199 0 98.0 1 0 0
## 200 3 84.0 0 0 0
## 201 3 98.2 1 0 0
## 202 0 93.3 1 0 0
## 203 0 87.0 1 1 1
## 204 4 0.0 0 0 0
## 205 0 74.0 1 0 0
## 206 1 98.0 0 0 0
## 207 0 70.0 0 0 0
## 208 4 101.0 1 0 0
## 209 0 72.0 0 0 0
## 210 0 64.0 0 0 0
## 211 4 80.0 1 0 0
## 212 4 102.0 1 0 0
## 213 0 81.0 0 0 0
## 214 0 56.0 0 0 0
## 215 0 81.0 0 0 0
## 216 0 72.0 0 0 0
## 217 4 91.5 0 1 1
## 218 1 78.0 0 0 0
## 219 3 80.5 0 0 0
## 220 0 67.9 0 0 0
## 221 4 70.0 0 0 0
## 222 1 0.0 0 0 0
## 223 0 84.0 1 0 0
## 224 4 0.0 0 0 0
## 225 4 64.0 0 0 0
## 226 0 90.4 1 1 1
## 227 0 64.0 0 0 0
## 228 4 65.0 0 0 0
## 229 3 90.0 0 1 1
## 230 2 76.0 0 0 0
## 231 1 0.0 0 0 0
## 232 2 72.8 0 0 0
## 233 0 0.0 0 0 0
## 234 4 70.0 0 0 0
## 235 0 73.0 0 0 0
## 236 1 65.0 0 0 0
## 237 0 91.0 0 1 1
## 238 4 61.0 0 1 1
## 239 4 65.0 0 0 0
## 240 0 70.1 0 0 0
## 241 1 70.0 1 1 1
## 242 0 67.6 0 1 1
## 243 4 78.0 1 0 0
## 244 1 88.0 0 0 0
## 245 2 90.0 1 1 1
## 246 0 107.0 1 1 1
## 247 0 100.0 1 0 0
## 248 4 82.0 0 0 0
## 249 3 67.0 0 1 1
## 250 0 86.9 1 1 1
## 251 1 74.0 1 1 1
## 252 4 78.9 1 1 1
## 253 4 78.0 0 0 0
## 254 4 68.0 0 0 0
## 255 0 85.0 1 0 0
## 256 4 66.0 1 0 0
## 257 0 74.0 0 0 0
## 258 0 54.0 0 0 0
## 259 4 109.5 1 1 1
## 260 4 80.5 0 0 0
## 261 0 95.5 1 0 0
## 262 4 85.0 0 0 0
## 263 0 98.8 1 1 1
## 264 4 72.0 0 0 0
## 265 0 67.0 0 0 0
## 266 0 74.0 0 0 0
## 267 0 81.0 0 0 0
## 268 3 71.5 0 0 0
## 269 4 70.0 0 1 1
## 270 4 0.0 1 0 0
## 271 0 56.0 0 0 0
## 272 0 61.0 1 0 0
## 273 2 67.5 1 0 0
## 274 1 75.0 0 0 0
## 275 3 74.0 1 1 1
## 276 0 65.5 0 1 1
## 277 4 74.3 0 1 1
## 278 1 71.0 0 0 0
## 279 0 71.0 0 0 0
## 280 4 82.0 1 0 0
## 281 2 70.0 0 0 0
## 282 2 0.0 0 0 0
## 283 4 93.0 1 1 1
## 284 0 87.3 0 1 1
## 285 0 70.0 1 0 0
## 286 0 78.0 1 0 0
## 287 4 70.9 0 0 0
## 288 0 66.9 0 0 0
## 289 4 75.0 0 1 1
## 290 0 60.0 0 0 0
## 291 4 72.0 0 0 0
## 292 1 70.0 1 0 0
## 293 0 81.0 1 0 0
## 294 1 81.0 1 0 0
## 295 0 80.0 0 0 0
## 296 0 77.5 1 0 0
## 297 0 96.0 0 0 0
## 298 4 81.0 0 0 0
## 299 4 64.0 0 0 0
## 300 1 0.0 0 0 0
## 301 4 70.0 0 0 0
## 302 0 71.0 0 0 0
## 303 4 64.0 0 0 0
## 304 0 70.0 0 0 0
## 305 0 76.0 1 0 0
## 306 1 0.0 1 0 0
## 307 0 75.0 0 0 0
## 308 2 100.2 1 1 1
## 309 0 90.0 1 0 0
## 310 3 70.0 0 1 1
## 311 2 78.0 0 0 0
## 312 3 85.0 1 0 0
## 313 4 66.0 0 0 0
## 314 2 0.0 1 0 0
## 315 0 85.0 1 0 0
## 316 0 76.0 0 0 0
## 317 0 130.0 1 1 1
## 318 4 78.0 1 0 0
## 319 0 68.0 0 0 0
## 320 0 93.0 1 0 0
## 321 0 66.0 1 0 0
## 322 0 82.5 1 0 0
## 323 1 74.0 1 1 1
## 324 0 92.3 0 1 1
## 325 4 75.0 0 1 1
## 326 3 67.0 1 1 1
## 327 1 86.7 0 0 0
## 328 4 63.0 0 0 0
## 329 1 69.0 0 0 0
## 330 0 73.0 0 0 0
## 331 0 85.0 1 0 0
## 332 3 60.0 1 0 0
## 333 1 68.0 1 0 0
## 334 1 90.0 1 0 0
## 335 1 80.4 1 0 0
## 336 0 0.0 1 0 0
## 337 0 80.0 1 0 0
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## 1102 0 100.4 1 0 0
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## 1149 0 87.2 1 0 0
## 1150 4 70.7 0 0 0
## 1151 4 67.0 0 0 0
## 1152 0 93.0 0 1 1
## 1153 4 100.8 1 0 0
## 1154 4 80.6 0 0 0
## 1155 4 99.0 0 0 0
## 1156 2 90.1 1 0 0
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## 1159 0 0.0 1 0 0
## 1160 0 80.2 1 0 0
## 1161 4 57.8 1 0 0
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## 1163 0 0.0 1 0 0
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## 1165 2 0.0 0 1 1
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## 1193 1 70.8 1 0 0
## 1194 0 69.0 1 0 0
## 1195 0 70.0 0 0 0
## 1196 2 92.0 1 0 0
## 1197 0 81.0 0 0 0
## 1198 4 101.1 0 0 0
## 1199 2 77.5 0 0 0
## 1200 2 85.0 0 0 0
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## 1203 1 0.0 0 0 0
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## 1205 0 99.0 1 0 0
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## 1214 0 92.0 1 0 0
## 1215 0 70.9 0 0 0
## 1216 0 66.5 0 0 0
## 1217 0 70.1 0 1 1
## 1218 4 80.0 1 0 0
## 1219 0 90.0 0 1 1
## 1220 0 97.5 0 0 0
## 1221 2 97.0 1 0 0
## 1222 2 97.0 1 0 0
## 1223 0 0.0 0 1 1
## 1224 0 97.0 1 0 0
## 1225 1 74.0 0 0 0
## 1226 0 92.8 1 1 1
## 1227 0 80.0 1 0 0
## 1228 0 73.0 0 0 0
## 1229 1 82.0 1 0 0
## 1230 0 88.0 0 1 1
## 1231 4 69.0 0 0 0
## 1232 0 73.2 1 0 0
## 1233 1 68.0 0 0 0
## 1234 4 78.0 0 0 0
## 1235 4 95.0 1 0 0
## 1236 3 88.0 1 0 0
## 1237 4 86.0 1 0 0
## 1238 0 0.0 0 0 0
## 1239 1 70.0 0 0 0
## 1240 0 114.0 1 0 0
## 1241 0 0.0 0 0 0
## 1242 1 79.0 0 1 1
## 1243 2 102.0 1 1 1
## 1244 0 88.0 0 0 0
## 1245 0 89.3 0 0 0
## 1246 4 84.5 0 0 0
## 1247 0 80.3 0 0 0
## 1248 4 103.0 1 1 1
## 1249 0 76.5 0 0 0
## 1250 4 110.0 1 1 1
## 1251 1 98.0 0 1 1
## 1252 2 97.4 1 0 0
## 1253 4 89.0 0 0 0
## 1254 2 89.0 1 0 0
## 1255 0 92.0 0 0 0
## 1256 1 79.0 0 0 0
## 1257 1 72.0 0 0 0
## 1258 1 78.0 0 0 0
## 1259 0 67.0 0 0 0
## 1260 4 85.0 0 0 0
## 1261 1 107.0 0 0 0
## 1262 1 70.4 1 0 0
## 1263 4 75.0 0 0 0
## 1264 4 0.0 1 0 0
## 1265 4 79.0 0 0 0
## 1266 0 81.0 1 0 0
## 1267 1 92.5 1 0 0
## 1268 0 83.5 0 0 0
## 1269 1 63.0 0 1 1
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## 1271 3 70.9 0 0 0
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## 1273 1 80.0 1 0 0
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## 1275 0 69.0 0 0 0
## 1276 0 80.5 0 0 0
## 1277 4 79.5 1 0 0
## 1278 0 71.5 1 0 0
## 1279 0 70.1 0 0 0
## 1280 4 70.6 0 0 0
## 1281 4 70.1 0 0 0
## 1282 0 69.5 0 0 0
## 1283 0 70.9 0 0 0
## 1284 1 88.0 1 0 0
## 1285 0 0.0 0 0 0
## 1286 1 94.0 1 1 1
## 1287 1 73.0 1 1 1
## 1288 1 0.0 1 0 0
## 1289 0 108.0 1 0 0
## 1290 2 87.0 1 0 0
## 1291 1 79.0 0 0 0
## 1292 1 81.0 0 0 0
## 1293 0 70.5 0 0 0
## 1294 2 90.0 1 1 1
## 1295 0 72.5 1 0 0
## 1296 3 78.5 0 0 0
## 1297 0 93.0 1 0 0
## 1298 1 70.1 0 1 1
## 1299 1 75.0 0 0 0
## 1300 0 88.0 1 0 0
## 1301 0 83.0 0 0 0
## 1302 0 75.0 1 0 0
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## 1306 0 72.0 1 0 0
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## 1311 0 88.0 1 0 0
## 1312 1 64.0 0 0 0
## 1313 0 0.0 0 0 0
## 1314 1 75.0 1 0 0
## 1315 4 54.0 0 0 0
## 1316 0 73.0 0 0 0
## 1317 1 67.0 0 0 0
## 1318 1 76.0 0 0 0
## 1319 4 61.0 1 0 0
## 1320 1 79.0 0 0 0
## 1321 4 72.0 0 0 0
## 1322 1 89.0 1 0 0
## 1323 2 104.0 1 0 0
## 1324 0 82.0 1 0 0
## 1325 0 101.0 0 0 0
## 1326 0 76.0 1 0 0
## 1327 4 60.0 0 0 0
## 1328 1 69.0 1 0 0
## 1329 1 79.0 0 0 0
## 1330 0 69.0 0 0 0
## 1331 3 80.7 1 0 0
## 1332 1 80.0 0 0 0
## 1333 0 84.0 1 0 0
## 1334 0 87.0 1 0 0
## 1335 0 79.0 1 0 0
## 1336 2 67.0 0 0 0
## 1337 0 71.0 0 0 0
## 1338 1 100.0 1 0 0
## 1339 4 68.3 0 0 0
## 1340 3 82.0 0 0 0
## 1341 0 68.0 0 0 0
## 1342 0 52.0 0 0 0
## 1343 1 106.5 1 0 0
## 1344 1 60.4 1 0 0
## 1345 1 78.0 1 0 0
## 1346 1 97.5 1 0 0
## 1347 4 61.0 1 0 0
## 1348 0 85.0 1 0 0
## 1349 0 84.0 0 0 0
## 1350 1 75.0 0 0 0
## 1351 2 93.0 1 0 0
## 1352 3 90.0 0 0 0
## 1353 4 74.0 0 0 0
## 1354 1 79.0 0 0 0
## 1355 1 86.0 1 0 0
## 1356 2 113.0 1 0 0
## 1357 1 90.5 1 0 0
## 1358 0 91.2 1 0 0
## 1359 1 80.0 1 0 0
## 1360 4 60.3 1 0 0
## 1361 0 0.0 1 0 0
## 1362 0 96.0 1 0 0
## 1363 0 62.0 0 0 0
## 1364 1 86.0 0 0 0
## 1365 2 92.0 1 0 0
## 1366 1 69.5 1 0 0
## 1367 4 95.0 0 0 0
## 1368 4 77.5 0 0 0
## 1369 3 76.5 0 0 0
## 1370 4 78.0 0 0 0
## 1371 4 91.0 1 0 0
## 1372 1 70.8 1 0 0
## 1373 0 79.0 0 0 0
## 1374 1 85.0 0 0 0
## 1375 2 91.0 1 0 0
## 1376 0 96.0 1 0 0
## 1377 1 73.0 1 0 0
## 1378 1 100.0 0 0 0
## 1379 3 70.9 1 1 1
## 1380 0 80.8 1 0 0
## 1381 4 72.0 1 0 0
## 1382 1 80.0 1 0 0
## 1383 0 80.0 0 0 0
## 1384 0 78.0 1 0 0
## 1385 2 80.4 1 0 0
## 1386 1 80.7 1 0 0
## 1387 0 80.4 0 0 0
## 1388 1 80.4 1 0 0
## 1389 0 100.0 1 0 0
## 1390 1 0.0 0 1 1
## 1391 0 76.0 0 0 0
## 1392 1 90.0 1 0 0
## 1393 0 70.4 1 0 0
## 1394 0 82.0 1 0 0
## 1395 4 79.0 0 0 0
## 1396 4 70.0 0 1 1
## 1397 0 90.0 0 1 1
## 1398 0 72.0 0 0 0
## 1399 1 61.0 0 0 0
## 1400 3 50.8 0 0 0
## 1401 1 67.0 0 0 0
## 1402 0 78.0 0 0 0
## 1403 1 73.0 1 0 0
## 1404 0 78.0 1 0 0
## 1405 0 79.0 1 0 0
## 1406 1 63.0 0 0 0
## 1407 0 70.4 1 0 0
## 1408 0 80.4 0 0 0
## 1409 1 81.0 1 0 0
## 1410 0 83.0 0 0 0
## 1411 0 0.0 1 0 0
## 1412 2 0.0 0 1 1
## 1413 1 60.7 1 0 0
## 1414 1 66.0 1 0 0
## 1415 0 85.0 0 0 0
## 1416 3 76.0 0 0 0
## 1417 4 95.9 0 0 0
## 1418 1 74.0 0 0 0
## 1419 2 93.0 1 1 1
## 1420 0 73.0 0 0 0
## 1421 1 87.0 0 0 0
## 1422 0 82.0 0 0 0
## 1423 0 85.0 1 0 0
## 1424 3 68.0 0 0 0
## 1425 0 84.0 1 0 0
## 1426 0 79.0 0 0 0
## 1427 0 80.0 1 0 0
## 1428 4 92.0 0 0 0
## 1429 3 68.0 0 0 0
## 1430 0 68.0 0 0 0
## 1431 0 86.0 0 0 0
## 1432 0 55.0 1 0 0
## 1433 0 59.5 0 0 0
## 1434 0 75.0 0 0 0
## 1435 0 69.0 0 0 0
## 1436 0 78.0 0 0 0
## 1437 0 83.0 1 0 0
## 1438 0 73.0 1 1 1
## 1439 1 83.0 0 0 0
## 1440 0 67.0 0 0 0
## 1441 0 83.0 1 0 0
## 1442 0 72.0 0 0 0
## 1443 0 82.0 1 0 0
## 1444 4 62.0 1 0 0
## 1445 1 80.0 1 0 0
## 1446 0 66.0 0 0 0
## 1447 2 66.0 0 0 0
## 1448 1 61.0 0 0 0
## 1449 3 73.0 1 0 0
## 1450 4 71.0 0 0 0
## 1451 0 61.0 0 0 0
## 1452 3 93.0 1 0 0
## 1453 1 83.0 1 0 0
## 1454 0 71.0 0 0 0
## 1455 1 88.0 1 0 0
## 1456 4 71.0 0 1 1
## 1457 0 71.0 0 0 0
## 1458 0 0.0 0 0 0
## 1459 1 0.0 1 0 0
## 1460 4 80.0 0 0 0
## 1461 4 58.0 0 0 0
## 1462 4 69.0 1 0 0
## 1463 0 68.0 0 0 0
## 1464 1 98.0 0 0 0
## 1465 0 81.0 0 0 0
## 1466 3 75.0 0 0 0
## 1467 0 70.0 0 1 1
## 1468 1 74.5 1 0 0
## 1469 0 85.0 1 0 0
## 1470 1 71.0 0 0 0
## 1471 1 94.0 1 0 0
## 1472 0 0.0 0 0 0
## 1473 4 63.0 0 0 0
## 1474 2 105.0 1 0 0
## 1475 0 96.0 1 0 0
## 1476 0 79.0 0 0 0
## 1477 0 58.0 1 0 0
## 1478 0 83.0 1 0 0
## 1479 4 103.0 1 0 0
## 1480 0 0.0 0 0 0
## 1481 0 83.0 1 0 0
## 1482 0 65.0 0 0 0
## 1483 4 69.0 0 0 0
## 1484 1 64.0 1 0 0
## 1485 0 76.0 1 0 0
## 1486 4 84.0 0 0 0
## 1487 0 76.0 0 0 0
## 1488 0 86.0 0 0 0
## 1489 0 90.0 0 0 0
## 1490 0 54.0 0 0 0
## 1491 0 80.0 0 1 1
## 1492 4 63.0 0 0 0
## 1493 3 84.0 1 0 0
## 1494 0 89.0 1 0 0
## 1495 0 73.0 0 0 0
## 1496 0 79.3 0 0 0
## 1497 4 82.5 1 0 0
## 1498 3 78.0 0 0 0
## 1499 1 78.2 0 0 0
## 1500 4 84.0 1 0 0
## 1501 1 76.0 0 0 0
## 1502 1 85.1 1 1 1
## 1503 1 78.0 0 0 0
## 1504 1 82.0 1 0 0
## 1505 1 64.5 1 1 1
## 1506 1 90.0 1 0 0
## 1507 1 78.8 0 0 0
## 1508 0 72.0 0 0 0
## 1509 0 74.0 1 0 0
## 1510 0 97.1 0 0 0
## 1511 0 96.0 1 0 0
## 1512 0 86.0 1 1 1
## 1513 0 63.5 0 0 0
## 1514 1 80.0 1 0 0
## 1515 0 69.0 0 0 0
## 1516 1 73.3 0 0 0
## 1517 0 63.0 1 0 0
## 1518 2 66.0 1 0 0
## 1519 0 67.0 1 0 0
## 1520 2 101.5 1 0 0
## 1521 3 75.5 0 0 0
## 1522 0 79.0 0 0 0
## 1523 0 94.5 1 0 0
## 1524 1 81.0 0 1 1
## 1525 0 51.5 1 0 0
## 1526 1 71.0 0 0 0
## 1527 0 85.0 1 0 0
## 1528 0 74.5 1 0 0
## 1529 0 83.0 1 0 0
## 1530 4 87.3 0 1 1
## 1531 0 70.2 1 0 0
## 1532 4 84.5 0 0 0
## 1533 3 80.5 0 0 0
## 1534 4 75.0 0 0 0
## 1535 4 79.0 1 0 0
## 1536 1 86.7 1 0 0
## 1537 1 90.0 1 0 0
## 1538 0 80.5 0 0 0
## 1539 1 81.8 0 0 0
## 1540 2 76.0 1 0 0
## 1541 0 88.0 1 0 0
## 1542 0 84.5 0 0 0
## 1543 4 88.0 0 0 0
## 1544 4 0.0 1 0 0
## 1545 0 80.0 0 0 0
## 1546 0 70.0 1 0 0
## 1547 0 73.0 0 0 0
## 1548 0 69.0 0 0 0
## 1549 1 81.0 1 0 0
## 1550 0 64.0 0 1 1
## 1551 1 79.0 1 0 0
## 1552 1 81.0 0 0 0
## 1553 1 107.0 1 0 0
## 1554 3 73.0 0 0 0
## 1555 4 67.0 0 0 0
## 1556 0 89.0 1 0 0
## 1557 0 75.5 1 0 0
## 1558 1 87.0 1 0 0
## 1559 4 68.0 0 0 0
## 1560 3 74.0 0 0 0
## 1561 1 97.0 0 0 0
## 1562 0 98.0 1 0 0
## 1563 0 78.0 0 0 0
## 1564 3 104.0 1 0 0
## 1565 1 80.0 1 0 0
## 1566 4 66.0 1 1 1
## 1567 1 74.0 1 0 0
## 1568 4 86.0 1 0 0
## 1569 1 89.0 1 0 0
## 1570 0 90.0 1 0 0
## 1571 1 106.0 0 0 0
## 1572 2 89.0 1 0 0
## 1573 1 100.0 1 0 0
## 1574 1 78.0 0 0 0
## 1575 1 0.0 1 0 0
## 1576 0 78.0 0 0 0
## 1577 0 79.9 1 0 0
## 1578 0 78.0 1 0 0
## 1579 0 70.4 0 0 0
## 1580 0 83.0 0 0 0
## 1581 0 59.0 0 1 1
## 1582 0 86.0 1 0 0
## 1583 0 70.6 0 0 0
## 1584 1 87.5 1 0 0
## 1585 0 80.0 0 0 0
## 1586 1 71.0 0 0 0
## 1587 1 81.0 0 0 0
## 1588 4 83.0 0 0 0
## 1589 0 82.0 1 0 0
## 1590 1 71.0 0 0 0
## 1591 0 86.5 0 0 0
## 1592 3 83.0 1 0 0
## 1593 1 71.5 1 0 0
## 1594 4 83.0 0 0 0
## 1595 0 84.5 0 0 0
## 1596 0 60.0 0 0 0
## 1597 4 89.0 0 0 0
## IMT Sistolik Diastolik
## 1 22.92000 86 57
## 2 32.76444 126 69
## 3 21.75547 84 60
## 4 33.24470 110 79
## 5 18.76525 109 78
## 6 25.91513 106 62
## 7 19.81405 76 60
## 8 24.63000 97 60
## 9 25.65263 112 70
## 10 31.02944 143 102
## 11 25.10000 113 60
## 12 37.53049 120 75
## 13 29.89969 183 120
## 14 20.57910 90 60
## 15 19.35133 100 71
## 16 23.20917 140 88
## 17 19.38000 125 80
## 18 22.67574 114 71
## 19 26.26000 121 90
## 20 27.29322 113 70
## 21 29.96433 100 62
## 22 24.69041 176 106
## 23 26.08625 105 70
## 24 20.86219 75 62
## 25 27.42220 153 89
## 26 20.28480 94 51
## 27 28.23342 110 75
## 28 28.84469 224 138
## 29 29.98909 156 95
## 30 44.37798 136 75
## 31 23.60128 98 60
## 32 23.19720 105 69
## 33 21.04000 131 85
## 34 20.62971 103 65
## 35 26.81359 128 70
## 36 24.45606 115 67
## 37 31.55000 118 72
## 38 20.26936 90 60
## 39 30.12048 108 64
## 40 19.90997 90 54
## 41 19.23438 95 62
## 42 22.78988 107 76
## 43 21.33821 125 68
## 44 30.68771 129 85
## 45 25.27347 110 70
## 46 25.73993 96 69
## 47 30.11940 102 62
## 48 23.30559 192 117
## 49 21.20000 85 61
## 50 24.00000 120 92
## 51 26.63496 108 67
## 52 29.79000 113 78
## 53 29.64672 113 69
## 54 22.97009 126 82
## 55 28.98460 143 93
## 56 19.39646 95 67
## 57 20.39542 113 74
## 58 25.10905 100 68
## 59 23.39761 98 60
## 60 24.00000 116 74
## 61 23.79536 113 67
## 62 18.85882 118 69
## 63 23.71184 106 70
## 64 23.71184 90 72
## 65 26.32035 120 76
## 66 17.64706 95 66
## 67 21.49029 114 68
## 68 24.23823 100 70
## 69 22.43000 98 61
## 70 24.14152 118 80
## 71 26.93572 98 66
## 72 33.71000 107 69
## 73 17.18767 86 46
## 74 20.84350 99 66
## 75 28.30385 111 69
## 76 23.26596 101 63
## 77 21.62000 90 65
## 78 22.76944 82 61
## 79 25.46806 101 70
## 80 21.26280 94 58
## 81 18.84300 96 65
## 82 28.69120 99 59
## 83 21.02542 107 69
## 84 28.42872 97 65
## 85 26.27135 101 64
## 86 20.36189 90 54
## 87 23.24459 111 65
## 88 31.55556 226 114
## 89 22.21368 106 67
## 90 24.81955 101 62
## 91 24.51460 126 80
## 92 17.21109 94 54
## 93 29.22727 118 75
## 94 21.09375 109 66
## 95 23.35320 99 54
## 96 24.66470 99 70
## 97 25.65066 98 66
## 98 25.12000 146 87
## 99 19.73783 97 66
## 100 19.19390 125 80
## 101 22.46170 100 70
## 102 27.41936 107 75
## 103 17.85590 142 82
## 104 21.48000 86 63
## 105 25.15315 112 80
## 106 31.53011 103 67
## 107 27.92667 96 58
## 108 24.53330 92 52
## 109 27.20961 142 86
## 110 29.70984 149 99
## 111 24.55775 93 64
## 112 20.56933 103 58
## 113 20.43003 97 62
## 114 25.76571 158 74
## 115 25.75000 139 79
## 116 26.73648 103 66
## 117 23.37258 96 56
## 118 15.46920 102 63
## 119 20.40883 108 74
## 120 21.67126 102 59
## 121 22.25078 100 66
## 122 26.02264 87 58
## 123 22.03173 136 78
## 124 26.63270 104 71
## 125 21.59780 100 61
## 126 27.65755 87 62
## 127 28.82338 147 100
## 128 22.40143 90 62
## 129 37.04493 110 74
## 130 20.48248 91 55
## 131 22.99000 110 71
## 132 18.24760 98 54
## 133 22.11000 94 54
## 134 21.44531 102 68
## 135 27.41674 91 62
## 136 25.90998 87 56
## 137 21.40375 102 63
## 138 29.94638 142 82
## 139 18.36062 108 63
## 140 17.16664 96 59
## 141 21.08684 111 81
## 142 24.00000 107 69
## 143 23.46245 102 70
## 144 22.90951 88 57
## 145 27.40766 102 70
## 146 32.63166 120 77
## 147 33.69090 109 77
## 148 25.67697 92 60
## 149 26.91592 108 50
## 150 24.71607 114 73
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## 1557 23.12000 106 72
## 1558 29.08000 127 87
## 1559 19.20846 103 62
## 1560 20.61754 103 71
## 1561 31.18000 108 66
## 1562 30.88000 176 98
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## 1570 32.08780 118 86
## 1571 38.82807 94 66
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## 1575 28.44230 123 74
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## 1590 20.61574 100 60
## 1591 32.33162 102 74
## 1592 27.93422 111 72
## 1593 24.00000 124 88
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## 1595 25.34188 107 63
## 1596 19.99630 97 60
## 1597 29.41616 102 64
table(train_dt$Target_PJK)
##
## 0 1
## 3398 331
table(test_dt$Target_PJK)
##
## 0 1
## 1456 141
Balancing Data
Smote
library(UBL)
## Warning: package 'UBL' was built under R version 4.2.3
## Loading required package: MBA
## Warning: package 'MBA' was built under R version 4.2.3
## Loading required package: gstat
## Warning: package 'gstat' was built under R version 4.2.3
## Loading required package: automap
## Warning: package 'automap' was built under R version 4.2.3
## Loading required package: sp
## Warning: package 'sp' was built under R version 4.2.3
## Loading required package: randomForest
## Warning: package 'randomForest' was built under R version 4.2.3
## randomForest 4.7-1.1
## Type rfNews() to see new features/changes/bug fixes.
##
## Attaching package: 'randomForest'
## The following object is masked from 'package:ggplot2':
##
## margin
## The following object is masked from 'package:dplyr':
##
## combine
set.seed(123)
smote_reglog <- SmoteClassif(form = Target_PJK ~ ., dat = train_dt, C.perc = list("1"=1500/331,"0"=1500/3398), dist = "HVDM")
prop_table <- prop.table(table(smote_reglog$Target_PJK))
print(prop_table)
##
## 0 1
## 0.5 0.5
table(smote_reglog$Target_PJK)
##
## 0 1
## 1500 1500
ROSE
library(ROSE)
## Warning: package 'ROSE' was built under R version 4.2.3
## Loaded ROSE 0.0-4
oversampling_reglog <- ROSE(Target_PJK ~ ., data = train_dt, seed = 123)$data
# Compute class proportions
prop_table <- prop.table(table(oversampling_reglog$Target_PJK))
print(prop_table)
##
## 0 1
## 0.5028158 0.4971842
table(oversampling_reglog$Target_PJK)
##
## 0 1
## 1875 1854
Undersampling
undersampled_reglog <- ovun.sample(Target_PJK ~ ., data = train_dt, method = "under")$data
# Melihat data yang telah diundersampling
print(undersampled_reglog)
## Target_PJK Age Sex GD_Puasa GD_PP Kolestrol LDL HDL Lipoprotein
## 1 0 28 2 88.9 147.7 175.00 100.00 56.00 89.0
## 2 0 30 1 86.0 116.0 224.00 147.00 58.00 64.0
## 3 0 30 2 86.0 86.0 188.00 127.00 46.00 70.0
## 4 0 64 1 81.0 113.0 292.00 198.00 55.00 80.5
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## 330 0 41 1 82.0 92.0 254.00 42.00 62.00 80.0
## 331 0 37 2 70.0 99.0 174.00 111.00 62.00 77.0
## 332 0 57 1 79.0 94.0 139.00 85.00 68.60 80.0
## 333 0 64 1 89.0 101.0 163.00 104.00 39.00 90.8
## 334 0 55 2 70.0 65.0 185.00 122.00 54.00 80.0
## 335 0 46 2 88.0 135.0 201.00 139.00 60.00 68.0
## 336 0 50 2 146.0 327.0 225.00 120.00 74.00 82.0
## 337 0 45 2 125.0 286.0 205.00 127.00 28.00 100.0
## 338 0 58 1 74.5 92.1 128.00 115.00 54.00 70.1
## 339 0 49 1 71.0 92.0 78.00 49.00 26.00 90.2
## 340 0 48 2 88.0 124.0 209.00 126.00 55.00 83.0
## 341 0 40 2 89.3 107.0 152.00 100.20 51.20 72.2
## 342 0 56 2 65.0 127.0 221.00 166.00 46.00 86.5
## 343 0 36 2 66.0 112.0 188.00 123.00 50.00 71.0
## 344 0 46 2 82.0 96.0 167.00 92.90 67.00 66.0
## 345 0 29 1 80.0 97.0 185.00 98.00 43.00 85.0
## 346 0 60 2 96.0 110.0 175.00 125.00 55.00 70.6
## 347 0 54 2 69.5 85.2 185.00 123.00 49.00 76.0
## 348 0 61 2 79.0 113.0 238.00 109.00 36.00 86.5
## 349 0 49 1 82.0 94.3 123.00 66.00 54.00 76.0
## 350 0 58 2 73.0 82.0 145.00 100.10 47.00 83.0
## 351 0 52 1 77.0 90.9 145.00 85.70 58.00 64.0
## 352 0 44 1 66.0 126.0 133.00 69.00 64.00 68.0
## 353 0 45 1 74.0 124.0 157.00 102.00 49.00 76.0
## 354 0 54 2 74.0 54.0 144.00 76.00 50.00 83.0
## 355 0 50 2 87.0 104.0 161.00 104.00 46.00 81.0
## 356 0 49 1 72.0 81.0 165.00 99.00 66.40 74.0
## 357 0 33 2 83.0 139.0 178.00 116.00 50.00 80.0
## 358 0 43 1 80.0 96.0 160.00 101.00 46.00 84.0
## 359 0 41 2 90.0 97.0 189.30 94.60 73.90 80.5
## 360 0 50 1 90.0 107.0 173.00 102.00 63.30 82.0
## 361 0 60 1 129.0 160.0 206.00 123.90 63.00 93.0
## 362 0 32 1 88.0 148.0 275.00 161.00 41.00 93.0
## 363 0 30 2 76.0 96.0 201.00 136.00 32.00 85.0
## 364 1 48 1 116.0 221.0 247.00 145.00 76.00 89.0
## 365 1 49 2 84.0 107.0 194.00 128.00 45.00 79.0
## 366 1 52 1 108.0 266.0 244.00 150.00 35.00 94.0
## 367 1 58 1 142.0 297.0 228.00 147.00 38.00 100.0
## 368 1 34 1 104.0 161.0 221.00 160.00 45.00 94.5
## 369 1 46 2 100.0 146.0 218.00 157.00 46.00 87.6
## 370 1 51 2 104.0 109.0 214.00 92.00 61.00 88.0
## 371 1 46 2 88.0 168.0 192.00 136.00 40.00 99.2
## 372 1 51 2 97.0 115.0 250.70 156.40 61.00 80.0
## 373 1 28 1 105.0 171.0 209.00 133.00 35.00 96.5
## 374 1 44 2 138.0 139.0 253.60 169.00 35.00 89.5
## 375 1 64 1 90.0 128.0 192.70 115.80 54.00 71.6
## 376 1 57 2 126.0 179.0 196.00 129.00 41.00 99.0
## 377 1 31 1 265.0 374.0 291.40 188.30 38.00 108.5
## 378 1 42 2 209.0 280.0 241.00 169.00 29.00 97.0
## 379 1 49 2 96.0 163.0 191.00 131.00 34.00 91.0
## 380 1 28 2 101.0 113.0 220.00 140.00 54.00 81.0
## 381 1 60 2 90.0 121.0 259.00 173.00 51.00 89.0
## 382 1 51 2 87.0 171.0 197.00 124.00 55.00 92.0
## 383 1 60 1 92.0 152.0 173.00 120.00 28.00 88.0
## 384 1 64 2 73.0 169.0 121.00 78.00 30.00 93.0
## 385 1 41 2 94.0 168.0 256.00 186.00 39.00 87.5
## 386 1 47 2 105.0 209.0 233.00 160.00 36.00 94.0
## 387 1 61 2 155.0 213.0 229.00 144.00 54.00 103.7
## 388 1 63 1 81.0 123.0 192.00 122.00 47.00 91.0
## 389 1 45 1 107.0 193.0 145.00 69.00 44.40 96.5
## 390 1 57 1 113.0 228.0 178.00 107.00 39.00 93.0
## 391 1 25 2 241.0 281.9 268.00 189.80 34.00 120.0
## 392 1 50 2 81.0 130.0 276.00 192.00 56.00 82.0
## 393 1 38 2 149.0 227.0 189.00 106.00 53.00 110.0
## 394 1 53 1 115.0 162.0 204.00 132.00 47.00 101.5
## 395 1 29 1 149.0 159.0 232.00 170.00 38.00 117.0
## 396 1 45 2 97.0 157.0 193.00 103.00 57.00 80.0
## 397 1 43 2 92.0 237.0 236.00 167.00 39.00 87.6
## 398 1 41 1 248.0 330.0 278.00 186.00 33.00 105.0
## 399 1 53 2 113.0 123.0 181.00 110.00 54.00 80.0
## 400 1 50 1 108.0 159.0 199.20 126.00 43.00 86.0
## 401 1 52 1 128.0 166.0 228.00 143.70 54.00 93.0
## 402 1 31 1 79.0 161.0 210.00 129.00 64.00 76.0
## 403 1 37 2 106.0 125.0 227.00 161.00 53.00 90.0
## 404 1 43 1 91.0 150.0 259.00 196.00 47.00 80.0
## 405 1 51 1 110.0 134.0 190.00 96.00 66.00 95.0
## 406 1 36 2 93.0 150.0 208.00 133.00 53.00 89.5
## 407 1 27 1 118.0 124.0 227.00 160.00 39.00 82.0
## 408 1 25 2 94.0 203.0 200.00 130.00 57.00 88.0
## 409 1 57 2 294.0 383.0 231.00 155.00 31.00 108.0
## 410 1 36 1 100.0 174.0 281.00 206.00 52.00 84.0
## 411 1 47 1 248.0 327.0 305.00 161.00 31.20 91.5
## 412 1 30 1 86.0 128.0 220.00 127.00 70.00 90.9
## 413 1 40 2 98.0 203.0 212.00 160.00 15.50 90.1
## 414 1 45 2 93.0 94.0 235.00 176.00 49.00 96.0
## 415 1 59 1 100.1 133.0 203.00 127.00 52.00 95.2
## 416 1 61 1 94.0 165.0 197.00 135.00 57.00 66.0
## 417 1 55 2 101.0 147.0 238.00 164.00 40.00 111.0
## 418 1 38 1 127.0 296.6 174.00 110.00 42.00 99.5
## 419 1 41 2 113.0 128.0 240.00 175.00 36.00 89.0
## 420 1 27 1 96.0 160.3 221.00 142.00 42.90 87.5
## 421 1 30 1 89.0 106.3 161.00 110.00 34.00 105.0
## 422 1 38 2 91.2 134.0 277.90 198.30 39.00 90.0
## 423 1 46 2 96.0 109.0 226.00 145.00 46.00 98.0
## 424 1 37 1 93.0 161.0 225.50 148.90 51.00 78.0
## 425 1 52 2 82.0 130.0 221.00 126.00 51.00 70.0
## 426 1 41 1 114.0 120.0 198.80 104.00 54.00 82.0
## 427 1 50 2 88.0 103.0 200.00 140.00 34.00 75.0
## 428 1 58 1 239.0 373.0 226.00 157.00 50.00 94.0
## 429 1 45 2 135.0 164.0 245.80 170.00 31.00 90.0
## 430 1 58 1 99.0 174.0 305.00 221.00 44.00 93.0
## 431 1 31 2 103.0 111.0 306.00 231.00 61.00 71.0
## 432 1 48 2 84.0 150.0 217.00 158.00 36.00 88.0
## 433 1 40 1 247.0 507.0 287.00 207.00 35.00 126.0
## 434 1 35 1 94.0 165.2 190.00 134.00 38.00 121.0
## 435 1 43 1 85.0 118.0 229.10 132.00 44.00 78.0
## 436 1 41 2 104.0 145.0 212.10 120.80 48.00 87.0
## 437 1 28 2 91.0 166.0 191.20 110.70 46.00 75.0
## 438 1 48 2 284.0 529.0 268.00 161.40 48.00 100.0
## 439 1 32 2 83.0 124.0 218.00 151.00 58.00 78.0
## 440 1 38 2 337.0 420.0 273.00 199.00 32.00 95.0
## 441 1 61 1 94.0 168.0 221.00 141.00 50.00 108.2
## 442 1 31 2 90.0 112.0 231.70 139.00 46.00 94.0
## 443 1 50 2 125.0 287.6 220.00 148.00 38.00 110.0
## 444 1 51 2 93.0 129.0 244.00 168.00 38.00 82.0
## 445 1 36 2 81.0 146.0 246.00 196.00 40.00 86.0
## 446 1 38 1 104.0 115.0 184.00 113.00 47.00 96.0
## 447 1 43 2 128.0 135.0 275.70 177.50 50.00 104.5
## 448 1 26 2 295.0 428.0 218.00 152.00 33.00 90.2
## 449 1 59 1 109.0 150.0 196.00 118.00 50.00 93.0
## 450 1 38 2 94.0 131.0 215.00 147.00 60.00 76.0
## 451 1 35 1 144.0 281.9 206.00 152.00 43.00 105.0
## 452 1 30 2 142.0 300.0 212.00 170.00 31.00 118.0
## 453 1 26 2 295.0 343.0 243.00 170.00 35.00 114.0
## 454 1 33 1 103.0 150.0 235.00 156.00 72.00 83.5
## 455 1 27 1 87.0 102.0 187.00 139.00 43.00 70.7
## 456 1 39 1 310.0 356.0 316.00 211.00 61.00 92.0
## 457 1 57 1 95.0 180.0 258.00 214.00 43.00 102.0
## 458 1 28 1 227.1 377.0 212.00 144.00 44.50 95.0
## 459 1 48 2 91.0 173.0 191.00 118.00 41.00 78.0
## 460 1 37 1 90.0 127.0 225.00 145.00 58.00 86.5
## 461 1 48 2 201.0 245.0 280.00 194.00 44.00 80.1
## 462 1 28 1 281.0 412.0 232.00 161.00 41.00 97.0
## 463 1 26 1 95.0 123.0 187.00 118.00 35.00 82.0
## 464 1 33 1 94.0 162.7 244.00 157.00 49.00 103.0
## 465 1 51 2 295.0 373.0 189.60 136.70 40.00 101.0
## 466 1 43 2 294.0 556.0 163.00 114.00 37.00 98.0
## 467 1 36 2 318.2 399.0 268.00 168.00 42.00 96.0
## 468 1 31 2 135.0 168.0 186.00 135.00 38.00 91.0
## 469 1 33 1 110.0 155.0 325.00 239.00 43.00 101.5
## 470 1 39 2 107.0 143.0 235.00 94.00 31.00 85.5
## 471 1 30 1 88.6 133.0 177.00 101.00 50.00 106.1
## 472 1 29 1 132.0 322.0 91.00 32.00 47.00 90.6
## 473 1 27 2 98.0 148.0 230.00 163.00 55.00 90.2
## 474 1 58 1 93.0 116.5 269.00 191.00 39.57 75.2
## 475 1 39 1 103.0 139.9 185.59 103.00 26.88 90.5
## 476 1 48 2 90.9 114.0 186.00 125.00 36.00 95.0
## 477 1 31 2 105.0 153.0 304.00 230.00 37.62 96.0
## 478 1 45 2 98.0 168.0 228.00 146.00 50.00 66.0
## 479 1 54 2 101.0 126.0 239.00 160.00 52.00 70.5
## 480 1 52 2 128.0 225.0 212.00 140.00 37.00 87.0
## 481 1 26 1 104.0 154.0 196.00 113.00 58.00 93.0
## 482 1 61 1 74.0 107.0 202.00 142.00 41.00 82.0
## 483 1 38 2 91.0 138.0 212.00 126.00 50.00 87.0
## 484 1 38 2 100.0 155.0 219.00 151.00 45.00 98.0
## 485 1 42 1 139.0 263.0 224.00 138.00 51.00 91.1
## 486 1 57 2 110.0 183.0 227.00 168.00 45.00 93.0
## 487 1 51 2 96.0 138.0 214.00 135.00 41.00 104.0
## 488 1 49 2 101.0 127.0 259.00 148.00 61.00 101.0
## 489 1 38 2 93.0 152.0 242.00 125.00 37.00 97.7
## 490 1 56 2 131.0 287.0 255.00 179.00 49.00 108.0
## 491 1 50 2 377.0 452.0 333.00 192.00 47.00 89.0
## 492 1 45 1 123.0 163.0 146.00 63.00 30.00 89.5
## 493 1 41 2 95.0 161.0 298.00 213.00 44.00 93.5
## 494 1 52 2 365.0 484.0 282.00 177.00 36.00 88.5
## 495 1 52 1 100.0 124.0 252.00 186.00 47.00 93.0
## 496 1 54 2 393.0 653.0 300.00 172.00 39.00 90.0
## 497 1 45 2 103.0 134.0 238.00 143.00 75.00 78.0
## 498 1 34 2 194.0 273.0 209.00 123.00 49.00 117.5
## 499 1 44 2 103.0 136.0 263.00 191.00 48.00 102.0
## 500 1 40 2 94.0 151.0 192.00 135.00 45.00 98.0
## 501 1 33 2 153.0 281.0 258.00 127.00 79.00 169.0
## 502 1 57 2 79.0 132.0 170.00 109.00 52.00 66.5
## 503 1 49 2 157.0 335.0 184.00 117.00 41.00 97.0
## 504 1 52 2 91.0 138.0 241.00 161.00 50.00 89.4
## 505 1 48 1 114.0 218.0 293.00 240.00 44.00 115.5
## 506 1 49 1 95.0 185.0 237.00 189.00 39.00 87.0
## 507 1 38 2 145.0 238.0 200.00 125.00 38.00 100.0
## 508 1 55 2 102.0 152.0 235.00 166.00 35.00 101.0
## 509 1 47 1 130.0 359.0 246.00 157.00 57.00 86.0
## 510 1 50 2 153.0 167.0 264.00 160.00 43.00 96.0
## 511 1 62 1 94.0 172.0 145.00 70.00 47.00 78.0
## 512 1 35 1 109.0 202.0 136.00 62.00 50.00 103.0
## 513 1 47 1 97.0 205.0 239.00 148.00 43.00 85.5
## 514 1 40 2 83.0 107.0 189.00 180.00 54.00 80.0
## 515 1 49 2 205.0 468.0 329.00 134.00 36.00 85.0
## 516 1 55 2 102.0 174.0 204.00 144.00 31.00 119.0
## 517 1 42 2 89.0 103.0 240.00 176.00 50.00 73.0
## 518 1 42 2 85.0 141.0 270.00 176.00 41.00 104.0
## 519 1 46 1 92.0 125.0 252.00 146.00 66.00 97.0
## 520 1 57 1 138.0 274.0 267.00 179.00 57.00 91.0
## 521 1 54 2 101.0 138.0 137.00 120.00 54.00 80.7
## 522 1 56 1 80.0 251.0 204.00 125.00 42.00 82.5
## 523 1 45 2 89.0 162.0 190.00 116.00 44.00 93.0
## 524 1 46 2 93.0 136.0 221.00 151.00 48.00 92.0
## 525 1 57 2 101.0 244.0 212.00 132.00 34.00 93.0
## 526 1 40 2 367.0 496.0 220.00 159.00 40.00 102.0
## 527 1 49 2 91.0 161.0 214.00 121.00 54.00 96.0
## 528 1 26 2 99.0 203.0 224.00 155.00 34.00 94.0
## 529 1 35 2 87.0 164.0 220.00 128.00 23.00 98.0
## 530 1 49 2 86.0 162.0 183.00 117.00 41.00 99.0
## 531 1 38 2 96.0 129.0 181.00 93.00 69.00 65.0
## 532 1 44 2 100.0 162.0 298.00 208.00 60.00 85.0
## 533 1 53 2 89.0 127.0 223.00 142.00 42.00 82.0
## 534 1 34 1 94.0 164.0 208.00 184.00 44.00 106.0
## 535 1 33 1 107.0 198.0 228.00 146.00 55.00 79.0
## 536 1 33 2 94.0 159.0 251.00 189.00 42.00 103.5
## 537 1 59 2 91.0 149.0 187.00 127.00 70.00 75.0
## 538 1 35 1 198.0 315.0 205.00 120.00 41.00 100.0
## 539 1 48 2 99.0 151.0 236.00 211.00 56.00 103.0
## 540 1 40 1 90.0 93.0 216.00 130.00 62.00 83.0
## 541 1 37 2 98.0 144.0 217.00 146.00 50.00 85.0
## 542 1 38 2 101.0 139.0 266.00 190.00 45.00 96.6
## 543 1 38 2 96.0 145.0 228.00 166.00 40.00 81.0
## 544 1 35 2 109.0 232.0 236.00 165.00 50.00 74.5
## 545 1 30 2 120.0 211.0 214.00 143.00 54.00 104.0
## 546 1 60 2 99.0 151.0 200.00 114.00 55.00 96.0
## 547 1 32 2 149.0 316.0 249.00 203.00 38.00 92.0
## 548 1 38 2 96.0 126.0 239.00 170.00 50.00 93.0
## 549 1 62 1 110.0 147.0 255.00 269.00 52.00 89.0
## 550 1 38 2 99.0 151.0 211.00 116.00 69.00 73.0
## 551 1 49 2 99.0 182.0 275.00 242.00 44.00 94.0
## 552 1 35 2 95.0 137.0 244.00 173.00 39.00 98.0
## 553 1 45 1 129.0 245.0 260.00 191.00 36.00 114.0
## 554 1 48 2 89.0 106.0 182.00 103.00 58.00 62.0
## 555 1 33 2 93.0 127.0 185.00 124.00 52.00 79.0
## 556 1 46 2 98.0 145.0 215.00 205.00 39.00 111.0
## 557 1 49 2 98.0 135.0 283.00 266.00 60.00 99.0
## 558 1 47 2 110.0 196.0 225.00 144.00 44.00 96.5
## 559 1 63 2 98.0 176.0 185.00 113.00 42.00 76.0
## 560 1 41 2 91.0 151.0 254.00 162.00 64.00 83.5
## 561 1 27 2 118.0 209.0 220.00 138.00 69.00 84.3
## 562 1 27 2 116.0 161.0 174.00 111.00 51.00 84.0
## 563 1 36 2 117.0 166.0 265.00 201.00 41.00 88.0
## 564 1 53 2 100.0 116.0 333.00 214.00 39.00 107.0
## 565 1 30 2 95.0 197.0 275.00 255.00 43.00 87.0
## 566 1 26 2 87.0 222.0 156.00 73.00 10.00 88.0
## 567 1 52 2 324.0 382.0 210.00 157.00 45.00 83.0
## 568 1 42 2 292.0 513.0 303.00 236.00 47.00 91.0
## 569 1 44 2 117.0 261.0 274.00 222.00 38.00 91.0
## 570 1 44 1 100.0 133.0 267.00 225.00 45.00 95.0
## 571 1 48 1 341.0 459.0 211.00 141.00 54.00 112.8
## 572 1 42 2 85.0 100.0 223.00 164.00 48.00 81.0
## 573 1 49 1 91.0 96.0 250.00 183.00 49.00 105.0
## 574 1 60 1 102.0 146.0 315.00 287.00 39.00 101.0
## 575 1 43 2 89.0 113.0 233.00 177.00 37.00 91.0
## 576 1 53 1 101.0 169.0 336.00 229.00 49.00 87.0
## 577 1 37 2 92.0 156.0 202.00 113.00 46.00 84.0
## 578 1 36 2 85.0 202.0 294.00 252.00 48.00 93.0
## 579 1 49 2 97.0 179.0 202.00 159.00 45.00 107.5
## 580 1 28 2 88.0 173.0 380.00 278.00 51.00 98.0
## 581 1 53 2 107.0 124.0 280.00 207.00 57.00 87.6
## 582 1 62 1 100.0 185.0 240.00 149.00 70.00 87.0
## 583 1 54 2 103.0 200.0 321.00 237.00 67.00 89.0
## 584 1 44 1 79.0 106.0 267.00 191.00 51.00 90.0
## 585 1 42 2 93.0 110.0 241.00 163.00 55.00 96.0
## 586 1 48 2 109.0 115.0 273.00 222.00 39.00 95.0
## 587 1 58 2 109.0 222.0 321.00 234.00 41.00 92.0
## 588 1 44 1 89.0 150.0 167.00 82.00 41.00 80.0
## 589 1 32 2 106.0 209.0 278.00 219.00 50.00 83.0
## 590 1 26 1 320.0 411.0 241.00 180.00 47.00 87.0
## 591 1 37 2 665.0 677.0 298.00 252.00 33.00 85.0
## 592 1 32 2 159.0 272.0 434.00 243.00 69.00 104.0
## 593 1 33 2 162.0 210.0 203.00 142.00 33.00 83.0
## 594 1 27 2 91.0 117.0 288.00 223.00 49.00 85.0
## 595 1 52 2 160.0 252.0 320.00 260.00 36.00 86.0
## 596 1 42 2 90.0 157.0 219.00 148.00 62.00 88.0
## 597 1 37 2 101.0 149.0 197.00 108.00 52.00 86.0
## 598 1 38 1 114.0 107.0 207.00 152.00 44.00 88.0
## 599 1 29 1 115.0 147.0 297.00 180.00 77.00 93.5
## 600 1 35 2 101.0 120.0 217.00 108.00 48.00 89.1
## 601 1 47 1 108.0 176.0 192.00 119.00 43.00 97.0
## 602 1 32 2 113.0 177.0 311.00 216.00 54.00 76.0
## 603 1 54 2 114.0 198.0 270.00 141.00 36.00 83.0
## 604 1 42 2 150.0 245.0 300.00 178.00 40.00 104.0
## 605 1 51 1 85.0 148.0 124.00 62.00 37.00 71.0
## 606 1 33 2 100.0 169.0 216.00 134.00 46.00 80.0
## 607 1 64 1 91.0 118.0 192.00 106.00 48.00 92.0
## 608 1 61 2 208.0 383.0 326.00 187.00 46.00 95.5
## 609 1 44 2 109.0 275.0 287.00 159.00 35.00 90.0
## 610 1 46 2 131.0 255.0 244.00 147.00 33.00 108.6
## 611 1 35 2 96.0 130.0 267.00 180.00 41.00 92.0
## 612 1 43 1 422.0 612.0 276.00 217.00 52.00 72.0
## 613 1 49 2 91.0 164.0 194.00 113.00 46.00 74.0
## 614 1 39 1 86.0 128.0 245.00 139.00 60.00 86.0
## 615 1 32 2 143.0 315.0 148.00 87.00 30.00 75.0
## 616 1 62 1 93.0 128.0 368.00 217.00 47.00 101.5
## 617 1 55 2 107.0 186.0 148.00 99.00 33.00 88.5
## 618 1 42 1 105.0 172.0 246.00 141.00 59.00 81.5
## 619 1 41 2 149.0 222.0 247.00 169.00 54.00 93.0
## 620 1 63 1 95.0 160.0 186.00 116.00 48.00 110.0
## 621 1 52 2 84.0 170.0 245.00 169.00 45.00 95.0
## 622 1 39 1 117.0 217.0 230.00 173.00 45.00 97.0
## 623 1 60 1 98.0 134.0 306.00 192.00 40.00 86.0
## 624 1 59 2 99.0 167.0 235.00 129.00 36.00 94.0
## 625 1 34 1 102.0 128.0 227.00 114.00 47.00 98.0
## 626 1 40 2 96.0 152.0 235.00 165.00 37.00 77.0
## 627 1 48 2 83.0 92.0 290.00 172.00 62.00 82.0
## 628 1 55 1 137.0 210.0 193.00 100.00 46.00 97.5
## 629 1 42 2 115.0 186.0 272.00 189.00 52.00 90.0
## 630 1 27 2 95.0 221.0 230.00 168.00 44.00 93.0
## 631 1 39 2 127.0 261.0 224.00 148.00 60.00 95.0
## 632 1 27 1 120.0 117.0 219.00 145.00 34.00 96.0
## 633 1 46 2 113.0 124.0 197.00 98.00 45.00 95.0
## 634 1 49 1 96.0 189.0 283.00 200.00 41.00 102.0
## 635 1 58 1 138.0 163.0 241.00 112.00 61.00 77.0
## 636 1 31 2 113.0 123.0 187.00 102.00 37.00 92.5
## 637 1 42 1 105.0 160.0 182.00 116.00 38.00 84.0
## 638 1 40 2 96.0 142.0 261.00 158.00 72.00 67.0
## 639 1 40 2 227.0 532.0 177.00 131.00 31.00 102.6
## 640 1 41 1 99.0 147.0 220.00 133.00 65.00 85.5
## 641 1 46 1 96.0 147.0 359.00 248.00 58.00 87.0
## 642 1 48 2 102.0 155.0 208.00 123.00 43.00 68.0
## 643 1 48 2 91.0 114.0 214.00 116.00 55.00 86.0
## 644 1 26 2 85.0 115.0 200.00 125.00 58.00 92.0
## 645 1 33 1 116.0 114.0 241.00 190.00 36.00 91.0
## 646 1 55 1 93.0 115.0 255.00 163.00 45.00 107.0
## 647 1 46 2 102.0 131.0 237.00 160.00 40.00 104.0
## 648 1 54 2 121.0 154.0 259.00 166.00 44.00 101.0
## 649 1 51 1 91.0 142.0 239.00 161.00 65.00 89.0
## 650 1 37 1 99.0 159.0 265.00 195.00 41.00 91.0
## 651 1 48 2 130.0 158.0 216.00 85.00 56.00 71.0
## 652 1 31 2 102.0 230.0 266.00 185.00 57.00 88.0
## 653 1 54 2 112.0 134.0 210.00 124.00 53.00 89.0
## 654 1 30 2 105.0 140.0 381.00 223.00 42.00 97.0
## 655 1 57 1 91.0 105.0 261.00 136.00 42.00 92.3
## 656 1 36 2 91.0 133.0 232.00 167.00 37.00 85.0
## 657 1 37 2 84.0 130.0 196.00 126.00 44.00 90.3
## 658 1 51 2 145.0 157.0 245.00 129.00 44.00 97.0
## 659 1 53 2 115.0 201.0 255.00 131.00 49.00 74.0
## 660 1 50 1 139.0 182.0 267.00 152.00 51.00 98.0
## 661 1 42 2 114.0 113.0 214.00 138.00 50.00 84.0
## 662 1 35 2 121.0 182.0 255.00 162.00 62.00 84.0
## 663 1 56 1 138.0 179.0 254.00 162.00 41.00 95.0
## 664 1 45 1 87.0 142.0 242.00 171.00 57.00 94.0
## 665 1 37 2 319.0 391.0 319.00 241.00 41.00 107.0
## 666 1 51 2 128.0 291.0 312.00 243.00 60.00 90.5
## 667 1 44 1 122.0 197.0 216.00 141.00 46.00 86.7
## 668 1 39 2 90.0 148.0 252.00 181.00 46.00 94.0
## 669 1 45 1 119.0 207.0 286.00 237.00 52.00 74.0
## 670 1 40 2 103.0 124.0 162.00 125.00 32.00 75.0
## 671 1 42 2 100.0 139.0 296.00 117.00 42.00 95.0
## 672 1 43 2 95.0 114.0 279.00 183.00 47.00 82.5
## 673 1 30 2 112.0 142.0 317.00 191.00 39.00 93.5
## 674 1 55 2 261.0 343.0 282.00 180.00 58.00 107.0
## 675 1 59 2 277.0 354.0 270.00 170.00 40.00 92.0
## 676 1 61 2 94.0 175.0 182.00 112.00 44.00 80.0
## 677 1 46 1 216.0 290.0 301.00 252.00 53.00 118.0
## 678 1 43 2 120.2 158.2 273.00 183.00 35.34 82.5
## 679 1 35 2 93.0 189.0 154.00 73.00 42.00 77.0
## 680 1 41 1 107.0 212.2 217.00 150.00 45.70 100.0
## 681 1 35 2 98.0 130.0 244.90 172.60 42.70 85.3
## 682 1 35 2 96.0 131.6 179.00 103.00 49.00 100.0
## 683 1 41 2 115.0 186.0 195.00 120.00 57.80 97.5
## 684 1 36 2 94.0 161.0 179.00 111.00 44.00 98.5
## 685 1 48 1 84.0 108.0 194.00 142.00 42.10 77.0
## 686 1 45 2 95.0 123.0 234.00 164.00 54.40 94.4
## 687 1 60 1 354.0 406.0 253.00 169.00 44.00 95.8
## 688 1 26 2 82.0 167.0 216.00 134.00 61.00 70.1
## 689 1 31 2 92.0 130.0 233.00 156.00 58.40 90.0
## 690 1 35 2 98.0 122.0 232.00 122.10 48.00 91.0
## 691 1 50 2 109.0 108.0 168.00 100.00 24.00 100.0
## 692 1 26 2 84.0 94.7 178.00 110.00 51.00 73.0
## 693 1 26 2 90.0 108.2 155.00 107.00 36.00 84.2
## 694 1 38 2 266.0 324.0 259.00 177.00 52.00 85.5
## Merokok Lingkar_Perut Target_Hipertensi Nyeri_Dada Riwayat_Keluarga
## 1 0 90.0 1 0 0
## 2 0 66.0 0 0 0
## 3 4 64.0 0 0 0
## 4 0 80.0 0 1 1
## 5 0 70.6 0 0 0
## 6 1 102.0 1 1 1
## 7 1 87.0 1 0 0
## 8 1 76.0 1 1 1
## 9 0 80.2 1 0 0
## 10 0 80.0 1 0 0
## 11 0 60.0 0 0 0
## 12 4 72.0 0 1 1
## 13 1 60.0 0 1 1
## 14 1 91.0 1 0 0
## 15 1 82.0 1 0 0
## 16 1 80.0 1 0 0
## 17 3 60.5 0 1 1
## 18 1 70.5 1 0 0
## 19 0 90.9 0 0 0
## 20 0 70.5 0 0 0
## 21 0 70.7 1 0 0
## 22 2 91.0 0 0 0
## 23 4 74.5 0 0 0
## 24 1 78.0 1 1 1
## 25 1 76.0 0 0 0
## 26 1 92.5 1 0 0
## 27 0 67.0 0 0 0
## 28 1 0.0 0 0 0
## 29 4 91.0 0 1 1
## 30 3 80.0 0 0 0
## 31 0 80.7 0 0 0
## 32 1 58.0 0 0 0
## 33 1 94.0 0 0 0
## 34 1 64.0 0 0 0
## 35 1 68.0 0 0 0
## 36 0 86.5 1 0 0
## 37 2 80.9 0 0 0
## 38 4 71.0 0 0 0
## 39 3 98.0 1 0 0
## 40 0 86.0 1 1 1
## 41 0 80.0 1 0 0
## 42 4 80.9 0 0 0
## 43 1 89.0 0 0 0
## 44 1 82.9 1 0 0
## 45 4 67.0 0 0 0
## 46 0 85.0 1 0 0
## 47 4 69.0 0 0 0
## 48 1 70.5 0 0 0
## 49 3 84.0 0 1 1
## 50 0 84.0 0 0 0
## 51 0 100.0 0 0 0
## 52 0 70.7 0 0 0
## 53 0 80.0 0 0 0
## 54 0 81.0 0 0 0
## 55 1 86.0 1 0 0
## 56 3 71.0 1 0 0
## 57 4 70.4 1 1 1
## 58 0 80.0 1 0 0
## 59 0 73.0 0 0 0
## 60 0 71.0 0 0 0
## 61 1 67.0 0 0 0
## 62 0 84.0 1 0 0
## 63 1 65.0 0 0 0
## 64 1 64.0 0 1 1
## 65 0 78.0 1 0 0
## 66 4 70.0 0 0 0
## 67 0 90.9 0 0 0
## 68 0 69.0 1 0 0
## 69 4 80.0 0 0 0
## 70 2 75.0 1 0 0
## 71 1 80.1 0 0 0
## 72 0 53.0 1 1 1
## 73 4 0.0 0 0 0
## 74 4 75.0 0 0 0
## 75 1 78.0 1 1 1
## 76 3 88.0 1 1 1
## 77 4 73.0 0 0 0
## 78 1 84.0 0 0 0
## 79 3 75.5 0 0 0
## 80 1 78.0 1 0 0
## 81 0 82.0 1 0 0
## 82 0 64.0 0 1 1
## 83 1 83.0 1 0 0
## 84 0 59.0 1 0 0
## 85 1 82.0 1 0 0
## 86 1 83.5 1 0 0
## 87 1 88.0 1 0 0
## 88 1 82.5 1 0 0
## 89 0 70.4 1 0 0
## 90 4 60.0 0 0 0
## 91 0 90.0 1 0 0
## 92 4 87.0 1 0 0
## 93 4 81.0 0 0 0
## 94 0 0.0 0 0 0
## 95 0 70.0 0 0 0
## 96 1 82.0 0 0 0
## 97 1 74.0 0 0 0
## 98 2 0.0 0 0 0
## 99 2 78.0 0 1 1
## 100 0 66.0 0 0 0
## 101 2 82.0 0 0 0
## 102 4 60.4 0 0 0
## 103 1 73.0 1 0 0
## 104 4 70.4 0 0 0
## 105 0 77.5 0 0 0
## 106 1 71.5 0 0 0
## 107 4 86.0 1 0 0
## 108 0 0.0 0 0 0
## 109 0 78.0 0 0 0
## 110 0 70.0 0 0 0
## 111 0 0.0 0 0 0
## 112 1 73.0 1 0 0
## 113 0 75.0 0 0 0
## 114 1 73.0 0 0 0
## 115 4 80.0 0 0 0
## 116 0 81.5 1 0 0
## 117 3 87.5 0 0 0
## 118 0 74.0 0 0 0
## 119 1 75.0 1 0 0
## 120 3 69.6 0 0 0
## 121 0 80.0 1 0 0
## 122 0 72.5 0 0 0
## 123 4 64.0 0 1 1
## 124 0 60.6 0 0 0
## 125 0 63.0 0 0 0
## 126 1 0.0 0 0 0
## 127 0 80.0 1 0 0
## 128 1 80.0 0 0 0
## 129 0 70.6 0 0 0
## 130 2 79.0 1 0 0
## 131 3 90.0 0 0 0
## 132 4 0.0 1 0 0
## 133 4 63.0 0 1 1
## 134 0 73.0 1 0 0
## 135 2 76.5 1 0 0
## 136 0 58.0 1 0 0
## 137 1 80.0 0 0 0
## 138 1 80.0 1 0 0
## 139 4 85.0 0 0 0
## 140 4 64.0 0 0 0
## 141 2 69.0 1 0 0
## 142 3 0.0 0 0 0
## 143 0 68.0 1 0 0
## 144 0 74.0 0 0 0
## 145 1 78.0 0 0 0
## 146 1 89.0 1 0 0
## 147 0 65.0 0 0 0
## 148 2 65.0 0 0 0
## 149 0 70.7 1 0 0
## 150 1 83.0 1 0 0
## 151 0 90.3 1 0 0
## 152 0 75.0 1 0 0
## 153 4 83.0 0 0 0
## 154 0 90.0 1 0 0
## 155 0 90.3 0 0 0
## 156 1 79.0 1 0 0
## 157 1 87.0 1 1 1
## 158 0 62.1 0 0 0
## 159 0 75.0 0 0 0
## 160 2 70.0 0 0 0
## 161 4 66.0 0 0 0
## 162 0 91.0 0 0 0
## 163 2 73.0 1 0 0
## 164 4 79.0 1 0 0
## 165 1 70.3 0 0 0
## 166 0 80.0 1 1 1
## 167 1 66.0 1 0 0
## 168 3 60.8 0 0 0
## 169 1 66.0 0 0 0
## 170 0 85.0 0 0 0
## 171 1 88.0 0 0 0
## 172 0 66.5 1 0 0
## 173 1 72.0 0 0 0
## 174 3 80.5 1 0 0
## 175 0 87.0 1 0 0
## 176 3 99.0 1 0 0
## 177 1 69.0 0 0 0
## 178 0 83.5 1 0 0
## 179 0 58.0 0 0 0
## 180 0 69.0 0 0 0
## 181 4 94.5 0 0 0
## 182 0 0.0 0 0 0
## 183 1 60.6 1 0 0
## 184 4 70.0 0 0 0
## 185 0 90.0 1 0 0
## 186 0 87.2 0 0 0
## 187 4 74.5 0 0 0
## 188 4 63.0 0 0 0
## 189 0 73.0 0 0 0
## 190 1 70.5 1 0 0
## 191 1 79.4 1 0 0
## 192 1 76.0 1 0 0
## 193 3 74.5 0 0 0
## 194 1 88.0 1 0 0
## 195 3 79.0 1 0 0
## 196 1 91.5 1 0 0
## 197 0 80.8 1 0 0
## 198 0 85.0 1 0 0
## 199 0 80.0 0 0 0
## 200 0 81.0 1 0 0
## 201 4 103.0 0 0 0
## 202 1 98.0 1 0 0
## 203 2 90.0 1 0 0
## 204 3 66.0 0 0 0
## 205 0 98.0 1 0 0
## 206 0 80.1 0 0 0
## 207 1 80.9 1 0 0
## 208 4 81.0 0 0 0
## 209 0 70.0 0 0 0
## 210 3 88.5 1 0 0
## 211 0 67.0 0 0 0
## 212 1 73.5 0 0 0
## 213 4 93.5 1 0 0
## 214 0 70.8 1 0 0
## 215 0 90.0 1 0 0
## 216 4 88.0 0 0 0
## 217 0 86.0 1 0 0
## 218 4 60.0 0 0 0
## 219 0 80.0 0 0 0
## 220 1 94.0 1 0 0
## 221 1 71.3 1 0 0
## 222 1 82.5 0 0 0
## 223 4 82.0 1 0 0
## 224 1 81.5 1 0 0
## 225 3 78.0 0 0 0
## 226 1 67.6 0 1 1
## 227 4 78.0 0 0 0
## 228 4 71.0 0 0 0
## 229 1 60.0 0 0 0
## 230 4 59.0 0 0 0
## 231 0 60.7 1 1 1
## 232 4 90.0 1 0 0
## 233 3 60.7 0 1 1
## 234 1 60.7 1 0 0
## 235 0 90.8 1 0 0
## 236 4 75.0 0 0 0
## 237 0 91.2 0 0 0
## 238 1 80.0 1 1 1
## 239 0 76.0 0 0 0
## 240 0 64.5 0 1 1
## 241 0 81.0 1 0 0
## 242 0 88.5 0 0 0
## 243 0 74.0 0 0 0
## 244 0 66.0 0 0 0
## 245 0 86.0 0 0 0
## 246 0 60.3 0 0 0
## 247 0 61.3 0 0 0
## 248 0 68.0 1 0 0
## 249 1 65.3 0 0 0
## 250 4 69.0 0 1 1
## 251 0 0.0 1 0 0
## 252 1 76.0 1 0 0
## 253 0 79.0 1 0 0
## 254 0 88.0 1 0 0
## 255 1 83.5 0 1 1
## 256 2 81.0 0 0 0
## 257 1 80.0 1 0 0
## 258 1 79.0 1 1 1
## 259 0 66.5 0 1 1
## 260 4 71.3 0 1 1
## 261 1 68.8 0 1 1
## 262 4 71.5 0 0 0
## 263 1 87.0 1 0 0
## 264 0 96.0 1 0 0
## 265 0 0.0 1 0 0
## 266 1 90.8 1 0 0
## 267 0 71.0 0 1 1
## 268 0 85.0 0 0 0
## 269 1 77.5 0 0 0
## 270 4 82.0 0 0 0
## 271 0 80.4 1 0 0
## 272 4 82.0 0 1 1
## 273 4 69.0 0 0 0
## 274 0 81.7 1 0 0
## 275 1 75.5 0 0 0
## 276 1 60.3 0 0 0
## 277 3 56.0 1 0 0
## 278 4 87.8 0 0 0
## 279 0 75.3 0 0 0
## 280 0 76.0 1 0 0
## 281 1 66.0 0 0 0
## 282 4 87.0 1 0 0
## 283 1 72.5 1 0 0
## 284 4 90.4 0 0 0
## 285 0 75.0 1 0 0
## 286 0 90.9 1 0 0
## 287 0 77.5 0 0 0
## 288 3 69.0 0 0 0
## 289 0 62.0 0 0 0
## 290 1 84.3 0 0 0
## 291 3 65.0 0 0 0
## 292 1 98.0 1 1 1
## 293 0 70.5 0 0 0
## 294 1 89.3 1 1 1
## 295 1 85.0 1 0 0
## 296 4 0.0 0 1 1
## 297 0 66.0 1 0 0
## 298 4 70.0 0 0 0
## 299 0 65.5 0 0 0
## 300 0 78.0 1 0 0
## 301 0 60.0 1 0 0
## 302 0 72.0 0 0 0
## 303 0 78.0 0 0 0
## 304 0 80.7 0 0 0
## 305 4 73.0 0 0 0
## 306 1 75.0 0 0 0
## 307 1 79.0 1 0 0
## 308 0 80.3 1 1 1
## 309 0 63.0 1 0 0
## 310 0 68.0 1 0 0
## 311 2 81.0 0 0 0
## 312 0 76.0 1 0 0
## 313 0 94.8 1 0 0
## 314 0 67.0 0 0 0
## 315 4 73.0 0 0 0
## 316 0 73.0 1 0 0
## 317 0 60.0 0 0 0
## 318 4 70.0 0 0 0
## 319 4 0.0 0 0 0
## 320 4 73.0 0 0 0
## 321 3 62.0 0 0 0
## 322 4 70.3 0 0 0
## 323 1 72.2 0 0 0
## 324 0 74.5 0 0 0
## 325 4 89.0 0 0 0
## 326 4 78.0 0 0 0
## 327 0 70.0 1 0 0
## 328 0 88.0 1 0 0
## 329 4 69.5 0 0 0
## 330 0 80.0 0 0 0
## 331 0 70.7 0 0 0
## 332 0 80.0 1 0 0
## 333 0 91.7 0 0 0
## 334 1 74.0 0 0 0
## 335 1 66.5 1 0 0
## 336 0 78.0 1 0 0
## 337 4 93.0 1 0 0
## 338 0 69.0 0 0 0
## 339 0 60.0 0 1 1
## 340 2 83.0 0 0 0
## 341 4 74.0 1 0 0
## 342 0 84.0 0 0 0
## 343 4 70.2 0 0 0
## 344 0 67.0 0 0 0
## 345 0 76.0 0 0 0
## 346 0 70.0 0 0 0
## 347 0 68.0 0 0 0
## 348 3 95.0 0 0 0
## 349 0 73.0 0 0 0
## 350 4 84.3 1 1 1
## 351 0 61.3 0 0 0
## 352 0 73.5 0 0 0
## 353 0 75.0 0 0 0
## 354 1 75.5 0 0 0
## 355 4 42.0 0 1 1
## 356 2 71.4 0 0 0
## 357 2 79.0 0 0 0
## 358 4 83.0 0 0 0
## 359 1 80.7 1 0 0
## 360 2 82.0 1 0 0
## 361 0 85.0 1 0 0
## 362 0 90.0 0 0 0
## 363 4 83.0 0 0 0
## 364 2 90.0 1 1 1
## 365 0 85.0 1 1 1
## 366 0 98.0 1 0 0
## 367 0 100.0 1 1 1
## 368 0 110.0 1 1 1
## 369 0 97.0 0 1 1
## 370 0 93.0 1 0 0
## 371 3 104.5 1 0 0
## 372 0 90.0 0 0 0
## 373 0 101.7 1 1 1
## 374 4 91.0 1 1 1
## 375 0 72.5 0 1 1
## 376 4 101.0 0 1 1
## 377 2 107.0 1 0 0
## 378 4 100.0 1 0 0
## 379 3 96.5 1 0 0
## 380 2 91.0 1 0 0
## 381 0 80.5 1 1 1
## 382 0 95.0 1 1 1
## 383 0 91.2 1 0 0
## 384 0 94.3 0 0 0
## 385 4 86.0 1 0 0
## 386 4 99.0 1 0 0
## 387 0 105.0 1 1 1
## 388 0 88.0 1 1 1
## 389 0 99.5 1 1 1
## 390 0 98.0 0 0 0
## 391 2 120.6 1 0 0
## 392 0 89.0 0 1 1
## 393 4 128.0 1 0 0
## 394 0 104.0 1 1 1
## 395 0 117.3 0 0 0
## 396 4 89.0 1 0 0
## 397 4 97.0 0 0 0
## 398 2 106.0 1 1 1
## 399 3 83.1 1 1 1
## 400 4 84.0 0 0 0
## 401 3 103.0 1 0 0
## 402 3 79.8 1 1 1
## 403 0 96.0 1 0 0
## 404 2 87.0 1 1 1
## 405 0 100.0 0 0 0
## 406 3 94.5 0 0 0
## 407 4 90.1 0 0 0
## 408 0 96.3 1 1 1
## 409 4 116.0 1 1 1
## 410 0 86.5 1 0 0
## 411 0 95.0 1 0 0
## 412 0 94.0 1 1 1
## 413 4 94.0 1 1 1
## 414 3 96.9 1 1 1
## 415 0 98.0 0 0 0
## 416 0 74.3 1 0 0
## 417 2 113.0 1 0 0
## 418 0 98.0 1 0 0
## 419 2 90.1 1 1 1
## 420 2 89.0 1 1 1
## 421 0 105.5 1 0 0
## 422 4 91.0 1 1 1
## 423 0 101.3 1 0 0
## 424 0 83.5 0 0 0
## 425 4 81.0 0 0 0
## 426 4 84.0 1 0 0
## 427 4 83.0 1 0 0
## 428 0 96.3 1 0 0
## 429 4 90.0 1 1 1
## 430 0 94.0 0 1 1
## 431 1 98.0 1 0 0
## 432 4 95.0 0 0 0
## 433 3 130.7 1 0 0
## 434 0 121.0 0 0 0
## 435 4 82.0 0 1 1
## 436 4 97.0 1 0 0
## 437 4 0.0 1 0 0
## 438 0 106.0 1 0 0
## 439 3 81.0 0 0 0
## 440 4 105.0 0 0 0
## 441 0 107.0 1 1 1
## 442 2 97.8 0 0 0
## 443 4 105.0 1 0 0
## 444 4 86.0 0 0 0
## 445 4 83.0 0 0 0
## 446 0 110.5 1 0 0
## 447 4 107.0 1 0 0
## 448 0 94.0 1 1 1
## 449 0 99.0 1 0 0
## 450 4 82.5 0 1 1
## 451 3 109.0 1 0 0
## 452 2 122.0 1 1 1
## 453 3 140.0 1 0 0
## 454 0 98.0 1 0 0
## 455 0 75.0 0 1 1
## 456 0 87.0 1 0 0
## 457 4 104.0 1 0 0
## 458 0 97.0 1 0 0
## 459 4 78.0 1 0 0
## 460 0 101.0 0 0 0
## 461 4 82.0 1 1 1
## 462 0 92.0 1 1 1
## 463 4 89.5 0 0 0
## 464 2 102.0 1 0 0
## 465 0 105.4 1 0 0
## 466 4 108.5 1 0 0
## 467 4 97.0 1 0 0
## 468 0 89.0 1 0 0
## 469 2 103.0 1 1 1
## 470 4 86.9 1 0 0
## 471 0 110.0 0 0 0
## 472 0 0.0 0 1 1
## 473 1 97.0 1 1 1
## 474 4 77.2 0 0 0
## 475 3 94.2 0 0 0
## 476 3 95.0 1 0 0
## 477 0 102.0 1 0 0
## 478 4 70.0 1 0 0
## 479 2 78.0 1 0 0
## 480 2 89.4 1 0 0
## 481 3 98.0 1 0 0
## 482 4 84.5 1 1 1
## 483 2 91.0 0 0 0
## 484 0 102.0 0 0 0
## 485 0 102.0 0 0 0
## 486 0 102.0 1 0 0
## 487 0 112.0 1 0 0
## 488 2 104.0 1 0 0
## 489 2 105.0 0 0 0
## 490 3 111.5 1 0 0
## 491 1 94.0 1 0 0
## 492 0 100.0 0 0 0
## 493 0 99.8 1 0 0
## 494 4 91.0 1 0 0
## 495 2 97.0 0 0 0
## 496 2 95.0 1 0 0
## 497 2 82.0 1 0 0
## 498 0 119.0 1 0 0
## 499 4 108.0 1 0 0
## 500 4 103.0 1 0 0
## 501 0 0.0 1 0 0
## 502 0 68.0 1 0 0
## 503 0 100.0 1 0 0
## 504 0 93.7 0 0 0
## 505 0 116.0 1 1 1
## 506 2 88.0 1 0 0
## 507 2 104.0 0 0 0
## 508 2 102.0 0 0 0
## 509 2 97.5 1 0 0
## 510 2 100.0 1 1 1
## 511 4 82.0 1 0 0
## 512 0 103.6 1 0 0
## 513 0 95.0 0 0 0
## 514 0 0.0 1 1 1
## 515 2 87.0 1 0 0
## 516 4 122.0 1 0 0
## 517 4 75.0 1 0 0
## 518 0 111.0 1 0 0
## 519 0 98.6 1 0 0
## 520 2 96.0 1 0 0
## 521 2 95.0 1 0 0
## 522 0 99.0 0 0 0
## 523 0 98.5 0 0 0
## 524 0 97.0 1 1 1
## 525 0 99.0 1 0 0
## 526 2 104.0 1 0 0
## 527 2 102.0 1 1 1
## 528 2 97.2 1 0 0
## 529 0 109.0 0 1 1
## 530 2 101.1 0 0 0
## 531 0 70.0 1 0 0
## 532 0 93.0 1 1 1
## 533 0 80.0 0 0 0
## 534 0 107.0 0 0 0
## 535 0 89.0 1 0 0
## 536 2 102.0 1 0 0
## 537 0 75.0 0 0 0
## 538 2 102.0 1 0 0
## 539 0 110.0 1 0 0
## 540 0 79.0 0 1 1
## 541 4 86.0 0 0 0
## 542 0 100.2 1 0 0
## 543 2 92.0 0 0 0
## 544 3 91.5 1 0 0
## 545 0 102.0 1 1 1
## 546 0 85.0 1 0 0
## 547 2 93.0 0 0 0
## 548 0 96.0 1 0 0
## 549 2 95.0 1 0 0
## 550 0 78.0 0 0 0
## 551 3 93.0 1 0 0
## 552 0 100.0 1 0 0
## 553 2 118.0 1 0 0
## 554 1 67.0 0 0 0
## 555 2 81.0 0 0 0
## 556 4 170.0 1 0 0
## 557 4 99.5 1 0 0
## 558 2 101.5 0 0 0
## 559 2 79.0 0 0 0
## 560 0 90.3 1 0 0
## 561 0 87.6 1 0 0
## 562 0 91.1 1 0 0
## 563 0 92.6 1 0 0
## 564 4 119.0 1 0 0
## 565 0 88.8 0 0 0
## 566 2 85.0 0 1 1
## 567 0 90.2 0 0 0
## 568 2 91.2 1 0 0
## 569 0 100.0 1 1 1
## 570 0 106.0 0 0 0
## 571 0 119.0 0 1 1
## 572 0 75.0 0 0 0
## 573 0 107.5 1 1 1
## 574 0 102.0 1 0 0
## 575 4 93.0 0 0 0
## 576 4 91.0 0 1 1
## 577 0 90.0 1 0 0
## 578 0 96.0 1 0 0
## 579 4 109.0 0 0 0
## 580 4 100.0 0 1 1
## 581 2 87.0 1 0 0
## 582 4 91.0 0 0 0
## 583 0 92.0 1 0 0
## 584 2 92.5 0 1 1
## 585 4 105.0 0 0 0
## 586 2 104.0 1 0 0
## 587 4 100.0 0 0 0
## 588 0 94.0 0 1 1
## 589 0 91.5 1 0 0
## 590 0 84.2 1 1 1
## 591 2 86.5 1 0 0
## 592 4 99.5 1 0 0
## 593 4 90.0 0 0 0
## 594 4 78.0 1 0 0
## 595 4 86.3 1 0 0
## 596 0 92.0 1 0 0
## 597 0 97.0 0 1 1
## 598 2 87.0 1 0 0
## 599 0 96.5 1 1 1
## 600 0 96.0 0 0 0
## 601 0 109.0 1 1 1
## 602 0 78.0 1 0 0
## 603 0 92.4 1 1 1
## 604 4 110.5 1 0 0
## 605 4 76.0 0 0 0
## 606 2 86.0 1 0 0
## 607 0 108.0 1 0 0
## 608 2 97.0 1 0 0
## 609 0 95.5 0 0 0
## 610 2 112.5 1 0 0
## 611 0 91.0 1 0 0
## 612 4 82.0 0 0 0
## 613 2 84.0 0 0 0
## 614 4 90.0 0 0 0
## 615 0 91.0 0 0 0
## 616 2 108.5 1 0 0
## 617 3 90.0 0 0 0
## 618 2 84.0 0 0 0
## 619 2 95.6 0 0 0
## 620 0 113.0 1 0 0
## 621 0 107.0 1 1 1
## 622 0 98.8 1 0 0
## 623 4 90.5 1 0 0
## 624 4 102.0 0 1 1
## 625 4 104.0 0 0 0
## 626 4 79.8 0 0 0
## 627 0 85.5 1 1 1
## 628 0 104.0 0 0 0
## 629 0 87.0 1 1 1
## 630 2 100.0 1 0 0
## 631 0 95.0 1 0 0
## 632 4 92.0 0 0 0
## 633 2 95.0 1 0 0
## 634 4 103.0 0 0 0
## 635 3 80.0 1 0 0
## 636 0 91.1 0 0 0
## 637 4 86.0 0 0 0
## 638 0 65.0 1 0 0
## 639 2 103.0 1 0 0
## 640 0 85.0 1 0 0
## 641 0 87.0 1 0 0
## 642 0 70.0 1 0 0
## 643 0 95.0 1 1 1
## 644 0 92.0 1 0 0
## 645 0 93.0 0 0 0
## 646 4 114.0 1 1 1
## 647 0 113.0 1 1 1
## 648 2 116.0 1 0 0
## 649 2 96.5 1 1 1
## 650 4 94.0 0 0 0
## 651 0 85.0 1 0 0
## 652 0 92.0 1 0 0
## 653 0 93.0 0 0 0
## 654 4 97.7 1 0 0
## 655 3 93.0 1 1 1
## 656 4 89.0 1 0 0
## 657 4 92.5 1 0 0
## 658 2 103.0 1 0 0
## 659 0 77.5 1 0 0
## 660 0 98.5 1 0 0
## 661 0 83.0 1 0 0
## 662 0 85.0 1 0 0
## 663 2 96.0 1 0 0
## 664 3 89.0 1 0 0
## 665 0 107.0 1 0 0
## 666 0 89.5 1 0 0
## 667 0 92.0 1 0 0
## 668 0 99.5 0 0 0
## 669 0 75.0 0 0 0
## 670 4 82.0 1 1 1
## 671 4 105.0 1 0 0
## 672 4 82.0 0 0 0
## 673 3 100.0 1 0 0
## 674 3 105.0 1 0 0
## 675 2 91.0 1 0 0
## 676 2 78.0 1 0 0
## 677 0 123.5 1 0 0
## 678 3 83.6 1 1 1
## 679 0 80.6 1 0 0
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## 683 4 100.5 0 0 0
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## 688 4 71.0 1 0 0
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## 690 3 86.0 0 0 0
## 691 4 98.0 1 1 1
## 692 2 76.0 0 0 0
## 693 2 81.0 1 0 0
## 694 0 83.5 1 0 0
## IMT Sistolik Diastolik
## 1 27.79490 111 81
## 2 20.29537 98 66
## 3 19.42924 86 46
## 4 29.23915 106 70
## 5 24.27510 107 58
## 6 32.85000 96 58
## 7 27.12409 110 69
## 8 23.31582 88 57
## 9 27.02581 102 67
## 10 25.58845 109 73
## 11 13.38489 81 42
## 12 19.36306 98 49
## 13 15.70261 109 59
## 14 27.78696 118 78
## 15 25.04344 122 73
## 16 23.79665 108 58
## 17 17.52457 83 58
## 18 20.20360 99 70
## 19 30.64899 108 70
## 20 21.89274 97 64
## 21 21.62065 85 59
## 22 27.26755 94 62
## 23 20.30617 103 59
## 24 24.01960 134 71
## 25 24.38181 104 62
## 26 28.69469 114 68
## 27 20.82920 82 61
## 28 18.78906 85 49
## 29 28.64577 116 69
## 30 23.75250 101 62
## 31 22.90951 86 62
## 32 29.97729 92 53
## 33 26.29257 146 65
## 34 24.00000 92 61
## 35 20.15818 99 65
## 36 30.80942 124 78
## 37 24.37500 92 68
## 38 17.84034 90 57
## 39 31.51111 120 77
## 40 24.89419 130 84
## 41 28.49390 131 77
## 42 27.07079 127 80
## 43 26.60257 90 58
## 44 24.92000 122 79
## 45 22.74435 118 77
## 46 30.15090 136 91
## 47 19.15767 97 62
## 48 23.69000 114 79
## 49 19.88678 145 69
## 50 24.42169 99 71
## 51 35.45645 91 60
## 52 24.51526 97 67
## 53 23.42040 93 62
## 54 20.72560 89 62
## 55 26.08000 154 85
## 56 17.57812 109 67
## 57 21.53284 145 90
## 58 23.90146 116 84
## 59 21.78733 98 54
## 60 26.30627 111 67
## 61 21.29860 94 55
## 62 35.40380 129 85
## 63 17.92401 90 57
## 64 18.55120 104 67
## 65 28.82280 108 82
## 66 19.91137 102 62
## 67 28.22839 99 59
## 68 28.16970 110 72
## 69 24.83288 95 66
## 70 22.56859 90 65
## 71 23.24341 102 66
## 72 22.53270 137 89
## 73 17.59102 107 69
## 74 21.80788 98 58
## 75 22.43129 145 94
## 76 26.79880 111 65
## 77 20.28765 112 62
## 78 27.33661 107 71
## 79 25.34435 110 68
## 80 21.78145 115 89
## 81 27.70408 105 75
## 82 20.87818 83 56
## 83 30.35925 120 80
## 84 16.64113 117 68
## 85 22.41136 115 80
## 86 27.01546 118 75
## 87 27.23519 138 83
## 88 31.23585 103 66
## 89 25.04805 125 82
## 90 16.63807 98 63
## 91 30.65097 105 78
## 92 26.07008 113 70
## 93 24.72669 109 65
## 94 34.01000 107 69
## 95 24.29984 97 67
## 96 22.60846 106 70
## 97 21.26153 90 60
## 98 24.57752 105 63
## 99 22.00255 99 67
## 100 18.15000 90 60
## 101 26.22488 99 66
## 102 17.86196 96 62
## 103 20.18730 111 75
## 104 19.69171 110 72
## 105 22.19201 113 74
## 106 23.80027 97 59
## 107 26.38787 123 80
## 108 19.09102 107 69
## 109 28.65999 99 68
## 110 19.72387 83 57
## 111 30.73720 107 69
## 112 25.03513 138 90
## 113 24.28694 97 70
## 114 19.73663 98 65
## 115 27.00617 90 57
## 116 22.45807 125 76
## 117 24.54844 114 71
## 118 21.53469 102 70
## 119 24.59713 94 60
## 120 20.50781 94 52
## 121 27.11110 104 63
## 122 21.74241 90 49
## 123 18.03318 74 61
## 124 19.11589 84 56
## 125 20.11887 90 70
## 126 21.76899 107 69
## 127 26.10024 114 75
## 128 23.21995 98 58
## 129 25.44138 97 54
## 130 25.87762 97 69
## 131 27.34375 97 62
## 132 25.53000 107 69
## 133 19.42747 92 58
## 134 20.64516 123 68
## 135 22.40588 138 86
## 136 17.79243 120 82
## 137 22.30204 103 69
## 138 28.63200 104 74
## 139 22.46094 98 64
## 140 20.65750 89 61
## 141 21.14048 117 70
## 142 24.39660 107 69
## 143 21.37778 144 90
## 144 21.19000 104 57
## 145 24.38489 102 70
## 146 27.59516 104 69
## 147 21.22900 111 67
## 148 21.93218 101 62
## 149 26.98080 106 72
## 150 25.74450 111 76
## 151 27.84460 114 72
## 152 25.59063 117 81
## 153 22.24020 118 70
## 154 30.58735 106 75
## 155 30.26326 111 66
## 156 23.84868 130 84
## 157 28.91499 113 72
## 158 19.94995 80 58
## 159 19.68658 99 62
## 160 32.29584 82 66
## 161 17.19950 91 66
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## 164 23.24459 110 80
## 165 22.28160 101 60
## 166 26.97778 114 75
## 167 20.47265 109 69
## 168 21.73892 90 42
## 169 20.85570 98 58
## 170 25.80000 100 66
## 171 30.13380 101 68
## 172 25.30591 125 73
## 173 18.43562 94 57
## 174 21.62854 138 91
## 175 25.19193 119 80
## 176 30.12101 117 80
## 177 21.57800 70 52
## 178 26.02006 96 62
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## 181 25.31424 110 71
## 182 26.76192 107 69
## 183 25.63000 104 77
## 184 29.38476 140 70
## 185 27.70083 110 80
## 186 26.90000 105 71
## 187 22.90867 98 57
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## 190 20.18717 110 67
## 191 23.78639 126 62
## 192 22.11000 115 72
## 193 22.45687 98 61
## 194 26.15563 102 64
## 195 27.29322 110 78
## 196 29.58430 147 92
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## 198 26.67593 151 83
## 199 24.62473 91 62
## 200 25.60184 124 65
## 201 30.14907 97 62
## 202 32.15481 129 96
## 203 29.46144 109 75
## 204 20.09861 121 82
## 205 48.50816 111 62
## 206 29.47990 102 70
## 207 26.42453 110 79
## 208 20.92182 105 68
## 209 22.55629 89 54
## 210 29.02222 109 60
## 211 21.50292 88 52
## 212 21.62140 92 57
## 213 27.24000 91 64
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## 235 28.13642 108 74
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## 238 26.09938 104 68
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## 240 18.47656 93 60
## 241 24.83417 109 66
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## 243 22.10432 93 48
## 244 21.79914 99 66
## 245 27.13840 107 67
## 246 20.33051 88 58
## 247 17.80247 85 41
## 248 19.20000 114 70
## 249 20.21456 101 62
## 250 19.90686 105 74
## 251 25.28009 107 69
## 252 26.91273 95 61
## 253 25.74358 109 54
## 254 29.31630 126 81
## 255 26.61614 106 66
## 256 22.05105 86 54
## 257 27.24547 99 62
## 258 25.51669 116 79
## 259 18.06377 97 54
## 260 18.77834 111 78
## 261 18.14000 77 50
## 262 24.83765 86 65
## 263 26.50394 96 66
## 264 27.76000 107 63
## 265 23.38233 92 62
## 266 32.83636 147 96
## 267 24.26056 95 58
## 268 23.33226 105 78
## 269 22.71731 95 62
## 270 26.00990 100 60
## 271 27.52000 105 75
## 272 24.38933 100 58
## 273 20.44444 97 56
## 274 25.93437 101 63
## 275 25.39341 102 67
## 276 17.26563 84 45
## 277 16.76931 91 66
## 278 23.33768 106 72
## 279 23.75000 100 61
## 280 25.50580 114 86
## 281 18.88010 85 54
## 282 31.41863 101 85
## 283 27.92358 99 66
## 284 27.82335 114 78
## 285 22.53852 110 61
## 286 26.11978 105 66
## 287 24.15705 99 63
## 288 20.04321 97 52
## 289 21.58690 102 54
## 290 23.13846 109 69
## 291 21.00073 64 43
## 292 34.16482 110 82
## 293 21.53056 94 55
## 294 27.53860 118 76
## 295 25.61120 118 75
## 296 20.10000 107 69
## 297 21.50890 106 73
## 298 20.57613 106 64
## 299 19.81915 84 51
## 300 22.63957 109 59
## 301 19.27855 140 81
## 302 23.91520 104 70
## 303 25.00693 126 62
## 304 25.93900 102 74
## 305 19.12610 89 64
## 306 24.32600 98 65
## 307 26.16063 118 78
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## 309 16.58951 125 50
## 310 21.26030 89 63
## 311 26.47050 97 53
## 312 27.23000 122 75
## 313 31.85596 155 103
## 314 20.07084 96 66
## 315 25.91068 122 78
## 316 23.44021 100 71
## 317 18.30523 86 55
## 318 19.47173 91 58
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## 322 18.84460 94 59
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## 345 25.44339 90 58
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## 352 25.36578 90 58
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## 354 23.71884 91 55
## 355 21.33821 110 74
## 356 21.11111 96 60
## 357 25.01731 104 68
## 358 21.86981 86 58
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## 362 30.04326 119 82
## 363 25.81129 95 66
## 364 25.10388 185 96
## 365 20.26936 167 95
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## 368 33.89000 154 98
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## 370 27.23565 147 93
## 371 33.24957 181 114
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## 395 35.27000 158 114
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## 399 23.66000 159 94
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## 401 29.08000 216 138
## 402 21.21832 169 121
## 403 28.64000 195 119
## 404 24.66020 154 109
## 405 26.70760 122 87
## 406 28.81000 120 79
## 407 22.53401 135 83
## 408 26.27084 180 114
## 409 36.18000 150 106
## 410 25.18996 168 103
## 411 31.47940 144 94
## 412 31.24936 173 114
## 413 24.00214 170 107
## 414 33.29000 190 100
## 415 33.32720 140 77
## 416 23.30000 176 106
## 417 30.60694 195 112
## 418 28.63000 203 110
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## 424 25.56000 126 77
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## 426 21.03509 185 105
## 427 20.81230 173 121
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## 429 26.31460 156 102
## 430 25.74915 149 91
## 431 22.57778 233 114
## 432 24.82000 133 91
## 433 36.31110 212 105
## 434 40.88890 126 99
## 435 24.32480 119 89
## 436 24.21244 179 114
## 437 20.88090 192 96
## 438 34.14098 203 129
## 439 23.83473 128 95
## 440 24.53056 131 81
## 441 32.75000 173 122
## 442 26.25000 116 83
## 443 29.96730 182 114
## 444 24.66667 138 83
## 445 25.63190 161 92
## 446 31.18000 158 90
## 447 35.15000 165 105
## 448 25.72103 156 89
## 449 30.93000 170 101
## 450 20.82000 114 89
## 451 37.80830 156 106
## 452 38.29717 158 96
## 453 36.72700 149 99
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## 455 23.62056 138 88
## 456 26.20234 210 105
## 457 31.96670 126 89
## 458 28.37710 156 85
## 459 20.52542 151 99
## 460 33.50775 176 115
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## 462 29.44144 207 112
## 463 24.48918 146 99
## 464 31.43850 191 120
## 465 35.03149 187 129
## 466 29.75000 173 97
## 467 25.88498 160 94
## 468 30.76541 133 90
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## 470 23.47000 145 100
## 471 34.10000 134 84
## 472 31.98054 107 69
## 473 30.65417 174 104
## 474 19.74820 128 84
## 475 23.67000 138 115
## 476 30.78000 192 100
## 477 28.66780 203 113
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## 480 23.46074 158 110
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## 482 25.06407 170 120
## 483 23.92242 122 86
## 484 35.97683 144 95
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## 489 32.42903 146 90
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## 491 25.77711 204 118
## 492 27.25345 142 90
## 493 30.86520 148 99
## 494 25.46623 175 111
## 495 27.43791 148 99
## 496 31.78640 162 101
## 497 22.98743 201 112
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## 500 31.66138 182 117
## 501 19.52275 107 69
## 502 18.27490 210 104
## 503 30.40763 180 106
## 504 28.80152 138 91
## 505 41.79100 210 106
## 506 25.99740 157 101
## 507 32.22922 130 85
## 508 33.15637 155 101
## 509 25.63640 186 124
## 510 32.92644 162 102
## 511 22.11142 169 102
## 512 28.46180 163 110
## 513 24.77961 145 80
## 514 24.00000 107 69
## 515 24.12818 207 111
## 516 37.47194 172 114
## 517 20.68120 174 112
## 518 33.69260 215 129
## 519 28.87297 156 87
## 520 27.85253 168 112
## 521 25.35869 135 89
## 522 21.69093 120 76
## 523 25.55482 149 86
## 524 26.79999 177 97
## 525 28.89960 202 115
## 526 30.26183 190 120
## 527 30.10204 164 149
## 528 27.13689 168 104
## 529 31.22370 158 85
## 530 29.12150 156 109
## 531 19.92870 165 122
## 532 25.90493 186 114
## 533 24.08890 119 84
## 534 33.11240 130 93
## 535 22.35896 152 93
## 536 30.72325 176 121
## 537 20.81101 142 109
## 538 29.26300 180 122
## 539 30.11531 159 96
## 540 25.94136 140 98
## 541 25.18824 129 82
## 542 33.75772 187 116
## 543 25.22387 162 102
## 544 21.46038 189 114
## 545 30.63020 181 99
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## 547 25.46209 122 84
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## 549 27.02750 150 97
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## 554 17.36955 159 94
## 555 22.21165 138 92
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## 558 31.44861 163 95
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## 561 25.83170 178 104
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## 563 28.56260 174 110
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## 566 33.94223 123 72
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## 569 29.86810 181 113
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## 572 22.08414 146 76
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## 577 26.13812 154 93
## 578 26.13944 168 84
## 579 36.24377 146 101
## 580 29.44710 123 86
## 581 24.33346 166 97
## 582 23.30559 123 88
## 583 27.21160 136 96
## 584 28.77977 152 90
## 585 30.21850 161 92
## 586 29.51870 172 110
## 587 30.75560 135 91
## 588 25.09561 134 86
## 589 26.54500 178 104
## 590 24.51647 156 104
## 591 27.34972 151 100
## 592 32.95605 225 110
## 593 24.81296 132 79
## 594 21.62065 161 102
## 595 24.73580 169 98
## 596 26.77171 200 124
## 597 26.25114 136 93
## 598 22.64031 157 107
## 599 29.97130 173 95
## 600 23.60250 151 92
## 601 31.27283 191 137
## 602 21.49010 194 110
## 603 25.36707 163 105
## 604 31.45850 198 132
## 605 17.95522 114 80
## 606 22.03900 194 110
## 607 28.75619 130 94
## 608 27.78492 146 97
## 609 31.13530 128 91
## 610 30.29643 163 93
## 611 27.67125 200 150
## 612 18.82463 142 98
## 613 22.18106 158 99
## 614 26.48420 140 86
## 615 25.95912 158 108
## 616 33.27931 207 113
## 617 25.10777 138 84
## 618 21.61050 121 85
## 619 27.77260 145 91
## 620 35.22872 147 110
## 621 29.40888 146 76
## 622 26.53974 156 102
## 623 26.81110 179 98
## 624 27.85400 126 91
## 625 25.87745 144 89
## 626 24.69112 132 90
## 627 24.03655 132 92
## 628 28.97400 134 86
## 629 30.19527 162 109
## 630 27.93824 159 102
## 631 29.56944 190 101
## 632 26.31071 160 100
## 633 29.93313 168 107
## 634 34.29340 145 93
## 635 24.59058 199 94
## 636 27.97086 138 86
## 637 23.90760 143 97
## 638 17.14025 144 85
## 639 29.55133 186 110
## 640 24.01902 191 99
## 641 23.97876 174 106
## 642 21.43929 168 105
## 643 24.68190 179 111
## 644 26.57538 165 114
## 645 25.35130 134 92
## 646 30.73450 185 120
## 647 31.36720 151 110
## 648 34.44143 199 102
## 649 32.28880 159 85
## 650 26.52988 166 105
## 651 19.99042 160 102
## 652 25.67305 180 98
## 653 22.83050 127 82
## 654 30.41565 190 120
## 655 27.11111 166 107
## 656 23.06916 167 145
## 657 25.36336 143 102
## 658 30.67429 225 142
## 659 18.36547 165 103
## 660 29.41450 200 102
## 661 24.20910 200 113
## 662 25.99460 179 107
## 663 27.21176 182 102
## 664 28.61840 132 90
## 665 38.48618 166 111
## 666 28.68660 205 98
## 667 28.13793 164 92
## 668 31.57710 149 91
## 669 20.72681 132 82
## 670 22.04024 150 82
## 671 29.86667 167 96
## 672 21.48620 125 82
## 673 30.50739 170 107
## 674 31.35900 152 100
## 675 30.40918 158 105
## 676 22.47100 192 141
## 677 37.19360 202 114
## 678 21.34146 179 114
## 679 23.11080 187 126
## 680 32.19020 178 122
## 681 23.17000 114 76
## 682 28.19000 190 113
## 683 28.51000 129 83
## 684 30.29530 164 112
## 685 21.93190 140 101
## 686 33.09330 156 114
## 687 24.86008 124 89
## 688 16.53948 153 132
## 689 29.44040 141 108
## 690 25.74000 114 75
## 691 31.13000 149 98
## 692 20.19000 128 81
## 693 21.97000 135 108
## 694 26.17778 164 100
# Menghitung proporsi kelas
prop_table <- prop.table(table(undersampled_reglog$Target_PJK))
print(prop_table)
##
## 0 1
## 0.5230548 0.4769452
table(undersampled_reglog$Target_PJK)
##
## 0 1
## 363 331
Regresi Logistik Biner
Signifikansi Peubah
Data Train
reglog_train <- glm(Target_PJK ~ ., data = train_dt, family = binomial(link = "logit"))
## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred
summ <- summary(reglog_train)
summ
##
## Call:
## glm(formula = Target_PJK ~ ., family = binomial(link = "logit"),
## data = train_dt)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -4.2973 -0.0793 -0.0310 -0.0099 4.5338
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -25.146343 1.906557 -13.189 < 2e-16 ***
## Age -0.007410 0.012616 -0.587 0.556964
## Sex2 -0.436684 0.259641 -1.682 0.092593 .
## GD_Puasa 0.003083 0.005568 0.554 0.579782
## GD_PP 0.004121 0.003230 1.276 0.201952
## Kolestrol 0.005821 0.005508 1.057 0.290563
## LDL 0.004801 0.006025 0.797 0.425516
## HDL -0.013605 0.013186 -1.032 0.302182
## Lipoprotein 0.088004 0.017382 5.063 4.13e-07 ***
## Merokok1 -3.565062 0.850496 -4.192 2.77e-05 ***
## Merokok2 0.544339 0.396060 1.374 0.169322
## Merokok3 -0.218349 0.468155 -0.466 0.640927
## Merokok4 -0.446792 0.327318 -1.365 0.172251
## Lingkar_Perut 0.057182 0.015005 3.811 0.000138 ***
## Target_Hipertensi1 -2.010516 0.313986 -6.403 1.52e-10 ***
## Nyeri_Dada 0.894637 0.322131 2.777 0.005482 **
## Riwayat_Keluarga1 NA NA NA NA
## IMT -0.301704 0.051276 -5.884 4.01e-09 ***
## Sistolik 0.050225 0.009075 5.534 3.12e-08 ***
## Diastolik 0.139386 0.017069 8.166 3.18e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 2234.93 on 3728 degrees of freedom
## Residual deviance: 473.25 on 3710 degrees of freedom
## AIC: 511.25
##
## Number of Fisher Scoring iterations: 9
pred1 <- predict(reglog_train, test_dt, type = "response")
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
predicted <- round(pred1)
tab <- table(Predicted = predicted, Reference = test_dt$Target_PJK)
tab
## Reference
## Predicted 0 1
## 0 1439 27
## 1 17 114
confusionMatrix(as.factor(predicted), test_dt$Target_PJK)
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1439 27
## 1 17 114
##
## Accuracy : 0.9724
## 95% CI : (0.9632, 0.9799)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : <2e-16
##
## Kappa : 0.8232
##
## Mcnemar's Test P-Value : 0.1748
##
## Sensitivity : 0.9883
## Specificity : 0.8085
## Pos Pred Value : 0.9816
## Neg Pred Value : 0.8702
## Prevalence : 0.9117
## Detection Rate : 0.9011
## Detection Prevalence : 0.9180
## Balanced Accuracy : 0.8984
##
## 'Positive' Class : 0
##
Smote
library(car)
## Loading required package: carData
##
## Attaching package: 'car'
## The following object is masked from 'package:gtools':
##
## logit
## The following object is masked from 'package:dplyr':
##
## recode
reglog_smote <- glm(Target_PJK ~ ., data = smote_reglog, family = binomial(link = "logit"))
summ <- summary(reglog_smote)
summ
##
## Call:
## glm(formula = Target_PJK ~ ., family = binomial(link = "logit"),
## data = smote_reglog)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -5.2196 -0.0648 -0.0001 0.0784 3.4651
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -26.932851 1.876445 -14.353 < 2e-16 ***
## Age -0.002051 0.011729 -0.175 0.8612
## Sex2 -0.062811 0.237513 -0.264 0.7914
## GD_Puasa -0.001416 0.005092 -0.278 0.7809
## GD_PP 0.008290 0.003441 2.409 0.0160 *
## Kolestrol -0.003284 0.005967 -0.550 0.5821
## LDL 0.014036 0.006379 2.200 0.0278 *
## HDL -0.010925 0.011552 -0.946 0.3443
## Lipoprotein 0.114804 0.021336 5.381 7.42e-08 ***
## Merokok1 -3.985728 0.715786 -5.568 2.57e-08 ***
## Merokok2 0.974277 0.378842 2.572 0.0101 *
## Merokok3 -0.203621 0.395063 -0.515 0.6063
## Merokok4 -0.151301 0.274848 -0.550 0.5820
## Lingkar_Perut 0.024237 0.009712 2.496 0.0126 *
## Target_Hipertensi1 -2.731407 0.290590 -9.400 < 2e-16 ***
## Nyeri_Dada 4.361803 2.546775 1.713 0.0868 .
## Riwayat_Keluarga1 -3.013853 2.520354 -1.196 0.2318
## IMT -0.348256 0.049626 -7.018 2.26e-12 ***
## Sistolik 0.076299 0.010329 7.387 1.50e-13 ***
## Diastolik 0.164993 0.018317 9.007 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 4158.88 on 2999 degrees of freedom
## Residual deviance: 584.89 on 2980 degrees of freedom
## AIC: 624.89
##
## Number of Fisher Scoring iterations: 8
pred2 <- predict(reglog_smote, test_dt, type = "response")
predicted <- round(pred2)
tab <- table(Predicted = predicted, Reference = test_dt$Target_PJK)
tab
## Reference
## Predicted 0 1
## 0 1409 7
## 1 47 134
confusionMatrix(as.factor(predicted), test_dt$Target_PJK)
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1409 7
## 1 47 134
##
## Accuracy : 0.9662
## 95% CI : (0.9561, 0.9745)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8138
##
## Mcnemar's Test P-Value : 1.113e-07
##
## Sensitivity : 0.9677
## Specificity : 0.9504
## Pos Pred Value : 0.9951
## Neg Pred Value : 0.7403
## Prevalence : 0.9117
## Detection Rate : 0.8823
## Detection Prevalence : 0.8867
## Balanced Accuracy : 0.9590
##
## 'Positive' Class : 0
##
Oversampling
library(car)
reglog_over <- glm(Target_PJK ~ ., data = oversampling_reglog, family = binomial(link = "logit"))
summ <- summary(reglog_over)
summ
##
## Call:
## glm(formula = Target_PJK ~ ., family = binomial(link = "logit"),
## data = oversampling_reglog)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -3.9815 -0.1203 -0.0015 0.0909 4.0977
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -24.233798 1.169892 -20.715 < 2e-16 ***
## Age -0.008290 0.007377 -1.124 0.261124
## Sex2 -0.148824 0.178401 -0.834 0.404162
## GD_Puasa 0.003153 0.001870 1.686 0.091801 .
## GD_PP 0.003956 0.001277 3.098 0.001948 **
## Kolestrol 0.009755 0.002333 4.182 2.90e-05 ***
## LDL 0.005230 0.002477 2.111 0.034787 *
## HDL -0.006958 0.003066 -2.270 0.023226 *
## Lipoprotein 0.048201 0.007493 6.433 1.25e-10 ***
## Merokok1 -4.512881 0.567527 -7.952 1.84e-15 ***
## Merokok2 0.999396 0.281159 3.555 0.000379 ***
## Merokok3 -0.471320 0.339259 -1.389 0.164753
## Merokok4 -0.123693 0.207298 -0.597 0.550711
## Lingkar_Perut 0.020112 0.004413 4.558 5.17e-06 ***
## Target_Hipertensi1 -2.245074 0.209812 -10.700 < 2e-16 ***
## Nyeri_Dada 0.242300 0.370237 0.654 0.512824
## Riwayat_Keluarga1 0.731727 0.429879 1.702 0.088724 .
## IMT -0.079101 0.019929 -3.969 7.21e-05 ***
## Sistolik 0.064641 0.004769 13.554 < 2e-16 ***
## Diastolik 0.127738 0.008378 15.246 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 5169.37 on 3728 degrees of freedom
## Residual deviance: 986.25 on 3709 degrees of freedom
## AIC: 1026.2
##
## Number of Fisher Scoring iterations: 8
pred3 <- predict(reglog_over, test_dt, type = "response")
predicted <- round(pred3)
tab <- table(Predicted = predicted, Reference = test_dt$Target_PJK)
tab
## Reference
## Predicted 0 1
## 0 1392 11
## 1 64 130
confusionMatrix(as.factor(predicted), test_dt$Target_PJK)
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1392 11
## 1 64 130
##
## Accuracy : 0.953
## 95% CI : (0.9415, 0.9629)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : 1.714e-10
##
## Kappa : 0.7506
##
## Mcnemar's Test P-Value : 1.920e-09
##
## Sensitivity : 0.9560
## Specificity : 0.9220
## Pos Pred Value : 0.9922
## Neg Pred Value : 0.6701
## Prevalence : 0.9117
## Detection Rate : 0.8716
## Detection Prevalence : 0.8785
## Balanced Accuracy : 0.9390
##
## 'Positive' Class : 0
##
Undersampling
library(car)
reglog_under <- glm(Target_PJK ~ ., data = undersampled_reglog, family = binomial(link = "logit"))
summ <- summary(reglog_under)
summ
##
## Call:
## glm(formula = Target_PJK ~ ., family = binomial(link = "logit"),
## data = undersampled_reglog)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -2.92419 -0.05122 -0.00154 0.03220 2.78964
##
## Coefficients: (1 not defined because of singularities)
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -32.624887 5.003514 -6.520 7.01e-11 ***
## Age -0.001579 0.024911 -0.063 0.949454
## Sex2 -0.665555 0.545914 -1.219 0.222785
## GD_Puasa 0.022957 0.015144 1.516 0.129526
## GD_PP 0.004154 0.006777 0.613 0.539898
## Kolestrol -0.007708 0.011971 -0.644 0.519621
## LDL 0.022632 0.013940 1.624 0.104480
## HDL -0.001716 0.025422 -0.068 0.946169
## Lipoprotein 0.105657 0.043605 2.423 0.015391 *
## Merokok1 -5.293160 1.383881 -3.825 0.000131 ***
## Merokok2 1.252148 0.835504 1.499 0.133958
## Merokok3 -1.000771 0.912315 -1.097 0.272660
## Merokok4 -1.050678 0.656424 -1.601 0.109464
## Lingkar_Perut -0.005083 0.014412 -0.353 0.724310
## Target_Hipertensi1 -3.247176 0.703292 -4.617 3.89e-06 ***
## Nyeri_Dada 1.454045 0.645670 2.252 0.024323 *
## Riwayat_Keluarga1 NA NA NA NA
## IMT -0.203596 0.096555 -2.109 0.034978 *
## Sistolik 0.092461 0.023056 4.010 6.06e-05 ***
## Diastolik 0.187572 0.038443 4.879 1.07e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 960.61 on 693 degrees of freedom
## Residual deviance: 121.00 on 675 degrees of freedom
## AIC: 159
##
## Number of Fisher Scoring iterations: 9
pred4 <- predict(reglog_under, test_dt, type = "response")
## Warning in predict.lm(object, newdata, se.fit, scale = 1, type = if (type == :
## prediction from a rank-deficient fit may be misleading
predicted <- round(pred4)
tab <- table(Predicted = predicted, Reference = test_dt$Target_PJK)
tab
## Reference
## Predicted 0 1
## 0 1398 5
## 1 58 136
confusionMatrix(as.factor(predicted), test_dt$Target_PJK)
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1398 5
## 1 58 136
##
## Accuracy : 0.9606
## 95% CI : (0.9498, 0.9696)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : 1.663e-14
##
## Kappa : 0.7905
##
## Mcnemar's Test P-Value : 5.701e-11
##
## Sensitivity : 0.9602
## Specificity : 0.9645
## Pos Pred Value : 0.9964
## Neg Pred Value : 0.7010
## Prevalence : 0.9117
## Detection Rate : 0.8754
## Detection Prevalence : 0.8785
## Balanced Accuracy : 0.9624
##
## 'Positive' Class : 0
##
SVM
Smote
library(e1071)
## Warning: package 'e1071' was built under R version 4.2.3
##
## Attaching package: 'e1071'
## The following object is masked from 'package:gtools':
##
## permutations
tuningsvm <- tune(svm, Target_PJK~.,data=smote_reglog,
ranges=list(kernel=c("radial","linear","polynomial","sigmoid")))
tuningsvm$best.model
##
## Call:
## best.tune(METHOD = svm, train.x = Target_PJK ~ ., data = smote_reglog,
## ranges = list(kernel = c("radial", "linear", "polynomial", "sigmoid")))
##
##
## Parameters:
## SVM-Type: C-classification
## SVM-Kernel: radial
## cost: 1
##
## Number of Support Vectors: 400
tune_svm <- tune(svm, Target_PJK~.,data=smote_reglog,
kernel="radial", ranges=list(cost=10^(-2:2), gamma=c(.25,.5,1,2)))
print(tune_svm)
##
## Parameter tuning of 'svm':
##
## - sampling method: 10-fold cross validation
##
## - best parameters:
## cost gamma
## 10 0.5
##
## - best performance: 0.01466667
modelsvmsmote <- svm(Target_PJK ~.,data=smote_reglog, kernel="radial", cost=10, gamma=.5)
confusionMatrix(predict(modelsvmsmote,test_dt), as.factor(test_dt$Target_PJK), positive = "1")
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1425 28
## 1 31 113
##
## Accuracy : 0.9631
## 95% CI : (0.9526, 0.9718)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : 4.632e-16
##
## Kappa : 0.7727
##
## Mcnemar's Test P-Value : 0.7946
##
## Sensitivity : 0.80142
## Specificity : 0.97871
## Pos Pred Value : 0.78472
## Neg Pred Value : 0.98073
## Prevalence : 0.08829
## Detection Rate : 0.07076
## Detection Prevalence : 0.09017
## Balanced Accuracy : 0.89006
##
## 'Positive' Class : 1
##
Oversampling
library(e1071)
tuningsvm <- tune(svm, Target_PJK~.,data=oversampling_reglog,
ranges=list(kernel=c("radial","linear","polynomial","sigmoid")))
tuningsvm$best.model
##
## Call:
## best.tune(METHOD = svm, train.x = Target_PJK ~ ., data = oversampling_reglog,
## ranges = list(kernel = c("radial", "linear", "polynomial", "sigmoid")))
##
##
## Parameters:
## SVM-Type: C-classification
## SVM-Kernel: radial
## cost: 1
##
## Number of Support Vectors: 588
tune_svm <- tune(svm, Target_PJK~.,data=oversampling_reglog,
kernel="radial", ranges=list(cost=10^(-2:2), gamma=c(.25,.5,1,2)))
print(tune_svm)
##
## Parameter tuning of 'svm':
##
## - sampling method: 10-fold cross validation
##
## - best parameters:
## cost gamma
## 1 0.25
##
## - best performance: 0.03325262
modelsvmover <- svm(Target_PJK ~.,data=oversampling_reglog, kernel="radial", cost=1, gamma=.25)
confusionMatrix(predict(modelsvmover,test_dt), as.factor(test_dt$Target_PJK), positive = "1")
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1380 8
## 1 76 133
##
## Accuracy : 0.9474
## 95% CI : (0.9353, 0.9578)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : 4.703e-08
##
## Kappa : 0.7317
##
## Mcnemar's Test P-Value : 2.665e-13
##
## Sensitivity : 0.94326
## Specificity : 0.94780
## Pos Pred Value : 0.63636
## Neg Pred Value : 0.99424
## Prevalence : 0.08829
## Detection Rate : 0.08328
## Detection Prevalence : 0.13087
## Balanced Accuracy : 0.94553
##
## 'Positive' Class : 1
##
Undersampling
library(e1071)
tuningsvm <- tune(svm, Target_PJK~.,data=undersampled_reglog,
ranges=list(kernel=c("radial","linear","polynomial","sigmoid")))
tuningsvm$best.model
##
## Call:
## best.tune(METHOD = svm, train.x = Target_PJK ~ ., data = undersampled_reglog,
## ranges = list(kernel = c("radial", "linear", "polynomial", "sigmoid")))
##
##
## Parameters:
## SVM-Type: C-classification
## SVM-Kernel: linear
## cost: 1
##
## Number of Support Vectors: 81
tune_svm <- tune(svm, Target_PJK~.,data=undersampled_reglog,
kernel="radial", ranges=list(cost=10^(-2:2), gamma=c(.25,.5,1,2)))
print(tune_svm)
##
## Parameter tuning of 'svm':
##
## - sampling method: 10-fold cross validation
##
## - best parameters:
## cost gamma
## 10 0.25
##
## - best performance: 0.05753623
modelsvmunder <- svm(Target_PJK ~.,data=undersampled_reglog, kernel="radial", cost=1, gamma=.25)
confusionMatrix(predict(modelsvmunder,test_dt), as.factor(test_dt$Target_PJK), positive = "1")
## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 1327 4
## 1 129 137
##
## Accuracy : 0.9167
## 95% CI : (0.9021, 0.9298)
## No Information Rate : 0.9117
## P-Value [Acc > NIR] : 0.2563
##
## Kappa : 0.6306
##
## Mcnemar's Test P-Value : <2e-16
##
## Sensitivity : 0.97163
## Specificity : 0.91140
## Pos Pred Value : 0.51504
## Neg Pred Value : 0.99699
## Prevalence : 0.08829
## Detection Rate : 0.08579
## Detection Prevalence : 0.16656
## Balanced Accuracy : 0.94152
##
## 'Positive' Class : 1
##