Obesity <- read.csv('/Users/ankit/Downloads/Obesity.csv')
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

Generating 5-10 random samples

rn_samples <- sample(5:10, 1)

Making sure that size of each sample is roughly 50% of the original data.

sample_size <- round(0.5 * nrow(Obesity))

creating empty list to store sample data frames

sample_df <- list()

Generating and storing random samples (with replacement)

for (i in 1:rn_samples) {
  rn_rows <- sample(1:nrow(Obesity), sample_size, replace = TRUE)
  
#Selecting all columns for the sample
rn_df <- Obesity[rn_rows, ]

#Giving a name to the sample dataframe
sample_name <- paste("DF_1", i, sep = "")

#storing sample dataframe in the list
sample_df[[sample_name]] <- rn_df
}
sample_df
## $DF_11
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 1064   Female 45.00000 1.675953  79.66832                            yes  yes
## 2007   Female 26.00000 1.641132 111.84171                            yes  yes
## 354    Female 24.00000 1.600000  51.00000                            yes  yes
## 1057     Male 24.91199 1.785241  88.03748                            yes  yes
## 910      Male 23.11833 1.677573  75.00000                            yes  yes
## 468      Male 22.00000 1.740000  75.00000                            yes  yes
## 1884   Female 26.00000 1.631332 111.82996                            yes  yes
## 932    Female 21.53823 1.610327  67.99978                            yes  yes
## 413      Male 33.00000 1.850000  85.00000                             no  yes
## 503    Female 21.90012 1.843419 165.05727                            yes  yes
## 1058     Male 24.44485 1.718845  86.31989                            yes  yes
## 696      Male 19.72925 1.793315  58.19515                            yes  yes
## 173    Female 23.00000 1.650000  59.00000                             no   no
## 1530     Male 41.00000 1.750000 116.59435                            yes  yes
## 543    Female 19.63390 1.660840  49.03979                             no   no
## 1483   Female 37.87297 1.565366  80.00000                            yes  yes
## 1568     Male 30.52085 1.784049 120.64418                            yes  yes
## 1215   Female 25.70629 1.585547  80.35126                            yes  yes
## 1731     Male 30.59563 1.910672 129.23271                            yes  yes
## 1535     Male 20.01391 1.647821 106.50995                            yes  yes
## 639      Male 17.49127 1.834637  59.99086                            yes  yes
## 1337     Male 21.01112 1.856315 118.18380                            yes  yes
## 1438   Female 38.89507 1.549257  80.00000                            yes  yes
## 1563     Male 40.79406 1.735851 109.88933                            yes  yes
## 1104     Male 18.88485 1.699667  79.67793                            yes   no
## 493      Male 45.00000 1.700000  86.00000                             no  yes
## 649    Female 22.54730 1.722461  51.88126                            yes  yes
## 1559     Male 26.77411 1.755938 112.28768                            yes  yes
## 1982   Female 25.49359 1.673665 104.70471                            yes  yes
## 1669     Male 30.00336 1.758355 112.00710                            yes  yes
## 806      Male 21.03379 1.625891  70.00000                             no  yes
## 42       Male 23.00000 1.680000  60.00000                             no   no
## 2028   Female 18.20634 1.807406 141.79943                            yes  yes
## 700    Female 16.92879 1.710948  45.24863                             no  yes
## 1609     Male 39.08886 1.750000 119.02910                            yes  yes
## 744      Male 18.38138 1.722547  53.78398                            yes  yes
## 1712     Male 28.98624 1.758618 113.50155                            yes  yes
## 210    Female 22.00000 1.690000  65.00000                            yes  yes
## 1707     Male 22.34320 1.870340 121.45823                            yes  yes
## 140      Male 25.00000 1.700000  68.00000                             no  yes
## 421      Male 18.00000 1.850000  60.00000                            yes  yes
## 995      Male 22.05215 1.792527  89.99442                            yes  yes
## 1599     Male 30.68670 1.644517 100.00442                            yes  yes
## 907      Male 21.42054 1.712473  75.00000                            yes  yes
## 1160     Male 34.64704 1.769499  85.00000                            yes  yes
## 759      Male 21.00000 1.605404  68.22651                             no  yes
## 1118     Male 25.03591 1.763101  88.53203                            yes  yes
## 98     Female 21.00000 1.520000  42.00000                             no   no
## 1137     Male 19.79527 1.758972  87.86143                            yes  yes
## 508      Male 19.79905 1.743702  54.92753                            yes  yes
## 206    Female 23.00000 1.600000  78.00000                            yes  yes
## 29       Male 19.00000 1.750000  76.00000                            yes  yes
## 11       Male 26.00000 1.850000 105.00000                            yes  yes
## 693      Male 18.00000 1.767058  51.13281                            yes  yes
## 484    Female 18.00000 1.500000  58.00000                             no  yes
## 1880   Female 19.26293 1.741014 132.57927                            yes  yes
## 438    Female 18.00000 1.600000  56.00000                            yes  yes
## 300      Male 23.00000 1.700000  75.00000                             no  yes
## 1101     Male 19.14971 1.699818  78.00000                            yes   no
## 2007.1 Female 26.00000 1.641132 111.84171                            yes  yes
## 605    Female 19.00000 1.538398  42.00000                             no  yes
## 833      Male 21.00000 1.620000  70.00000                             no  yes
## 689      Male 17.72992 1.732862  51.21646                             no  yes
## 1544     Male 21.55636 1.773664 116.16033                            yes  yes
## 497      Male 18.00000 1.720000  53.00000                            yes  yes
## 987    Female 28.58394 1.578560  65.52274                            yes   no
## 597      Male 17.46942 1.798645  59.61272                            yes  yes
## 1797     Male 20.91437 1.644751 101.06799                            yes  yes
## 1912   Female 18.31459 1.745602 133.55469                            yes  yes
## 1141     Male 22.18576 1.784555  89.83669                            yes  yes
## 1685     Male 22.82975 1.765137 116.66991                            yes  yes
## 1380     Male 38.74831 1.782067 103.58634                            yes  yes
## 1224   Female 37.35629 1.559499  77.26813                            yes  yes
## 1529     Male 24.73942 1.757069 117.29823                            yes  yes
## 13       Male 22.00000 1.650000  56.00000                             no   no
## 960    Female 16.37001 1.613921  66.73877                            yes  yes
## 2077   Female 19.52894 1.817917 142.55916                            yes  yes
## 468.1    Male 22.00000 1.740000  75.00000                            yes  yes
## 121    Female 23.00000 1.670000  75.00000                            yes  yes
## 1104.1   Male 18.88485 1.699667  79.67793                            yes   no
## 1523     Male 28.36315 1.793476 112.72500                            yes  yes
## 296    Female 16.00000 1.660000  58.00000                             no   no
## 664    Female 21.00000 1.520000  42.00000                             no  yes
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 1225     Male 22.75465 1.734237  95.00000                            yes  yes
## 12     Female 21.00000 1.720000  80.00000                            yes  yes
## 1198     Male 33.15190 1.685127  83.98690                            yes  yes
## 1065     Male 22.08739 1.786238  89.80249                            yes  yes
## 1546     Male 24.14530 1.825590 120.86039                            yes  yes
## 999      Male 24.67981 1.700000  84.68755                            yes  yes
## 1593     Male 32.25962 1.703346 102.68624                            yes  yes
## 1532     Male 23.26006 1.849003 121.41474                            yes  yes
## 1869   Female 26.00000 1.638836 110.97048                            yes  yes
## 914      Male 21.00000 1.610209  68.86501                             no  yes
## 272    Female 19.00000 1.500000  50.00000                             no  yes
## 1156   Female 23.58606 1.700499  81.10860                            yes  yes
## 808      Male 26.65042 1.791047  83.26312                             no  yes
## 1243   Female 39.13563 1.507867  79.58958                            yes  yes
## 178      Male 22.00000 1.840000  84.00000                            yes  yes
## 821    Female 32.99712 1.672446  74.81271                            yes  yes
## 890    Female 18.86915 1.756774  79.98979                            yes  yes
## 864    Female 30.61359 1.645511  69.16898                            yes  yes
## 2062   Female 25.96479 1.623938 109.98426                            yes  yes
## 1830   Female 25.90228 1.669701 104.58578                            yes  yes
## 1538     Male 30.87072 1.670774 101.62619                            yes  yes
## 1322   Female 23.00000 1.608469  82.95480                            yes  yes
## 808.1    Male 26.65042 1.791047  83.26312                             no  yes
## 1284   Female 30.16341 1.533364  78.03038                            yes  yes
## 473    Female 18.00000 1.540000  71.00000                             no   no
## 1735     Male 30.71773 1.767140 120.34440                            yes  yes
## 1219   Female 22.67994 1.608400  82.60398                            yes  yes
## 721    Female 22.17692 1.717460  51.49196                            yes  yes
## 1991   Female 26.00000 1.624576 110.80312                            yes  yes
## 92     Female 20.00000 1.610000  64.00000                            yes   no
## 27       Male 21.00000 1.700000  65.00000                            yes  yes
## 1525     Male 25.49875 1.885543 121.25308                            yes  yes
## 1617     Male 22.97736 1.839699 120.43155                            yes  yes
## 1254     Male 23.00000 1.753716 106.49141                            yes  yes
## 950      Male 23.00000 1.701584  75.09357                            yes  yes
## 1911   Female 21.52129 1.803677 160.63941                            yes  yes
## 271      Male 23.00000 1.820000 107.00000                             no  yes
## 947      Male 19.63720 1.814182  85.30103                            yes  yes
## 1994   Female 21.02899 1.748524 133.87884                            yes  yes
## 462      Male 21.00000 1.710000 100.00000                            yes  yes
## 933      Male 22.82843 1.710415  75.14286                            yes  yes
## 894      Male 25.78592 1.818848  87.03240                             no  yes
## 1478     Male 20.80319 1.882533 117.46852                            yes  yes
## 1603     Male 30.18830 1.758382 112.10074                            yes  yes
## 502    Female 21.85383 1.755643 137.79688                            yes  yes
## 937    Female 21.97977 1.600000  66.12696                            yes  yes
## 366      Male 24.00000 1.700000  68.00000                             no  yes
## 496      Male 19.00000 1.800000  60.00000                            yes  yes
## 337      Male 20.00000 1.700000  65.00000                             no  yes
## 283    Female 18.00000 1.620000  55.00000                            yes  yes
## 1195     Male 30.35775 1.841852  93.61425                            yes  yes
## 586    Female 17.40203 1.710756  50.00000                             no  yes
## 832      Male 21.00000 1.620000  70.00000                             no  yes
## 1249     Male 20.82596 1.793378 105.65504                            yes  yes
## 1945   Female 21.05198 1.729719 131.87756                            yes  yes
## 639.1    Male 17.49127 1.834637  59.99086                            yes  yes
## 1350     Male 19.52470 1.942725 121.65798                            yes  yes
## 311      Male 17.00000 1.790000  57.00000                            yes  yes
## 1832   Female 20.52099 1.668642 124.70478                            yes  yes
## 1630     Male 32.86733 1.697421 103.01762                            yes  yes
## 1044   Female 20.00000 1.625236  74.43336                            yes   no
## 529    Female 21.99652 1.733263  50.89036                             no   no
## 501    Female 26.00000 1.622397 110.79263                            yes  yes
## 1498   Female 18.00000 1.692913  89.93889                            yes  yes
## 640      Male 18.00000 1.721854  52.51430                            yes  yes
## 1002     Male 31.33380 1.835381  91.05960                            yes  yes
## 1590     Male 38.52365 1.765836 118.53325                            yes  yes
## 2074   Female 20.39408 1.747714 128.14811                            yes  yes
## 5        Male 22.00000 1.780000  89.80000                             no   no
## 975    Female 18.00315 1.729996  75.81686                            yes  yes
## 1124     Male 22.73041 1.758687  89.67365                            yes  yes
## 489      Male 21.00000 1.880000  84.00000                            yes  yes
## 1617.1   Male 22.97736 1.839699 120.43155                            yes  yes
## 1946   Female 23.45530 1.677672 114.47048                            yes  yes
## 1162     Male 18.18182 1.662669  79.86355                            yes   no
## 1763     Male 30.44408 1.761068 118.37063                            yes  yes
## 327      Male 18.00000 1.700000  55.30000                            yes  yes
## 1729     Male 30.89922 1.909639 129.01318                            yes  yes
## 1834   Female 26.00000 1.622418 110.67634                            yes  yes
## 1981   Female 25.79519 1.669039 104.59393                            yes  yes
## 1517     Male 32.70765 1.695347 102.81070                            yes  yes
## 581      Male 17.00000 1.824414  59.29517                            yes  yes
## 812      Male 19.74120 1.816783  86.52280                            yes  yes
## 9        Male 24.00000 1.780000  64.00000                            yes  yes
## 1284.1 Female 30.16341 1.533364  78.03038                            yes  yes
## 246    Female 20.00000 1.640000  49.00000                             no   no
## 246.1  Female 20.00000 1.640000  49.00000                             no   no
## 1643     Male 27.43906 1.785277 112.74080                            yes  yes
## 142      Male 25.00000 1.870000  66.00000                             no  yes
## 2071   Female 24.69311 1.667383 112.98255                            yes  yes
## 1527     Male 31.45741 1.874070 128.86744                            yes  yes
## 1630.1   Male 32.86733 1.697421 103.01762                            yes  yes
## 197      Male 22.00000 1.750000  74.00000                            yes   no
## 1063   Female 43.23840 1.733875  86.94538                            yes  yes
## 1235     Male 40.31779 1.786318  98.44731                            yes  yes
## 96       Male 26.00000 1.700000  70.00000                            yes   no
## 1407     Male 23.66814 1.777416  97.84241                            yes  yes
## 1147     Male 31.26463 1.803129  91.05222                            yes  yes
## 1312     Male 31.63005 1.671705  90.00000                            yes  yes
## 1870   Female 26.00000 1.621245 111.26733                            yes  yes
## 1934   Female 25.65323 1.657570 109.93123                            yes  yes
## 1061   Female 34.28168 1.673333  77.20569                            yes  yes
## 1515     Male 25.31459 1.787802 115.12766                            yes  yes
## 502.1  Female 21.85383 1.755643 137.79688                            yes  yes
## 1283     Male 38.29726 1.789109 100.06627                            yes  yes
## 1121     Male 23.80679 1.732492  84.55780                            yes  yes
## 1262     Male 21.21462 1.930416 118.56051                            yes  yes
## 1711     Male 23.36031 1.610647 100.64226                            yes  yes
## 212    Female 21.00000 1.630000  51.00000                             no  yes
## 1660     Male 23.14140 1.849307 121.65873                            yes  yes
## 1908   Female 21.84065 1.747479 136.51665                            yes  yes
## 282      Male 18.00000 1.700000  55.00000                            yes  yes
## 226      Male 25.00000 1.830000 121.00000                            yes   no
## 727    Female 20.25562 1.534223  41.26860                             no  yes
## 2031   Female 20.79627 1.796538 152.47367                            yes  yes
## 1793     Male 24.00240 1.609418 100.07837                            yes  yes
## 674    Female 18.87459 1.533609  41.66935                             no  yes
## 288    Female 18.00000 1.600000  58.00000                            yes  yes
## 1112     Male 18.01172 1.680991  79.75292                            yes  yes
## 1960   Female 25.96650 1.630730 104.79055                            yes  yes
## 1929   Female 26.00000 1.652674 111.91916                            yes  yes
## 758    Female 21.84502 1.613668  68.12695                            yes  yes
## 1469     Male 18.00000 1.811189 108.80096                            yes  yes
## 1131   Female 22.98985 1.650000  80.00000                            yes  yes
## 1489   Female 37.06360 1.502609  75.27961                            yes  yes
## 1731.1   Male 30.59563 1.910672 129.23271                            yes  yes
## 1940   Female 26.00000 1.622701 109.98269                            yes  yes
## 1337.1   Male 21.01112 1.856315 118.18380                            yes  yes
## 1767     Male 30.70256 1.861980 126.41841                            yes  yes
## 1897   Female 25.93476 1.579893 102.13465                            yes  yes
## 1566     Male 30.95805 1.906821 128.85668                            yes  yes
## 294      Male 19.00000 1.820000  75.00000                            yes   no
## 1108   Female 37.20517 1.667469  80.99337                            yes  yes
## 629      Male 17.08049 1.782756  56.02942                            yes  yes
## 2073   Female 18.42348 1.735461 126.79817                            yes  yes
## 228    Female 24.00000 1.620000  58.00000                             no  yes
## 1956   Female 26.00000 1.639251 111.92700                            yes  yes
## 872      Male 23.80144 1.855779  86.09852                            yes  yes
## 1406     Male 23.32471 1.769484  96.07846                            yes  yes
## 1711.1   Male 23.36031 1.610647 100.64226                            yes  yes
## 423      Male 19.00000 1.750000  58.00000                             no  yes
## 141      Male 23.00000 1.890000  65.00000                            yes  yes
## 395    Female 17.00000 1.530000  55.00000                            yes  yes
## 1638     Male 33.17415 1.750150 118.29958                            yes  yes
## 1772     Male 25.66668 1.798580 117.93329                            yes  yes
## 554      Male 16.30687 1.752755  50.00000                             no  yes
## 594      Male 18.27436 1.824655  58.62135                            yes  yes
## 390    Female 16.00000 1.610000  65.00000                            yes  yes
## 1929.1 Female 26.00000 1.652674 111.91916                            yes  yes
## 266      Male 18.00000 1.700000  50.00000                             no  yes
## 1136   Female 21.95994 1.483284  62.89428                            yes   no
## 1178   Female 19.95526 1.589100  72.71361                            yes   no
## 135      Male 30.00000 1.770000 109.00000                            yes  yes
## 2053   Female 21.63598 1.748106 133.25903                            yes  yes
## 607      Male 18.00000 1.717826  51.73250                            yes  yes
## 860      Male 23.00000 1.690196  75.00000                            yes  yes
## 1203     Male 24.36212 1.716677  85.26134                            yes  yes
## 580      Male 17.00000 1.848294  59.40902                            yes  yes
## 1815   Female 21.05606 1.730113 152.09436                            yes  yes
## 1237     Male 21.72127 1.712163  98.69997                            yes  yes
## 27.1     Male 21.00000 1.700000  65.00000                            yes  yes
## 913    Female 21.16557 1.617749  68.90814                            yes  yes
## 1580     Male 22.90888 1.876898 121.27783                            yes  yes
## 684    Female 18.28821 1.713564  50.00000                             no  yes
## 441    Female 18.00000 1.550000  56.00000                             no  yes
## 304    Female 16.00000 1.570000  49.00000                             no  yes
## 1623     Male 24.04090 1.603226  99.60553                            yes  yes
## 1930   Female 25.98618 1.663632 105.12211                            yes  yes
## 949    Female 31.62638 1.666023  72.90619                            yes  yes
## 1607     Male 29.90658 1.913252 129.23222                            yes  yes
## 1817   Female 24.26594 1.719365 114.51154                            yes  yes
## 112    Female 22.00000 1.580000  58.00000                            yes  yes
## 754      Male 21.96243 1.696336  75.00000                            yes  yes
## 918    Female 36.63146 1.532322  62.41723                            yes  yes
## 1532.1   Male 23.26006 1.849003 121.41474                            yes  yes
## 271.1    Male 23.00000 1.820000 107.00000                             no  yes
## 473.1  Female 18.00000 1.540000  71.00000                             no   no
## 500    Female 18.50334 1.683124 126.67378                            yes  yes
## 1844   Female 25.99865 1.640741 104.80854                            yes  yes
## 737    Female 19.02949 1.573987  44.31625                             no   no
## 211      Male 20.00000 1.800000 114.00000                            yes  yes
## 108      Male 22.00000 1.880000  90.00000                            yes  yes
## 1437   Female 22.99717 1.655742  82.46376                            yes  yes
## 323    Female 23.00000 1.750000  56.00000                             no   no
## 2049   Female 18.63429 1.669354 126.08830                            yes  yes
## 1106     Male 22.67568 1.823765  96.94526                            yes  yes
## 964    Female 19.75580 1.542328  63.85619                             no  yes
## 1292     Male 22.72045 1.650000  89.13921                            yes  yes
## 118    Female 17.00000 1.700000  85.00000                            yes   no
## 1232   Female 37.95537 1.560648  80.00000                            yes  yes
## 1306   Female 43.59200 1.595165  77.35474                            yes  yes
## 509      Male 17.18875 1.771915  55.69504                            yes  yes
## 1183     Male 20.43272 1.719342  80.79081                            yes  yes
## 539    Female 18.76603 1.579561  41.89020                             no  yes
## 1835   Female 26.00000 1.643332 110.82470                            yes  yes
## 650    Female 21.83800 1.588046  44.23607                             no   no
## 952    Female 17.42027 1.489409  53.62060                             no  yes
## 47       Male 21.00000 1.820000  72.00000                            yes  yes
## 319    Female 25.00000 1.560000  45.00000                             no  yes
## 776      Male 18.12821 1.778447  80.27381                            yes  yes
## 1383   Female 26.22007 1.560258  78.43590                            yes  yes
## 734      Male 18.00000 1.707259  50.66446                            yes  yes
## 306      Male 23.00000 1.750000 120.00000                            yes  yes
## 1745     Male 25.55051 1.772740 114.25428                            yes  yes
## 1978   Female 26.00000 1.622703 111.21619                            yes  yes
## 1510   Female 19.04536 1.612910  82.19340                            yes  yes
## 1506     Male 21.37968 1.701413  96.71073                            yes  yes
## 197.1    Male 22.00000 1.750000  74.00000                            yes   no
## 549    Female 19.31496 1.661403  49.93220                             no  yes
## 2007.2 Female 26.00000 1.641132 111.84171                            yes  yes
## 1311   Female 37.53207 1.615385  80.00000                            yes  yes
## 68       Male 23.00000 1.650000  95.00000                            yes  yes
## 479      Male 19.00000 1.690000  65.00000                             no  yes
## 494      Male 20.00000 1.800000  65.00000                             no  yes
## 2107   Female 20.97684 1.710730 131.40853                            yes  yes
## 1111     Male 24.65760 1.708800  83.52011                            yes  yes
## 2029   Female 18.53283 1.750910 142.54518                            yes  yes
## 1662     Male 22.83210 1.867140 121.83588                            yes  yes
## 280      Male 18.00000 1.790000  52.00000                             no   no
## 901    Female 21.00000 1.618148  68.98140                            yes  yes
## 1320     Male 35.32211 1.780000 102.26596                            yes  yes
## 1700     Male 39.82559 1.706741 108.01260                            yes  yes
## 1789     Male 24.05331 1.872561 121.47108                            yes  yes
## 1566.1   Male 30.95805 1.906821 128.85668                            yes  yes
## 2027   Female 21.83832 1.758959 137.79299                            yes  yes
## 1493     Male 18.00000 1.782722 108.04431                            yes  yes
## 1190   Female 18.85047 1.550053  72.95180                            yes   no
## 1776     Male 37.20708 1.762921 118.40174                            yes  yes
## 2099   Female 25.99235 1.606474 104.95429                            yes  yes
## 647    Female 22.03313 1.704223  51.43798                            yes  yes
## 317      Male 38.00000 1.750000  75.00000                            yes   no
## 637    Female 19.05401 1.556611  39.69530                             no  yes
## 77     Female 24.00000 1.600000  45.00000                            yes   no
## 680    Female 22.42267 1.700110  50.17343                            yes  yes
## 1900   Female 26.00000 1.659557 111.99910                            yes  yes
## 281      Male 21.00000 1.750000  62.00000                             no  yes
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## 1793.2   Male 24.00240 1.609418 100.07837                            yes  yes
## 1487     Male 17.41263 1.723191  97.35037                            yes  yes
## 362    Female 40.00000 1.560000  80.00000                            yes  yes
## 1915   Female 26.00000 1.635905 111.57108                            yes  yes
## 1052     Male 21.02766 1.726774  82.85375                            yes  yes
## 1575.2   Male 25.48652 1.762461 115.53162                            yes  yes
## 2073.1 Female 18.42348 1.735461 126.79817                            yes  yes
## 329      Male 19.00000 1.740000  74.00000                            yes   no
## 1958   Female 26.00000 1.641209 111.85649                            yes  yes
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 1633     Male 28.99281 1.909105 129.87486                            yes  yes
## 1975   Female 18.13782 1.819728 151.27853                            yes  yes
## 1145     Male 23.94003 1.721348  83.98671                            yes  yes
## 922      Male 21.00000 1.620000  70.00000                             no  yes
## 732      Male 17.00075 1.822084  58.44305                            yes  yes
## 1433   Female 22.53893 1.603963  82.01264                            yes  yes
## 6        Male 29.00000 1.620000  53.00000                             no  yes
## 1979   Female 26.00000 1.640606 111.03688                            yes  yes
## 1877.1 Female 19.72572 1.746529 129.36377                            yes  yes
## 667    Female 18.90944 1.732096  50.00000                             no  yes
## 1051.1   Male 27.00000 1.880992  99.62378                            yes  yes
## 830    Female 21.19822 1.743841  78.88036                            yes  yes
## 256      Male 19.00000 1.780000  81.00000                            yes   no
## 1765     Male 31.19022 1.842812 125.97393                            yes  yes
## 1585.1   Male 30.57734 1.868923 125.06426                            yes  yes
## 609      Male 18.00000 1.701650  50.15771                            yes  yes
## 1067     Male 31.39828 1.919543 101.54459                            yes  yes
## 562    Female 17.08287 1.640824  43.36500                             no  yes
## 1922   Female 25.91852 1.621231 104.98679                            yes  yes
## 331    Female 17.00000 1.800000  50.00000                             no  yes
## 646    Female 21.12510 1.767479  56.26596                            yes  yes
## 1795     Male 30.64243 1.653876 102.58389                            yes  yes
## 275.1  Female 25.00000 1.610000  61.00000                             no   no
## 1758     Male 23.82668 1.783609 120.92154                            yes  yes
## 1045.1 Female 18.54944 1.545196  72.46786                            yes   no
## 1251   Female 18.00000 1.685633  90.03267                            yes  yes
## 283.2  Female 18.00000 1.620000  55.00000                            yes  yes
## 1202.1   Male 24.34741 1.789193  89.39359                            yes  yes
## 1847   Female 19.88565 1.763343 133.95267                            yes  yes
## 1480     Male 21.96222 1.931263 118.20313                            yes  yes
## 800    Female 19.00000 1.760000  79.54500                            yes  yes
## 1367   Female 18.00000 1.649439  84.89774                            yes  yes
## 2082   Female 21.57211 1.751067 133.84506                            yes  yes
## 287    Female 21.00000 1.600000  61.00000                             no  yes
## 1736     Male 26.73448 1.816197 119.62276                            yes  yes
## 1641     Male 25.84628 1.772731 115.82817                            yes  yes
## 1747     Male 25.75831 1.766547 115.45845                            yes  yes
## 1328     Male 29.38924 1.681855  90.00000                            yes  yes
## 1379     Male 32.89564 1.783901 103.77137                            yes  yes
## 1957   Female 26.00000 1.654784 111.93315                            yes  yes
## 298      Male 26.00000 1.740000  80.00000                             no   no
## 40     Female 21.00000 1.750000  88.00000                            yes  yes
## 804      Male 28.39124 1.810060  87.28678                             no  yes
## 1562     Male 31.19446 1.726279 110.71471                            yes  yes
## 364.1    Male 19.00000 1.800000  80.00000                             no  yes
## 1273.1   Male 24.73331 1.639383  91.26709                            yes  yes
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 887      Male 19.47853 1.804099  85.19628                            yes  yes
## 1252   Female 18.26770 1.706343  93.34884                            yes  yes
## 1325   Female 22.48089 1.605662  82.47038                            yes  yes
## 1544.1   Male 21.55636 1.773664 116.16033                            yes  yes
## 1343     Male 21.72738 1.783782 105.00028                            yes  yes
## 247.1  Female 20.00000 1.570000  60.00000                             no  yes
## 735      Male 18.00000 1.708107  51.31466                            yes  yes
## 103    Female 21.00000 1.550000  57.00000                             no  yes
## 2040   Female 25.95174 1.629442 104.83535                            yes  yes
## 634      Male 17.06713 1.896734  59.89505                            yes  yes
## 1428     Male 22.12633 1.717262  98.57916                            yes  yes
## 751      Male 19.11498 1.855543  88.96552                            yes  yes
## 1996   Female 20.38805 1.777971 137.78503                            yes  yes
## 1096     Male 23.00000 1.718981  81.66995                            yes  yes
## 1344     Male 18.00000 1.783906 109.20761                            yes  yes
## 165      Male 35.00000 1.770000  85.00000                            yes   no
## 1171   Female 38.09739 1.696954  78.15604                            yes  yes
## 1636     Male 26.68435 1.819535 118.33269                            yes  yes
## 1990   Female 26.00000 1.626503 110.81876                            yes  yes
## 344.1    Male 23.00000 1.650000  66.00000                             no   no
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 1064   2.598051 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1057   1.306844 2.279546  Sometimes    no 2.000000  no 0.000000 0.739609
## 910    2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 468    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 932    1.887951 3.728377         no    no 2.682107  no 1.123931 0.492528
## 413    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 173    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1530   2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 543    2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 1483   2.002564 1.974233  Sometimes    no 1.935398  no 1.649299 0.000000
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1215   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1337   2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1438   2.736628 1.130751  Sometimes    no 1.385175  no 1.666965 0.000000
## 1563   2.305349 3.169089  Sometimes    no 1.021610  no 0.908981 0.000000
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 649    2.663421 3.000000 Frequently    no 1.041110  no 0.794402 1.391948
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 1669   1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 806    2.000000 1.000000         no    no 2.008760  no 0.631190 0.000000
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 2028   3.000000 3.000000  Sometimes    no 2.472903  no 1.998047 0.840911
## 700    2.910733 3.125440  Sometimes    no 2.204263  no 2.407906 1.403037
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 744    2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 210    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1707   2.836055 2.675411  Sometimes    no 1.711666  no 0.937320 0.000000
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 907    2.000000 3.000000  Sometimes    no 1.362642  no 0.921268 0.139013
## 1160   2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 1118   1.973499 1.081805  Sometimes    no 2.000000  no 0.000000 0.464022
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 206    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 29     3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 11     3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 484    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 438    2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1101   1.096455 2.491315  Sometimes    no 2.450069  no 0.000000 0.726118
## 2007.1 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 605    2.718970 1.473088 Frequently    no 1.164644  no 1.235675 0.930926
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 689    2.051283 2.645858  Sometimes    no 2.357520  no 0.291309 0.897942
## 1544   2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 497    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 987    2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 597    2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 1912   3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 1141   1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 1685   1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1224   2.000000 3.000000  Sometimes    no 1.630528  no 0.000000 0.000000
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 960    2.206399 1.000000  Sometimes    no 2.000000 yes 0.948930 1.772463
## 2077   3.000000 3.000000  Sometimes    no 2.562002  no 1.976427 0.740331
## 468.1  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 121    2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 1104.1 2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 1523   1.991240 3.000000  Sometimes    no 2.000000  no 0.000000 0.292956
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 664    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 12     2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1546   2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 999    2.000000 3.000000  Sometimes    no 2.020424  no 0.000000 1.000000
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 1532   3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 1869   3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 914    1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 272    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 808    1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1243   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 178    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 890    2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 864    2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 2062   3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 1830   3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 1322   2.150054 2.988539  Sometimes    no 2.768325  no 2.085150 0.000000
## 808.1  1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 473    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1219   2.699282 1.000000  Sometimes    no 2.598632  no 0.292093 2.000000
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1254   2.740633 3.000000  Sometimes    no 2.081005  no 0.650235 0.769060
## 950    3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 1911   3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 1994   3.000000 3.000000  Sometimes    no 2.868167  no 1.483720 0.835090
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 933    2.786008 3.000000  Sometimes    no 2.526193  no 0.925118 2.000000
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 1603   1.387489 3.000000  Sometimes    no 2.017712  no 0.000000 0.731257
## 502    3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 937    2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 366    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 337    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 586    2.015258 3.300666  Sometimes    no 1.315608  no 0.069802 1.000000
## 832    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1249   2.000000 3.000000  Sometimes    no 1.155384  no 0.003938 0.526999
## 1945   3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 639.1  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1350   2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1832   3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 1630   2.600217 2.175153  Sometimes    no 1.000000  no 1.985536 0.000000
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 529    3.000000 3.765526 Frequently    no 1.656082  no 0.427770 0.555967
## 501    3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 640    2.339980 3.000000  Sometimes    no 2.000000  no 0.027433 1.884138
## 1002   2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 2074   3.000000 3.000000  Sometimes    no 2.232601  no 0.554323 0.836151
## 5      2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1124   2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1617.1 2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1946   3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 327    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 1981   3.000000 3.000000  Sometimes    no 1.554925  no 0.209586 0.823069
## 1517   2.795086 2.129909  Sometimes    no 1.000000  no 1.989316 0.000000
## 581    2.432302 3.000000  Sometimes    no 2.000000  no 2.349495 1.000000
## 812    2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1284.1 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 246.1  3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1643   2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 2071   3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 1527   2.956297 3.000000  Sometimes   yes 1.275100  no 0.901924 1.875023
## 1630.1 2.600217 2.175153  Sometimes    no 1.000000  no 1.985536 0.000000
## 197    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 1235   2.000000 3.000000  Sometimes    no 2.680292  no 1.549693 0.522259
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1407   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1147   2.000000 3.000000  Sometimes    no 1.199517  no 0.047738 0.163329
## 1312   2.467002 1.851088  Sometimes    no 2.104054  no 1.991565 0.000000
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1934   3.000000 3.000000  Sometimes    no 1.610472  no 0.029728 0.472343
## 1061   2.689929 1.835543  Sometimes    no 1.718569  no 0.674348 0.707246
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 502.1  3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 1283   2.014194 2.050121  Sometimes    no 2.184707  no 2.000561 0.853891
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1262   2.000000 3.000000  Sometimes    no 3.000000  no 0.732186 1.000000
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1660   3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 727    2.673638 2.779379 Frequently    no 1.249074  no 0.043412 0.403694
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1793   2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 674    2.762325 1.163666  Sometimes    no 1.304910  no 0.252890 1.001405
## 288    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1112   2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1960   3.000000 3.000000  Sometimes    no 2.436097  no 0.129178 0.683736
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 1489   2.000000 3.000000  Sometimes    no 1.759803  no 0.000000 0.000000
## 1731.1 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 1337.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1767   2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1897   3.000000 3.000000  Sometimes    no 1.005864  no 0.020060 0.695838
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 294    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 629    2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 228    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 872    2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 1406   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1711.1 2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 423    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1638   2.218599 3.000000  Sometimes    no 2.104337  no 0.766007 0.262118
## 1772   2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 554    2.310423 3.558637  Sometimes    no 1.787843  no 1.926592 0.828549
## 594    2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1929.1 3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1136   2.000000 1.680838  Sometimes    no 1.833635  no 0.281876 0.575848
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 2053   3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 607    1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 860    2.620963 3.000000  Sometimes    no 2.824559  no 0.754599 2.000000
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 580    2.440040 3.000000  Sometimes    no 2.000000  no 2.784471 1.000000
## 1815   3.000000 3.000000  Sometimes    no 2.374958  no 0.750111 0.671458
## 1237   2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 27.1   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 913    1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 1580   2.630137 2.806298  Sometimes    no 1.970508  no 1.304291 0.000000
## 684    1.140615 3.471536  Sometimes    no 1.000000  no 2.000000 1.000000
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1623   3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 1930   3.000000 3.000000  Sometimes    no 1.626467  no 0.010183 0.412806
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 1607   2.024720 3.000000  Sometimes    no 1.800335  no 1.196368 0.000000
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 918    2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 1532.1 3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 271.1  2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 473.1  3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 737    2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 211    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1437   2.736910 1.478334  Sometimes    no 2.677409  no 0.065264 0.406990
## 323    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 1106   1.588782 2.601675  Sometimes    no 2.469469  no 1.736538 1.886855
## 964    2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 1292   2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1232   2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 1306   2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1183   2.215464 2.116195  Sometimes    no 1.809960  no 1.910577 0.971746
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 1835   3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 650    3.000000 1.696080 Frequently    no 2.550307  no 1.098862 0.000000
## 952    1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 47     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 306    2.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1745   2.175276 3.000000  Sometimes    no 2.128176  no 1.306476 0.079334
## 1978   3.000000 3.000000  Sometimes    no 2.707201  no 0.000000 0.167272
## 1510   1.261288 2.930044  Sometimes    no 1.166655  no 0.133398 0.951740
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 197.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 549    2.205439 3.000000  Sometimes    no 1.530531  no 2.000000 1.000000
## 2007.2 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 1311   2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 479    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 494    2.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 2107   3.000000 3.000000  Sometimes    no 1.728139  no 1.676269 0.906247
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 2029   3.000000 3.000000  Sometimes    no 2.372058  no 1.324805 0.870795
## 1662   2.826251 2.604998  Sometimes    no 1.842173  no 1.284798 0.000000
## 280    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 901    1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 1700   2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 1566.1 2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 2027   3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 1493   2.000000 2.655265  Sometimes    no 2.297896  no 1.000000 0.552665
## 1190   3.000000 3.000974  Sometimes    no 2.000000  no 2.274248 1.000000
## 1776   2.136830 2.993084  Sometimes    no 1.885926  no 0.615298 0.000000
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 647    2.984425 3.000000 Frequently    no 2.044694  no 2.008256 1.250871
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 680    2.674431 3.000000 Frequently    no 2.453384  no 1.321624 1.990617
## 1900   3.000000 3.000000  Sometimes    no 2.956548  no 0.000000 0.010056
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 652    3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 1559.1 1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1177   3.000000 3.129155  Sometimes    no 2.000000  no 1.634134 1.000000
## 815    2.000000 2.799979  Sometimes    no 1.081333  no 0.444347 1.000000
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 488    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1802   3.000000 3.000000  Sometimes    no 2.838893  no 1.990317 0.735868
## 326    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 1551   1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 1827   3.000000 3.000000  Sometimes    no 2.154949  no 1.999897 0.957463
## 1261   2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 1531   2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 1746   2.219650 3.000000  Sometimes    no 2.165408  no 1.315045 0.688985
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 307    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1731.2 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 418    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1640   2.392179 3.000000  Sometimes    no 2.164670  no 1.079934 1.073026
## 621    2.530066 3.000000  Sometimes    no 1.965237  no 2.000000 1.000000
## 1481   2.000000 3.000000  Sometimes    no 3.000000  no 0.987591 1.914531
## 866    2.000000 3.000000  Sometimes    no 1.040342 yes 0.497373 1.783319
## 1046   2.000000 2.271734  Sometimes    no 2.629043  no 1.000000 0.075823
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 645    2.000000 4.000000  Sometimes    no 2.369627  no 2.000000 1.612466
## 1035   2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 438.1  2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 677    2.794197 3.409363  Sometimes    no 1.543021  no 2.000000 1.000000
## 1674   2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 585    2.000000 3.000000 Frequently    no 1.426874  no 2.202080 2.000000
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1536   1.868212 3.000000  Sometimes    no 2.023328  no 0.000000 0.613992
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 71     2.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1809   3.000000 3.000000  Sometimes    no 1.338241  no 1.926280 0.886135
## 897    2.000000 1.000000         no    no 2.795651  no 0.808730 0.000000
## 1112.1 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1575   2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 817    2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 519    2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1458   1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1697   1.537505 3.000000  Sometimes    no 2.000000  no 1.631912 0.631422
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 403    3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 449    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1184   3.000000 2.049908  Sometimes    no 1.999882  no 1.637368 0.107240
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 1424   2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 892    2.104105 3.000000  Sometimes    no 1.871033  no 1.000000 0.000000
## 401    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1160.1 2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 77.1   2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 995.1  1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 1318   2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 748    1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 534    3.000000 3.000000  Sometimes    no 2.027984  no 1.661556 0.114716
## 70     2.000000 3.000000         no    no 3.000000  no 0.000000 1.000000
## 896    2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 148    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1443   2.000000 3.000000  Sometimes    no 3.000000  no 0.884935 0.122280
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1496   2.385502 2.883984  Sometimes    no 2.140544  no 1.144876 1.767468
## 1735.1 2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1216   2.909853 1.000000  Sometimes    no 2.000000  no 1.308852 0.000000
## 1987   3.000000 3.000000  Sometimes    no 1.301657  no 1.718543 0.947884
## 1022   2.000000 1.474836  Sometimes    no 2.000000  no 0.274838 0.613902
## 247    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1107   2.000000 1.171027  Sometimes    no 2.405172  no 2.300282 0.000000
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1621   3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 1647   2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 253    2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1415   2.000000 3.000000  Sometimes    no 1.440629  no 0.000000 0.000000
## 544    2.000000 3.000000 Frequently    no 2.099863  no 1.635810 2.000000
## 663    3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 228.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1693   2.111887 3.000000  Sometimes    no 2.357373  no 0.425621 1.416353
## 2011   3.000000 3.000000  Sometimes    no 1.292479  no 0.000000 0.541309
## 325    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 347    3.000000 3.000000     Always    no 1.000000  no 2.000000 0.000000
## 564    3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 1083   2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 412    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 1711.2 2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 898    2.872121 3.051804  Sometimes    no 2.111913  no 0.843709 0.153559
## 1595   2.736298 2.992903  Sometimes    no 2.045561  no 0.854957 0.428452
## 1661   2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 1601   2.859097 1.340361  Sometimes    no 1.530508  no 0.174475 1.261705
## 778    2.000000 3.000000  Sometimes    no 1.701835  no 1.682271 0.000000
## 615    2.927218 1.000000 Frequently    no 1.000000  no 0.000000 0.276592
## 1888   3.000000 3.000000  Sometimes    no 1.919473  no 0.027101 0.546137
## 1020   2.000000 1.000000  Sometimes    no 1.000000  no 0.262171 0.000000
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 679    2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 496.1  3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 410    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1899   3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 1888.1 3.000000 3.000000  Sometimes    no 1.919473  no 0.027101 0.546137
## 401.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1700.1 2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1537   1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1661.1 2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 509.1  2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 1525.1 2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1561   1.562804 3.000000  Sometimes    no 2.075493  no 1.553734 0.000436
## 197.2  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1469.1 2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1162.1 2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 761    2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 702    2.613249 3.712183  Sometimes    no 2.000000  no 2.002997 0.174848
## 1779   2.240757 2.911568  Sometimes    no 1.895876  no 0.822186 0.000000
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1350.1 2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 340    2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1254.1 2.740633 3.000000  Sometimes    no 2.081005  no 0.650235 0.769060
## 618    3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 611    2.979383 3.000000 Frequently    no 2.975887  no 0.945093 1.241755
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 349    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 275    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 955    2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 890.1  2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 856.1  2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 121.1  2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 125    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 521    3.000000 2.084600  Sometimes    no 2.137550 yes 0.196152 0.062488
## 498    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 265.1  3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1068   2.795086 3.250467  Sometimes    no 1.367876  no 0.022958 0.000000
## 277    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 744.1  2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 126    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1297   2.533605 1.271624  Sometimes    no 1.893691  no 1.296535 0.000000
## 434    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1875   3.000000 3.000000  Sometimes    no 2.578038  no 0.165422 0.463196
## 237    1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 1690   3.000000 3.000000  Sometimes    no 3.000000  no 1.685369 0.264969
## 1333   2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 688    3.000000 3.642802 Frequently    no 1.995177  no 0.118271 0.065515
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 1546.1 2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 1156.1 2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 2074.1 3.000000 3.000000  Sometimes    no 2.232601  no 0.554323 0.836151
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 211.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 846    1.977298 3.554974         no    no 2.217957  no 0.978120 0.459759
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 675    2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1279   2.000000 3.000000  Sometimes    no 3.000000  no 1.783858 0.000000
## 347.1  3.000000 3.000000     Always    no 1.000000  no 2.000000 0.000000
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 111    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 2035   3.000000 3.000000  Sometimes    no 2.632253  no 0.000000 0.244205
## 267    3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 629.1  2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 416    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 1470   2.000000 1.202179  Sometimes    no 2.362930  no 1.000000 1.475740
## 679.1  2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 364    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1435   1.880534 2.806566  Sometimes    no 2.313245  no 2.146778 0.196084
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 729    3.000000 3.732126  Sometimes    no 2.000000  no 2.000934 0.384662
## 1076   2.000000 2.979600  Sometimes    no 1.964435  no 0.189957 1.732160
## 1822   3.000000 3.000000  Sometimes    no 1.852692  no 1.463610 0.962336
## 112.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 312    2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1760   2.766612 3.000000  Sometimes    no 2.173417  no 1.089344 1.198439
## 565.1  2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 24     1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 1333.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 758.1  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 355    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1933   3.000000 3.000000  Sometimes    no 1.482002  no 0.204108 0.657221
## 1537.1 1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 296.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1793.1 2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 1891.1 3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 722    1.642241 3.452590  Sometimes    no 1.099231  no 0.418875 1.000000
## 46     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 1467   2.078082 3.000000  Sometimes    no 2.895614  no 0.062750 0.261793
## 512    3.000000 3.000000 Frequently    no 2.593459  no 2.000000 1.000000
## 485    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 597.1  2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 283.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 344    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1112.2 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 952.1  1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 1668   1.878251 3.000000  Sometimes    no 2.022933  no 0.000000 0.325445
## 982    2.000000 2.110937  Sometimes    no 2.175632  no 1.000000 0.000000
## 89     2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 0.000000
## 1954   3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 1075   1.341380 1.946710  Sometimes    no 2.000000  no 0.000000 0.975504
## 365    2.000000 1.000000     Always    no 2.000000  no 2.000000 1.000000
## 1042   2.631565 2.627173  Sometimes    no 2.253422  no 2.690756 0.845774
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1523.1 1.991240 3.000000  Sometimes    no 2.000000  no 0.000000 0.292956
## 1396   2.870152 1.001383  Sometimes    no 3.000000  no 1.322558 1.000000
## 108.1  2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 642.1  3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1048   1.650505 3.000000  Sometimes    no 2.000000  no 1.732340 1.000000
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1450   2.000000 1.000000  Sometimes    no 2.000000  no 0.402614 0.000000
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1250   2.000000 1.854536  Sometimes    no 2.160169  no 1.000000 2.000000
## 618.1  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1598   2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 12.1   2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1180   2.535315 3.000000  Sometimes    no 1.146595  no 0.313810 0.000000
## 593    3.000000 3.626815  Sometimes    no 2.000000  no 2.011519 0.456462
## 1083.1 2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 598    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 423.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 614    3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 2067   3.000000 3.000000  Sometimes    no 1.733306  no 1.773304 0.921136
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 309    3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 1234   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.105936
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 225    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 660    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1384   1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 1954.1 3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 452    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 308    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1883   3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 403.1  3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 345    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1885   3.000000 3.000000  Sometimes    no 2.635454  no 0.000000 0.088309
## 1458.1 1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1951   3.000000 3.000000  Sometimes    no 2.299156  no 1.699056 0.729722
## 1872   3.000000 3.000000  Sometimes    no 1.657541  no 1.672639 0.629285
## 1110   2.000000 1.672706  Sometimes    no 2.766674  no 1.000000 0.027093
## 244    2.000000 3.000000  Sometimes   yes 3.000000  no 1.000000 0.000000
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 2070   3.000000 3.000000  Sometimes    no 2.751370  no 0.324913 0.516764
## 639.2  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1424.1 2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 988    2.901924 1.124977  Sometimes    no 2.763820  no 0.855400 0.999183
## 1932   3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1889   3.000000 3.000000  Sometimes    no 2.310076  no 0.071150 0.733085
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 867    2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 1608   2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 1237.1 2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 823    1.906194 3.987707  Sometimes    no 2.597746  no 1.922234 1.376124
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 1455   2.000000 1.706551  Sometimes    no 2.039514  no 1.000000 2.000000
## 1678   2.467548 3.000000  Sometimes    no 2.660290  no 0.994422 0.310394
## 1575.1 2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 1729.1 2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1390   1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 1441   2.000000 3.000000  Sometimes    no 1.095134  no 0.000000 0.000000
## 1966   3.000000 3.000000  Sometimes    no 2.856795  no 1.046463 0.586163
## 324    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 74     2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 1789.1 2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 68.1   2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 1705   2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 151    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1482   2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 493.1  3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 464    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 395.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1788   2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 371    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1332   2.000000 3.000000  Sometimes    no 2.000000  no 0.067491 0.894105
## 2007.3 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 758.2  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1463.1 2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 2049.1 3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 597.2  2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 1823   3.000000 3.000000  Sometimes    no 2.865590  no 0.973864 0.583450
## 309.1  3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 963    2.908757 2.696051  Sometimes    no 1.622827 yes 0.539952 0.001096
## 1929.2 3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 1945.1 3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 1618   2.176317 2.986637  Sometimes    no 1.015672  no 0.941410 0.000000
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 170    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 559    2.767731 3.821168  Sometimes    no 2.000000  no 2.000000 0.556245
## 1967   3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 563    2.737762 3.000000  Sometimes    no 2.310921  no 2.240714 1.592570
## 659.1  2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 258    2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 2.000000
## 876    1.314150 1.068196  Sometimes    no 1.364957 yes 0.000000 0.057926
## 626.1  2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1821   3.000000 3.000000  Sometimes    no 2.687378  no 0.000000 0.410651
## 45     1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1176   2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 711.1  1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 1280   3.000000 3.000000  Sometimes    no 2.925029  no 2.000000 1.758865
## 2034   3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 122.1  1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1659   2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 1112.3 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1874   3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 972    2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 1306.1 2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 27.2   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 687    2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 519.1  2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 26     2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 1650   2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 109    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 432    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1458.2 1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 439    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 861.1  2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 1189   2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 1440   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 49     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 762    2.577427 1.000000  Sometimes    no 2.000000  no 2.287423 0.000000
## 1420   2.949242 1.782109  Sometimes    no 2.210997  no 1.992719 0.000000
## 263    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1462.1 2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1395   2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 1871   3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 1091   2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 1013.1 2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1796   2.724121 1.437959  Sometimes    no 1.590418  no 0.029603 1.122118
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 1832.1 3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 1281   3.000000 3.000000  Sometimes    no 2.858171  no 1.813318 0.680215
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 1284.2 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 2086   3.000000 3.000000  Sometimes    no 2.930137  no 0.043101 0.138629
## 618.2  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 1658.1 2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 598.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1318.1 2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 170.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1138.1 2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 740    3.000000 1.000000 Frequently    no 1.496810  no 0.000000 0.513427
## 111.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1378   2.805533 3.000000  Sometimes    no 1.882847  no 2.000000 0.707780
## 387    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 2.000000
## 206.1  2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 1712.1 2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1288   1.853314 1.320768  Sometimes    no 2.135552  no 0.248034 1.727828
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 708    2.494451 3.565440  Sometimes    no 1.491268  no 1.951027 0.956204
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 119    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 45.1   1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1774   1.431346 3.000000  Sometimes    no 2.098959  no 1.110868 0.196952
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 810    1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 1120   2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
## 1318.2 2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 1422   2.000000 2.976098  Sometimes    no 2.000000  no 0.000000 1.393220
## 2020   3.000000 3.000000  Sometimes    no 2.451260  no 0.043689 0.670402
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 1377   2.927110 3.000000  Sometimes    no 2.151496  no 1.166064 1.509831
## 284    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 961    1.952987 1.000000  Sometimes    no 1.334856 yes 0.732276 1.890214
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 706    3.000000 3.000000 Frequently    no 2.009796  no 2.000000 0.071317
## 1383.1 2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 1337.2 2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1655   1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 964.1  2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 1608.1 2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 809    2.000000 3.000000  Sometimes    no 1.957871  no 0.994592 0.117303
## 560    2.000000 3.897078  Sometimes    no 2.622638  no 2.000000 1.894105
## 1586   1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 1672.1 2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1173   2.796060 1.971472  Sometimes    no 1.921601  no 0.935217 0.704637
## 1349   2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 833.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 501.1  3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 488.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 755    2.000000 1.737620  Sometimes    no 2.207978  no 2.641072 0.707044
## 518    2.596579 1.105480 Frequently    no 1.490613  no 0.345684 0.000000
## 1095.1 2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1501   1.712848 3.000000  Sometimes    no 1.162153  no 0.458981 0.885532
## 268    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 168    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1653   1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 1609.1 2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 2087   3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 1256   2.000000 3.000000  Sometimes    no 2.715252  no 0.000000 0.621605
## 1549   2.964319 3.000000  Sometimes    no 2.377257  no 0.614959 1.875023
## 1413   2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 284.1  2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 457    3.000000 1.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1206   2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 2053.1 3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 1162.2 2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 1062   2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 639.3  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 226.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 675.1  2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 744.2  2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1819   3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1495   2.000000 1.709546  Sometimes    no 2.530157  no 1.000000 0.645400
## 970    2.000000 2.805436  Sometimes    no 2.122884  no 0.045651 0.017225
## 113    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1408   2.693859 1.000283  Sometimes    no 3.000000  no 1.201403 1.612432
## 1770   1.624366 3.000000  Sometimes    no 2.081719  no 1.538922 0.356868
## 1465   2.000000 3.000000  Sometimes    no 1.613829  no 1.251665 0.000000
## 507    3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 1803   3.000000 3.000000  Sometimes    no 2.181811  no 1.995582 0.939665
## 2062.1 3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 555    2.000000 2.000986  Sometimes    no 2.673835  no 0.992950 0.474836
## 1955   3.000000 3.000000  Sometimes    no 2.987718  no 0.387074 0.283804
## 514.1  3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 979.1  2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1287   2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 1025   2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 409    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 312.1  2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1059   2.258795 3.530090  Sometimes    no 1.172186  no 0.678943 1.000000
## 937.1  2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 1026   3.000000 3.000000  Sometimes    no 2.981604  no 0.000000 0.000000
## 663.1  3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 984    2.119643 3.292956  Sometimes    no 1.723372  no 0.000000 0.987102
## 703    2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 267.1  3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1627   1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 70.1   2.000000 3.000000         no    no 3.000000  no 0.000000 1.000000
## 548    1.000000 3.240578  Sometimes    no 1.000000  no 2.000000 1.000000
## 912    1.766849 3.322522  Sometimes    no 2.616285  no 0.943058 0.256977
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1376   3.000000 3.000000  Sometimes    no 2.224914  no 1.781589 1.594050
## 1202   1.521604 2.174968  Sometimes    no 2.000000  no 0.000000 0.632467
## 1883.1 3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 26.1   2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 2023   3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 307.1  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 998    2.000000 2.256119  Sometimes    no 1.142873  no 0.807076 1.611271
## 196    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1927   3.000000 3.000000  Sometimes    no 2.164718  no 1.999631 0.941336
## 2061   3.000000 3.000000  Sometimes    no 2.609188  no 0.000000 0.174030
## 614.1  3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 1811   3.000000 3.000000  Sometimes    no 2.578292  no 0.000000 0.492394
## 740.1  3.000000 1.000000 Frequently    no 1.496810  no 0.000000 0.513427
## 2060   3.000000 3.000000  Sometimes    no 2.495851  no 0.000000 0.218645
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1289.1 1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 470    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1035.1 2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 1108.1 2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 909.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 1585   2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 246.2  3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1341   2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1002.1 2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 1000   2.000000 2.664800  Sometimes    no 1.810738  no 0.809890 1.000000
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 342    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 855    2.000000 3.000000  Sometimes    no 1.333707  no 1.000000 0.000000
## 397    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 213.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2022   3.000000 3.000000  Sometimes    no 1.042989  no 0.097114 0.429540
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1557   2.983042 1.109956  Sometimes    no 1.430444  no 0.000000 1.690901
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1000.1 2.000000 2.664800  Sometimes    no 1.810738  no 0.809890 1.000000
## 459    2.000000 3.000000     Always    no 1.000000  no 1.000000 1.000000
## 384    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1125   2.000000 3.000000  Sometimes    no 2.000000  no 2.847761 1.413375
## 1740   2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 145    2.000000 4.000000  Sometimes    no 3.000000 yes 2.000000 2.000000
## 497.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 561    2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 113.1  2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1911.1 3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 1686   1.735664 3.000000  Sometimes    no 2.041536  no 1.392406 0.391740
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 676.1  2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 288.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 652.1  3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 198    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 724    1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 392.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1680   2.149610 3.000000  Sometimes    no 2.133876  no 0.393452 0.345887
## 914.1  1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 488.2  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 99     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 496.2  3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 17     2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1767.1 2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 908    2.000000 1.391778  Sometimes    no 2.645480  no 2.685087 0.975540
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 2033   3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 777    2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 1844.1 3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 2027.1 3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 2102   3.000000 3.000000  Sometimes    no 2.487070  no 0.067329 0.455823
## 844.1  2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 416.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 626.2  2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 524    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 875    2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 1150   2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 173.1  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1261.1 2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 1820   3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 1319.1 2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 794    2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 507.1  3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 1835.1 3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 862    2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 441.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1611   1.996646 3.000000  Sometimes    no 2.000000  no 1.600536 0.739684
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 237.1  1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1154   2.319776 2.884848  Sometimes    no 2.154898  no 0.325534 0.954216
## 1207   2.742796 2.937607  Sometimes    no 1.994670  no 1.000000 0.023564
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 1659.1 2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 417    3.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 2032   3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 324.1  2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 2107.1 3.000000 3.000000  Sometimes    no 1.728139  no 1.676269 0.906247
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 313    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1634.1 2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 2057   3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 1731.3 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1506.1 2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 1555   3.000000 2.218285  Sometimes    no 1.340117  no 0.428259 0.000000
## 432.1  2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1471.1 2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 1041   2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1813.1 3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 1793.2 2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 1487   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1915   3.000000 3.000000  Sometimes    no 2.511399  no 0.000000 0.258472
## 1052   2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 1575.2 2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 2073.1 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1633   2.206119 3.000000  Sometimes    no 1.483856  no 1.113169 0.000000
## 1975   3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 922    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 732    2.559571 3.047959  Sometimes    no 2.000000  no 2.011646 0.588994
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1979   3.000000 3.000000  Sometimes    no 2.709428  no 0.000000 0.228486
## 1877.1 3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 667    1.053534 3.378859  Sometimes    no 1.000000  no 1.853425 0.861809
## 1051.1 2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 256    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1765   2.151335 3.000000  Sometimes   yes 1.491169  no 0.883542 0.527766
## 1585.1 2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1067   2.000000 1.005391  Sometimes    no 2.001936  no 1.000000 0.000000
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 646    2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 275.1  2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1758   2.591292 2.956422  Sometimes    no 2.310830  no 1.485240 0.281815
## 1045.1 3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 1251   2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 283.2  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1202.1 1.521604 2.174968  Sometimes    no 2.000000  no 0.000000 0.632467
## 1847   3.000000 3.000000  Sometimes    no 2.835622  no 1.419473 0.816986
## 1480   2.000000 3.000000  Sometimes    no 3.000000  no 0.743593 1.000000
## 800    2.000000 1.146794  Sometimes    no 3.000000  no 1.809745 1.690102
## 1367   2.000000 3.000000  Sometimes    no 1.039313  no 1.000000 0.000000
## 2082   3.000000 3.000000  Sometimes    no 2.748569  no 1.427037 0.902825
## 287    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1736   2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 1641   2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 1747   2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1379   2.902469 1.734762  Sometimes    no 2.600238  no 2.113992 0.584755
## 1957   3.000000 3.000000  Sometimes    no 2.770125  no 0.000000 0.088236
## 298    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 40     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 364.1  2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1273.1 1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 887    2.459976 3.308460  Sometimes    no 2.078011  no 1.779646 0.871772
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 1325   1.557287 1.000000  Sometimes    no 2.371015  no 0.288032 2.000000
## 1544.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 1343   2.044326 3.000000  Sometimes    no 2.358180  no 0.349371 0.000000
## 247.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 735    1.303878 3.000000  Sometimes    no 1.755497  no 0.062932 1.672532
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 2040   3.000000 3.000000  Sometimes    no 2.225139  no 0.035928 0.565315
## 634    2.842102 3.341750  Sometimes    no 2.000000  no 2.511157 0.560351
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 751    2.000000 3.000000  Sometimes    no 1.015677  no 0.000000 0.374650
## 1996   3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 1171   3.000000 3.000000  Sometimes    no 2.166024  no 0.000000 0.000000
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 344.1  3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
##              CALC                MTRANS          NObeyesdad
## 1064           no            Automobile Overweight_Level_II
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 354     Sometimes            Automobile       Normal_Weight
## 1057    Sometimes Public_Transportation Overweight_Level_II
## 910     Sometimes Public_Transportation  Overweight_Level_I
## 468            no            Automobile       Normal_Weight
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 932     Sometimes Public_Transportation  Overweight_Level_I
## 413     Sometimes            Automobile       Normal_Weight
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 696            no            Automobile Insufficient_Weight
## 173     Sometimes Public_Transportation       Normal_Weight
## 1530    Sometimes            Automobile     Obesity_Type_II
## 543     Sometimes Public_Transportation Insufficient_Weight
## 1483    Sometimes            Automobile      Obesity_Type_I
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1215    Sometimes Public_Transportation      Obesity_Type_I
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 1535           no Public_Transportation     Obesity_Type_II
## 639            no            Automobile Insufficient_Weight
## 1337    Sometimes Public_Transportation      Obesity_Type_I
## 1438    Sometimes            Automobile      Obesity_Type_I
## 1563           no            Automobile     Obesity_Type_II
## 1104           no Public_Transportation Overweight_Level_II
## 493            no            Automobile Overweight_Level_II
## 649            no Public_Transportation Insufficient_Weight
## 1559    Sometimes            Automobile     Obesity_Type_II
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 1669    Sometimes            Automobile     Obesity_Type_II
## 806     Sometimes Public_Transportation  Overweight_Level_I
## 42             no               Walking       Normal_Weight
## 2028    Sometimes Public_Transportation    Obesity_Type_III
## 700     Sometimes Public_Transportation Insufficient_Weight
## 1609    Sometimes            Automobile     Obesity_Type_II
## 744     Sometimes Public_Transportation Insufficient_Weight
## 1712    Sometimes            Automobile     Obesity_Type_II
## 210     Sometimes Public_Transportation       Normal_Weight
## 1707    Sometimes Public_Transportation     Obesity_Type_II
## 140            no Public_Transportation       Normal_Weight
## 421     Sometimes            Automobile Insufficient_Weight
## 995     Sometimes Public_Transportation Overweight_Level_II
## 1599           no Public_Transportation     Obesity_Type_II
## 907     Sometimes Public_Transportation  Overweight_Level_I
## 1160           no            Automobile Overweight_Level_II
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 1118    Sometimes Public_Transportation Overweight_Level_II
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 508     Sometimes Public_Transportation Insufficient_Weight
## 206    Frequently Public_Transportation      Obesity_Type_I
## 29      Sometimes Public_Transportation       Normal_Weight
## 11      Sometimes Public_Transportation      Obesity_Type_I
## 693     Sometimes Public_Transportation Insufficient_Weight
## 484            no Public_Transportation  Overweight_Level_I
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 438     Sometimes               Walking       Normal_Weight
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 1101    Sometimes Public_Transportation Overweight_Level_II
## 2007.1  Sometimes Public_Transportation    Obesity_Type_III
## 605     Sometimes Public_Transportation Insufficient_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 689     Sometimes Public_Transportation Insufficient_Weight
## 1544    Sometimes Public_Transportation     Obesity_Type_II
## 497     Sometimes Public_Transportation Insufficient_Weight
## 987     Sometimes Public_Transportation Overweight_Level_II
## 597            no            Automobile Insufficient_Weight
## 1797           no Public_Transportation     Obesity_Type_II
## 1912    Sometimes Public_Transportation    Obesity_Type_III
## 1141    Sometimes Public_Transportation Overweight_Level_II
## 1685    Sometimes Public_Transportation     Obesity_Type_II
## 1380   Frequently            Automobile      Obesity_Type_I
## 1224    Sometimes            Automobile      Obesity_Type_I
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 13      Sometimes Public_Transportation       Normal_Weight
## 960            no Public_Transportation  Overweight_Level_I
## 2077    Sometimes Public_Transportation    Obesity_Type_III
## 468.1          no            Automobile       Normal_Weight
## 121            no               Walking  Overweight_Level_I
## 1104.1         no Public_Transportation Overweight_Level_II
## 1523    Sometimes Public_Transportation     Obesity_Type_II
## 296            no               Walking       Normal_Weight
## 664     Sometimes Public_Transportation Insufficient_Weight
## 565            no            Automobile Insufficient_Weight
## 1225           no Public_Transportation      Obesity_Type_I
## 12      Sometimes Public_Transportation Overweight_Level_II
## 1198           no            Automobile Overweight_Level_II
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 1546    Sometimes Public_Transportation     Obesity_Type_II
## 999     Sometimes Public_Transportation Overweight_Level_II
## 1593           no Public_Transportation     Obesity_Type_II
## 1532    Sometimes Public_Transportation     Obesity_Type_II
## 1869    Sometimes Public_Transportation    Obesity_Type_III
## 914     Sometimes Public_Transportation  Overweight_Level_I
## 272     Sometimes Public_Transportation       Normal_Weight
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 808            no            Automobile  Overweight_Level_I
## 1243    Sometimes            Automobile      Obesity_Type_I
## 178     Sometimes Public_Transportation       Normal_Weight
## 821     Sometimes            Automobile  Overweight_Level_I
## 890    Frequently Public_Transportation  Overweight_Level_I
## 864     Sometimes            Automobile  Overweight_Level_I
## 2062    Sometimes Public_Transportation    Obesity_Type_III
## 1830    Sometimes Public_Transportation    Obesity_Type_III
## 1538           no Public_Transportation     Obesity_Type_II
## 1322           no Public_Transportation      Obesity_Type_I
## 808.1          no            Automobile  Overweight_Level_I
## 1284           no Public_Transportation      Obesity_Type_I
## 473            no Public_Transportation Overweight_Level_II
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1219    Sometimes Public_Transportation      Obesity_Type_I
## 721            no Public_Transportation Insufficient_Weight
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 92     Frequently Public_Transportation       Normal_Weight
## 27         Always               Walking       Normal_Weight
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 1254    Sometimes Public_Transportation      Obesity_Type_I
## 950     Sometimes Public_Transportation  Overweight_Level_I
## 1911    Sometimes Public_Transportation    Obesity_Type_III
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 1994    Sometimes Public_Transportation    Obesity_Type_III
## 462            no Public_Transportation      Obesity_Type_I
## 933     Sometimes Public_Transportation  Overweight_Level_I
## 894            no            Automobile  Overweight_Level_I
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 1603    Sometimes            Automobile     Obesity_Type_II
## 502     Sometimes Public_Transportation    Obesity_Type_III
## 937     Sometimes Public_Transportation  Overweight_Level_I
## 366     Sometimes             Motorbike       Normal_Weight
## 496            no             Motorbike       Normal_Weight
## 337            no Public_Transportation       Normal_Weight
## 283            no Public_Transportation       Normal_Weight
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 586     Sometimes Public_Transportation Insufficient_Weight
## 832     Sometimes Public_Transportation  Overweight_Level_I
## 1249    Sometimes Public_Transportation      Obesity_Type_I
## 1945    Sometimes Public_Transportation    Obesity_Type_III
## 639.1          no            Automobile Insufficient_Weight
## 1350    Sometimes Public_Transportation      Obesity_Type_I
## 311            no Public_Transportation Insufficient_Weight
## 1832    Sometimes Public_Transportation    Obesity_Type_III
## 1630           no Public_Transportation     Obesity_Type_II
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 529     Sometimes Public_Transportation Insufficient_Weight
## 501     Sometimes Public_Transportation    Obesity_Type_III
## 1498           no Public_Transportation      Obesity_Type_I
## 640     Sometimes Public_Transportation Insufficient_Weight
## 1002    Sometimes Public_Transportation Overweight_Level_II
## 1590    Sometimes            Automobile     Obesity_Type_II
## 2074    Sometimes Public_Transportation    Obesity_Type_III
## 5       Sometimes Public_Transportation Overweight_Level_II
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1124    Sometimes Public_Transportation Overweight_Level_II
## 489     Sometimes               Walking       Normal_Weight
## 1617.1  Sometimes Public_Transportation     Obesity_Type_II
## 1946    Sometimes Public_Transportation    Obesity_Type_III
## 1162           no Public_Transportation Overweight_Level_II
## 1763    Sometimes            Automobile     Obesity_Type_II
## 327     Sometimes Public_Transportation       Normal_Weight
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 1981    Sometimes Public_Transportation    Obesity_Type_III
## 1517           no Public_Transportation     Obesity_Type_II
## 581            no            Automobile Insufficient_Weight
## 812     Sometimes Public_Transportation  Overweight_Level_I
## 9      Frequently Public_Transportation       Normal_Weight
## 1284.1         no Public_Transportation      Obesity_Type_I
## 246     Sometimes            Automobile Insufficient_Weight
## 246.1   Sometimes            Automobile Insufficient_Weight
## 1643    Sometimes            Automobile     Obesity_Type_II
## 142    Frequently Public_Transportation       Normal_Weight
## 2071    Sometimes Public_Transportation    Obesity_Type_III
## 1527    Sometimes            Automobile     Obesity_Type_II
## 1630.1         no Public_Transportation     Obesity_Type_II
## 197     Sometimes                  Bike       Normal_Weight
## 1063           no            Automobile Overweight_Level_II
## 1235    Sometimes            Automobile      Obesity_Type_I
## 96     Frequently Public_Transportation       Normal_Weight
## 1407           no Public_Transportation      Obesity_Type_I
## 1147    Sometimes Public_Transportation Overweight_Level_II
## 1312    Sometimes            Automobile      Obesity_Type_I
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1934    Sometimes Public_Transportation    Obesity_Type_III
## 1061           no            Automobile Overweight_Level_II
## 1515           no            Automobile     Obesity_Type_II
## 502.1   Sometimes Public_Transportation    Obesity_Type_III
## 1283   Frequently            Automobile      Obesity_Type_I
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1262    Sometimes Public_Transportation      Obesity_Type_I
## 1711           no Public_Transportation     Obesity_Type_II
## 212            no Public_Transportation       Normal_Weight
## 1660    Sometimes Public_Transportation     Obesity_Type_II
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 282     Sometimes Public_Transportation       Normal_Weight
## 226     Sometimes               Walking     Obesity_Type_II
## 727     Sometimes Public_Transportation Insufficient_Weight
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 1793           no Public_Transportation     Obesity_Type_II
## 674     Sometimes Public_Transportation Insufficient_Weight
## 288            no Public_Transportation       Normal_Weight
## 1112    Sometimes Public_Transportation Overweight_Level_II
## 1960    Sometimes Public_Transportation    Obesity_Type_III
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 1469           no Public_Transportation      Obesity_Type_I
## 1131           no Public_Transportation Overweight_Level_II
## 1489    Sometimes            Automobile      Obesity_Type_I
## 1731.1  Sometimes Public_Transportation     Obesity_Type_II
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 1337.1  Sometimes Public_Transportation      Obesity_Type_I
## 1767    Sometimes Public_Transportation     Obesity_Type_II
## 1897    Sometimes Public_Transportation    Obesity_Type_III
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 294            no Public_Transportation       Normal_Weight
## 1108           no            Automobile Overweight_Level_II
## 629            no            Automobile Insufficient_Weight
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 228     Sometimes Public_Transportation       Normal_Weight
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 872     Sometimes            Automobile  Overweight_Level_I
## 1406           no Public_Transportation      Obesity_Type_I
## 1711.1         no Public_Transportation     Obesity_Type_II
## 423     Sometimes                  Bike       Normal_Weight
## 141     Sometimes Public_Transportation Insufficient_Weight
## 395            no Public_Transportation       Normal_Weight
## 1638    Sometimes            Automobile     Obesity_Type_II
## 1772    Sometimes Public_Transportation     Obesity_Type_II
## 554     Sometimes Public_Transportation Insufficient_Weight
## 594            no            Automobile Insufficient_Weight
## 390            no Public_Transportation  Overweight_Level_I
## 1929.1  Sometimes Public_Transportation    Obesity_Type_III
## 266     Sometimes Public_Transportation Insufficient_Weight
## 1136           no Public_Transportation Overweight_Level_II
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 135     Sometimes            Automobile      Obesity_Type_I
## 2053    Sometimes Public_Transportation    Obesity_Type_III
## 607     Sometimes Public_Transportation Insufficient_Weight
## 860     Sometimes Public_Transportation  Overweight_Level_I
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 580            no            Automobile Insufficient_Weight
## 1815    Sometimes Public_Transportation    Obesity_Type_III
## 1237           no Public_Transportation      Obesity_Type_I
## 27.1       Always               Walking       Normal_Weight
## 913     Sometimes Public_Transportation  Overweight_Level_I
## 1580    Sometimes Public_Transportation     Obesity_Type_II
## 684     Sometimes Public_Transportation Insufficient_Weight
## 441            no            Automobile       Normal_Weight
## 304     Sometimes Public_Transportation       Normal_Weight
## 1623           no Public_Transportation     Obesity_Type_II
## 1930    Sometimes Public_Transportation    Obesity_Type_III
## 949     Sometimes            Automobile  Overweight_Level_I
## 1607    Sometimes Public_Transportation     Obesity_Type_II
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 112            no Public_Transportation       Normal_Weight
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 918     Sometimes            Automobile  Overweight_Level_I
## 1532.1  Sometimes Public_Transportation     Obesity_Type_II
## 271.1   Sometimes Public_Transportation      Obesity_Type_I
## 473.1          no Public_Transportation Overweight_Level_II
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 737     Sometimes Public_Transportation Insufficient_Weight
## 211            no Public_Transportation     Obesity_Type_II
## 108     Sometimes            Automobile  Overweight_Level_I
## 1437    Sometimes Public_Transportation      Obesity_Type_I
## 323     Sometimes Public_Transportation Insufficient_Weight
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 1106    Sometimes Public_Transportation Overweight_Level_II
## 964     Sometimes Public_Transportation  Overweight_Level_I
## 1292           no Public_Transportation      Obesity_Type_I
## 118            no Public_Transportation Overweight_Level_II
## 1232    Sometimes            Automobile      Obesity_Type_I
## 1306           no            Automobile      Obesity_Type_I
## 509     Sometimes Public_Transportation Insufficient_Weight
## 1183           no Public_Transportation Overweight_Level_II
## 539     Sometimes Public_Transportation Insufficient_Weight
## 1835    Sometimes Public_Transportation    Obesity_Type_III
## 650            no Public_Transportation Insufficient_Weight
## 952     Sometimes Public_Transportation  Overweight_Level_I
## 47      Sometimes Public_Transportation       Normal_Weight
## 319     Sometimes Public_Transportation       Normal_Weight
## 776            no Public_Transportation  Overweight_Level_I
## 1383    Sometimes            Automobile      Obesity_Type_I
## 734     Sometimes Public_Transportation Insufficient_Weight
## 306     Sometimes Public_Transportation     Obesity_Type_II
## 1745    Sometimes Public_Transportation     Obesity_Type_II
## 1978    Sometimes Public_Transportation    Obesity_Type_III
## 1510           no Public_Transportation      Obesity_Type_I
## 1506           no Public_Transportation      Obesity_Type_I
## 197.1   Sometimes                  Bike       Normal_Weight
## 549     Sometimes Public_Transportation Insufficient_Weight
## 2007.2  Sometimes Public_Transportation    Obesity_Type_III
## 1311    Sometimes            Automobile      Obesity_Type_I
## 68     Frequently            Automobile      Obesity_Type_I
## 479     Sometimes Public_Transportation       Normal_Weight
## 494     Sometimes             Motorbike       Normal_Weight
## 2107    Sometimes Public_Transportation    Obesity_Type_III
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 2029    Sometimes Public_Transportation    Obesity_Type_III
## 1662    Sometimes Public_Transportation     Obesity_Type_II
## 280     Sometimes Public_Transportation Insufficient_Weight
## 901     Sometimes Public_Transportation  Overweight_Level_I
## 1320    Sometimes            Automobile      Obesity_Type_I
## 1700           no            Automobile     Obesity_Type_II
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 1566.1  Sometimes Public_Transportation     Obesity_Type_II
## 2027    Sometimes Public_Transportation    Obesity_Type_III
## 1493           no Public_Transportation      Obesity_Type_I
## 1190    Sometimes Public_Transportation Overweight_Level_II
## 1776    Sometimes            Automobile     Obesity_Type_II
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 647            no Public_Transportation Insufficient_Weight
## 317            no            Automobile       Normal_Weight
## 637     Sometimes Public_Transportation Insufficient_Weight
## 77             no Public_Transportation Insufficient_Weight
## 680            no Public_Transportation Insufficient_Weight
## 1900    Sometimes Public_Transportation    Obesity_Type_III
## 281     Sometimes Public_Transportation       Normal_Weight
## 652            no Public_Transportation Insufficient_Weight
## 1559.1  Sometimes            Automobile     Obesity_Type_II
## 1177           no Public_Transportation Overweight_Level_II
## 815     Sometimes Public_Transportation  Overweight_Level_I
## 1205           no            Automobile Overweight_Level_II
## 488            no             Motorbike      Obesity_Type_I
## 480     Sometimes Public_Transportation       Normal_Weight
## 1802    Sometimes Public_Transportation    Obesity_Type_III
## 326     Sometimes Public_Transportation       Normal_Weight
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 1551    Sometimes Public_Transportation     Obesity_Type_II
## 1827    Sometimes Public_Transportation    Obesity_Type_III
## 1261    Sometimes Public_Transportation      Obesity_Type_I
## 1531    Sometimes            Automobile     Obesity_Type_II
## 1746    Sometimes Public_Transportation     Obesity_Type_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 307     Sometimes Public_Transportation       Normal_Weight
## 1731.2  Sometimes Public_Transportation     Obesity_Type_II
## 1115           no            Automobile Overweight_Level_II
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 1634    Sometimes            Automobile     Obesity_Type_II
## 418    Frequently Public_Transportation Overweight_Level_II
## 1640    Sometimes Public_Transportation     Obesity_Type_II
## 621     Sometimes Public_Transportation Insufficient_Weight
## 1481    Sometimes Public_Transportation      Obesity_Type_I
## 866     Sometimes Public_Transportation  Overweight_Level_I
## 1046    Sometimes            Automobile Overweight_Level_II
## 243            no            Automobile       Normal_Weight
## 1231           no Public_Transportation      Obesity_Type_I
## 645            no            Automobile Insufficient_Weight
## 1035           no            Automobile Overweight_Level_II
## 1361    Sometimes            Automobile      Obesity_Type_I
## 438.1   Sometimes               Walking       Normal_Weight
## 677     Sometimes Public_Transportation Insufficient_Weight
## 1674           no Public_Transportation     Obesity_Type_II
## 585            no Public_Transportation Insufficient_Weight
## 467            no            Automobile       Normal_Weight
## 1536    Sometimes            Automobile     Obesity_Type_II
## 1095           no Public_Transportation Overweight_Level_II
## 71             no Public_Transportation Overweight_Level_II
## 1809    Sometimes Public_Transportation    Obesity_Type_III
## 897     Sometimes Public_Transportation  Overweight_Level_I
## 1112.1  Sometimes Public_Transportation Overweight_Level_II
## 1575    Sometimes Public_Transportation     Obesity_Type_II
## 817     Sometimes Public_Transportation  Overweight_Level_I
## 519            no Public_Transportation Insufficient_Weight
## 1458    Sometimes Public_Transportation      Obesity_Type_I
## 1697    Sometimes Public_Transportation     Obesity_Type_II
## 1300           no Public_Transportation      Obesity_Type_I
## 1273    Sometimes            Automobile      Obesity_Type_I
## 403     Sometimes               Walking Overweight_Level_II
## 449     Sometimes Public_Transportation     Obesity_Type_II
## 1184           no            Automobile Overweight_Level_II
## 868            no Public_Transportation  Overweight_Level_I
## 1424   Frequently            Automobile      Obesity_Type_I
## 892     Sometimes Public_Transportation  Overweight_Level_I
## 401            no Public_Transportation  Overweight_Level_I
## 1160.1         no            Automobile Overweight_Level_II
## 77.1           no Public_Transportation Insufficient_Weight
## 1314           no Public_Transportation      Obesity_Type_I
## 995.1   Sometimes Public_Transportation Overweight_Level_II
## 1255           no Public_Transportation      Obesity_Type_I
## 1318           no Public_Transportation      Obesity_Type_I
## 748            no            Automobile  Overweight_Level_I
## 534     Sometimes            Automobile Insufficient_Weight
## 70      Sometimes Public_Transportation       Normal_Weight
## 896     Sometimes Public_Transportation  Overweight_Level_I
## 148     Sometimes            Automobile      Obesity_Type_I
## 1443    Sometimes            Automobile      Obesity_Type_I
## 626     Sometimes Public_Transportation Insufficient_Weight
## 1496    Sometimes            Automobile      Obesity_Type_I
## 1735.1  Sometimes            Automobile     Obesity_Type_II
## 1216           no            Automobile      Obesity_Type_I
## 1987    Sometimes Public_Transportation    Obesity_Type_III
## 1022           no Public_Transportation Overweight_Level_II
## 247     Sometimes Public_Transportation       Normal_Weight
## 873     Sometimes            Automobile  Overweight_Level_I
## 1107           no            Automobile Overweight_Level_II
## 1442    Sometimes            Automobile      Obesity_Type_I
## 1621    Sometimes Public_Transportation     Obesity_Type_II
## 1319           no Public_Transportation      Obesity_Type_I
## 1647    Sometimes Public_Transportation     Obesity_Type_II
## 653            no Public_Transportation Insufficient_Weight
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 253    Frequently            Automobile Overweight_Level_II
## 1415    Sometimes            Automobile      Obesity_Type_I
## 544            no Public_Transportation Insufficient_Weight
## 663     Sometimes Public_Transportation Insufficient_Weight
## 228.1   Sometimes Public_Transportation       Normal_Weight
## 1693    Sometimes            Automobile     Obesity_Type_II
## 2011    Sometimes Public_Transportation    Obesity_Type_III
## 325     Sometimes Public_Transportation  Overweight_Level_I
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 347            no Public_Transportation       Normal_Weight
## 564     Sometimes Public_Transportation Insufficient_Weight
## 1083    Sometimes Public_Transportation Overweight_Level_II
## 1248           no Public_Transportation      Obesity_Type_I
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 412     Sometimes Public_Transportation  Overweight_Level_I
## 1711.2         no Public_Transportation     Obesity_Type_II
## 898     Sometimes            Automobile  Overweight_Level_I
## 1595    Sometimes Public_Transportation     Obesity_Type_II
## 1661    Sometimes Public_Transportation     Obesity_Type_II
## 1601           no Public_Transportation     Obesity_Type_II
## 778     Sometimes            Automobile  Overweight_Level_I
## 615     Sometimes Public_Transportation Insufficient_Weight
## 1888    Sometimes Public_Transportation    Obesity_Type_III
## 1020           no Public_Transportation Overweight_Level_II
## 1507           no Public_Transportation      Obesity_Type_I
## 679     Sometimes Public_Transportation Insufficient_Weight
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 496.1          no             Motorbike       Normal_Weight
## 213            no Public_Transportation Overweight_Level_II
## 1031    Sometimes            Automobile Overweight_Level_II
## 410     Sometimes Public_Transportation       Normal_Weight
## 1899    Sometimes Public_Transportation    Obesity_Type_III
## 1888.1  Sometimes Public_Transportation    Obesity_Type_III
## 401.1          no Public_Transportation  Overweight_Level_I
## 1700.1         no            Automobile     Obesity_Type_II
## 642     Sometimes Public_Transportation Insufficient_Weight
## 1537    Sometimes            Automobile     Obesity_Type_II
## 790     Sometimes            Automobile  Overweight_Level_I
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 1661.1  Sometimes Public_Transportation     Obesity_Type_II
## 509.1   Sometimes Public_Transportation Insufficient_Weight
## 1761    Sometimes            Automobile     Obesity_Type_II
## 1525.1  Sometimes Public_Transportation     Obesity_Type_II
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 122    Frequently Public_Transportation Overweight_Level_II
## 1561    Sometimes Public_Transportation     Obesity_Type_II
## 197.2   Sometimes                  Bike       Normal_Weight
## 1469.1         no Public_Transportation      Obesity_Type_I
## 1162.1         no Public_Transportation Overweight_Level_II
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 761     Sometimes            Automobile  Overweight_Level_I
## 711     Sometimes Public_Transportation Insufficient_Weight
## 702            no            Automobile Insufficient_Weight
## 1779    Sometimes            Automobile     Obesity_Type_II
## 1723           no            Automobile     Obesity_Type_II
## 1350.1  Sometimes Public_Transportation      Obesity_Type_I
## 340    Frequently Public_Transportation Insufficient_Weight
## 171     Sometimes Public_Transportation Overweight_Level_II
## 1254.1  Sometimes Public_Transportation      Obesity_Type_I
## 618     Sometimes            Automobile Insufficient_Weight
## 1486           no Public_Transportation      Obesity_Type_I
## 611            no Public_Transportation Insufficient_Weight
## 265     Sometimes            Automobile       Normal_Weight
## 349            no               Walking       Normal_Weight
## 275     Sometimes Public_Transportation       Normal_Weight
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 955     Sometimes Public_Transportation  Overweight_Level_I
## 890.1  Frequently Public_Transportation  Overweight_Level_I
## 856.1   Sometimes Public_Transportation  Overweight_Level_I
## 121.1          no               Walking  Overweight_Level_I
## 125            no Public_Transportation Overweight_Level_II
## 521            no Public_Transportation Insufficient_Weight
## 498     Sometimes Public_Transportation       Normal_Weight
## 265.1   Sometimes            Automobile       Normal_Weight
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1703           no Public_Transportation     Obesity_Type_II
## 442            no Public_Transportation       Normal_Weight
## 1068           no            Automobile Overweight_Level_II
## 277            no Public_Transportation Insufficient_Weight
## 744.1   Sometimes Public_Transportation Insufficient_Weight
## 1658           no Public_Transportation     Obesity_Type_II
## 126    Frequently Public_Transportation  Overweight_Level_I
## 1297    Sometimes            Automobile      Obesity_Type_I
## 434     Sometimes Public_Transportation       Normal_Weight
## 1875    Sometimes Public_Transportation    Obesity_Type_III
## 237            no            Automobile       Normal_Weight
## 1690    Sometimes Public_Transportation     Obesity_Type_II
## 1333           no Public_Transportation      Obesity_Type_I
## 688            no Public_Transportation Insufficient_Weight
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 1546.1  Sometimes Public_Transportation     Obesity_Type_II
## 1156.1  Sometimes Public_Transportation Overweight_Level_II
## 2074.1  Sometimes Public_Transportation    Obesity_Type_III
## 94             no               Walking       Normal_Weight
## 211.1          no Public_Transportation     Obesity_Type_II
## 846     Sometimes Public_Transportation  Overweight_Level_I
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 675     Sometimes Public_Transportation Insufficient_Weight
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1279           no Public_Transportation      Obesity_Type_I
## 347.1          no Public_Transportation       Normal_Weight
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1673           no Public_Transportation     Obesity_Type_II
## 111     Sometimes Public_Transportation       Normal_Weight
## 2035    Sometimes Public_Transportation    Obesity_Type_III
## 267     Sometimes Public_Transportation Insufficient_Weight
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 629.1          no            Automobile Insufficient_Weight
## 416            no               Walking       Normal_Weight
## 190            no Public_Transportation       Normal_Weight
## 783     Sometimes            Automobile  Overweight_Level_I
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 1470           no Public_Transportation      Obesity_Type_I
## 679.1   Sometimes Public_Transportation Insufficient_Weight
## 87             no Public_Transportation       Normal_Weight
## 364     Sometimes Public_Transportation       Normal_Weight
## 1435           no Public_Transportation      Obesity_Type_I
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 729            no            Automobile Insufficient_Weight
## 1076           no Public_Transportation Overweight_Level_II
## 1822    Sometimes Public_Transportation    Obesity_Type_III
## 112.1          no Public_Transportation       Normal_Weight
## 312            no Public_Transportation       Normal_Weight
## 1760    Sometimes            Automobile     Obesity_Type_II
## 565.1          no            Automobile Insufficient_Weight
## 24      Sometimes Public_Transportation      Obesity_Type_I
## 1135           no Public_Transportation Overweight_Level_II
## 1295           no Public_Transportation      Obesity_Type_I
## 1333.1         no Public_Transportation      Obesity_Type_I
## 758.1   Sometimes Public_Transportation  Overweight_Level_I
## 355            no Public_Transportation       Normal_Weight
## 1933    Sometimes Public_Transportation    Obesity_Type_III
## 1537.1  Sometimes            Automobile     Obesity_Type_II
## 296.1          no               Walking       Normal_Weight
## 1793.1         no Public_Transportation     Obesity_Type_II
## 1891.1  Sometimes Public_Transportation    Obesity_Type_III
## 722     Sometimes Public_Transportation Insufficient_Weight
## 46             no Public_Transportation Overweight_Level_II
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 1448           no Public_Transportation      Obesity_Type_I
## 1467    Sometimes Public_Transportation      Obesity_Type_I
## 512            no Public_Transportation Insufficient_Weight
## 485            no            Automobile Overweight_Level_II
## 597.1          no            Automobile Insufficient_Weight
## 283.1          no Public_Transportation       Normal_Weight
## 344            no Public_Transportation       Normal_Weight
## 1112.2  Sometimes Public_Transportation Overweight_Level_II
## 952.1   Sometimes Public_Transportation  Overweight_Level_I
## 1668    Sometimes            Automobile     Obesity_Type_II
## 982     Sometimes               Walking Overweight_Level_II
## 89             no            Automobile       Normal_Weight
## 1954    Sometimes Public_Transportation    Obesity_Type_III
## 587     Sometimes Public_Transportation Insufficient_Weight
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 1075    Sometimes Public_Transportation Overweight_Level_II
## 365     Sometimes Public_Transportation  Overweight_Level_I
## 1042           no            Automobile Overweight_Level_II
## 120     Sometimes            Automobile Overweight_Level_II
## 1523.1  Sometimes Public_Transportation     Obesity_Type_II
## 1396           no Public_Transportation      Obesity_Type_I
## 108.1   Sometimes            Automobile  Overweight_Level_I
## 642.1   Sometimes Public_Transportation Insufficient_Weight
## 1048    Sometimes Public_Transportation Overweight_Level_II
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 1450           no Public_Transportation      Obesity_Type_I
## 1              no Public_Transportation       Normal_Weight
## 1250    Sometimes Public_Transportation      Obesity_Type_I
## 618.1   Sometimes            Automobile Insufficient_Weight
## 1598           no Public_Transportation     Obesity_Type_II
## 12.1    Sometimes Public_Transportation Overweight_Level_II
## 1180           no            Automobile Overweight_Level_II
## 593            no            Automobile Insufficient_Weight
## 1083.1  Sometimes Public_Transportation Overweight_Level_II
## 598     Sometimes Public_Transportation Insufficient_Weight
## 423.1   Sometimes                  Bike       Normal_Weight
## 614     Sometimes Public_Transportation Insufficient_Weight
## 2067    Sometimes Public_Transportation    Obesity_Type_III
## 1013   Frequently Public_Transportation Overweight_Level_II
## 309     Sometimes Public_Transportation       Normal_Weight
## 1234           no Public_Transportation      Obesity_Type_I
## 1268    Sometimes            Automobile      Obesity_Type_I
## 225            no Public_Transportation      Obesity_Type_I
## 660     Sometimes Public_Transportation Insufficient_Weight
## 1384           no Public_Transportation      Obesity_Type_I
## 1954.1  Sometimes Public_Transportation    Obesity_Type_III
## 452            no Public_Transportation       Normal_Weight
## 308     Sometimes Public_Transportation       Normal_Weight
## 1883    Sometimes Public_Transportation    Obesity_Type_III
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 403.1   Sometimes               Walking Overweight_Level_II
## 345     Sometimes Public_Transportation    Obesity_Type_III
## 1885    Sometimes Public_Transportation    Obesity_Type_III
## 1458.1  Sometimes Public_Transportation      Obesity_Type_I
## 1951    Sometimes Public_Transportation    Obesity_Type_III
## 1872    Sometimes Public_Transportation    Obesity_Type_III
## 1110    Sometimes            Automobile Overweight_Level_II
## 244     Sometimes            Automobile Overweight_Level_II
## 659     Sometimes Public_Transportation Insufficient_Weight
## 2070    Sometimes Public_Transportation    Obesity_Type_III
## 639.2          no            Automobile Insufficient_Weight
## 1424.1 Frequently            Automobile      Obesity_Type_I
## 988     Sometimes            Automobile Overweight_Level_II
## 1932    Sometimes Public_Transportation    Obesity_Type_III
## 527     Sometimes Public_Transportation Insufficient_Weight
## 1889    Sometimes Public_Transportation    Obesity_Type_III
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 1715    Sometimes            Automobile     Obesity_Type_II
## 381            no             Motorbike Overweight_Level_II
## 867     Sometimes Public_Transportation  Overweight_Level_I
## 1608    Sometimes            Automobile     Obesity_Type_II
## 1237.1         no Public_Transportation      Obesity_Type_I
## 823     Sometimes Public_Transportation  Overweight_Level_I
## 1471           no Public_Transportation      Obesity_Type_I
## 318            no Public_Transportation       Normal_Weight
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 1455    Sometimes Public_Transportation      Obesity_Type_I
## 1678    Sometimes Public_Transportation     Obesity_Type_II
## 1575.1  Sometimes Public_Transportation     Obesity_Type_II
## 1729.1  Sometimes Public_Transportation     Obesity_Type_II
## 1390    Sometimes Public_Transportation      Obesity_Type_I
## 1441    Sometimes            Automobile      Obesity_Type_I
## 1966    Sometimes Public_Transportation    Obesity_Type_III
## 324     Sometimes            Automobile       Normal_Weight
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 74      Sometimes                  Bike       Normal_Weight
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 1789.1  Sometimes Public_Transportation     Obesity_Type_II
## 68.1   Frequently            Automobile      Obesity_Type_I
## 1705    Sometimes Public_Transportation     Obesity_Type_II
## 151     Sometimes Public_Transportation       Normal_Weight
## 1482    Sometimes            Automobile      Obesity_Type_I
## 493.1          no            Automobile Overweight_Level_II
## 464     Sometimes Public_Transportation       Normal_Weight
## 395.1          no Public_Transportation       Normal_Weight
## 1788    Sometimes Public_Transportation     Obesity_Type_II
## 371            no Public_Transportation       Normal_Weight
## 1332           no Public_Transportation      Obesity_Type_I
## 2007.3  Sometimes Public_Transportation    Obesity_Type_III
## 55             no Public_Transportation       Normal_Weight
## 758.2   Sometimes Public_Transportation  Overweight_Level_I
## 1463.1  Sometimes Public_Transportation      Obesity_Type_I
## 2049.1  Sometimes Public_Transportation    Obesity_Type_III
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 123            no               Walking Insufficient_Weight
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 597.2          no            Automobile Insufficient_Weight
## 682            no Public_Transportation Insufficient_Weight
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 1823    Sometimes Public_Transportation    Obesity_Type_III
## 309.1   Sometimes Public_Transportation       Normal_Weight
## 963     Sometimes Public_Transportation  Overweight_Level_I
## 1929.2  Sometimes Public_Transportation    Obesity_Type_III
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 1945.1  Sometimes Public_Transportation    Obesity_Type_III
## 1618           no            Automobile     Obesity_Type_II
## 1656    Sometimes            Automobile     Obesity_Type_II
## 170            no            Automobile Overweight_Level_II
## 1429           no Public_Transportation      Obesity_Type_I
## 513            no Public_Transportation Insufficient_Weight
## 559            no            Automobile Insufficient_Weight
## 1967    Sometimes Public_Transportation    Obesity_Type_III
## 563     Sometimes Public_Transportation Insufficient_Weight
## 659.1   Sometimes Public_Transportation Insufficient_Weight
## 258            no Public_Transportation      Obesity_Type_I
## 876            no Public_Transportation  Overweight_Level_I
## 626.1   Sometimes Public_Transportation Insufficient_Weight
## 1821    Sometimes Public_Transportation    Obesity_Type_III
## 45             no Public_Transportation       Normal_Weight
## 1176    Sometimes            Automobile Overweight_Level_II
## 711.1   Sometimes Public_Transportation Insufficient_Weight
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 1280    Sometimes Public_Transportation      Obesity_Type_I
## 2034    Sometimes Public_Transportation    Obesity_Type_III
## 122.1  Frequently Public_Transportation Overweight_Level_II
## 1659           no Public_Transportation     Obesity_Type_II
## 1112.3  Sometimes Public_Transportation Overweight_Level_II
## 1874    Sometimes Public_Transportation    Obesity_Type_III
## 972     Sometimes Public_Transportation  Overweight_Level_I
## 1306.1         no            Automobile      Obesity_Type_I
## 27.2       Always               Walking       Normal_Weight
## 687            no Public_Transportation Insufficient_Weight
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 519.1          no Public_Transportation Insufficient_Weight
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 26             no Public_Transportation       Normal_Weight
## 686            no Public_Transportation Insufficient_Weight
## 514            no Public_Transportation Insufficient_Weight
## 1650    Sometimes Public_Transportation     Obesity_Type_II
## 109            no               Walking      Obesity_Type_I
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 432     Sometimes Public_Transportation       Normal_Weight
## 1458.2  Sometimes Public_Transportation      Obesity_Type_I
## 439     Sometimes            Automobile       Normal_Weight
## 861.1   Sometimes Public_Transportation  Overweight_Level_I
## 1189    Sometimes Public_Transportation Overweight_Level_II
## 1440    Sometimes            Automobile      Obesity_Type_I
## 49      Sometimes               Walking       Normal_Weight
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 762     Sometimes Public_Transportation  Overweight_Level_I
## 1420    Sometimes            Automobile      Obesity_Type_I
## 263     Sometimes Public_Transportation       Normal_Weight
## 1462.1  Sometimes Public_Transportation      Obesity_Type_I
## 1239           no Public_Transportation      Obesity_Type_I
## 1395           no Public_Transportation      Obesity_Type_I
## 1871    Sometimes Public_Transportation    Obesity_Type_III
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 1091           no Public_Transportation Overweight_Level_II
## 1013.1 Frequently Public_Transportation Overweight_Level_II
## 1796           no Public_Transportation     Obesity_Type_II
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 1832.1  Sometimes Public_Transportation    Obesity_Type_III
## 979     Sometimes Public_Transportation Overweight_Level_II
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 1281    Sometimes Public_Transportation      Obesity_Type_I
## 152     Sometimes            Automobile       Normal_Weight
## 1138           no Public_Transportation Overweight_Level_II
## 1284.2         no Public_Transportation      Obesity_Type_I
## 1605           no Public_Transportation     Obesity_Type_II
## 2086    Sometimes Public_Transportation    Obesity_Type_III
## 618.2   Sometimes            Automobile Insufficient_Weight
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 1658.1         no Public_Transportation     Obesity_Type_II
## 153     Sometimes            Automobile  Overweight_Level_I
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 598.1   Sometimes Public_Transportation Insufficient_Weight
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 1318.1         no Public_Transportation      Obesity_Type_I
## 170.1          no            Automobile Overweight_Level_II
## 1138.1         no Public_Transportation Overweight_Level_II
## 740     Sometimes Public_Transportation Insufficient_Weight
## 111.1   Sometimes Public_Transportation       Normal_Weight
## 1378    Sometimes            Automobile      Obesity_Type_I
## 387            no Public_Transportation       Normal_Weight
## 206.1  Frequently Public_Transportation      Obesity_Type_I
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 1712.1  Sometimes            Automobile     Obesity_Type_II
## 1288    Sometimes Public_Transportation      Obesity_Type_I
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 926     Sometimes            Automobile  Overweight_Level_I
## 708     Sometimes Public_Transportation Insufficient_Weight
## 1648    Sometimes            Automobile     Obesity_Type_II
## 119     Sometimes Public_Transportation       Normal_Weight
## 45.1           no Public_Transportation       Normal_Weight
## 1774    Sometimes Public_Transportation     Obesity_Type_II
## 1683    Sometimes            Automobile     Obesity_Type_II
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 1097           no            Automobile Overweight_Level_II
## 810     Sometimes Public_Transportation  Overweight_Level_I
## 1120           no            Automobile Overweight_Level_II
## 1318.2         no Public_Transportation      Obesity_Type_I
## 1422           no Public_Transportation      Obesity_Type_I
## 2020    Sometimes Public_Transportation    Obesity_Type_III
## 1672           no Public_Transportation     Obesity_Type_II
## 1377    Sometimes Public_Transportation      Obesity_Type_I
## 284     Sometimes               Walking       Normal_Weight
## 961            no Public_Transportation  Overweight_Level_I
## 1629           no            Automobile     Obesity_Type_II
## 706            no Public_Transportation Insufficient_Weight
## 1383.1  Sometimes            Automobile      Obesity_Type_I
## 1337.2  Sometimes Public_Transportation      Obesity_Type_I
## 1655    Sometimes Public_Transportation     Obesity_Type_II
## 964.1   Sometimes Public_Transportation  Overweight_Level_I
## 1608.1  Sometimes            Automobile     Obesity_Type_II
## 676     Sometimes Public_Transportation Insufficient_Weight
## 809     Sometimes Public_Transportation  Overweight_Level_I
## 560            no            Automobile Insufficient_Weight
## 1586    Sometimes Public_Transportation     Obesity_Type_II
## 1672.1         no Public_Transportation     Obesity_Type_II
## 437    Frequently            Automobile       Normal_Weight
## 1173           no            Automobile Overweight_Level_II
## 1349    Sometimes Public_Transportation      Obesity_Type_I
## 833.1   Sometimes Public_Transportation  Overweight_Level_I
## 501.1   Sometimes Public_Transportation    Obesity_Type_III
## 488.1          no             Motorbike      Obesity_Type_I
## 755    Frequently Public_Transportation  Overweight_Level_I
## 518            no Public_Transportation Insufficient_Weight
## 1095.1         no Public_Transportation Overweight_Level_II
## 1501           no            Automobile      Obesity_Type_I
## 268    Frequently            Automobile Overweight_Level_II
## 1781           no Public_Transportation     Obesity_Type_II
## 168            no               Walking Overweight_Level_II
## 1653    Sometimes Public_Transportation     Obesity_Type_II
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 1609.1  Sometimes            Automobile     Obesity_Type_II
## 2087    Sometimes Public_Transportation    Obesity_Type_III
## 1256           no Public_Transportation      Obesity_Type_I
## 1549    Sometimes            Automobile     Obesity_Type_II
## 1413    Sometimes Public_Transportation      Obesity_Type_I
## 284.1   Sometimes               Walking       Normal_Weight
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 457            no Public_Transportation       Normal_Weight
## 1206           no            Automobile Overweight_Level_II
## 1356    Sometimes            Automobile      Obesity_Type_I
## 255            no Public_Transportation       Normal_Weight
## 147    Frequently Public_Transportation       Normal_Weight
## 2053.1  Sometimes Public_Transportation    Obesity_Type_III
## 814     Sometimes            Automobile  Overweight_Level_I
## 392     Sometimes               Walking Insufficient_Weight
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 1162.2         no Public_Transportation Overweight_Level_II
## 1539           no Public_Transportation     Obesity_Type_II
## 1062    Sometimes Public_Transportation Overweight_Level_II
## 182     Sometimes Public_Transportation       Normal_Weight
## 639.3          no            Automobile Insufficient_Weight
## 226.1   Sometimes               Walking     Obesity_Type_II
## 675.1   Sometimes Public_Transportation Insufficient_Weight
## 744.2   Sometimes Public_Transportation Insufficient_Weight
## 1819    Sometimes Public_Transportation    Obesity_Type_III
## 1495           no Public_Transportation      Obesity_Type_I
## 970    Frequently Public_Transportation  Overweight_Level_I
## 113     Sometimes Public_Transportation       Normal_Weight
## 1408           no Public_Transportation      Obesity_Type_I
## 1770    Sometimes Public_Transportation     Obesity_Type_II
## 1465    Sometimes Public_Transportation      Obesity_Type_I
## 507     Sometimes Public_Transportation    Obesity_Type_III
## 1276           no Public_Transportation      Obesity_Type_I
## 1803    Sometimes Public_Transportation    Obesity_Type_III
## 2062.1  Sometimes Public_Transportation    Obesity_Type_III
## 555     Sometimes Public_Transportation Insufficient_Weight
## 1955    Sometimes Public_Transportation    Obesity_Type_III
## 514.1          no Public_Transportation Insufficient_Weight
## 979.1   Sometimes Public_Transportation Overweight_Level_II
## 1287           no            Automobile      Obesity_Type_I
## 1025    Sometimes Public_Transportation Overweight_Level_II
## 409     Sometimes Public_Transportation       Normal_Weight
## 312.1          no Public_Transportation       Normal_Weight
## 1157           no            Automobile Overweight_Level_II
## 1059           no Public_Transportation Overweight_Level_II
## 937.1   Sometimes Public_Transportation  Overweight_Level_I
## 1026           no            Automobile Overweight_Level_II
## 663.1   Sometimes Public_Transportation Insufficient_Weight
## 984     Sometimes            Automobile Overweight_Level_II
## 703            no            Automobile Insufficient_Weight
## 267.1   Sometimes Public_Transportation Insufficient_Weight
## 766     Sometimes            Automobile  Overweight_Level_I
## 1627    Sometimes Public_Transportation     Obesity_Type_II
## 70.1    Sometimes Public_Transportation       Normal_Weight
## 548     Sometimes Public_Transportation Insufficient_Weight
## 912     Sometimes Public_Transportation  Overweight_Level_I
## 731            no            Automobile Insufficient_Weight
## 1376    Sometimes Public_Transportation      Obesity_Type_I
## 1202    Sometimes Public_Transportation Overweight_Level_II
## 1883.1  Sometimes Public_Transportation    Obesity_Type_III
## 26.1           no Public_Transportation       Normal_Weight
## 2023    Sometimes Public_Transportation    Obesity_Type_III
## 307.1   Sometimes Public_Transportation       Normal_Weight
## 998            no Public_Transportation Overweight_Level_II
## 196     Sometimes               Walking  Overweight_Level_I
## 1927    Sometimes Public_Transportation    Obesity_Type_III
## 2061    Sometimes Public_Transportation    Obesity_Type_III
## 614.1   Sometimes Public_Transportation Insufficient_Weight
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 1811    Sometimes Public_Transportation    Obesity_Type_III
## 740.1   Sometimes Public_Transportation Insufficient_Weight
## 2060    Sometimes Public_Transportation    Obesity_Type_III
## 158     Sometimes Public_Transportation       Normal_Weight
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1289.1  Sometimes Public_Transportation      Obesity_Type_I
## 163     Sometimes Public_Transportation       Normal_Weight
## 470            no Public_Transportation Insufficient_Weight
## 1035.1         no            Automobile Overweight_Level_II
## 1108.1         no            Automobile Overweight_Level_II
## 172     Sometimes Public_Transportation       Normal_Weight
## 273            no Public_Transportation       Normal_Weight
## 909.1   Sometimes Public_Transportation  Overweight_Level_I
## 1585    Sometimes Public_Transportation     Obesity_Type_II
## 246.2   Sometimes            Automobile Insufficient_Weight
## 1341    Sometimes Public_Transportation      Obesity_Type_I
## 1002.1  Sometimes Public_Transportation Overweight_Level_II
## 1000    Sometimes Public_Transportation Overweight_Level_II
## 1399           no Public_Transportation      Obesity_Type_I
## 342     Sometimes Public_Transportation       Normal_Weight
## 855     Sometimes Public_Transportation  Overweight_Level_I
## 397    Frequently            Automobile       Normal_Weight
## 214            no Public_Transportation       Normal_Weight
## 1709           no Public_Transportation     Obesity_Type_II
## 213.1          no Public_Transportation Overweight_Level_II
## 2022    Sometimes Public_Transportation    Obesity_Type_III
## 110            no Public_Transportation      Obesity_Type_I
## 1557           no Public_Transportation     Obesity_Type_II
## 23      Sometimes            Automobile       Normal_Weight
## 1000.1  Sometimes Public_Transportation Overweight_Level_II
## 459     Sometimes Public_Transportation       Normal_Weight
## 384     Sometimes            Automobile      Obesity_Type_I
## 1125           no Public_Transportation Overweight_Level_II
## 1740    Sometimes            Automobile     Obesity_Type_II
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 145     Sometimes Public_Transportation  Overweight_Level_I
## 497.1   Sometimes Public_Transportation Insufficient_Weight
## 561            no            Automobile Insufficient_Weight
## 553     Sometimes Public_Transportation Insufficient_Weight
## 113.1   Sometimes Public_Transportation       Normal_Weight
## 1911.1  Sometimes Public_Transportation    Obesity_Type_III
## 1686    Sometimes Public_Transportation     Obesity_Type_II
## 1449           no Public_Transportation      Obesity_Type_I
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 676.1   Sometimes Public_Transportation Insufficient_Weight
## 1247           no Public_Transportation      Obesity_Type_I
## 288.1          no Public_Transportation       Normal_Weight
## 652.1          no Public_Transportation Insufficient_Weight
## 198     Sometimes                  Bike     Obesity_Type_II
## 911     Sometimes            Automobile  Overweight_Level_I
## 379     Sometimes Public_Transportation       Normal_Weight
## 76             no Public_Transportation Insufficient_Weight
## 724     Sometimes Public_Transportation Insufficient_Weight
## 392.1   Sometimes               Walking Insufficient_Weight
## 1680    Sometimes            Automobile     Obesity_Type_II
## 914.1   Sometimes Public_Transportation  Overweight_Level_I
## 488.2          no             Motorbike      Obesity_Type_I
## 99      Sometimes Public_Transportation Insufficient_Weight
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 496.2          no             Motorbike       Normal_Weight
## 17      Sometimes Public_Transportation Overweight_Level_II
## 1767.1  Sometimes Public_Transportation     Obesity_Type_II
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 908            no Public_Transportation  Overweight_Level_I
## 1509           no Public_Transportation      Obesity_Type_I
## 2033    Sometimes Public_Transportation    Obesity_Type_III
## 777     Sometimes Public_Transportation  Overweight_Level_I
## 1844.1  Sometimes Public_Transportation    Obesity_Type_III
## 2027.1  Sometimes Public_Transportation    Obesity_Type_III
## 2102    Sometimes Public_Transportation    Obesity_Type_III
## 844.1   Sometimes Public_Transportation  Overweight_Level_I
## 416.1          no               Walking       Normal_Weight
## 1353    Sometimes            Automobile      Obesity_Type_I
## 626.2   Sometimes Public_Transportation Insufficient_Weight
## 1485    Sometimes            Automobile      Obesity_Type_I
## 524     Sometimes Public_Transportation Insufficient_Weight
## 875            no Public_Transportation  Overweight_Level_I
## 1150    Sometimes Public_Transportation Overweight_Level_II
## 177            no Public_Transportation       Normal_Weight
## 173.1   Sometimes Public_Transportation       Normal_Weight
## 1261.1  Sometimes Public_Transportation      Obesity_Type_I
## 1820    Sometimes Public_Transportation    Obesity_Type_III
## 1319.1         no Public_Transportation      Obesity_Type_I
## 794     Sometimes Public_Transportation  Overweight_Level_I
## 507.1   Sometimes Public_Transportation    Obesity_Type_III
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 1835.1  Sometimes Public_Transportation    Obesity_Type_III
## 862     Sometimes Public_Transportation  Overweight_Level_I
## 441.1          no            Automobile       Normal_Weight
## 1611    Sometimes Public_Transportation     Obesity_Type_II
## 297     Sometimes Public_Transportation       Normal_Weight
## 237.1          no            Automobile       Normal_Weight
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1154    Sometimes Public_Transportation Overweight_Level_II
## 1207    Sometimes Public_Transportation Overweight_Level_II
## 1334           no Public_Transportation      Obesity_Type_I
## 1659.1         no Public_Transportation     Obesity_Type_II
## 417            no            Automobile  Overweight_Level_I
## 2032    Sometimes Public_Transportation    Obesity_Type_III
## 324.1   Sometimes            Automobile       Normal_Weight
## 2107.1  Sometimes Public_Transportation    Obesity_Type_III
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 313            no Public_Transportation       Normal_Weight
## 1634.1  Sometimes            Automobile     Obesity_Type_II
## 2057    Sometimes Public_Transportation    Obesity_Type_III
## 1731.3  Sometimes Public_Transportation     Obesity_Type_II
## 1506.1         no Public_Transportation      Obesity_Type_I
## 1555    Sometimes Public_Transportation     Obesity_Type_II
## 432.1   Sometimes Public_Transportation       Normal_Weight
## 1471.1         no Public_Transportation      Obesity_Type_I
## 1041           no            Automobile Overweight_Level_II
## 1813.1  Sometimes Public_Transportation    Obesity_Type_III
## 1793.2         no Public_Transportation     Obesity_Type_II
## 1487           no Public_Transportation      Obesity_Type_I
## 362            no Public_Transportation      Obesity_Type_I
## 1915    Sometimes Public_Transportation    Obesity_Type_III
## 1052    Sometimes Public_Transportation Overweight_Level_II
## 1575.2  Sometimes Public_Transportation     Obesity_Type_II
## 2073.1  Sometimes Public_Transportation    Obesity_Type_III
## 329     Sometimes               Walking       Normal_Weight
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1633    Sometimes Public_Transportation     Obesity_Type_II
## 1975    Sometimes Public_Transportation    Obesity_Type_III
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 922     Sometimes Public_Transportation  Overweight_Level_I
## 732            no            Automobile Insufficient_Weight
## 1433           no Public_Transportation      Obesity_Type_I
## 6       Sometimes            Automobile       Normal_Weight
## 1979    Sometimes Public_Transportation    Obesity_Type_III
## 1877.1  Sometimes Public_Transportation    Obesity_Type_III
## 667     Sometimes Public_Transportation Insufficient_Weight
## 1051.1  Sometimes Public_Transportation Overweight_Level_II
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 256            no                  Bike  Overweight_Level_I
## 1765    Sometimes Public_Transportation     Obesity_Type_II
## 1585.1  Sometimes Public_Transportation     Obesity_Type_II
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1067    Sometimes Public_Transportation Overweight_Level_II
## 562     Sometimes Public_Transportation Insufficient_Weight
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 331     Sometimes Public_Transportation Insufficient_Weight
## 646            no Public_Transportation Insufficient_Weight
## 1795           no Public_Transportation     Obesity_Type_II
## 275.1   Sometimes Public_Transportation       Normal_Weight
## 1758    Sometimes Public_Transportation     Obesity_Type_II
## 1045.1  Sometimes Public_Transportation Overweight_Level_II
## 1251    Sometimes Public_Transportation      Obesity_Type_I
## 283.2          no Public_Transportation       Normal_Weight
## 1202.1  Sometimes Public_Transportation Overweight_Level_II
## 1847    Sometimes Public_Transportation    Obesity_Type_III
## 1480    Sometimes Public_Transportation      Obesity_Type_I
## 800    Frequently Public_Transportation  Overweight_Level_I
## 1367           no Public_Transportation      Obesity_Type_I
## 2082    Sometimes Public_Transportation    Obesity_Type_III
## 287     Sometimes Public_Transportation       Normal_Weight
## 1736    Sometimes Public_Transportation     Obesity_Type_II
## 1641    Sometimes Public_Transportation     Obesity_Type_II
## 1747    Sometimes Public_Transportation     Obesity_Type_II
## 1328    Sometimes            Automobile      Obesity_Type_I
## 1379    Sometimes            Automobile      Obesity_Type_I
## 1957    Sometimes Public_Transportation    Obesity_Type_III
## 298            no            Automobile  Overweight_Level_I
## 40      Sometimes Public_Transportation Overweight_Level_II
## 804            no            Automobile  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 364.1   Sometimes Public_Transportation       Normal_Weight
## 1273.1  Sometimes            Automobile      Obesity_Type_I
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 887     Sometimes Public_Transportation  Overweight_Level_I
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 1325    Sometimes Public_Transportation      Obesity_Type_I
## 1544.1  Sometimes Public_Transportation     Obesity_Type_II
## 1343    Sometimes Public_Transportation      Obesity_Type_I
## 247.1   Sometimes Public_Transportation       Normal_Weight
## 735     Sometimes Public_Transportation Insufficient_Weight
## 103     Sometimes            Automobile       Normal_Weight
## 2040    Sometimes Public_Transportation    Obesity_Type_III
## 634            no            Automobile Insufficient_Weight
## 1428           no Public_Transportation      Obesity_Type_I
## 751     Sometimes Public_Transportation  Overweight_Level_I
## 1996    Sometimes Public_Transportation    Obesity_Type_III
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 1344           no Public_Transportation      Obesity_Type_I
## 165     Sometimes            Automobile Overweight_Level_II
## 1171           no            Automobile Overweight_Level_II
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 344.1          no Public_Transportation       Normal_Weight
## 
## $DF_12
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 78     Female 24.00000 1.700000  80.00000                            yes  yes
## 140      Male 25.00000 1.700000  68.00000                             no  yes
## 359      Male 41.00000 1.750000 110.00000                            yes   no
## 1550     Male 23.45456 1.754218 117.38474                            yes  yes
## 1342     Male 21.01666 1.790172 105.04219                            yes  yes
## 771      Male 21.02963 1.607082  67.72222                            yes  yes
## 681      Male 20.24224 1.756330  54.56734                            yes  yes
## 74       Male 19.00000 1.850000  65.00000                            yes   no
## 363    Female 37.00000 1.650000  73.00000                            yes   no
## 1065     Male 22.08739 1.786238  89.80249                            yes  yes
## 294      Male 19.00000 1.820000  75.00000                            yes   no
## 918    Female 36.63146 1.532322  62.41723                            yes  yes
## 549    Female 19.31496 1.661403  49.93220                             no  yes
## 582      Male 18.52552 1.856633  59.25837                            yes  yes
## 629      Male 17.08049 1.782756  56.02942                            yes  yes
## 373    Female 18.00000 1.620000  58.00000                             no  yes
## 2051   Female 20.74144 1.694439 122.81303                            yes  yes
## 1830   Female 25.90228 1.669701 104.58578                            yes  yes
## 1520     Male 26.94514 1.773259 118.15435                            yes   no
## 1072   Female 20.84336 1.521008  67.08312                            yes   no
## 814    Female 42.24475 1.768231  75.62931                            yes  yes
## 96       Male 26.00000 1.700000  70.00000                            yes   no
## 1180     Male 47.70610 1.743935  84.72920                            yes  yes
## 1355     Male 17.07365 1.706996  99.54470                            yes  yes
## 42       Male 23.00000 1.680000  60.00000                             no   no
## 1210     Male 25.92975 1.772449 105.00000                            yes  yes
## 1844   Female 25.99865 1.640741 104.80854                            yes  yes
## 587    Female 18.00000 1.700000  50.00000                             no  yes
## 876    Female 16.86598 1.644053  67.43959                            yes  yes
## 2045   Female 25.56187 1.675185 110.62172                            yes  yes
## 298      Male 26.00000 1.740000  80.00000                             no   no
## 1928   Female 26.00000 1.650125 111.93967                            yes  yes
## 618      Male 20.40607 1.868931  63.19973                            yes  yes
## 1831   Female 25.54087 1.668709 104.75496                            yes  yes
## 761    Female 36.76965 1.550000  62.33772                            yes  yes
## 1143     Male 23.00000 1.672101  80.93973                            yes  yes
## 2056   Female 25.96295 1.623812 109.99674                            yes  yes
## 266      Male 18.00000 1.700000  50.00000                             no  yes
## 432    Female 18.00000 1.600000  55.00000                             no  yes
## 2054   Female 21.23266 1.719913 131.56748                            yes  yes
## 572    Female 17.06545 1.647811  49.60381                             no  yes
## 1386   Female 42.58628 1.571417  81.91881                            yes  yes
## 881    Female 18.94710 1.518917  60.26743                             no  yes
## 1851   Female 25.96879 1.632896 104.98892                            yes  yes
## 734      Male 18.00000 1.707259  50.66446                            yes  yes
## 691      Male 17.52175 1.757958  52.09432                             no  yes
## 1121     Male 23.80679 1.732492  84.55780                            yes  yes
## 1329     Male 30.96742 1.688436  90.00000                            yes  yes
## 1061   Female 34.28168 1.673333  77.20569                            yes  yes
## 1691     Male 25.14007 1.829529 120.99658                            yes  yes
## 1354     Male 19.03403 1.703098  98.29665                            yes  yes
## 162      Male 55.00000 1.650000  80.00000                             no  yes
## 1156   Female 23.58606 1.700499  81.10860                            yes  yes
## 1799     Male 26.84481 1.691510 102.59518                            yes  yes
## 977    Female 19.77432 1.541039  64.72695                             no  yes
## 111      Male 21.00000 1.750000  75.00000                            yes  yes
## 542    Female 19.71725 1.688426  49.66099                             no   no
## 181    Female 18.00000 1.580000  48.00000                             no  yes
## 338      Male 18.00000 1.780000  64.40000                            yes  yes
## 1198     Male 33.15190 1.685127  83.98690                            yes  yes
## 105    Female 38.00000 1.560000  80.00000                            yes  yes
## 392    Female 18.00000 1.700000  50.00000                             no   no
## 1372     Male 20.41883 1.836669 105.25754                            yes  yes
## 500    Female 18.50334 1.683124 126.67378                            yes  yes
## 574    Female 18.02485 1.700000  50.00000                             no  yes
## 1644     Male 28.49340 1.817572 120.81580                            yes  yes
## 1903   Female 25.49896 1.683950 104.84682                            yes  yes
## 756      Male 23.57265 1.698346  75.00000                            yes  yes
## 240    Female 19.00000 1.700000  64.00000                            yes  yes
## 1710     Male 20.15666 1.620109 103.39335                            yes  yes
## 1143.1   Male 23.00000 1.672101  80.93973                            yes  yes
## 723    Female 18.00000 1.763465  50.27905                             no  yes
## 578    Female 19.95060 1.527133  42.00000                             no   no
## 824    Female 21.90953 1.611356  68.06609                            yes  yes
## 1805   Female 26.00000 1.600762 105.44826                            yes  yes
## 733      Male 17.36213 1.806710  59.24351                            yes  yes
## 1429     Male 21.67916 1.741393  98.18250                            yes  yes
## 756.1    Male 23.57265 1.698346  75.00000                            yes  yes
## 505    Female 26.00000 1.630927 111.48552                            yes  yes
## 569    Female 20.95496 1.759358  55.01045                            yes  yes
## 1330   Female 23.47416 1.577115  78.00000                            yes  yes
## 937    Female 21.97977 1.600000  66.12696                            yes  yes
## 353    Female 17.00000 1.600000  53.00000                             no  yes
## 34       Male 39.00000 1.790000  90.00000                             no   no
## 1065.1   Male 22.08739 1.786238  89.80249                            yes  yes
## 1169     Male 22.64979 1.685045  81.02212                            yes  yes
## 744      Male 18.38138 1.722547  53.78398                            yes  yes
## 1724     Male 30.31578 1.701566 103.74353                            yes  yes
## 1675     Male 27.93982 1.694642  99.70933                            yes  yes
## 1628     Male 40.36624 1.722396 109.34902                            yes  yes
## 157    Female 35.00000 1.530000  45.00000                            yes   no
## 898      Male 26.70371 1.802871  85.77001                            yes  yes
## 889    Female 20.97925 1.756550  78.72170                            yes  yes
## 338.1    Male 18.00000 1.780000  64.40000                            yes  yes
## 818      Male 22.74028 1.717288  75.94816                            yes  yes
## 770      Male 21.41364 1.709484  75.00000                            yes  yes
## 1879   Female 21.32210 1.751118 149.29111                            yes  yes
## 896      Male 21.03751 1.636592  70.00000                             no  yes
## 2053   Female 21.63598 1.748106 133.25903                            yes  yes
## 796      Male 29.74050 1.820471  87.66883                             no  yes
## 1764     Male 31.19926 1.848845 125.07786                            yes  yes
## 1843   Female 26.00000 1.641098 111.81834                            yes  yes
## 978      Male 21.18035 1.773766  89.28282                            yes  yes
## 826    Female 37.45575 1.508908  63.18385                            yes  yes
## 886    Female 18.87192 1.755254  80.00000                            yes  yes
## 2009   Female 25.99994 1.627483 104.88199                            yes  yes
## 513    Female 22.03833 1.711467  51.96552                            yes  yes
## 1870   Female 26.00000 1.621245 111.26733                            yes  yes
## 1208     Male 39.58581 1.719153  86.46484                            yes  yes
## 940      Male 18.72104 1.775626  80.11349                            yes  yes
## 91     Female 25.00000 1.630000  93.00000                             no   no
## 10       Male 22.00000 1.720000  68.00000                            yes  yes
## 2039   Female 26.00000 1.608283 105.35969                            yes  yes
## 724    Female 18.28109 1.700000  50.00000                             no  yes
## 1529     Male 24.73942 1.757069 117.29823                            yes  yes
## 592      Male 19.55673 1.767563  56.30702                            yes  yes
## 378      Male 18.00000 1.760000  68.00000                             no   no
## 1697     Male 23.74583 1.756772 117.32652                            yes  yes
## 2030   Female 20.43848 1.805803 153.14949                            yes  yes
## 1307   Female 40.99318 1.567756  79.49363                            yes  yes
## 464      Male 17.00000 1.800000  68.00000                            yes   no
## 1440   Female 40.65416 1.529060  79.76092                            yes  yes
## 125      Male 23.00000 1.760000  90.00000                             no  yes
## 372      Male 17.00000 1.620000  69.00000                            yes  yes
## 1893   Female 20.95108 1.708581 131.27485                            yes  yes
## 190    Female 33.00000 1.630000  62.00000                            yes  yes
## 2106   Female 21.28597 1.726920 131.33579                            yes  yes
## 1460     Male 22.33622 1.785718 105.05569                            yes  yes
## 870    Female 27.00000 1.550000  62.87735                             no  yes
## 201    Female 23.00000 1.630000  83.00000                            yes   no
## 1829   Female 26.00000 1.637725 111.20896                            yes  yes
## 1405     Male 22.73533 1.723921  94.74389                            yes  yes
## 489      Male 21.00000 1.880000  84.00000                            yes  yes
## 481    Female 18.00000 1.570000  50.00000                             no  yes
## 1353   Female 38.09875 1.598448  80.00000                            yes  yes
## 1826   Female 18.17788 1.821566 142.10247                            yes  yes
## 1069     Male 21.70916 1.658393  80.00000                            yes  yes
## 443      Male 26.00000 1.720000  65.00000                            yes  yes
## 1550.1   Male 23.45456 1.754218 117.38474                            yes  yes
## 827    Female 40.00000 1.561109  62.87179                            yes  yes
## 1636     Male 26.68435 1.819535 118.33269                            yes  yes
## 277      Male 16.00000 1.670000  50.00000                            yes  yes
## 624    Female 34.79952 1.689141  50.00000                            yes  yes
## 1584     Male 31.34684 1.823545 126.46094                            yes  yes
## 1467     Male 21.68264 1.818641 105.49698                            yes  yes
## 692      Male 18.00000 1.786758  51.52444                             no  yes
## 1551     Male 23.43223 1.754996 119.08756                            yes  yes
## 1058     Male 24.44485 1.718845  86.31989                            yes  yes
## 1766     Male 30.57535 1.825449 124.95278                            yes  yes
## 1700     Male 39.82559 1.706741 108.01260                            yes  yes
## 1357   Female 38.68379 1.501993  76.64294                            yes  yes
## 2100   Female 25.97445 1.628855 108.09001                            yes  yes
## 1554     Male 22.27697 1.849950 121.78648                            yes  yes
## 1563     Male 40.79406 1.735851 109.88933                            yes  yes
## 1516     Male 37.18679 1.704877 107.94747                            yes  yes
## 1131   Female 22.98985 1.650000  80.00000                            yes  yes
## 753      Male 21.14243 1.855353  86.41339                            yes  yes
## 419      Male 18.00000 1.700000  90.00000                             no  yes
## 834      Male 21.00000 1.620000  70.00000                             no  yes
## 1751     Male 28.37796 1.766946 113.23554                            yes  yes
## 571    Female 19.30044 1.739354  49.64961                             no  yes
## 421      Male 18.00000 1.850000  60.00000                            yes  yes
## 2056.1 Female 25.96295 1.623812 109.99674                            yes  yes
## 843      Male 19.22631 1.814255  85.25563                            yes  yes
## 1848   Female 25.93038 1.610086 102.38745                            yes  yes
## 169    Female 22.00000 1.730000  79.00000                            yes  yes
## 375      Male 18.00000 1.760000  70.00000                            yes  yes
## 463      Male 27.00000 1.720000  88.00000                            yes  yes
## 1642     Male 29.62009 1.787933 112.53637                            yes  yes
## 194      Male 20.00000 1.780000  68.00000                             no   no
## 1447     Male 21.79739 1.775584 103.60590                            yes  yes
## 1116     Male 18.00000 1.759721  86.08050                            yes  yes
## 1041     Male 33.08160 1.705617  83.01697                            yes  yes
## 1384   Female 23.09022 1.596586  80.72620                            yes  yes
## 2033   Female 26.00000 1.639524 111.94559                            yes  yes
## 1925   Female 21.70470 1.787614 137.85825                            yes  yes
## 1265   Female 37.63177 1.513202  75.41065                            yes  yes
## 1684     Male 21.65480 1.755938 116.31196                            yes  yes
## 1106     Male 22.67568 1.823765  96.94526                            yes  yes
## 1646     Male 25.03627 1.874519 121.24497                            yes  yes
## 826.1  Female 37.45575 1.508908  63.18385                            yes  yes
## 567      Male 19.32954 1.767335  55.70050                            yes  yes
## 1529.1   Male 24.73942 1.757069 117.29823                            yes  yes
## 1830.1 Female 25.90228 1.669701 104.58578                            yes  yes
## 1353.1 Female 38.09875 1.598448  80.00000                            yes  yes
## 703      Male 19.99315 1.762073  55.51107                            yes  yes
## 2036   Female 26.00000 1.621167 104.94770                            yes  yes
## 1126     Male 21.33343 1.716545  80.00581                            yes  yes
## 385    Female 18.00000 1.600000  60.00000                            yes  yes
## 389      Male 18.00000 1.780000 108.00000                            yes   no
## 1170     Male 23.15431 1.723072  82.33846                            yes  yes
## 1980   Female 25.42724 1.683502 104.75964                            yes  yes
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## 1039   Female 34.38968 1.691322  77.56160                            yes  yes
## 1247     Male 21.66948 1.750000  96.94025                            yes  yes
## 83       Male 23.00000 1.670000  85.50000                            yes  yes
## 719    Female 21.31091 1.720640  50.00000                            yes  yes
## 917    Female 38.95287 1.568441  62.85507                            yes  yes
## 2079   Female 21.13153 1.739457 150.37757                            yes  yes
## 919    Female 21.99612 1.730199  78.99706                            yes  yes
## 1203     Male 24.36212 1.716677  85.26134                            yes  yes
## 612    Female 22.20971 1.593847  44.05025                             no   no
## 1959   Female 26.00000 1.643167 111.89423                            yes  yes
## 348      Male 17.00000 1.800000  97.00000                            yes  yes
## 230.1    Male 32.00000 1.750000 120.00000                            yes   no
## 1045   Female 18.54944 1.545196  72.46786                            yes   no
## 77.1   Female 24.00000 1.600000  45.00000                            yes   no
## 591.1  Female 20.40005 1.529724  40.34346                             no  yes
## 2099   Female 25.99235 1.606474 104.95429                            yes  yes
## 156    Female 31.00000 1.680000  63.00000                            yes  yes
## 1326   Female 41.40386 1.567973  81.05685                            yes  yes
## 1687.1   Male 23.81280 1.767121 116.16435                            yes  yes
## 491.2    Male 24.00000 1.750000  84.00000                             no  yes
## 1496     Male 29.40983 1.801224 108.15619                            yes  yes
## 125.1    Male 23.00000 1.760000  90.00000                             no  yes
## 1359.1   Male 18.00000 1.792687 108.20455                            yes  yes
## 607      Male 18.00000 1.717826  51.73250                            yes  yes
## 810.1  Female 21.01254 1.615145  68.65335                            yes  yes
## 2104   Female 21.01685 1.724268 133.03352                            yes  yes
## 1222.1 Female 22.59658 1.650052  87.27255                            yes  yes
## 335.1  Female 18.00000 1.450000  53.00000                             no  yes
## 1891   Female 25.61723 1.628019 108.26592                            yes  yes
## 1375.2   Male 25.95536 1.830384 105.47931                            yes  yes
## 807      Male 22.42981 1.640370  70.00000                             no  yes
## 1193     Male 19.74963 1.680764  79.62146                            yes   no
## 1471     Male 18.00000 1.799779 108.93457                            yes  yes
## 180.2    Male 21.00000 1.620000  70.00000                             no  yes
## 1917   Female 26.00000 1.627880 104.92057                            yes  yes
## 830.1  Female 21.19822 1.743841  78.88036                            yes  yes
## 198      Male 41.00000 1.750000 118.00000                            yes  yes
## 1634     Male 30.47525 1.801368 121.09426                            yes  yes
## 1      Female 21.00000 1.620000  64.00000                            yes   no
## 114.1  Female 22.00000 1.500000  49.00000                            yes   no
## 160.1    Male 27.00000 1.640000  78.00000                            yes  yes
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 810.2  Female 21.01254 1.615145  68.65335                            yes  yes
## 159    Female 40.00000 1.550000  62.00000                            yes   no
## 566      Male 17.12070 1.809251  58.96899                            yes  yes
## 94     Female 20.00000 1.600000  57.00000                             no   no
## 1100   Female 19.82200 1.653431  75.09044                            yes   no
## 1957   Female 26.00000 1.654784 111.93315                            yes  yes
## 456.1    Male 18.00000 1.850000  66.00000                             no  yes
## 1651     Male 31.36347 1.869323 127.50741                            yes  yes
## 834.1    Male 21.00000 1.620000  70.00000                             no  yes
## 931    Female 21.00944 1.606810  67.77391                            yes  yes
## 1507     Male 21.35324 1.709731  95.03218                            yes  yes
## 734.1    Male 18.00000 1.707259  50.66446                            yes  yes
## 729      Male 17.88807 1.841879  60.00000                            yes  yes
## 2110   Female 24.36194 1.739450 133.34664                            yes  yes
## 1685     Male 22.82975 1.765137 116.66991                            yes  yes
## 1922   Female 25.91852 1.621231 104.98679                            yes  yes
## 1045.1 Female 18.54944 1.545196  72.46786                            yes   no
## 715    Female 19.34926 1.523370  42.00000                             no  yes
## 1368     Male 21.07736 1.702002  97.97160                            yes  yes
## 157.1  Female 35.00000 1.530000  45.00000                            yes   no
## 1263.1   Male 22.27786 1.947406 116.89311                            yes  yes
## 115    Female 19.00000 1.610000  62.00000                            yes  yes
## 1762.1   Male 31.56724 1.753327 118.26569                            yes  yes
## 840      Male 19.78929 1.820643  85.00000                            yes  yes
## 1722     Male 40.56451 1.748015 109.75874                            yes  yes
## 852.2  Female 21.01257 1.758628  78.37004                            yes  yes
## 1797     Male 20.91437 1.644751 101.06799                            yes  yes
## 1569.2   Male 30.61044 1.783914 120.54959                            yes  yes
## 343      Male 23.00000 1.740000 105.00000                            yes  yes
## 579.2  Female 19.00000 1.530875  42.00000                             no   no
## 878    Female 18.00000 1.647971  68.81889                            yes  yes
## 1155     Male 22.88256 1.793451  89.90926                            yes  yes
## 146.1    Male 21.00000 1.620000  70.00000                             no  yes
## 1904   Female 19.13750 1.716521 127.64232                            yes  yes
## 1640     Male 26.05011 1.773115 115.08932                            yes  yes
## 1600     Male 20.18445 1.701284 104.57825                            yes  yes
## 1604     Male 24.24403 1.622297  99.98254                            yes  yes
## 836    Female 29.32038 1.642506  69.90671                            yes  yes
## 655.2  Female 22.32904 1.598393  44.91826                             no   no
## 1469     Male 18.00000 1.811189 108.80096                            yes  yes
## 1290     Male 23.00000 1.654961  94.79058                            yes  yes
## 839      Male 26.00000 1.745033  80.00000                            yes  yes
## 1332     Male 17.05291 1.710616  99.86025                            yes  yes
## 1605     Male 24.52188 1.623278  97.58296                            yes  yes
## 810.3  Female 21.01254 1.615145  68.65335                            yes  yes
## 736      Male 18.00000 1.739344  50.95144                            yes  yes
## 985      Male 21.40342 1.716308  80.00000                            yes  yes
## 1646.1   Male 25.03627 1.874519 121.24497                            yes  yes
## 1826.2 Female 18.17788 1.821566 142.10247                            yes  yes
## 95     Female 24.00000 1.600000  48.00000                             no  yes
## 1636.2   Male 26.68435 1.819535 118.33269                            yes  yes
## 1985   Female 20.78175 1.734092 125.11763                            yes  yes
## 1200     Male 32.24159 1.757961  87.90602                            yes  yes
## 330    Female 19.00000 1.650000  82.00000                            yes  yes
## 328      Male 23.00000 1.720000  76.00000                            yes   no
## 498      Male 20.00000 1.560000  45.00000                             no   no
## 791      Male 19.07644 1.620000  69.52962                             no  yes
## 778.1  Female 29.08107 1.674568  71.60262                            yes  yes
## 662.2  Female 20.24436 1.559186  41.95280                             no  yes
## 1320     Male 35.32211 1.780000 102.26596                            yes  yes
## 1047     Male 23.32012 1.705813  82.01196                            yes  yes
## 158      Male 21.00000 1.670000  60.00000                            yes  yes
## 626      Male 18.00000 1.788459  51.55259                             no  yes
## 1159     Male 55.02249 1.673394  80.40031                            yes  yes
## 779.1    Male 26.35892 1.755317  82.22879                            yes  yes
## 1532     Male 23.26006 1.849003 121.41474                            yes  yes
## 426.1  Female 19.00000 1.610000  53.80000                            yes  yes
## 1433   Female 22.53893 1.603963  82.01264                            yes  yes
## 1055     Male 30.55310 1.780448  88.43195                            yes  yes
## 1394     Male 23.09635 1.728183  97.95990                            yes  yes
## 531    Female 19.72411 1.734832  50.00000                             no   no
## 1119   Female 18.19832 1.543338  71.79998                            yes   no
## 1130.1   Male 21.12305 1.717037  80.00000                            yes  yes
## 1997.1 Female 21.02221 1.739950 135.69338                            yes  yes
## 66     Female 21.00000 1.620000  69.00000                            yes  yes
## 2101   Female 25.77756 1.628205 107.37870                            yes  yes
## 513.1  Female 22.03833 1.711467  51.96552                            yes  yes
## 304.1  Female 16.00000 1.570000  49.00000                             no  yes
## 638      Male 18.00000 1.845399  60.00000                            yes  yes
## 480    Female 17.00000 1.580000  50.00000                             no  yes
## 534      Male 23.00000 1.835643  58.85442                            yes  yes
## 1111     Male 24.65760 1.708800  83.52011                            yes  yes
## 1573     Male 28.82528 1.815347 120.39976                            yes  yes
## 2002.1 Female 20.92496 1.752531 133.61871                            yes  yes
## 452      Male 19.00000 1.700000  65.00000                            yes   no
## 856      Male 21.00000 1.676014  75.00000                            yes  yes
## 1065.2   Male 22.08739 1.786238  89.80249                            yes  yes
## 34.1     Male 39.00000 1.790000  90.00000                             no   no
## 693      Male 18.00000 1.767058  51.13281                            yes  yes
## 827.1  Female 40.00000 1.561109  62.87179                            yes  yes
## 1961.1 Female 25.95090 1.649867 104.79103                            yes  yes
## 711    Female 19.73597 1.699956  49.98297                             no  yes
## 1080.1   Male 24.75151 1.735343  83.33772                            yes  yes
## 349.1    Male 18.00000 1.820000  80.00000                            yes  yes
## 2002.2 Female 20.92496 1.752531 133.61871                            yes  yes
## 1150     Male 17.68906 1.713599  83.28575                            yes  yes
## 1838   Female 20.94194 1.812963 138.73062                            yes  yes
## 1733     Male 31.57139 1.767485 120.15805                            yes  yes
## 798      Male 18.02646 1.752123  80.00000                            yes  yes
## 1754.1   Male 27.63503 1.806227 120.42357                            yes  yes
## 494      Male 20.00000 1.800000  65.00000                             no  yes
## 1638.1   Male 33.17415 1.750150 118.29958                            yes  yes
## 733.2    Male 17.36213 1.806710  59.24351                            yes  yes
## 293      Male 21.00000 1.700000  65.00000                            yes  yes
## 1975   Female 18.13782 1.819728 151.27853                            yes  yes
## 1136   Female 21.95994 1.483284  62.89428                            yes   no
## 1162     Male 18.18182 1.662669  79.86355                            yes   no
## 330.1  Female 19.00000 1.650000  82.00000                            yes  yes
## 318      Male 18.00000 1.750000  70.00000                             no  yes
## 1150.1   Male 17.68906 1.713599  83.28575                            yes  yes
## 1711     Male 23.36031 1.610647 100.64226                            yes  yes
## 1600.1   Male 20.18445 1.701284 104.57825                            yes  yes
## 1354.2   Male 19.03403 1.703098  98.29665                            yes  yes
## 362    Female 40.00000 1.560000  80.00000                            yes  yes
## 1383   Female 26.22007 1.560258  78.43590                            yes  yes
## 277.1    Male 16.00000 1.670000  50.00000                            yes  yes
## 1861   Female 25.29197 1.684768 104.82117                            yes  yes
## 1814   Female 21.01245 1.747773 127.90284                            yes  yes
## 1211     Male 26.04274 1.837117 105.71222                            yes  yes
## 776      Male 18.12821 1.778447  80.27381                            yes  yes
## 2016.1 Female 25.92168 1.611452 102.36315                            yes  yes
## 1878   Female 21.34402 1.746516 144.30226                            yes  yes
## 1782.1   Male 33.72245 1.712905 103.27609                            yes  yes
## 1064   Female 45.00000 1.675953  79.66832                            yes  yes
## 2106.1 Female 21.28597 1.726920 131.33579                            yes  yes
## 996      Male 22.86978 1.795311  89.86878                            yes  yes
## 1614     Male 31.78384 1.750000 120.00000                            yes  yes
## 1732     Male 30.55496 1.779136 120.60094                            yes  yes
## 949.1  Female 31.62638 1.666023  72.90619                            yes  yes
## 834.2    Male 21.00000 1.620000  70.00000                             no  yes
## 1562     Male 31.19446 1.726279 110.71471                            yes  yes
## 1947.1 Female 23.69484 1.637524 113.90506                            yes  yes
## 1290.1   Male 23.00000 1.654961  94.79058                            yes  yes
## 1924.1 Female 18.74491 1.801983 138.03453                            yes  yes
## 1052.1   Male 21.02766 1.726774  82.85375                            yes  yes
## 1201     Male 31.66281 1.848965  98.91226                            yes  yes
## 1425.2   Male 36.67933 1.780725  98.79017                            yes  yes
## 1914   Female 26.00000 1.631547 111.58862                            yes  yes
## 1186     Male 33.07014 1.709428  83.01403                            yes  yes
## 295      Male 18.00000 1.860000 110.00000                            yes  yes
## 1004   Female 28.83056 1.700000  78.00000                            yes  yes
## 193      Male 20.00000 1.830000  85.00000                            yes   no
## 1893.1 Female 20.95108 1.708581 131.27485                            yes  yes
## 58.1     Male 21.00000 1.640000  65.00000                            yes   no
## 46     Female 21.00000 1.530000  65.00000                            yes   no
## 1308     Male 22.93610 1.702825  93.63832                            yes  yes
## 1540     Male 30.71051 1.914186 129.85253                            yes  yes
## 2036.1 Female 26.00000 1.621167 104.94770                            yes  yes
## 1239   Female 22.06146 1.600000  82.04032                            yes  yes
## 1178   Female 19.95526 1.589100  72.71361                            yes   no
## 1948.1 Female 20.60122 1.738717 128.11416                            yes  yes
## 577    Female 19.50470 1.590317  42.36762                             no   no
## 1917.1 Female 26.00000 1.627880 104.92057                            yes  yes
## 1869.1 Female 26.00000 1.638836 110.97048                            yes  yes
## 1436   Female 22.89974 1.661715  82.59579                            yes  yes
## 995      Male 22.05215 1.792527  89.99442                            yes  yes
## 1445   Female 23.65244 1.562724  80.53570                            yes  yes
## 908    Female 18.84552 1.753471  80.00000                            yes  yes
## 1817   Female 24.26594 1.719365 114.51154                            yes  yes
## 1561     Male 25.30021 1.765258 114.33002                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 78     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 359    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1550   1.617093 3.000000  Sometimes    no 2.000000  no 1.818052 0.631825
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 771    2.000000 3.691226         no    no 3.000000  no 1.228136 0.335200
## 681    2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 74     2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 363    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 294    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 918    2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 549    2.205439 3.000000  Sometimes    no 1.530531  no 2.000000 1.000000
## 582    2.592247 3.304123  Sometimes    no 2.036764  no 2.038653 1.119877
## 629    2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 373    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 2051   3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 1830   3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 1520   2.183540 3.000000  Sometimes    no 2.277937  no 0.681830 0.000000
## 1072   2.493448 3.000000  Sometimes    no 1.849997  no 0.954459 1.444532
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1180   2.535315 3.000000  Sometimes    no 1.146595  no 0.313810 0.000000
## 1355   2.000000 3.000000  Sometimes    no 2.000000  no 1.732090 0.048617
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1210   3.000000 3.000000  Sometimes    no 2.045069  no 1.725931 1.619596
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 876    1.314150 1.068196  Sometimes    no 1.364957 yes 0.000000 0.057926
## 2045   3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 298    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1928   3.000000 3.000000  Sometimes    no 2.770732  no 0.000000 0.125235
## 618    3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 761    2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 1143   2.000000 2.395785  Sometimes    no 1.400770  no 0.788659 1.544357
## 2056   3.000000 3.000000  Sometimes    no 2.395387  no 0.000272 0.461532
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 432    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 2054   3.000000 3.000000  Sometimes    no 1.651462  no 1.655993 0.939982
## 572    3.000000 3.566082  Sometimes    no 1.438398  no 2.000000 1.000000
## 1386   2.522183 1.326982  Sometimes    no 1.872673  no 1.048507 0.000000
## 881    2.838037 2.737571  Sometimes    no 1.144467 yes 0.753782 1.286844
## 1851   3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 691    2.214980 2.641550  Sometimes    no 2.121251  no 0.998391 0.858820
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1329   2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 1061   2.689929 1.835543  Sometimes    no 1.718569  no 0.674348 0.707246
## 1691   3.000000 3.000000  Sometimes    no 3.000000  no 1.467863 0.343635
## 1354   2.000000 2.391753  Sometimes    no 2.000000  no 0.000000 1.119877
## 162    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1799   2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 977    2.706134 2.669766  Sometimes    no 1.979848 yes 0.445238 0.908836
## 111    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 542    2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 181    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 338    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 2.000000
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 105    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1372   2.000000 3.000000  Sometimes    no 2.793505  no 2.219390 0.202902
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 574    1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 1903   3.000000 3.000000  Sometimes    no 1.241378  no 0.259427 0.852362
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 240    3.000000 3.000000         no    no 3.000000 yes 3.000000 1.000000
## 1710   2.766441 1.240424  Sometimes    no 1.413218  no 0.165269 0.862587
## 1143.1 2.000000 2.395785  Sometimes    no 1.400770  no 0.788659 1.544357
## 723    1.567101 3.000000  Sometimes    no 1.994139  no 0.107981 1.000000
## 578    2.725282 1.259803 Frequently    no 1.000000  no 1.374670 0.000000
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1805   3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 733    2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 756.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 505    3.000000 3.000000  Sometimes    no 2.444125  no 0.000000 0.265790
## 569    2.971574 3.592415 Frequently    no 2.894678  no 2.000000 1.009632
## 1330   2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 937    2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 34     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1065.1 1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1169   2.000000 2.756622  Sometimes    no 1.606076  no 0.432973 1.749586
## 744    2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1724   2.576490 2.187145  Sometimes    no 1.381070  no 1.928275 0.413663
## 1675   2.772027 2.454432  Sometimes    no 1.000000  no 0.858554 0.051268
## 1628   2.281963 3.770379  Sometimes    no 1.000000  no 1.330519 0.000000
## 157    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 898    2.872121 3.051804  Sometimes    no 2.111913  no 0.843709 0.153559
## 889    2.000000 3.000000  Sometimes    no 2.813234  no 0.228753 2.000000
## 338.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 2.000000
## 818    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1879   3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 896    2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 2053   3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 796    3.000000 3.000000  Sometimes    no 1.174611  no 2.000000 0.000000
## 1764   2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 1843   3.000000 3.000000  Sometimes    no 2.550570  no 0.000000 0.204820
## 978    2.010684 1.322087  Sometimes    no 2.000000  no 0.540397 0.973834
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 886    2.000000 1.095223  Sometimes    no 2.474132  no 2.876696 0.793900
## 2009   3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1208   2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 940    1.687569 2.756405  Sometimes    no 2.079131  no 2.931527 0.681730
## 91     3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 10     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 724    1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 592    2.362918 4.000000  Sometimes    no 2.358172  no 2.000000 0.939819
## 378    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1697   1.537505 3.000000  Sometimes    no 2.000000  no 1.631912 0.631422
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 1307   2.000000 3.000000  Sometimes    no 2.952506  no 0.000000 0.000000
## 464    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1440   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 125    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 372    3.000000 1.000000     Always    no 2.000000 yes 1.000000 2.000000
## 1893   3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2106   3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 1460   2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 870    2.244142 1.704828  Sometimes    no 1.000000  no 0.792929 0.395468
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 1829   3.000000 3.000000  Sometimes    no 2.709140  no 0.000000 0.110518
## 1405   2.000000 3.000000  Sometimes    no 2.183149  no 1.932386 0.212767
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 481    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 1826   3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 1069   2.000000 3.000000  Sometimes    no 2.000000  no 2.939733 1.692287
## 443    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1550.1 1.617093 3.000000  Sometimes    no 2.000000  no 1.818052 0.631825
## 827    2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 277    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 624    2.652779 3.804944 Frequently    no 1.601140  no 0.174692 0.096982
## 1584   2.938801 3.000000  Sometimes   yes 1.478994  no 0.946763 1.360463
## 1467   2.078082 3.000000  Sometimes    no 2.895614  no 0.062750 0.261793
## 692    2.915480 3.000000  Sometimes    no 1.777486  no 1.077469 1.000000
## 1551   1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 1766   2.016950 3.000000  Sometimes    no 1.834120  no 0.797209 0.185499
## 1700   2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 1357   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2100   3.000000 3.000000  Sometimes    no 1.757105  no 0.085119 0.465444
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1563   2.305349 3.169089  Sometimes    no 1.021610  no 0.908981 0.000000
## 1516   2.549782 3.985442  Sometimes    no 1.000000  no 1.976582 0.000000
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 753    2.000000 3.000000  Sometimes    no 1.345298  no 1.097905 1.000000
## 419    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 834    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1751   2.314175 3.000000  Sometimes    no 2.151809  no 0.000000 1.578517
## 571    3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 2056.1 3.000000 3.000000  Sometimes    no 2.395387  no 0.000272 0.461532
## 843    2.971351 3.390143  Sometimes    no 2.133767  no 2.318492 0.678618
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 169    2.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 375    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 463    2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 1642   2.008245 3.000000  Sometimes    no 2.040137  no 0.000000 0.474216
## 194    2.000000 1.000000 Frequently    no 3.000000 yes 2.000000 1.000000
## 1447   2.121909 3.000000  Sometimes    no 2.500556  no 1.207580 0.000000
## 1116   2.882522 3.000000  Sometimes    no 2.452986  no 1.000000 0.746651
## 1041   2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1384   1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 2033   3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 1925   3.000000 3.000000  Sometimes    no 2.531456  no 1.980738 0.835771
## 1265   2.000000 2.582591  Sometimes    no 1.535134  no 1.884520 0.000000
## 1684   1.800122 3.000000  Sometimes    no 2.000000  no 1.689525 0.764452
## 1106   1.588782 2.601675  Sometimes    no 2.469469  no 1.736538 1.886855
## 1646   2.630137 3.000000  Sometimes    no 2.960088  no 1.356468 0.000000
## 826.1  2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 567    2.000000 4.000000  Sometimes    no 2.157395  no 2.000000 1.679149
## 1529.1 1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 1830.1 3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 1353.1 2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 703    2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 2036   3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1126   2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 385    3.000000 1.000000  Sometimes    no 1.000000 yes 0.000000 2.000000
## 389    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1170   2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 1980   3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 148    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 356    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 591    2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 75     2.000000 3.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 1472   2.805512 2.880817  Sometimes    no 1.001307  no 0.000000 1.376597
## 37     2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 166    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 0.000000
## 144    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 757    3.000000 1.146052  Sometimes    no 1.074048  no 0.679935 0.000000
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 44     2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 1.000000
## 1029   2.595128 1.619796  Sometimes    no 1.642251  no 0.662831 0.999268
## 1291   2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 1080   2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 811    1.452524 3.950553         no    no 2.109858  no 0.508847 1.194633
## 1017   2.821977 2.044035  Sometimes    no 1.954968  no 1.000000 0.854536
## 455    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1403   2.000000 2.994046  Sometimes    no 1.603549  no 1.335857 0.000000
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 2037   3.000000 3.000000  Sometimes    no 2.419153  no 0.019404 0.597626
## 1522.1 2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 779    1.943130 3.559841  Sometimes    no 2.367996  no 0.235530 0.879977
## 272    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1415   2.000000 3.000000  Sometimes    no 1.440629  no 0.000000 0.000000
## 1675.1 2.772027 2.454432  Sometimes    no 1.000000  no 0.858554 0.051268
## 809    2.000000 3.000000  Sometimes    no 1.957871  no 0.994592 0.117303
## 730    2.342220 3.937099  Sometimes    no 2.311791  no 2.013377 1.128355
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 315    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 2078   3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 308    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1371   2.921576 3.000000  Sometimes    no 1.003636  no 1.000227 0.905596
## 1639   2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1836   3.000000 3.000000  Sometimes    no 1.485736  no 1.950374 0.869238
## 1513   2.000000 3.000000  Sometimes    no 2.151570  no 1.605983 0.000000
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 332    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1429.1 2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 1874   3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 340    2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 763    2.000000 1.000000         no    no 2.803311  no 0.245354 0.000000
## 1554.1 3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1869   3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1965   3.000000 3.000000  Sometimes    no 1.837184  no 1.525165 0.926443
## 1585   2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 1209   2.076689 3.000000  Sometimes    no 1.026729  no 0.647798 0.000000
## 1664   2.958410 2.434347  Sometimes    no 1.000000  no 1.930033 0.754023
## 703.1  2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 950    3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 571.1  3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 2003   3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 724.1  1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 994    2.512719 3.000000  Sometimes    no 1.131169  no 0.095389 1.000000
## 1776   2.136830 2.993084  Sometimes    no 1.885926  no 0.615298 0.000000
## 765    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1748   1.947495 3.000000  Sometimes    no 2.042073  no 0.000000 0.618087
## 1228   3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 1949   3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 303    3.000000 3.000000     Always    no 3.000000  no 3.000000 2.000000
## 386    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 695    2.580872 3.887906  Sometimes    no 2.000000  no 2.000000 0.453649
## 230    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 1660   3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 1354.1 2.000000 2.391753  Sometimes    no 2.000000  no 0.000000 1.119877
## 1420   2.949242 1.782109  Sometimes    no 2.210997  no 1.992719 0.000000
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 1654   2.233720 2.993634  Sometimes    no 2.028368  no 0.863158 0.449886
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 1117   2.000000 3.000000  Sometimes    no 1.622638  no 0.033745 0.105895
## 45     1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 880    2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 1188   2.000000 1.009426  Sometimes    no 2.136398  no 1.060349 0.000000
## 800    2.000000 1.146794  Sometimes    no 3.000000  no 1.809745 1.690102
## 902    2.047069 3.829101  Sometimes    no 1.641022  no 1.554817 0.248218
## 500.1  3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 822    2.291846 1.555557  Sometimes    no 1.000000  no 0.000000 0.388271
## 383    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 350    2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 2088   3.000000 3.000000  Sometimes    no 2.550672  no 0.000000 0.224655
## 168    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 264    2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1589   1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 1851.1 3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 1925.1 3.000000 3.000000  Sometimes    no 2.531456  no 1.980738 0.835771
## 1040   2.000000 3.000000  Sometimes    no 3.000000  no 1.072318 0.651904
## 2109   3.000000 3.000000  Sometimes    no 2.054193  no 1.414209 0.646288
## 67     1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1842   3.000000 3.000000  Sometimes    no 2.617988  no 0.000000 0.156187
## 415    2.000000 1.000000     Always    no 2.000000  no 1.000000 2.000000
## 874    2.253371 3.000000  Sometimes    no 2.756916  no 1.016042 0.213437
## 426    2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 672    2.881300 3.087544 Frequently    no 1.248180  no 1.952427 0.427461
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 1705   2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 1156.1 2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1167   2.000000 1.477581  Sometimes    no 1.995035  no 0.324676 0.517430
## 1514   2.317734 3.000000  Sometimes    no 2.152736  no 0.000000 1.108145
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 2070   3.000000 3.000000  Sometimes    no 2.751370  no 0.324913 0.516764
## 1245   2.000000 1.000000  Sometimes    no 2.000000  no 0.827502 0.000000
## 1624   2.303041 3.000000  Sometimes    no 2.065817  no 0.000000 0.725222
## 1491   2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 579    2.844607 1.273128 Frequently    no 1.695510  no 0.260079 0.635867
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 1853   3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 260    1.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 1316   2.903545 1.508685  Sometimes    no 2.450069  no 1.454730 0.000000
## 2051.1 3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 655    2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 292    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1980.1 3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 1330.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 823    1.906194 3.987707  Sometimes    no 2.597746  no 1.922234 1.376124
## 324    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 575    1.270448 3.731212 Frequently    no 1.876915  no 2.000000 1.000000
## 1950   3.000000 3.000000  Sometimes    no 2.365188  no 1.256115 0.760091
## 1569   2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 199    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 872    2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 1392   2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 1409   2.607747 1.000414  Sometimes    no 3.000000  no 1.269169 1.460564
## 761.1  2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 1699   2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 427    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1130   2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 96.1   3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 149    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 278    2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 874.1  2.253371 3.000000  Sometimes    no 2.756916  no 1.016042 0.213437
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 857    2.000000 3.000000  Sometimes    no 2.000000  no 1.722053 0.000000
## 971    2.153639 3.715148  Sometimes    no 2.703337  no 2.000000 0.226097
## 1551.1 1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 109    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 712    1.052699 3.998618 Frequently    no 1.000000  no 2.000000 1.000000
## 1139   2.303656 3.000000  Sometimes    no 1.163111  no 1.926381 1.119877
## 1820   3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1860   3.000000 3.000000  Sometimes    no 2.209790  no 0.114698 0.604422
## 613    2.204914 2.127797 Frequently    no 2.120292  no 0.995735 0.000000
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 93     3.000000 4.000000 Frequently    no 3.000000 yes 3.000000 0.000000
## 2088.1 3.000000 3.000000  Sometimes    no 2.550672  no 0.000000 0.224655
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 1963   3.000000 3.000000  Sometimes    no 2.569713  no 0.000000 0.396972
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 1054   3.000000 3.000000  Sometimes    no 2.000000  no 1.271667 0.155278
## 1342.1 2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1216   2.909853 1.000000  Sometimes    no 2.000000  no 1.308852 0.000000
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 1536   1.868212 3.000000  Sometimes    no 2.023328  no 0.000000 0.613992
## 1926   3.000000 3.000000  Sometimes    no 2.226081  no 1.881761 0.933964
## 1365   1.897796 3.000000  Sometimes    no 1.193039  no 0.011519 0.000000
## 388    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 705    2.627031 3.832911  Sometimes    no 2.993448  no 2.000000 1.425903
## 1664.1 2.958410 2.434347  Sometimes    no 1.000000  no 1.930033 0.754023
## 1857.1 3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 1799.1 2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 1531   2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 1375   3.000000 3.000000  Sometimes    no 2.480277  no 1.796779 1.596562
## 242    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1129   2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 456    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 765.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 1947   3.000000 3.000000  Sometimes    no 2.495961  no 0.189831 0.652289
## 251    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 890    2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1510   1.261288 2.930044  Sometimes    no 1.166655  no 0.133398 0.951740
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1052   2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 391    2.000000 3.000000     Always    no 3.000000  no 0.000000 2.000000
## 1818   3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 1699.1 2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 1900   3.000000 3.000000  Sometimes    no 2.956548  no 0.000000 0.010056
## 1107   2.000000 1.171027  Sometimes    no 2.405172  no 2.300282 0.000000
## 432.1  2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1737   2.244654 3.000000  Sometimes    no 2.795752  no 0.839481 0.000000
## 286    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 146    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1072.1 2.493448 3.000000  Sometimes    no 1.849997  no 0.954459 1.444532
## 713    2.910345 3.000000 Frequently    no 1.000000 yes 1.461005 0.000000
## 1578   2.443538 3.000000  Sometimes    no 2.939492  no 1.208142 0.738935
## 1476   2.685484 3.000000  Sometimes    no 2.649459  no 1.000000 0.000000
## 1217   2.490507 2.974204  Sometimes    no 1.846754  no 0.000000 0.000000
## 1937   3.000000 3.000000  Sometimes    no 1.910390  no 0.217455 0.775820
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 85     2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 785    1.753750 1.296156  Sometimes    no 2.000000 yes 0.110174 1.944675
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 561    2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 935    2.342323 3.608850  Sometimes    no 2.878866  no 2.000000 0.208323
## 506    3.000000 3.000000  Sometimes    no 2.654702  no 0.000000 0.555468
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 1151   2.008656 1.402771  Sometimes    no 3.000000  no 0.112383 0.328030
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 444    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 453    3.000000 3.000000         no    no 2.000000  no 2.000000 1.000000
## 1109   3.000000 3.362758  Sometimes    no 2.000000  no 2.892922 1.000000
## 510    2.450218 3.995147  Sometimes    no 2.147746  no 2.000000 0.589980
## 1569.1 2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 837    2.615788 3.000000  Sometimes    no 1.771781  no 0.759422 0.686529
## 1755   2.347942 3.000000  Sometimes    no 2.730663  no 0.689371 0.188693
## 662    2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 148.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 50     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1125   2.000000 3.000000  Sometimes    no 2.000000  no 2.847761 1.413375
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 838    3.000000 1.000000  Sometimes    no 2.000000  no 2.315983 0.000000
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 1098   2.976975 1.346987  Sometimes    no 1.868349  no 0.702538 0.879333
## 1584.1 2.938801 3.000000  Sometimes   yes 1.478994  no 0.946763 1.360463
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2051.2 3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 1851.2 3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 1347   2.864776 3.000000  Sometimes    no 1.876915  no 0.631565 0.186414
## 1070   2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 860    2.620963 3.000000  Sometimes    no 2.824559  no 0.754599 2.000000
## 1997   3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1410   2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 130    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1801   3.000000 3.000000  Sometimes    no 1.197667  no 0.000000 0.534769
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 687    2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 30     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 963    2.908757 2.696051  Sometimes    no 1.622827 yes 0.539952 0.001096
## 2017   3.000000 3.000000  Sometimes    no 1.000536  no 0.005939 0.566353
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 2064   3.000000 3.000000  Sometimes    no 1.674061  no 1.683497 0.780199
## 1407   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 225    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 687.1  2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 598    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 1403.1 2.000000 2.994046  Sometimes    no 1.603549  no 1.335857 0.000000
## 1426   2.000000 3.000000  Sometimes    no 2.530301  no 2.891180 1.287117
## 1659   2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 506.1  3.000000 3.000000  Sometimes    no 2.654702  no 0.000000 0.555468
## 312    2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 2009.1 3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 422    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 765.2  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1387   2.186322 2.900915  Sometimes    no 2.471033  no 0.256113 0.000000
## 358    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1962   3.000000 3.000000  Sometimes    no 2.678779  no 0.000000 0.508848
## 1794   2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 1298   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1894   3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1056   2.000000 3.000000  Sometimes    no 1.117464  no 1.000000 0.663649
## 863    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.018877
## 672.1  2.881300 3.087544 Frequently    no 1.248180  no 1.952427 0.427461
## 973    2.000000 1.893811  Sometimes    no 3.000000  no 1.376229 1.801322
## 1027   2.033745 3.000000  Sometimes    no 1.517225  no 0.000000 1.517897
## 522    3.000000 1.894384  Sometimes    no 2.456581 yes 1.596576 0.997400
## 972    2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 1377   2.927110 3.000000  Sometimes    no 2.151496  no 1.166064 1.509831
## 1067   2.000000 1.005391  Sometimes    no 2.001936  no 1.000000 0.000000
## 238    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 944    1.989905 3.054899  Sometimes    no 2.080968  no 1.107543 0.939726
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 1549   2.964319 3.000000  Sometimes    no 2.377257  no 0.614959 1.875023
## 1222   2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 652    3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 1516.1 2.549782 3.985442  Sometimes    no 1.000000  no 1.976582 0.000000
## 114    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 436    2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1093   2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 730.1  2.342220 3.937099  Sometimes    no 2.311791  no 2.013377 1.128355
## 402    2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 602    3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 1577   2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 606    3.000000 1.000000 Frequently    no 1.848703  no 0.000000 0.744555
## 1299   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1493   2.000000 2.655265  Sometimes    no 2.297896  no 1.000000 0.552665
## 1701   2.541785 2.902639  Sometimes    no 1.000000  no 1.668961 0.000000
## 906    2.146598 3.000000  Sometimes    no 2.100112  no 1.171160 0.833761
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 618.1  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 369    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1587   2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 910    2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 1676   2.499626 3.000000  Sometimes   yes 1.125338  no 0.945220 1.022505
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 1570   2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 968    2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 1741   2.145114 2.888193  Sometimes    no 2.038128  no 0.852344 0.000000
## 810    1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 602.1  3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 770.1  2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 850.1  2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 2077   3.000000 3.000000  Sometimes    no 2.562002  no 1.976427 0.740331
## 1330.2 2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 662.1  2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 1592   2.668949 1.134321  Sometimes    no 1.279443  no 0.112430 1.135503
## 1082   2.061384 2.579291  Sometimes    no 1.909253  no 1.000000 0.962468
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1038   2.650629 1.000000  Sometimes    no 1.708083  no 1.876051 0.938791
## 1800   3.000000 3.000000  Sometimes    no 1.023328  no 0.050930 1.000000
## 464.1  2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1952   3.000000 3.000000  Sometimes    no 2.684819  no 1.465250 0.804491
## 974    2.000000 1.010319  Sometimes    no 1.319437  no 0.000000 1.626456
## 1713   2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 1968   3.000000 3.000000  Sometimes    no 1.067716  no 0.030541 1.000000
## 1384.1 1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 630    2.478891 3.371832 Frequently    no 2.004126  no 2.000000 0.327376
## 1359   2.000000 2.478794  Sometimes    no 2.967064  no 1.000000 0.434600
## 2081   3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 1198.1 2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1364   2.274164 1.049534  Sometimes    no 1.358172  no 1.482411 0.000000
## 2095   3.000000 3.000000  Sometimes    no 2.768141  no 0.000000 0.094213
## 1384.2 1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 392.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 184    2.000000 1.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 1081   3.000000 3.000000  Sometimes    no 1.507638  no 1.824340 1.000000
## 977.1  2.706134 2.669766  Sometimes    no 1.979848 yes 0.445238 0.908836
## 1875   3.000000 3.000000  Sometimes    no 2.578038  no 0.165422 0.463196
## 914    1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 528    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1633   2.206119 3.000000  Sometimes    no 1.483856  no 1.113169 0.000000
## 439    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1307.1 2.000000 3.000000  Sometimes    no 2.952506  no 0.000000 0.000000
## 1068   2.795086 3.250467  Sometimes    no 1.367876  no 0.022958 0.000000
## 983    2.300408 3.071028  Sometimes    no 1.738959  no 0.090147 0.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 1708   2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 900    2.178889 3.563744  Sometimes    no 1.853991  no 0.997731 0.000000
## 967    1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 24     1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 493.1  3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1425.1 2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1777   2.499388 2.989791  Sometimes    no 1.959777  no 0.608100 0.646760
## 414    2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 1375.1 3.000000 3.000000  Sometimes    no 2.480277  no 1.796779 1.596562
## 503.1  3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 1369   2.000000 1.672751  Sometimes    no 2.000000  no 0.000000 1.946173
## 1818.1 3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 631    2.784464 4.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 615    2.927218 1.000000 Frequently    no 1.000000  no 0.000000 0.276592
## 1362   2.737149 3.000000  Sometimes    no 1.997195  no 1.352663 0.468483
## 2078.1 3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 1636.1 1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 204    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1877.1 3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 392.2  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 1429.2 2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 239    3.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 440    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 1621   3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 1577.1 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 47     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 799    2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 180    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 210    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1016   2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1297   2.533605 1.271624  Sometimes    no 1.893691  no 1.296535 0.000000
## 1338   1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 1438   2.736628 1.130751  Sometimes    no 1.385175  no 1.666965 0.000000
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 851    2.357496 3.376717  Sometimes    no 2.184843  no 1.358185 0.014885
## 962    2.000000 1.030416  Sometimes    no 2.118716  no 0.529259 0.000000
## 2064.1 3.000000 3.000000  Sometimes    no 1.674061  no 1.683497 0.780199
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 749    2.204914 3.623364  Sometimes    no 1.815293  no 0.989316 0.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 733.1  2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 1687   1.655684 3.000000  Sometimes    no 2.000000  no 0.976425 0.690082
## 820    2.303367 3.042774  Sometimes    no 1.277636  no 0.944982 0.366126
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 491    3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1404   2.000000 3.000000  Sometimes    no 2.133469  no 1.030199 1.082838
## 69     1.000000 3.000000         no   yes 2.000000 yes 0.000000 0.000000
## 285    1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 101    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1315   2.000000 2.966803  Sometimes    no 2.000000  no 0.000000 1.281541
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 542.1  2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 1510.1 1.261288 2.930044  Sometimes    no 1.166655  no 0.133398 0.951740
## 444.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1731.1 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 2071   3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 1336   2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 1853.1 3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 579.1  2.844607 1.273128 Frequently    no 1.695510  no 0.260079 0.635867
## 1950.1 3.000000 3.000000  Sometimes    no 2.365188  no 1.256115 0.760091
## 967.1  1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 1500   1.368978 3.000000  Sometimes    no 1.953152  no 0.104707 0.221830
## 1017.1 2.821977 2.044035  Sometimes    no 1.954968  no 1.000000 0.854536
## 1317   2.043359 2.209314  Sometimes    no 2.785804  no 1.259613 0.669616
## 1764.1 2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 943    2.000000 3.000000  Sometimes    no 1.281683  no 1.609801 0.000000
## 989    2.000000 2.994800  Sometimes    no 1.290979  no 0.875990 0.854050
## 1870.1 3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1149   2.784383 3.000000  Sometimes    no 2.165605  no 0.855973 0.839659
## 1826.1 3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 346    3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1303   2.061969 3.000000  Sometimes    no 1.229171  no 2.392047 1.256119
## 492    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 1.000000
## 1708.1 2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 73     2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 225.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 688    3.000000 3.642802 Frequently    no 1.995177  no 0.118271 0.065515
## 1325   1.557287 1.000000  Sometimes    no 2.371015  no 0.288032 2.000000
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1059   2.258795 3.530090  Sometimes    no 1.172186  no 0.678943 1.000000
## 1795.1 2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 1495   2.000000 1.709546  Sometimes    no 2.530157  no 1.000000 0.645400
## 335    2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 1324   2.274491 1.000000  Sometimes    no 2.269500  no 0.946461 1.731070
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 1643   2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 1366   2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1705.1 2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 670    2.530233 3.249340  Sometimes    no 2.387945  no 1.976341 1.672508
## 883    2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2089   3.000000 3.000000  Sometimes    no 2.584305  no 0.000000 0.232108
## 1497   2.465575 2.935381  Sometimes    no 2.480555  no 1.001830 1.670313
## 880.1  2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1572.1 2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 2010   3.000000 3.000000  Sometimes    no 1.322004  no 0.000000 0.539876
## 155    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 555    2.000000 2.000986  Sometimes    no 2.673835  no 0.992950 0.474836
## 1639.1 2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1329.1 2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 1851.3 3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 290    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 1491.1 2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 1312   2.467002 1.851088  Sometimes    no 2.104054  no 1.991565 0.000000
## 173    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 133    3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 349    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 58     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 630.1  2.478891 3.371832 Frequently    no 2.004126  no 2.000000 0.327376
## 1783   2.736647 2.015675  Sometimes    no 1.000000  no 1.977918 0.056351
## 980    2.000000 3.000000  Sometimes    no 2.000000  no 1.666390 1.443212
## 550    2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 184.1  2.000000 1.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 55.1   3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 527.1  3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1464   2.000000 3.000000  Sometimes    no 1.234943  no 0.008368 0.000000
## 1517   2.795086 2.129909  Sometimes    no 1.000000  no 1.989316 0.000000
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 126    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1582   2.821727 3.000000  Sometimes    no 2.173279  no 1.096556 0.232858
## 408    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 622    2.241606 3.000000 Frequently    no 1.846626  no 2.460238 0.814518
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1338.1 1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 336    1.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 584    2.929889 3.000000 Frequently    no 2.792074  no 0.630944 1.366355
## 2009.2 3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 1676.1 2.499626 3.000000  Sometimes   yes 1.125338  no 0.945220 1.022505
## 877    1.321028 1.000000  Sometimes    no 2.000000 yes 0.371452 0.965604
## 950.1  3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 799.1  2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 180.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 730.2  2.342220 3.937099  Sometimes    no 2.311791  no 2.013377 1.128355
## 31     1.000000 4.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 332.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 610    2.000000 3.494849  Sometimes    no 2.976672  no 1.949070 2.000000
## 1212   2.271306 3.000000  Sometimes    no 1.771198  no 2.000000 0.413752
## 1284.1 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1263   2.000000 3.000000  Sometimes    no 3.000000  no 0.975187 1.000000
## 814.1  3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 974.1  2.000000 1.010319  Sometimes    no 1.319437  no 0.000000 1.626456
## 1072.2 2.493448 3.000000  Sometimes    no 1.849997  no 0.954459 1.444532
## 1527   2.956297 3.000000  Sometimes   yes 1.275100  no 0.901924 1.875023
## 2065   3.000000 3.000000  Sometimes    no 1.678791  no 1.682490 0.818871
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 1579   2.744994 3.000000  Sometimes    no 2.478838  no 0.684487 0.677909
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 578.1  2.725282 1.259803 Frequently    no 1.000000  no 1.374670 0.000000
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 953    1.773265 2.118153  Sometimes    no 1.075239 yes 0.085388 1.915191
## 1713.1 2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 933    2.786008 3.000000  Sometimes    no 2.526193  no 0.925118 2.000000
## 1238   2.069267 1.476204  Sometimes    no 3.000000  no 2.052520 0.092736
## 1587.1 2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 2072   3.000000 3.000000  Sometimes    no 2.411582  no 0.985287 0.675076
## 1444   2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 1677   2.108638 3.000000  Sometimes   yes 1.014876  no 0.987521 0.047473
## 1511   2.765330 3.000000  Sometimes    no 1.048584  no 0.192559 0.720411
## 1010   2.067817 3.000000  Sometimes    no 1.082084  no 0.000000 1.922364
## 746.1  2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 655.1  2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 2      3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 237    1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 1837   3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 1325.1 1.557287 1.000000  Sometimes    no 2.371015  no 0.288032 2.000000
## 232    3.000000 1.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 871    3.000000 2.725012  Sometimes    no 1.622440  no 0.902661 0.000000
## 428    3.000000 3.000000         no    no 2.000000  no 3.000000 0.000000
## 692.1  2.915480 3.000000  Sometimes    no 1.777486  no 1.077469 1.000000
## 526    3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 19     3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 1747   2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1566.1 2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 1458   1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1040.1 2.000000 3.000000  Sometimes    no 3.000000  no 1.072318 0.651904
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 1220   2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 2051.3 3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 1782   2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 846    1.977298 3.554974         no    no 2.217957  no 0.978120 0.459759
## 1771   1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 491.1  3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 86     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1028   3.000000 2.679724  Sometimes    no 1.999737  no 1.747347 0.681773
## 778    2.000000 3.000000  Sometimes    no 1.701835  no 1.682271 0.000000
## 1505   2.319648 3.000000  Sometimes    no 1.107164  no 0.692123 0.304020
## 1768   1.412566 3.000000  Sometimes    no 2.002495  no 1.592795 0.001867
## 1638   2.218599 3.000000  Sometimes    no 2.104337  no 0.766007 0.262118
## 149.1  3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 417    3.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 756.2  2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 1708.2 2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 520    3.000000 3.000000  Sometimes    no 3.000000 yes 2.539762 1.283673
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 1407.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 972.1  2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 350.1  2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 1880.1 3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 427.1  2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1934   3.000000 3.000000  Sometimes    no 1.610472  no 0.029728 0.472343
## 978.1  2.010684 1.322087  Sometimes    no 2.000000  no 0.540397 0.973834
## 188    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 700    2.910733 3.125440  Sometimes    no 2.204263  no 2.407906 1.403037
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 1133   2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 160    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1317.1 2.043359 2.209314  Sometimes    no 2.785804  no 1.259613 0.669616
## 1887   3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 879    2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 1920   3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 446    2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1007   1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 1145.1 2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 869    2.539150 1.590982  Sometimes    no 1.977801  no 1.264616 0.000000
## 852.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 838.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.315983 0.000000
## 422.1  3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1078   2.000000 3.000000  Sometimes    no 2.137550  no 0.000000 0.124977
## 133.1  3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 1122   2.944287 1.466393  Sometimes    no 2.442775  no 0.675262 0.779334
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 73.1   2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 548    1.000000 3.240578  Sometimes    no 1.000000  no 2.000000 1.000000
## 1877.2 3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 1095.1 2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 385.1  3.000000 1.000000  Sometimes    no 1.000000 yes 0.000000 2.000000
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1924   3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 1860.1 3.000000 3.000000  Sometimes    no 2.209790  no 0.114698 0.604422
## 973.1  2.000000 1.893811  Sometimes    no 3.000000  no 1.376229 1.801322
## 1294   2.060922 2.933409  Sometimes    no 2.235282  no 0.380633 0.002600
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 1870.2 3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 2082   3.000000 3.000000  Sometimes    no 2.748569  no 1.427037 0.902825
## 1772   2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 1925.2 3.000000 3.000000  Sometimes    no 2.531456  no 1.980738 0.835771
## 794    2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 708    2.494451 3.565440  Sometimes    no 1.491268  no 1.951027 0.956204
## 1126.1 2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 953.1  1.773265 2.118153  Sometimes    no 1.075239 yes 0.085388 1.915191
## 1444.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 189    3.000000 1.000000         no    no 3.000000  no 3.000000 1.000000
## 907    2.000000 3.000000  Sometimes    no 1.362642  no 0.921268 0.139013
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 1336.1 2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 1039   3.000000 1.802305  Sometimes    no 2.000000  no 0.390877 0.000000
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 83     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 719    2.919584 3.697831 Frequently    no 1.147121  no 0.993058 0.089220
## 917    2.002796 3.000000  Sometimes    no 2.526775  no 0.271174 0.806069
## 2079   3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 919    2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 612    3.000000 2.993210 Frequently    no 2.702783  no 1.967234 0.000000
## 1959   3.000000 3.000000  Sometimes    no 2.720050  no 0.000000 0.127443
## 348    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 230.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 77.1   2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 591.1  2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 156    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1326   2.152264 2.977999  Sometimes    no 1.513199  no 0.000000 0.000000
## 1687.1 1.655684 3.000000  Sometimes    no 2.000000  no 0.976425 0.690082
## 491.2  3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1496   2.385502 2.883984  Sometimes    no 2.140544  no 1.144876 1.767468
## 125.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1359.1 2.000000 2.478794  Sometimes    no 2.967064  no 1.000000 0.434600
## 607    1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 810.1  1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 1222.1 2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 335.1  2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1375.2 3.000000 3.000000  Sometimes    no 2.480277  no 1.796779 1.596562
## 807    2.000000 1.000000         no    no 2.069184  no 0.729898 0.000000
## 1193   1.837460 3.000000  Sometimes    no 2.000000  no 1.194519 1.212762
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 180.2  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1917   3.000000 3.000000  Sometimes    no 2.588107  no 0.000000 0.465607
## 830.1  2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 198    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 114.1  2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 160.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 810.2  1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 159    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 566    2.524428 4.000000  Sometimes    no 2.000000  no 2.000000 0.038380
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 1957   3.000000 3.000000  Sometimes    no 2.770125  no 0.000000 0.088236
## 456.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1651   2.939727 3.000000  Sometimes   yes 1.344122  no 0.923428 1.432336
## 834.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 931    2.000000 3.156309         no    no 3.000000  no 1.179592 0.086868
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 734.1  1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 729    3.000000 3.732126  Sometimes    no 2.000000  no 2.000934 0.384662
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 1685   1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 1045.1 3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 715    2.913486 1.060796 Frequently    no 1.596212  no 0.108948 0.773087
## 1368   2.000000 1.663380  Sometimes    no 2.000000  no 0.000000 1.865851
## 157.1  3.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 1263.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.975187 1.000000
## 115    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1762.1 2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 840    3.000000 3.000000  Sometimes    no 2.759246  no 1.763277 0.453314
## 1722   2.310751 3.220181  Sometimes    no 1.006643  no 1.158040 0.000000
## 852.2  3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 1569.2 2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 343    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 579.2  2.844607 1.273128 Frequently    no 1.695510  no 0.260079 0.635867
## 878    2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 1155   1.899116 2.375026  Sometimes    no 1.398540  no 0.000000 1.365793
## 146.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1904   3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 1640   2.392179 3.000000  Sometimes    no 2.164670  no 1.079934 1.073026
## 1600   2.653721 1.265463  Sometimes    no 1.368457  no 0.218356 0.768071
## 1604   2.941929 3.989492  Sometimes    no 1.014135  no 1.958694 0.687342
## 836    2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 655.2  2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1290   2.000000 3.000000  Sometimes    no 1.490613  no 0.654316 1.000000
## 839    2.217267 1.193589  Sometimes    no 2.000000  no 2.000000 0.000000
## 1332   2.000000 3.000000  Sometimes    no 2.000000  no 0.067491 0.894105
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 810.3  1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 736    1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 985    2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 1646.1 2.630137 3.000000  Sometimes    no 2.960088  no 1.356468 0.000000
## 1826.2 3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 95     3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1636.2 1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 1985   3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 328    3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 498    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 791    2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 778.1  2.000000 3.000000  Sometimes    no 1.701835  no 1.682271 0.000000
## 662.2  2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 1047   2.784471 2.122545  Sometimes    no 2.984153  no 2.164472 0.203978
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1159   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 779.1  1.943130 3.559841  Sometimes    no 2.367996  no 0.235530 0.879977
## 1532   3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 426.1  2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 1055   2.000000 1.178708  Sometimes    no 1.791286  no 0.893362 0.276364
## 1394   2.000000 2.986172  Sometimes    no 2.364208  no 2.492402 1.632506
## 531    1.123939 4.000000 Frequently    no 1.000000  no 1.303976 0.371941
## 1119   3.000000 3.087119  Sometimes    no 2.000000  no 1.403872 1.000000
## 1130.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 1997.1 3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 66     1.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 513.1  2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 304.1  2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 638    3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 534    3.000000 3.000000  Sometimes    no 2.027984  no 1.661556 0.114716
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 1573   2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 2002.1 3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 452    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 1065.2 1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 34.1   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 827.1  2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 1961.1 3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 1080.1 2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 349.1  2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 2002.2 3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 1150   2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 1838   3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 1733   2.576910 3.000000  Sometimes    no 2.080187  no 1.042680 0.376683
## 798    2.000000 2.794156  Sometimes    no 2.377362  no 0.101236 0.105895
## 1754.1 2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 494    2.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 1638.1 2.218599 3.000000  Sometimes    no 2.104337  no 0.766007 0.262118
## 733.2  2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 293    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1975   3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 1136   2.000000 1.680838  Sometimes    no 1.833635  no 0.281876 0.575848
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 330.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1150.1 2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 1600.1 2.653721 1.265463  Sometimes    no 1.368457  no 0.218356 0.768071
## 1354.2 2.000000 2.391753  Sometimes    no 2.000000  no 0.000000 1.119877
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 277.1  2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1861   3.000000 3.000000  Sometimes    no 1.444379  no 0.224482 0.912187
## 1814   3.000000 3.000000  Sometimes    no 1.705218  no 0.390937 0.998646
## 1211   3.000000 3.000000  Sometimes    no 2.509147  no 2.000000 1.564796
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 2016.1 3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1878   3.000000 3.000000  Sometimes    no 2.366510  no 1.247505 0.723366
## 1782.1 2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 1064   2.598051 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2106.1 3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 996    1.572230 1.888067  Sometimes    no 2.000000  no 0.000000 0.552498
## 1614   2.941627 3.000000  Sometimes    no 2.318134  no 0.582686 1.588046
## 1732   2.671238 3.000000  Sometimes    no 2.145368  no 0.882709 0.593917
## 949.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 834.2  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 1947.1 3.000000 3.000000  Sometimes    no 2.495961  no 0.189831 0.652289
## 1290.1 2.000000 3.000000  Sometimes    no 1.490613  no 0.654316 1.000000
## 1924.1 3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 1052.1 2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 1201   2.399531 2.623079  Sometimes    no 2.535127  no 1.030752 0.606264
## 1425.2 2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1914   3.000000 3.000000  Sometimes    no 2.554007  no 0.000000 0.252635
## 1186   2.000000 1.044628  Sometimes    no 2.010510  no 2.805801 0.000000
## 295    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 2.000000
## 1004   3.000000 3.000000  Sometimes    no 1.699971  no 1.727114 1.000000
## 193    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 1893.1 3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 58.1   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 46     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1308   2.000000 3.000000  Sometimes    no 1.746197  no 0.455216 0.335158
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 2036.1 3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 1948.1 3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 1917.1 3.000000 3.000000  Sometimes    no 2.588107  no 0.000000 0.465607
## 1869.1 3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 1436   1.203754 1.355354  Sometimes    no 2.765593  no 0.128342 1.659476
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1445   2.000000 1.000000  Sometimes    no 2.000000  no 0.389717 0.000000
## 908    2.000000 1.391778  Sometimes    no 2.645480  no 2.685087 0.975540
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 1561   1.562804 3.000000  Sometimes    no 2.075493  no 1.553734 0.000436
##              CALC                MTRANS          NObeyesdad
## 78             no Public_Transportation Overweight_Level_II
## 140            no Public_Transportation       Normal_Weight
## 359    Frequently            Automobile     Obesity_Type_II
## 1550    Sometimes Public_Transportation     Obesity_Type_II
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 771     Sometimes Public_Transportation  Overweight_Level_I
## 681            no Public_Transportation Insufficient_Weight
## 74      Sometimes                  Bike       Normal_Weight
## 363     Sometimes            Automobile  Overweight_Level_I
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 294            no Public_Transportation       Normal_Weight
## 918     Sometimes            Automobile  Overweight_Level_I
## 549     Sometimes Public_Transportation Insufficient_Weight
## 582            no            Automobile Insufficient_Weight
## 629            no            Automobile Insufficient_Weight
## 373            no            Automobile       Normal_Weight
## 2051    Sometimes Public_Transportation    Obesity_Type_III
## 1830    Sometimes Public_Transportation    Obesity_Type_III
## 1520    Sometimes            Automobile     Obesity_Type_II
## 1072           no Public_Transportation Overweight_Level_II
## 814     Sometimes            Automobile  Overweight_Level_I
## 96     Frequently Public_Transportation       Normal_Weight
## 1180           no            Automobile Overweight_Level_II
## 1355           no Public_Transportation      Obesity_Type_I
## 42             no               Walking       Normal_Weight
## 1210    Sometimes Public_Transportation      Obesity_Type_I
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 587     Sometimes Public_Transportation Insufficient_Weight
## 876            no Public_Transportation  Overweight_Level_I
## 2045    Sometimes Public_Transportation    Obesity_Type_III
## 298            no            Automobile  Overweight_Level_I
## 1928    Sometimes Public_Transportation    Obesity_Type_III
## 618     Sometimes            Automobile Insufficient_Weight
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 761     Sometimes            Automobile  Overweight_Level_I
## 1143           no Public_Transportation Overweight_Level_II
## 2056    Sometimes Public_Transportation    Obesity_Type_III
## 266     Sometimes Public_Transportation Insufficient_Weight
## 432     Sometimes Public_Transportation       Normal_Weight
## 2054    Sometimes Public_Transportation    Obesity_Type_III
## 572     Sometimes Public_Transportation Insufficient_Weight
## 1386           no            Automobile      Obesity_Type_I
## 881     Sometimes Public_Transportation  Overweight_Level_I
## 1851    Sometimes Public_Transportation    Obesity_Type_III
## 734     Sometimes Public_Transportation Insufficient_Weight
## 691     Sometimes Public_Transportation Insufficient_Weight
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1329    Sometimes            Automobile      Obesity_Type_I
## 1061           no            Automobile Overweight_Level_II
## 1691    Sometimes Public_Transportation     Obesity_Type_II
## 1354           no Public_Transportation      Obesity_Type_I
## 162            no            Automobile Overweight_Level_II
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 1799           no Public_Transportation     Obesity_Type_II
## 977     Sometimes Public_Transportation  Overweight_Level_I
## 111     Sometimes Public_Transportation       Normal_Weight
## 542     Sometimes Public_Transportation Insufficient_Weight
## 181            no Public_Transportation       Normal_Weight
## 338            no               Walking       Normal_Weight
## 1198           no            Automobile Overweight_Level_II
## 105     Sometimes            Automobile      Obesity_Type_I
## 392     Sometimes               Walking Insufficient_Weight
## 1372           no Public_Transportation      Obesity_Type_I
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 574     Sometimes Public_Transportation Insufficient_Weight
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 1903    Sometimes Public_Transportation    Obesity_Type_III
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 240            no Public_Transportation       Normal_Weight
## 1710           no Public_Transportation     Obesity_Type_II
## 1143.1         no Public_Transportation Overweight_Level_II
## 723     Sometimes Public_Transportation Insufficient_Weight
## 578     Sometimes Public_Transportation Insufficient_Weight
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1805    Sometimes Public_Transportation    Obesity_Type_III
## 733            no            Automobile Insufficient_Weight
## 1429           no Public_Transportation      Obesity_Type_I
## 756.1   Sometimes Public_Transportation  Overweight_Level_I
## 505     Sometimes Public_Transportation    Obesity_Type_III
## 569            no Public_Transportation Insufficient_Weight
## 1330           no Public_Transportation      Obesity_Type_I
## 937     Sometimes Public_Transportation  Overweight_Level_I
## 353     Sometimes               Walking       Normal_Weight
## 34      Sometimes Public_Transportation Overweight_Level_II
## 1065.1  Sometimes Public_Transportation Overweight_Level_II
## 1169           no Public_Transportation Overweight_Level_II
## 744     Sometimes Public_Transportation Insufficient_Weight
## 1724           no Public_Transportation     Obesity_Type_II
## 1675           no Public_Transportation     Obesity_Type_II
## 1628           no            Automobile     Obesity_Type_II
## 157            no            Automobile       Normal_Weight
## 898     Sometimes            Automobile  Overweight_Level_I
## 889    Frequently Public_Transportation  Overweight_Level_I
## 338.1          no               Walking       Normal_Weight
## 818     Sometimes Public_Transportation  Overweight_Level_I
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1879    Sometimes Public_Transportation    Obesity_Type_III
## 896     Sometimes Public_Transportation  Overweight_Level_I
## 2053    Sometimes Public_Transportation    Obesity_Type_III
## 796            no            Automobile  Overweight_Level_I
## 1764    Sometimes Public_Transportation     Obesity_Type_II
## 1843    Sometimes Public_Transportation    Obesity_Type_III
## 978     Sometimes Public_Transportation Overweight_Level_II
## 826     Sometimes            Automobile  Overweight_Level_I
## 886            no Public_Transportation  Overweight_Level_I
## 2009    Sometimes Public_Transportation    Obesity_Type_III
## 513            no Public_Transportation Insufficient_Weight
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1208           no            Automobile Overweight_Level_II
## 940            no Public_Transportation  Overweight_Level_I
## 91             no Public_Transportation     Obesity_Type_II
## 10             no Public_Transportation       Normal_Weight
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 724     Sometimes Public_Transportation Insufficient_Weight
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 592            no            Automobile Insufficient_Weight
## 378     Sometimes Public_Transportation       Normal_Weight
## 1697    Sometimes Public_Transportation     Obesity_Type_II
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 1307           no            Automobile      Obesity_Type_I
## 464     Sometimes Public_Transportation       Normal_Weight
## 1440    Sometimes            Automobile      Obesity_Type_I
## 125            no Public_Transportation Overweight_Level_II
## 372     Sometimes Public_Transportation  Overweight_Level_I
## 1893    Sometimes Public_Transportation    Obesity_Type_III
## 190            no Public_Transportation       Normal_Weight
## 2106    Sometimes Public_Transportation    Obesity_Type_III
## 1460    Sometimes Public_Transportation      Obesity_Type_I
## 870     Sometimes Public_Transportation  Overweight_Level_I
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 1829    Sometimes Public_Transportation    Obesity_Type_III
## 1405           no Public_Transportation      Obesity_Type_I
## 489     Sometimes               Walking       Normal_Weight
## 481     Sometimes Public_Transportation       Normal_Weight
## 1353    Sometimes            Automobile      Obesity_Type_I
## 1826    Sometimes Public_Transportation    Obesity_Type_III
## 1069           no Public_Transportation Overweight_Level_II
## 443     Sometimes               Walking       Normal_Weight
## 1550.1  Sometimes Public_Transportation     Obesity_Type_II
## 827     Sometimes            Automobile  Overweight_Level_I
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 277            no Public_Transportation Insufficient_Weight
## 624            no Public_Transportation Insufficient_Weight
## 1584    Sometimes Public_Transportation     Obesity_Type_II
## 1467    Sometimes Public_Transportation      Obesity_Type_I
## 692     Sometimes Public_Transportation Insufficient_Weight
## 1551    Sometimes Public_Transportation     Obesity_Type_II
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 1766    Sometimes Public_Transportation     Obesity_Type_II
## 1700           no            Automobile     Obesity_Type_II
## 1357    Sometimes            Automobile      Obesity_Type_I
## 2100    Sometimes Public_Transportation    Obesity_Type_III
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 1563           no            Automobile     Obesity_Type_II
## 1516           no Public_Transportation     Obesity_Type_II
## 1131           no Public_Transportation Overweight_Level_II
## 753     Sometimes Public_Transportation  Overweight_Level_I
## 419     Sometimes Public_Transportation      Obesity_Type_I
## 834     Sometimes Public_Transportation  Overweight_Level_I
## 1751    Sometimes            Automobile     Obesity_Type_II
## 571     Sometimes Public_Transportation Insufficient_Weight
## 421     Sometimes            Automobile Insufficient_Weight
## 2056.1  Sometimes Public_Transportation    Obesity_Type_III
## 843     Sometimes Public_Transportation  Overweight_Level_I
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 169     Sometimes Public_Transportation  Overweight_Level_I
## 375     Sometimes            Automobile       Normal_Weight
## 463     Sometimes            Automobile Overweight_Level_II
## 1642    Sometimes            Automobile     Obesity_Type_II
## 194            no Public_Transportation       Normal_Weight
## 1447           no Public_Transportation      Obesity_Type_I
## 1116    Sometimes Public_Transportation Overweight_Level_II
## 1041           no            Automobile Overweight_Level_II
## 1384           no Public_Transportation      Obesity_Type_I
## 2033    Sometimes Public_Transportation    Obesity_Type_III
## 1925    Sometimes Public_Transportation    Obesity_Type_III
## 1265    Sometimes            Automobile      Obesity_Type_I
## 1684    Sometimes Public_Transportation     Obesity_Type_II
## 1106    Sometimes Public_Transportation Overweight_Level_II
## 1646    Sometimes Public_Transportation     Obesity_Type_II
## 826.1   Sometimes            Automobile  Overweight_Level_I
## 567            no            Automobile Insufficient_Weight
## 1529.1  Sometimes Public_Transportation     Obesity_Type_II
## 1830.1  Sometimes Public_Transportation    Obesity_Type_III
## 1353.1  Sometimes            Automobile      Obesity_Type_I
## 703            no            Automobile Insufficient_Weight
## 2036    Sometimes Public_Transportation    Obesity_Type_III
## 1126           no Public_Transportation Overweight_Level_II
## 385            no               Walking       Normal_Weight
## 389            no Public_Transportation      Obesity_Type_I
## 1170    Sometimes Public_Transportation Overweight_Level_II
## 1980    Sometimes Public_Transportation    Obesity_Type_III
## 148     Sometimes            Automobile      Obesity_Type_I
## 356     Sometimes Public_Transportation  Overweight_Level_I
## 591     Sometimes Public_Transportation Insufficient_Weight
## 75     Frequently Public_Transportation Overweight_Level_II
## 1472    Sometimes Public_Transportation      Obesity_Type_I
## 37             no               Walking       Normal_Weight
## 166     Sometimes Public_Transportation     Obesity_Type_II
## 144     Sometimes            Automobile  Overweight_Level_I
## 757     Sometimes            Automobile  Overweight_Level_I
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 44     Frequently Public_Transportation       Normal_Weight
## 1029           no            Automobile Overweight_Level_II
## 1291           no Public_Transportation      Obesity_Type_I
## 1080    Sometimes Public_Transportation Overweight_Level_II
## 153     Sometimes            Automobile  Overweight_Level_I
## 811     Sometimes Public_Transportation  Overweight_Level_I
## 1017           no Public_Transportation Overweight_Level_II
## 455            no Public_Transportation       Normal_Weight
## 1403    Sometimes            Automobile      Obesity_Type_I
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 2037    Sometimes Public_Transportation    Obesity_Type_III
## 1522.1  Sometimes Public_Transportation     Obesity_Type_II
## 779     Sometimes Public_Transportation  Overweight_Level_I
## 272     Sometimes Public_Transportation       Normal_Weight
## 1415    Sometimes            Automobile      Obesity_Type_I
## 1675.1         no Public_Transportation     Obesity_Type_II
## 809     Sometimes Public_Transportation  Overweight_Level_I
## 730            no            Automobile Insufficient_Weight
## 1709           no Public_Transportation     Obesity_Type_II
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 315            no               Walking       Normal_Weight
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 2078    Sometimes Public_Transportation    Obesity_Type_III
## 308     Sometimes Public_Transportation       Normal_Weight
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1371           no Public_Transportation      Obesity_Type_I
## 1639    Sometimes            Automobile     Obesity_Type_II
## 1836    Sometimes Public_Transportation    Obesity_Type_III
## 1513           no Public_Transportation      Obesity_Type_I
## 539     Sometimes Public_Transportation Insufficient_Weight
## 332            no Public_Transportation       Normal_Weight
## 1429.1         no Public_Transportation      Obesity_Type_I
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 493            no            Automobile Overweight_Level_II
## 92     Frequently Public_Transportation       Normal_Weight
## 1874    Sometimes Public_Transportation    Obesity_Type_III
## 340    Frequently Public_Transportation Insufficient_Weight
## 763     Sometimes Public_Transportation  Overweight_Level_I
## 1554.1  Sometimes Public_Transportation     Obesity_Type_II
## 1869    Sometimes Public_Transportation    Obesity_Type_III
## 283            no Public_Transportation       Normal_Weight
## 1965    Sometimes Public_Transportation    Obesity_Type_III
## 1585    Sometimes Public_Transportation     Obesity_Type_II
## 1209           no            Automobile Overweight_Level_II
## 1664           no Public_Transportation     Obesity_Type_II
## 703.1          no            Automobile Insufficient_Weight
## 642     Sometimes Public_Transportation Insufficient_Weight
## 950     Sometimes Public_Transportation  Overweight_Level_I
## 571.1   Sometimes Public_Transportation Insufficient_Weight
## 2003    Sometimes Public_Transportation    Obesity_Type_III
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 724.1   Sometimes Public_Transportation Insufficient_Weight
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 994            no Public_Transportation Overweight_Level_II
## 1776    Sometimes            Automobile     Obesity_Type_II
## 765     Sometimes Public_Transportation  Overweight_Level_I
## 243            no            Automobile       Normal_Weight
## 1748    Sometimes            Automobile     Obesity_Type_II
## 1228    Sometimes Public_Transportation      Obesity_Type_I
## 1949    Sometimes Public_Transportation    Obesity_Type_III
## 296            no               Walking       Normal_Weight
## 303     Sometimes               Walking Insufficient_Weight
## 386            no Public_Transportation       Normal_Weight
## 695            no            Automobile Insufficient_Weight
## 230            no            Automobile     Obesity_Type_II
## 1660    Sometimes Public_Transportation     Obesity_Type_II
## 1354.1         no Public_Transportation      Obesity_Type_I
## 1420    Sometimes            Automobile      Obesity_Type_I
## 103     Sometimes            Automobile       Normal_Weight
## 1654    Sometimes Public_Transportation     Obesity_Type_II
## 1572    Sometimes            Automobile     Obesity_Type_II
## 1117    Sometimes Public_Transportation Overweight_Level_II
## 45             no Public_Transportation       Normal_Weight
## 880     Sometimes Public_Transportation  Overweight_Level_I
## 1188           no            Automobile Overweight_Level_II
## 800    Frequently Public_Transportation  Overweight_Level_I
## 902     Sometimes Public_Transportation  Overweight_Level_I
## 500.1   Sometimes Public_Transportation    Obesity_Type_III
## 822     Sometimes            Automobile  Overweight_Level_I
## 383     Sometimes Public_Transportation       Normal_Weight
## 350     Sometimes Public_Transportation      Obesity_Type_I
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 2088    Sometimes Public_Transportation    Obesity_Type_III
## 168            no               Walking Overweight_Level_II
## 264            no Public_Transportation Insufficient_Weight
## 379     Sometimes Public_Transportation       Normal_Weight
## 1589    Sometimes Public_Transportation     Obesity_Type_II
## 1851.1  Sometimes Public_Transportation    Obesity_Type_III
## 1925.1  Sometimes Public_Transportation    Obesity_Type_III
## 1040    Sometimes Public_Transportation Overweight_Level_II
## 2109    Sometimes Public_Transportation    Obesity_Type_III
## 67     Frequently Public_Transportation Overweight_Level_II
## 1842    Sometimes Public_Transportation    Obesity_Type_III
## 415    Frequently            Automobile      Obesity_Type_I
## 874     Sometimes            Automobile  Overweight_Level_I
## 426     Sometimes Public_Transportation       Normal_Weight
## 672            no Public_Transportation Insufficient_Weight
## 1030    Sometimes            Automobile Overweight_Level_II
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 1705    Sometimes Public_Transportation     Obesity_Type_II
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 1156.1  Sometimes Public_Transportation Overweight_Level_II
## 1167           no Public_Transportation Overweight_Level_II
## 1514           no            Automobile     Obesity_Type_II
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 2070    Sometimes Public_Transportation    Obesity_Type_III
## 1245           no Public_Transportation      Obesity_Type_I
## 1624    Sometimes            Automobile     Obesity_Type_II
## 1491    Sometimes            Automobile      Obesity_Type_I
## 579     Sometimes Public_Transportation Insufficient_Weight
## 1798           no Public_Transportation     Obesity_Type_II
## 1853    Sometimes Public_Transportation    Obesity_Type_III
## 260     Sometimes Public_Transportation      Obesity_Type_I
## 1316    Sometimes            Automobile      Obesity_Type_I
## 2051.1  Sometimes Public_Transportation    Obesity_Type_III
## 655            no Public_Transportation Insufficient_Weight
## 292            no               Walking Insufficient_Weight
## 1980.1  Sometimes Public_Transportation    Obesity_Type_III
## 1330.1         no Public_Transportation      Obesity_Type_I
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 823     Sometimes Public_Transportation  Overweight_Level_I
## 324     Sometimes            Automobile       Normal_Weight
## 575     Sometimes Public_Transportation Insufficient_Weight
## 1950    Sometimes Public_Transportation    Obesity_Type_III
## 1569    Sometimes            Automobile     Obesity_Type_II
## 199            no Public_Transportation Insufficient_Weight
## 872     Sometimes            Automobile  Overweight_Level_I
## 1392    Sometimes Public_Transportation      Obesity_Type_I
## 1409           no Public_Transportation      Obesity_Type_I
## 761.1   Sometimes            Automobile  Overweight_Level_I
## 1699    Sometimes Public_Transportation     Obesity_Type_II
## 427            no Public_Transportation       Normal_Weight
## 1130           no Public_Transportation Overweight_Level_II
## 96.1   Frequently Public_Transportation       Normal_Weight
## 149     Sometimes            Automobile       Normal_Weight
## 278     Sometimes               Walking       Normal_Weight
## 874.1   Sometimes            Automobile  Overweight_Level_I
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 857     Sometimes            Automobile  Overweight_Level_I
## 971     Sometimes Public_Transportation  Overweight_Level_I
## 1551.1  Sometimes Public_Transportation     Obesity_Type_II
## 109            no               Walking      Obesity_Type_I
## 712     Sometimes Public_Transportation Insufficient_Weight
## 1139           no Public_Transportation Overweight_Level_II
## 1820    Sometimes Public_Transportation    Obesity_Type_III
## 77             no Public_Transportation Insufficient_Weight
## 1860    Sometimes Public_Transportation    Obesity_Type_III
## 613            no Public_Transportation Insufficient_Weight
## 1108           no            Automobile Overweight_Level_II
## 93     Frequently               Walking  Overweight_Level_I
## 2088.1  Sometimes Public_Transportation    Obesity_Type_III
## 1593           no Public_Transportation     Obesity_Type_II
## 1963    Sometimes Public_Transportation    Obesity_Type_III
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 1054    Sometimes Public_Transportation Overweight_Level_II
## 1342.1  Sometimes Public_Transportation      Obesity_Type_I
## 1216           no            Automobile      Obesity_Type_I
## 55             no Public_Transportation       Normal_Weight
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 1536    Sometimes            Automobile     Obesity_Type_II
## 1926    Sometimes Public_Transportation    Obesity_Type_III
## 1365    Sometimes            Automobile      Obesity_Type_I
## 388     Sometimes             Motorbike      Obesity_Type_I
## 705            no Public_Transportation Insufficient_Weight
## 1664.1         no Public_Transportation     Obesity_Type_II
## 1857.1  Sometimes Public_Transportation    Obesity_Type_III
## 1799.1         no Public_Transportation     Obesity_Type_II
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 1531    Sometimes            Automobile     Obesity_Type_II
## 1375    Sometimes Public_Transportation      Obesity_Type_I
## 242            no                  Bike  Overweight_Level_I
## 1129           no            Automobile Overweight_Level_II
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 456     Sometimes Public_Transportation       Normal_Weight
## 765.1   Sometimes Public_Transportation  Overweight_Level_I
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 1947    Sometimes Public_Transportation    Obesity_Type_III
## 251            no Public_Transportation Overweight_Level_II
## 890    Frequently Public_Transportation  Overweight_Level_I
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 1510           no Public_Transportation      Obesity_Type_I
## 395            no Public_Transportation       Normal_Weight
## 1052    Sometimes Public_Transportation Overweight_Level_II
## 391            no Public_Transportation Insufficient_Weight
## 1818    Sometimes Public_Transportation    Obesity_Type_III
## 1699.1  Sometimes Public_Transportation     Obesity_Type_II
## 1900    Sometimes Public_Transportation    Obesity_Type_III
## 1107           no            Automobile Overweight_Level_II
## 432.1   Sometimes Public_Transportation       Normal_Weight
## 1737    Sometimes Public_Transportation     Obesity_Type_II
## 286     Sometimes Public_Transportation      Obesity_Type_I
## 146     Sometimes Public_Transportation  Overweight_Level_I
## 1072.1         no Public_Transportation Overweight_Level_II
## 713     Sometimes Public_Transportation Insufficient_Weight
## 1578    Sometimes Public_Transportation     Obesity_Type_II
## 1476    Sometimes Public_Transportation      Obesity_Type_I
## 1217           no            Automobile      Obesity_Type_I
## 1937    Sometimes Public_Transportation    Obesity_Type_III
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 28      Sometimes            Automobile       Normal_Weight
## 85      Sometimes Public_Transportation Overweight_Level_II
## 273            no Public_Transportation       Normal_Weight
## 785     Sometimes Public_Transportation  Overweight_Level_I
## 381            no             Motorbike Overweight_Level_II
## 561            no            Automobile Insufficient_Weight
## 935     Sometimes Public_Transportation  Overweight_Level_I
## 506     Sometimes Public_Transportation    Obesity_Type_III
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 1151    Sometimes Public_Transportation Overweight_Level_II
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 444     Sometimes Public_Transportation Insufficient_Weight
## 453     Sometimes            Automobile       Normal_Weight
## 1109    Sometimes Public_Transportation Overweight_Level_II
## 510     Sometimes Public_Transportation Insufficient_Weight
## 1569.1  Sometimes            Automobile     Obesity_Type_II
## 837     Sometimes            Automobile  Overweight_Level_I
## 1755    Sometimes Public_Transportation     Obesity_Type_II
## 662     Sometimes Public_Transportation Insufficient_Weight
## 148.1   Sometimes            Automobile      Obesity_Type_I
## 50      Sometimes Public_Transportation       Normal_Weight
## 1125           no Public_Transportation Overweight_Level_II
## 172     Sometimes Public_Transportation       Normal_Weight
## 838     Sometimes Public_Transportation  Overweight_Level_I
## 1053           no            Automobile Overweight_Level_II
## 1098           no            Automobile Overweight_Level_II
## 1584.1  Sometimes Public_Transportation     Obesity_Type_II
## 1515           no            Automobile     Obesity_Type_II
## 137     Sometimes Public_Transportation       Normal_Weight
## 2051.2  Sometimes Public_Transportation    Obesity_Type_III
## 746            no            Automobile  Overweight_Level_I
## 1851.2  Sometimes Public_Transportation    Obesity_Type_III
## 1347           no Public_Transportation      Obesity_Type_I
## 1070           no Public_Transportation Overweight_Level_II
## 860     Sometimes Public_Transportation  Overweight_Level_I
## 1997    Sometimes Public_Transportation    Obesity_Type_III
## 118            no Public_Transportation Overweight_Level_II
## 1410           no Public_Transportation      Obesity_Type_I
## 130    Frequently Public_Transportation Overweight_Level_II
## 1380   Frequently            Automobile      Obesity_Type_I
## 1801    Sometimes Public_Transportation    Obesity_Type_III
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 687            no Public_Transportation Insufficient_Weight
## 30     Frequently               Walking       Normal_Weight
## 963     Sometimes Public_Transportation  Overweight_Level_I
## 2017    Sometimes Public_Transportation    Obesity_Type_III
## 562     Sometimes Public_Transportation Insufficient_Weight
## 2064    Sometimes Public_Transportation    Obesity_Type_III
## 1407           no Public_Transportation      Obesity_Type_I
## 1300           no Public_Transportation      Obesity_Type_I
## 225            no Public_Transportation      Obesity_Type_I
## 990            no Public_Transportation Overweight_Level_II
## 687.1          no Public_Transportation Insufficient_Weight
## 598     Sometimes Public_Transportation Insufficient_Weight
## 1403.1  Sometimes            Automobile      Obesity_Type_I
## 1426           no Public_Transportation      Obesity_Type_I
## 1659           no Public_Transportation     Obesity_Type_II
## 506.1   Sometimes Public_Transportation    Obesity_Type_III
## 312            no Public_Transportation       Normal_Weight
## 2009.1  Sometimes Public_Transportation    Obesity_Type_III
## 422     Sometimes            Automobile Insufficient_Weight
## 1568    Sometimes            Automobile     Obesity_Type_II
## 765.2   Sometimes Public_Transportation  Overweight_Level_I
## 1387           no            Automobile      Obesity_Type_I
## 358            no            Automobile       Normal_Weight
## 1962    Sometimes Public_Transportation    Obesity_Type_III
## 1794           no Public_Transportation     Obesity_Type_II
## 1298           no Public_Transportation      Obesity_Type_I
## 1894    Sometimes Public_Transportation    Obesity_Type_III
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1056    Sometimes Public_Transportation Overweight_Level_II
## 863     Sometimes            Automobile  Overweight_Level_I
## 672.1          no Public_Transportation Insufficient_Weight
## 973            no Public_Transportation  Overweight_Level_I
## 1027           no            Automobile Overweight_Level_II
## 522            no Public_Transportation Insufficient_Weight
## 972     Sometimes Public_Transportation  Overweight_Level_I
## 1377    Sometimes Public_Transportation      Obesity_Type_I
## 1067    Sometimes Public_Transportation Overweight_Level_II
## 238            no Public_Transportation       Normal_Weight
## 944            no Public_Transportation  Overweight_Level_I
## 1599           no Public_Transportation     Obesity_Type_II
## 1549    Sometimes            Automobile     Obesity_Type_II
## 1222           no Public_Transportation      Obesity_Type_I
## 949     Sometimes            Automobile  Overweight_Level_I
## 926     Sometimes            Automobile  Overweight_Level_I
## 652            no Public_Transportation Insufficient_Weight
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 1516.1         no Public_Transportation     Obesity_Type_II
## 114            no               Walking       Normal_Weight
## 436            no Public_Transportation  Overweight_Level_I
## 1334           no Public_Transportation      Obesity_Type_I
## 1295           no Public_Transportation      Obesity_Type_I
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 1093    Sometimes Public_Transportation Overweight_Level_II
## 730.1          no            Automobile Insufficient_Weight
## 402     Sometimes Public_Transportation       Normal_Weight
## 602     Sometimes Public_Transportation Insufficient_Weight
## 1577    Sometimes            Automobile     Obesity_Type_II
## 1795           no Public_Transportation     Obesity_Type_II
## 606     Sometimes Public_Transportation Insufficient_Weight
## 1299           no Public_Transportation      Obesity_Type_I
## 1493           no Public_Transportation      Obesity_Type_I
## 1701           no            Automobile     Obesity_Type_II
## 906     Sometimes Public_Transportation  Overweight_Level_I
## 317            no            Automobile       Normal_Weight
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 618.1   Sometimes            Automobile Insufficient_Weight
## 514            no Public_Transportation Insufficient_Weight
## 1284           no Public_Transportation      Obesity_Type_I
## 979     Sometimes Public_Transportation Overweight_Level_II
## 369            no            Automobile Overweight_Level_II
## 1587    Sometimes Public_Transportation     Obesity_Type_II
## 910     Sometimes Public_Transportation  Overweight_Level_I
## 1676    Sometimes Public_Transportation     Obesity_Type_II
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 1570    Sometimes Public_Transportation     Obesity_Type_II
## 246     Sometimes            Automobile Insufficient_Weight
## 968     Sometimes            Automobile  Overweight_Level_I
## 1741    Sometimes            Automobile     Obesity_Type_II
## 810     Sometimes Public_Transportation  Overweight_Level_I
## 602.1   Sometimes Public_Transportation Insufficient_Weight
## 770.1   Sometimes Public_Transportation  Overweight_Level_I
## 850.1   Sometimes Public_Transportation  Overweight_Level_I
## 2077    Sometimes Public_Transportation    Obesity_Type_III
## 1330.2         no Public_Transportation      Obesity_Type_I
## 662.1   Sometimes Public_Transportation Insufficient_Weight
## 1592           no Public_Transportation     Obesity_Type_II
## 1082    Sometimes Public_Transportation Overweight_Level_II
## 1425   Frequently            Automobile      Obesity_Type_I
## 1038    Sometimes Public_Transportation Overweight_Level_II
## 1800    Sometimes Public_Transportation    Obesity_Type_III
## 464.1   Sometimes Public_Transportation       Normal_Weight
## 1952    Sometimes Public_Transportation    Obesity_Type_III
## 974            no Public_Transportation  Overweight_Level_I
## 1713    Sometimes            Automobile     Obesity_Type_II
## 1968    Sometimes Public_Transportation    Obesity_Type_III
## 1384.1         no Public_Transportation      Obesity_Type_I
## 630            no Public_Transportation Insufficient_Weight
## 1359           no Public_Transportation      Obesity_Type_I
## 2081    Sometimes Public_Transportation    Obesity_Type_III
## 1198.1         no            Automobile Overweight_Level_II
## 1364    Sometimes            Automobile      Obesity_Type_I
## 2095    Sometimes Public_Transportation    Obesity_Type_III
## 1384.2         no Public_Transportation      Obesity_Type_I
## 392.1   Sometimes               Walking Insufficient_Weight
## 1095           no Public_Transportation Overweight_Level_II
## 184     Sometimes Public_Transportation Overweight_Level_II
## 1081   Frequently            Automobile Overweight_Level_II
## 977.1   Sometimes Public_Transportation  Overweight_Level_I
## 1875    Sometimes Public_Transportation    Obesity_Type_III
## 914     Sometimes Public_Transportation  Overweight_Level_I
## 528     Sometimes Public_Transportation Insufficient_Weight
## 1633    Sometimes Public_Transportation     Obesity_Type_II
## 439     Sometimes            Automobile       Normal_Weight
## 1307.1         no            Automobile      Obesity_Type_I
## 1068           no            Automobile Overweight_Level_II
## 983     Sometimes            Automobile Overweight_Level_II
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 1708           no Public_Transportation     Obesity_Type_II
## 527     Sometimes Public_Transportation Insufficient_Weight
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 900     Sometimes Public_Transportation  Overweight_Level_I
## 967            no            Automobile  Overweight_Level_I
## 24      Sometimes Public_Transportation      Obesity_Type_I
## 493.1          no            Automobile Overweight_Level_II
## 1425.1 Frequently            Automobile      Obesity_Type_I
## 1777    Sometimes            Automobile     Obesity_Type_II
## 414     Sometimes Public_Transportation Overweight_Level_II
## 1375.1  Sometimes Public_Transportation      Obesity_Type_I
## 503.1   Sometimes Public_Transportation    Obesity_Type_III
## 1369           no Public_Transportation      Obesity_Type_I
## 1818.1  Sometimes Public_Transportation    Obesity_Type_III
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 631     Sometimes Public_Transportation Insufficient_Weight
## 615     Sometimes Public_Transportation Insufficient_Weight
## 1362    Sometimes Public_Transportation      Obesity_Type_I
## 2078.1  Sometimes Public_Transportation    Obesity_Type_III
## 1636.1  Sometimes Public_Transportation     Obesity_Type_II
## 496            no             Motorbike       Normal_Weight
## 204     Sometimes            Automobile      Obesity_Type_I
## 1877.1  Sometimes Public_Transportation    Obesity_Type_III
## 392.2   Sometimes               Walking Insufficient_Weight
## 163     Sometimes Public_Transportation       Normal_Weight
## 1429.2         no Public_Transportation      Obesity_Type_I
## 239            no Public_Transportation       Normal_Weight
## 440     Sometimes Public_Transportation       Normal_Weight
## 1656    Sometimes            Automobile     Obesity_Type_II
## 1621    Sometimes Public_Transportation     Obesity_Type_II
## 1577.1  Sometimes            Automobile     Obesity_Type_II
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 47      Sometimes Public_Transportation       Normal_Weight
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 799     Sometimes Public_Transportation  Overweight_Level_I
## 180     Sometimes Public_Transportation  Overweight_Level_I
## 210     Sometimes Public_Transportation       Normal_Weight
## 1016           no Public_Transportation Overweight_Level_II
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 13      Sometimes Public_Transportation       Normal_Weight
## 1297    Sometimes            Automobile      Obesity_Type_I
## 1338    Sometimes Public_Transportation      Obesity_Type_I
## 1438    Sometimes            Automobile      Obesity_Type_I
## 265     Sometimes            Automobile       Normal_Weight
## 851     Sometimes Public_Transportation  Overweight_Level_I
## 962            no Public_Transportation  Overweight_Level_I
## 2064.1  Sometimes Public_Transportation    Obesity_Type_III
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 749     Sometimes Public_Transportation  Overweight_Level_I
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 733.1          no            Automobile Insufficient_Weight
## 1687    Sometimes Public_Transportation     Obesity_Type_II
## 820     Sometimes Public_Transportation  Overweight_Level_I
## 212            no Public_Transportation       Normal_Weight
## 491     Sometimes Public_Transportation Overweight_Level_II
## 1404           no Public_Transportation      Obesity_Type_I
## 69     Frequently            Automobile     Obesity_Type_II
## 285     Sometimes Public_Transportation       Normal_Weight
## 101     Sometimes Public_Transportation       Normal_Weight
## 1315           no Public_Transportation      Obesity_Type_I
## 1498           no Public_Transportation      Obesity_Type_I
## 542.1   Sometimes Public_Transportation Insufficient_Weight
## 1510.1         no Public_Transportation      Obesity_Type_I
## 444.1   Sometimes Public_Transportation Insufficient_Weight
## 1731.1  Sometimes Public_Transportation     Obesity_Type_II
## 2071    Sometimes Public_Transportation    Obesity_Type_III
## 1336    Sometimes Public_Transportation      Obesity_Type_I
## 1609    Sometimes            Automobile     Obesity_Type_II
## 1853.1  Sometimes Public_Transportation    Obesity_Type_III
## 579.1   Sometimes Public_Transportation Insufficient_Weight
## 1950.1  Sometimes Public_Transportation    Obesity_Type_III
## 967.1          no            Automobile  Overweight_Level_I
## 1500           no            Automobile      Obesity_Type_I
## 1017.1         no Public_Transportation Overweight_Level_II
## 1317    Sometimes            Automobile      Obesity_Type_I
## 1764.1  Sometimes Public_Transportation     Obesity_Type_II
## 682            no Public_Transportation Insufficient_Weight
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 943     Sometimes            Automobile  Overweight_Level_I
## 989     Sometimes            Automobile Overweight_Level_II
## 1870.1  Sometimes Public_Transportation    Obesity_Type_III
## 1149   Frequently            Automobile Overweight_Level_II
## 1826.1  Sometimes Public_Transportation    Obesity_Type_III
## 721            no Public_Transportation Insufficient_Weight
## 346     Sometimes Public_Transportation       Normal_Weight
## 1303           no Public_Transportation      Obesity_Type_I
## 492     Sometimes Public_Transportation       Normal_Weight
## 1708.1         no Public_Transportation     Obesity_Type_II
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 122    Frequently Public_Transportation Overweight_Level_II
## 73             no Public_Transportation       Normal_Weight
## 225.1          no Public_Transportation      Obesity_Type_I
## 688            no Public_Transportation Insufficient_Weight
## 1325    Sometimes Public_Transportation      Obesity_Type_I
## 302     Sometimes Public_Transportation       Normal_Weight
## 639            no            Automobile Insufficient_Weight
## 1059           no Public_Transportation Overweight_Level_II
## 1795.1         no Public_Transportation     Obesity_Type_II
## 1071    Sometimes            Automobile Overweight_Level_II
## 1495           no Public_Transportation      Obesity_Type_I
## 335    Frequently Public_Transportation  Overweight_Level_I
## 1324    Sometimes Public_Transportation      Obesity_Type_I
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 1643    Sometimes            Automobile     Obesity_Type_II
## 1366           no Public_Transportation      Obesity_Type_I
## 1705.1  Sometimes Public_Transportation     Obesity_Type_II
## 670            no            Automobile Insufficient_Weight
## 883            no            Automobile  Overweight_Level_I
## 319     Sometimes Public_Transportation       Normal_Weight
## 2089    Sometimes Public_Transportation    Obesity_Type_III
## 1497    Sometimes            Automobile      Obesity_Type_I
## 880.1   Sometimes Public_Transportation  Overweight_Level_I
## 437    Frequently            Automobile       Normal_Weight
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 1572.1  Sometimes            Automobile     Obesity_Type_II
## 282     Sometimes Public_Transportation       Normal_Weight
## 738     Sometimes Public_Transportation Insufficient_Weight
## 2010    Sometimes Public_Transportation    Obesity_Type_III
## 155     Sometimes Public_Transportation      Obesity_Type_I
## 555     Sometimes Public_Transportation Insufficient_Weight
## 1639.1  Sometimes            Automobile     Obesity_Type_II
## 1329.1  Sometimes            Automobile      Obesity_Type_I
## 1851.3  Sometimes Public_Transportation    Obesity_Type_III
## 290     Sometimes            Automobile       Normal_Weight
## 1792           no Public_Transportation     Obesity_Type_II
## 1491.1  Sometimes            Automobile      Obesity_Type_I
## 1312    Sometimes            Automobile      Obesity_Type_I
## 173     Sometimes Public_Transportation       Normal_Weight
## 133    Frequently Public_Transportation       Normal_Weight
## 349            no               Walking       Normal_Weight
## 58             no Public_Transportation       Normal_Weight
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 630.1          no Public_Transportation Insufficient_Weight
## 1783           no Public_Transportation     Obesity_Type_II
## 980            no Public_Transportation Overweight_Level_II
## 550            no Public_Transportation Insufficient_Weight
## 184.1   Sometimes Public_Transportation Overweight_Level_II
## 819    Frequently Public_Transportation  Overweight_Level_I
## 55.1           no Public_Transportation       Normal_Weight
## 527.1   Sometimes Public_Transportation Insufficient_Weight
## 1464    Sometimes Public_Transportation      Obesity_Type_I
## 1517           no Public_Transportation     Obesity_Type_II
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 126    Frequently Public_Transportation  Overweight_Level_I
## 1582    Sometimes            Automobile     Obesity_Type_II
## 408     Sometimes               Walking  Overweight_Level_I
## 622            no Public_Transportation Insufficient_Weight
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1338.1  Sometimes Public_Transportation      Obesity_Type_I
## 462            no Public_Transportation      Obesity_Type_I
## 336     Sometimes Public_Transportation Insufficient_Weight
## 584            no Public_Transportation Insufficient_Weight
## 2009.2  Sometimes Public_Transportation    Obesity_Type_III
## 1676.1  Sometimes Public_Transportation     Obesity_Type_II
## 877            no Public_Transportation  Overweight_Level_I
## 950.1   Sometimes Public_Transportation  Overweight_Level_I
## 799.1   Sometimes Public_Transportation  Overweight_Level_I
## 180.1   Sometimes Public_Transportation  Overweight_Level_I
## 730.2          no            Automobile Insufficient_Weight
## 31             no             Motorbike  Overweight_Level_I
## 332.1          no Public_Transportation       Normal_Weight
## 68     Frequently            Automobile      Obesity_Type_I
## 610            no Public_Transportation Insufficient_Weight
## 1212    Sometimes            Automobile      Obesity_Type_I
## 1284.1         no Public_Transportation      Obesity_Type_I
## 1263    Sometimes Public_Transportation      Obesity_Type_I
## 814.1   Sometimes            Automobile  Overweight_Level_I
## 974.1          no Public_Transportation  Overweight_Level_I
## 1072.2         no Public_Transportation Overweight_Level_II
## 1527    Sometimes            Automobile     Obesity_Type_II
## 2065    Sometimes Public_Transportation    Obesity_Type_III
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 1579    Sometimes Public_Transportation     Obesity_Type_II
## 354     Sometimes            Automobile       Normal_Weight
## 578.1   Sometimes Public_Transportation Insufficient_Weight
## 1683    Sometimes            Automobile     Obesity_Type_II
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 953     Sometimes Public_Transportation  Overweight_Level_I
## 1713.1  Sometimes            Automobile     Obesity_Type_II
## 933     Sometimes Public_Transportation  Overweight_Level_I
## 1238   Frequently            Automobile      Obesity_Type_I
## 1587.1  Sometimes Public_Transportation     Obesity_Type_II
## 2072    Sometimes Public_Transportation    Obesity_Type_III
## 1444           no Public_Transportation      Obesity_Type_I
## 1677    Sometimes Public_Transportation     Obesity_Type_II
## 1511           no Public_Transportation      Obesity_Type_I
## 1010    Sometimes Public_Transportation Overweight_Level_II
## 746.1          no            Automobile  Overweight_Level_I
## 536            no Public_Transportation Insufficient_Weight
## 655.1          no Public_Transportation Insufficient_Weight
## 2       Sometimes Public_Transportation       Normal_Weight
## 237            no            Automobile       Normal_Weight
## 1837    Sometimes Public_Transportation    Obesity_Type_III
## 1325.1  Sometimes Public_Transportation      Obesity_Type_I
## 232     Sometimes Public_Transportation       Normal_Weight
## 871     Sometimes            Automobile  Overweight_Level_I
## 428     Sometimes Public_Transportation       Normal_Weight
## 692.1   Sometimes Public_Transportation Insufficient_Weight
## 526     Sometimes Public_Transportation Insufficient_Weight
## 19             no            Automobile Overweight_Level_II
## 1747    Sometimes Public_Transportation     Obesity_Type_II
## 1566.1  Sometimes Public_Transportation     Obesity_Type_II
## 1458    Sometimes Public_Transportation      Obesity_Type_I
## 1040.1  Sometimes Public_Transportation Overweight_Level_II
## 1319           no Public_Transportation      Obesity_Type_I
## 1220           no Public_Transportation      Obesity_Type_I
## 2051.3  Sometimes Public_Transportation    Obesity_Type_III
## 1782           no Public_Transportation     Obesity_Type_II
## 846     Sometimes Public_Transportation  Overweight_Level_I
## 1771    Sometimes Public_Transportation     Obesity_Type_II
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 491.1   Sometimes Public_Transportation Overweight_Level_II
## 86             no Public_Transportation       Normal_Weight
## 1028           no            Automobile Overweight_Level_II
## 778     Sometimes            Automobile  Overweight_Level_I
## 1505           no Public_Transportation      Obesity_Type_I
## 1768    Sometimes Public_Transportation     Obesity_Type_II
## 1638    Sometimes            Automobile     Obesity_Type_II
## 149.1   Sometimes            Automobile       Normal_Weight
## 417            no            Automobile  Overweight_Level_I
## 756.2   Sometimes Public_Transportation  Overweight_Level_I
## 1708.2         no Public_Transportation     Obesity_Type_II
## 868            no Public_Transportation  Overweight_Level_I
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 520            no Public_Transportation Insufficient_Weight
## 6       Sometimes            Automobile       Normal_Weight
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 1407.1         no Public_Transportation      Obesity_Type_I
## 972.1   Sometimes Public_Transportation  Overweight_Level_I
## 350.1   Sometimes Public_Transportation      Obesity_Type_I
## 1880.1  Sometimes Public_Transportation    Obesity_Type_III
## 427.1          no Public_Transportation       Normal_Weight
## 1934    Sometimes Public_Transportation    Obesity_Type_III
## 978.1   Sometimes Public_Transportation Overweight_Level_II
## 188            no Public_Transportation      Obesity_Type_I
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 700     Sometimes Public_Transportation Insufficient_Weight
## 1538           no Public_Transportation     Obesity_Type_II
## 1133           no            Automobile Overweight_Level_II
## 160    Frequently            Automobile Overweight_Level_II
## 1317.1  Sometimes            Automobile      Obesity_Type_I
## 1887    Sometimes Public_Transportation    Obesity_Type_III
## 1559    Sometimes            Automobile     Obesity_Type_II
## 879            no Public_Transportation  Overweight_Level_I
## 1920    Sometimes Public_Transportation    Obesity_Type_III
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 1231           no Public_Transportation      Obesity_Type_I
## 87             no Public_Transportation       Normal_Weight
## 446     Sometimes Public_Transportation       Normal_Weight
## 1007    Sometimes Public_Transportation Overweight_Level_II
## 1145.1  Sometimes Public_Transportation Overweight_Level_II
## 869     Sometimes Public_Transportation  Overweight_Level_I
## 852.1   Sometimes Public_Transportation  Overweight_Level_I
## 838.1   Sometimes Public_Transportation  Overweight_Level_I
## 422.1   Sometimes            Automobile Insufficient_Weight
## 182     Sometimes Public_Transportation       Normal_Weight
## 1078           no Public_Transportation Overweight_Level_II
## 133.1  Frequently Public_Transportation       Normal_Weight
## 1122           no            Automobile Overweight_Level_II
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 73.1           no Public_Transportation       Normal_Weight
## 548     Sometimes Public_Transportation Insufficient_Weight
## 1877.2  Sometimes Public_Transportation    Obesity_Type_III
## 1095.1         no Public_Transportation Overweight_Level_II
## 385.1          no               Walking       Normal_Weight
## 304     Sometimes Public_Transportation       Normal_Weight
## 1924    Sometimes Public_Transportation    Obesity_Type_III
## 1225           no Public_Transportation      Obesity_Type_I
## 1781           no Public_Transportation     Obesity_Type_II
## 1860.1  Sometimes Public_Transportation    Obesity_Type_III
## 973.1          no Public_Transportation  Overweight_Level_I
## 1294           no Public_Transportation      Obesity_Type_I
## 1344           no Public_Transportation      Obesity_Type_I
## 1132           no Public_Transportation Overweight_Level_II
## 152     Sometimes            Automobile       Normal_Weight
## 1233    Sometimes            Automobile      Obesity_Type_I
## 1870.2  Sometimes Public_Transportation    Obesity_Type_III
## 2082    Sometimes Public_Transportation    Obesity_Type_III
## 1772    Sometimes Public_Transportation     Obesity_Type_II
## 1925.2  Sometimes Public_Transportation    Obesity_Type_III
## 794     Sometimes Public_Transportation  Overweight_Level_I
## 708     Sometimes Public_Transportation Insufficient_Weight
## 1126.1         no Public_Transportation Overweight_Level_II
## 953.1   Sometimes Public_Transportation  Overweight_Level_I
## 1444.1         no Public_Transportation      Obesity_Type_I
## 189    Frequently            Automobile      Obesity_Type_I
## 907     Sometimes Public_Transportation  Overweight_Level_I
## 141     Sometimes Public_Transportation Insufficient_Weight
## 1336.1  Sometimes Public_Transportation      Obesity_Type_I
## 1039           no            Automobile Overweight_Level_II
## 1247           no Public_Transportation      Obesity_Type_I
## 83             no Public_Transportation      Obesity_Type_I
## 719            no Public_Transportation Insufficient_Weight
## 917     Sometimes            Automobile  Overweight_Level_I
## 2079    Sometimes Public_Transportation    Obesity_Type_III
## 919     Sometimes Public_Transportation  Overweight_Level_I
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 612            no Public_Transportation Insufficient_Weight
## 1959    Sometimes Public_Transportation    Obesity_Type_III
## 348     Sometimes               Walking Overweight_Level_II
## 230.1          no            Automobile     Obesity_Type_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 77.1           no Public_Transportation Insufficient_Weight
## 591.1   Sometimes Public_Transportation Insufficient_Weight
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 156     Sometimes            Automobile       Normal_Weight
## 1326    Sometimes            Automobile      Obesity_Type_I
## 1687.1  Sometimes Public_Transportation     Obesity_Type_II
## 491.2   Sometimes Public_Transportation Overweight_Level_II
## 1496    Sometimes            Automobile      Obesity_Type_I
## 125.1          no Public_Transportation Overweight_Level_II
## 1359.1         no Public_Transportation      Obesity_Type_I
## 607     Sometimes Public_Transportation Insufficient_Weight
## 810.1   Sometimes Public_Transportation  Overweight_Level_I
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 1222.1         no Public_Transportation      Obesity_Type_I
## 335.1  Frequently Public_Transportation  Overweight_Level_I
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1375.2  Sometimes Public_Transportation      Obesity_Type_I
## 807     Sometimes Public_Transportation  Overweight_Level_I
## 1193           no Public_Transportation Overweight_Level_II
## 1471           no Public_Transportation      Obesity_Type_I
## 180.2   Sometimes Public_Transportation  Overweight_Level_I
## 1917    Sometimes Public_Transportation    Obesity_Type_III
## 830.1   Sometimes Public_Transportation  Overweight_Level_I
## 198     Sometimes                  Bike     Obesity_Type_II
## 1634    Sometimes            Automobile     Obesity_Type_II
## 1              no Public_Transportation       Normal_Weight
## 114.1          no               Walking       Normal_Weight
## 160.1  Frequently            Automobile Overweight_Level_II
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 810.2   Sometimes Public_Transportation  Overweight_Level_I
## 159     Sometimes            Automobile  Overweight_Level_I
## 566            no            Automobile Insufficient_Weight
## 94             no               Walking       Normal_Weight
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 1957    Sometimes Public_Transportation    Obesity_Type_III
## 456.1   Sometimes Public_Transportation       Normal_Weight
## 1651    Sometimes Public_Transportation     Obesity_Type_II
## 834.1   Sometimes Public_Transportation  Overweight_Level_I
## 931     Sometimes Public_Transportation  Overweight_Level_I
## 1507           no Public_Transportation      Obesity_Type_I
## 734.1   Sometimes Public_Transportation Insufficient_Weight
## 729            no            Automobile Insufficient_Weight
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 1685    Sometimes Public_Transportation     Obesity_Type_II
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 1045.1  Sometimes Public_Transportation Overweight_Level_II
## 715     Sometimes Public_Transportation Insufficient_Weight
## 1368           no Public_Transportation      Obesity_Type_I
## 157.1          no            Automobile       Normal_Weight
## 1263.1  Sometimes Public_Transportation      Obesity_Type_I
## 115    Frequently Public_Transportation       Normal_Weight
## 1762.1  Sometimes            Automobile     Obesity_Type_II
## 840     Sometimes Public_Transportation  Overweight_Level_I
## 1722           no            Automobile     Obesity_Type_II
## 852.2   Sometimes Public_Transportation  Overweight_Level_I
## 1797           no Public_Transportation     Obesity_Type_II
## 1569.2  Sometimes            Automobile     Obesity_Type_II
## 343     Sometimes Public_Transportation      Obesity_Type_I
## 579.2   Sometimes Public_Transportation Insufficient_Weight
## 878            no Public_Transportation  Overweight_Level_I
## 1155    Sometimes Public_Transportation Overweight_Level_II
## 146.1   Sometimes Public_Transportation  Overweight_Level_I
## 1904    Sometimes Public_Transportation    Obesity_Type_III
## 1640    Sometimes Public_Transportation     Obesity_Type_II
## 1600           no Public_Transportation     Obesity_Type_II
## 1604           no Public_Transportation     Obesity_Type_II
## 836     Sometimes            Automobile  Overweight_Level_I
## 655.2          no Public_Transportation Insufficient_Weight
## 1469           no Public_Transportation      Obesity_Type_I
## 1290           no Public_Transportation      Obesity_Type_I
## 839     Sometimes Public_Transportation  Overweight_Level_I
## 1332           no Public_Transportation      Obesity_Type_I
## 1605           no Public_Transportation     Obesity_Type_II
## 810.3   Sometimes Public_Transportation  Overweight_Level_I
## 736     Sometimes Public_Transportation Insufficient_Weight
## 985            no Public_Transportation Overweight_Level_II
## 1646.1  Sometimes Public_Transportation     Obesity_Type_II
## 1826.2  Sometimes Public_Transportation    Obesity_Type_III
## 95             no Public_Transportation       Normal_Weight
## 1636.2  Sometimes Public_Transportation     Obesity_Type_II
## 1985    Sometimes Public_Transportation    Obesity_Type_III
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 328     Sometimes Public_Transportation  Overweight_Level_I
## 498     Sometimes Public_Transportation       Normal_Weight
## 791     Sometimes Public_Transportation  Overweight_Level_I
## 778.1   Sometimes            Automobile  Overweight_Level_I
## 662.2   Sometimes Public_Transportation Insufficient_Weight
## 1320    Sometimes            Automobile      Obesity_Type_I
## 1047    Sometimes Public_Transportation Overweight_Level_II
## 158     Sometimes Public_Transportation       Normal_Weight
## 626     Sometimes Public_Transportation Insufficient_Weight
## 1159           no            Automobile Overweight_Level_II
## 779.1   Sometimes Public_Transportation  Overweight_Level_I
## 1532    Sometimes Public_Transportation     Obesity_Type_II
## 426.1   Sometimes Public_Transportation       Normal_Weight
## 1433           no Public_Transportation      Obesity_Type_I
## 1055    Sometimes Public_Transportation Overweight_Level_II
## 1394           no Public_Transportation      Obesity_Type_I
## 531     Sometimes Public_Transportation Insufficient_Weight
## 1119           no Public_Transportation Overweight_Level_II
## 1130.1         no Public_Transportation Overweight_Level_II
## 1997.1  Sometimes Public_Transportation    Obesity_Type_III
## 66             no Public_Transportation  Overweight_Level_I
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 513.1          no Public_Transportation Insufficient_Weight
## 304.1   Sometimes Public_Transportation       Normal_Weight
## 638            no            Automobile Insufficient_Weight
## 480     Sometimes Public_Transportation       Normal_Weight
## 534     Sometimes            Automobile Insufficient_Weight
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 1573    Sometimes            Automobile     Obesity_Type_II
## 2002.1  Sometimes Public_Transportation    Obesity_Type_III
## 452            no Public_Transportation       Normal_Weight
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 1065.2  Sometimes Public_Transportation Overweight_Level_II
## 34.1    Sometimes Public_Transportation Overweight_Level_II
## 693     Sometimes Public_Transportation Insufficient_Weight
## 827.1   Sometimes            Automobile  Overweight_Level_I
## 1961.1  Sometimes Public_Transportation    Obesity_Type_III
## 711     Sometimes Public_Transportation Insufficient_Weight
## 1080.1  Sometimes Public_Transportation Overweight_Level_II
## 349.1          no               Walking       Normal_Weight
## 2002.2  Sometimes Public_Transportation    Obesity_Type_III
## 1150    Sometimes Public_Transportation Overweight_Level_II
## 1838    Sometimes Public_Transportation    Obesity_Type_III
## 1733    Sometimes            Automobile     Obesity_Type_II
## 798            no Public_Transportation  Overweight_Level_I
## 1754.1  Sometimes Public_Transportation     Obesity_Type_II
## 494     Sometimes             Motorbike       Normal_Weight
## 1638.1  Sometimes            Automobile     Obesity_Type_II
## 733.2          no            Automobile Insufficient_Weight
## 293            no Public_Transportation       Normal_Weight
## 1975    Sometimes Public_Transportation    Obesity_Type_III
## 1136           no Public_Transportation Overweight_Level_II
## 1162           no Public_Transportation Overweight_Level_II
## 330.1   Sometimes Public_Transportation      Obesity_Type_I
## 318            no Public_Transportation       Normal_Weight
## 1150.1  Sometimes Public_Transportation Overweight_Level_II
## 1711           no Public_Transportation     Obesity_Type_II
## 1600.1         no Public_Transportation     Obesity_Type_II
## 1354.2         no Public_Transportation      Obesity_Type_I
## 362            no Public_Transportation      Obesity_Type_I
## 1383    Sometimes            Automobile      Obesity_Type_I
## 277.1          no Public_Transportation Insufficient_Weight
## 1861    Sometimes Public_Transportation    Obesity_Type_III
## 1814    Sometimes Public_Transportation    Obesity_Type_III
## 1211    Sometimes Public_Transportation      Obesity_Type_I
## 776            no Public_Transportation  Overweight_Level_I
## 2016.1  Sometimes Public_Transportation    Obesity_Type_III
## 1878    Sometimes Public_Transportation    Obesity_Type_III
## 1782.1         no Public_Transportation     Obesity_Type_II
## 1064           no            Automobile Overweight_Level_II
## 2106.1  Sometimes Public_Transportation    Obesity_Type_III
## 996     Sometimes Public_Transportation Overweight_Level_II
## 1614    Sometimes            Automobile     Obesity_Type_II
## 1732    Sometimes            Automobile     Obesity_Type_II
## 949.1   Sometimes            Automobile  Overweight_Level_I
## 834.2   Sometimes Public_Transportation  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 1947.1  Sometimes Public_Transportation    Obesity_Type_III
## 1290.1         no Public_Transportation      Obesity_Type_I
## 1924.1  Sometimes Public_Transportation    Obesity_Type_III
## 1052.1  Sometimes Public_Transportation Overweight_Level_II
## 1201    Sometimes            Automobile Overweight_Level_II
## 1425.2 Frequently            Automobile      Obesity_Type_I
## 1914    Sometimes Public_Transportation    Obesity_Type_III
## 1186           no            Automobile Overweight_Level_II
## 295     Sometimes Public_Transportation      Obesity_Type_I
## 1004   Frequently            Automobile Overweight_Level_II
## 193     Sometimes            Automobile  Overweight_Level_I
## 1893.1  Sometimes Public_Transportation    Obesity_Type_III
## 58.1           no Public_Transportation       Normal_Weight
## 46             no Public_Transportation Overweight_Level_II
## 1308           no Public_Transportation      Obesity_Type_I
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 2036.1  Sometimes Public_Transportation    Obesity_Type_III
## 1239           no Public_Transportation      Obesity_Type_I
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 1948.1  Sometimes Public_Transportation    Obesity_Type_III
## 577     Sometimes Public_Transportation Insufficient_Weight
## 1917.1  Sometimes Public_Transportation    Obesity_Type_III
## 1869.1  Sometimes Public_Transportation    Obesity_Type_III
## 1436    Sometimes Public_Transportation      Obesity_Type_I
## 995     Sometimes Public_Transportation Overweight_Level_II
## 1445           no Public_Transportation      Obesity_Type_I
## 908            no Public_Transportation  Overweight_Level_I
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 1561    Sometimes Public_Transportation     Obesity_Type_II
## 
## $DF_13
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 1409   Female 21.39280 1.641149  88.07918                            yes  yes
## 1516     Male 37.18679 1.704877 107.94747                            yes  yes
## 959      Male 19.85897 1.620000  69.57532                             no  yes
## 623    Female 18.00674 1.700000  50.00000                             no  yes
## 1092   Female 38.37806 1.678050  77.22457                            yes  yes
## 1927   Female 18.12074 1.807576 152.56767                            yes  yes
## 478    Female 18.00000 1.640000  56.00000                            yes  yes
## 283    Female 18.00000 1.620000  55.00000                            yes  yes
## 712    Female 18.09408 1.723328  50.00000                             no  yes
## 1679     Male 31.34750 1.868127 123.17221                            yes  yes
## 30       Male 23.00000 1.680000  70.00000                             no  yes
## 291      Male 16.00000 1.820000  71.00000                            yes  yes
## 1737     Male 26.69932 1.839941 119.95665                            yes  yes
## 1021   Female 25.48338 1.565288  64.84863                            yes   no
## 871    Female 35.48360 1.647514  73.91692                            yes   no
## 1672     Male 31.74382 1.677820 102.02206                            yes  yes
## 276    Female 18.00000 1.500000  50.00000                            yes  yes
## 400      Male 21.00000 1.650000  60.00000                             no   no
## 135      Male 30.00000 1.770000 109.00000                            yes  yes
## 2020   Female 25.99119 1.618348 104.94582                            yes  yes
## 1327   Female 40.70277 1.548403  80.00000                            yes  yes
## 961    Female 17.99272 1.618683  67.19358                            yes  yes
## 1689     Male 24.14904 1.824901 120.80572                            yes  yes
## 62       Male 20.00000 1.650000  58.00000                             no  yes
## 1475   Female 22.82968 1.616085  82.58295                            yes  yes
## 1867   Female 21.00960 1.714193 131.86673                            yes  yes
## 1994   Female 21.02899 1.748524 133.87884                            yes  yes
## 847    Female 21.00000 1.754497  77.95692                            yes  yes
## 1108   Female 37.20517 1.667469  80.99337                            yes  yes
## 1899   Female 19.47219 1.793824 160.93535                            yes  yes
## 201    Female 23.00000 1.630000  83.00000                            yes   no
## 1598     Male 24.00749 1.617655 100.94136                            yes  yes
## 1066     Male 21.37804 1.718534  80.00000                            yes  yes
## 711    Female 19.73597 1.699956  49.98297                             no  yes
## 1983   Female 25.52434 1.668931 104.76832                            yes  yes
## 2105   Female 21.68237 1.732383 133.04394                            yes  yes
## 2095   Female 26.00000 1.643892 111.88453                            yes  yes
## 402      Male 26.00000 1.830000  82.00000                             no  yes
## 1402   Female 39.12929 1.532643  77.55034                            yes  yes
## 1968   Female 25.95774 1.624140 102.23345                            yes  yes
## 1419   Female 37.97448 1.560215  80.00000                            yes  yes
## 2004   Female 26.00000 1.633195 111.88375                            yes  yes
## 1043   Female 36.31029 1.701397  83.00000                            yes  yes
## 1817   Female 24.26594 1.719365 114.51154                            yes  yes
## 1747     Male 25.75831 1.766547 115.45845                            yes  yes
## 1966   Female 23.71264 1.742901 132.80710                            yes  yes
## 493      Male 45.00000 1.700000  86.00000                             no  yes
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## 264      Male 23.00000 1.740000  53.00000                             no  yes
## 984.1    Male 29.95620 1.703688  82.20798                            yes  yes
## 499.1  Female 25.19621 1.686306 104.57271                            yes  yes
## 19.1   Female 30.00000 1.710000  82.00000                            yes  yes
## 1823   Female 24.49737 1.737056 132.52701                            yes  yes
## 855.1    Male 21.00000 1.712061  75.00000                            yes  yes
## 1300.1 Female 21.00805 1.650000  88.12654                            yes  yes
## 1369     Male 21.05202 1.693820  99.53097                            yes  yes
## 1360.1   Male 29.62280 1.814052 109.41162                            yes  yes
## 1133.1   Male 37.27530 1.746055  83.28223                            yes  yes
## 1433.1 Female 22.53893 1.603963  82.01264                            yes  yes
## 2079.2 Female 21.13153 1.739457 150.37757                            yes  yes
## 2029   Female 18.53283 1.750910 142.54518                            yes  yes
## 237    Female 21.00000 1.660000  59.00000                             no  yes
## 576.1  Female 17.76743 1.743790  50.00000                             no  yes
## 123.1    Male 21.00000 1.750000  50.00000                            yes   no
## 361      Male 20.00000 1.870000  75.00000                             no  yes
## 170.2  Female 45.00000 1.630000  77.00000                            yes  yes
## 1880.1 Female 19.26293 1.741014 132.57927                            yes  yes
## 118    Female 17.00000 1.700000  85.00000                            yes   no
## 313    Female 16.00000 1.600000  57.00000                             no  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 1409   2.607747 1.000414  Sometimes    no 3.000000  no 1.269169 1.460564
## 1516   2.549782 3.985442  Sometimes    no 1.000000  no 1.976582 0.000000
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 623    1.003566 3.238258 Frequently    no 1.014634  no 0.783676 1.000000
## 1092   2.444599 3.000000  Sometimes    no 1.029798  no 0.000000 0.000000
## 1927   3.000000 3.000000  Sometimes    no 2.164718  no 1.999631 0.941336
## 478    3.000000 3.000000 Frequently    no 1.000000 yes 1.000000 1.000000
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 712    1.052699 3.998618 Frequently    no 1.000000  no 2.000000 1.000000
## 1679   2.585942 3.000000  Sometimes    no 2.302506  no 0.597863 0.111925
## 30     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 291    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1737   2.244654 3.000000  Sometimes    no 2.795752  no 0.839481 0.000000
## 1021   2.000000 1.000000  Sometimes    no 1.000000  no 0.740633 0.000000
## 871    3.000000 2.725012  Sometimes    no 1.622440  no 0.902661 0.000000
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 276    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 400    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 2020   3.000000 3.000000  Sometimes    no 2.451260  no 0.043689 0.670402
## 1327   2.000000 3.000000  Sometimes    no 1.326165  no 0.000000 0.000000
## 961    1.952987 1.000000  Sometimes    no 1.334856 yes 0.732276 1.890214
## 1689   2.225149 3.000000  Sometimes    no 2.357978  no 1.943743 0.682128
## 62     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1475   2.663866 1.416309  Sometimes    no 2.379275  no 0.256323 0.598244
## 1867   3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 1994   3.000000 3.000000  Sometimes    no 2.868167  no 1.483720 0.835090
## 847    2.446872 2.372311  Sometimes    no 1.810310  no 0.094893 1.650778
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 1899   3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 1598   2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 1066   2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 2105   3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 2095   3.000000 3.000000  Sometimes    no 2.768141  no 0.000000 0.094213
## 402    2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1402   2.000000 3.000000  Sometimes    no 1.186996  no 0.000000 0.000000
## 1968   3.000000 3.000000  Sometimes    no 1.067716  no 0.030541 1.000000
## 1419   2.569075 2.463113  Sometimes    no 1.567366  no 0.359134 0.000000
## 2004   3.000000 3.000000  Sometimes    no 2.619517  no 0.000000 0.140368
## 1043   2.000000 1.000000  Sometimes    no 2.000000  no 1.472172 0.000000
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 1747   2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1966   3.000000 3.000000  Sometimes    no 2.856795  no 1.046463 0.586163
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1786   2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 994    2.512719 3.000000  Sometimes    no 1.131169  no 0.095389 1.000000
## 515    3.000000 2.581015 Frequently    no 2.654702  no 0.902095 0.000000
## 791    2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 263    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 847.1  2.446872 2.372311  Sometimes    no 1.810310  no 0.094893 1.650778
## 1725   2.679664 2.415522  Sometimes    no 1.000000  no 1.987296 0.000000
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 965    3.000000 2.401341  Sometimes    no 2.000000 yes 0.663896 1.753745
## 1015   2.694281 3.000000  Sometimes    no 2.653831  no 1.965820 0.891189
## 2068   3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1537   1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 25     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 234    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 530    3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 1896   3.000000 3.000000  Sometimes    no 1.000544  no 0.001297 1.000000
## 183    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 1236   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 348    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1230   2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 1970   3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 37     2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 2034   3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 215    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 485    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 466    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1722   2.310751 3.220181  Sometimes    no 1.006643  no 1.158040 0.000000
## 1788   2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 350    2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 2052   3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 737    2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 1439   2.000000 1.099151  Sometimes    no 1.687611  no 1.874662 0.000000
## 901    1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 1963   3.000000 3.000000  Sometimes    no 2.569713  no 0.000000 0.396972
## 1381   2.252698 2.475228  Sometimes    no 2.923856  no 2.165429 0.616045
## 1401   2.334474 1.496776  Sometimes    no 2.776724  no 0.782416 0.167728
## 25.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 21     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 1187   2.631650 2.982120  Sometimes    no 2.778587  no 2.667739 0.905181
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 454    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1624   2.303041 3.000000  Sometimes    no 2.065817  no 0.000000 0.725222
## 305    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 2059   3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 1770   1.624366 3.000000  Sometimes    no 2.081719  no 1.538922 0.356868
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 32     2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1682   2.535154 2.915921  Sometimes    no 1.892400  no 0.693732 0.067410
## 32.1   2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1719   1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 1292   2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 1988   3.000000 3.000000  Sometimes    no 2.704315  no 0.000000 0.322666
## 407    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1583   2.312528 3.000000  Sometimes    no 2.208068  no 1.076720 1.035711
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 1855   3.000000 3.000000  Sometimes    no 2.304716  no 0.826660 0.914492
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1710   2.766441 1.240424  Sometimes    no 1.413218  no 0.165269 0.862587
## 507    3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 632    1.005578 4.000000 Frequently    no 1.000000  no 1.683957 0.704978
## 328    3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 357    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1643   2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 1080   2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 989    2.000000 2.994800  Sometimes    no 1.290979  no 0.875990 0.854050
## 1256   2.000000 3.000000  Sometimes    no 2.715252  no 0.000000 0.621605
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1909   3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 869    2.539150 1.590982  Sometimes    no 1.977801  no 1.264616 0.000000
## 1037   2.846981 3.000000  Sometimes    no 2.877810  no 1.000000 0.429081
## 1412   3.000000 3.000000  Sometimes    no 1.911379  no 1.911096 1.032392
## 935    2.342323 3.608850  Sometimes    no 2.878866  no 2.000000 0.208323
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1558   2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 1577   2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 1782   2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 535    3.000000 3.000000 Frequently    no 2.000000  no 0.658894 1.000000
## 617    2.890535 3.907790 Frequently    no 1.109115  no 1.548953 0.555468
## 1589   1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 1732   2.671238 3.000000  Sometimes    no 2.145368  no 0.882709 0.593917
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 816    2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 287    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 709    1.694270 3.266644  Sometimes    no 1.095417  no 2.000000 1.000000
## 1671   1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 56     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1084   1.116068 2.449067  Sometimes    no 2.000000  no 0.926350 1.971170
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 1646   2.630137 3.000000  Sometimes    no 2.960088  no 1.356468 0.000000
## 700    2.910733 3.125440  Sometimes    no 2.204263  no 2.407906 1.403037
## 285    1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 135.1  3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 570    3.000000 3.000000 Frequently    no 2.025279  no 2.000000 0.152985
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1092.1 2.444599 3.000000  Sometimes    no 1.029798  no 0.000000 0.000000
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 1251   2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 486    1.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1581   2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 399    3.000000 1.000000     Always    no 1.000000  no 0.000000 0.000000
## 1969   3.000000 3.000000  Sometimes    no 1.029241  no 0.075776 1.000000
## 289    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 644    2.277436 3.502604  Sometimes    no 2.891713  no 1.696294 1.894902
## 180    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 1788.1 2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 1695   2.907542 3.000000  Sometimes    no 2.284494  no 0.647632 1.668318
## 1366   2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1389   2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 1839   3.000000 3.000000  Sometimes    no 2.417122  no 0.952725 0.573958
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 1069   2.000000 3.000000  Sometimes    no 2.000000  no 2.939733 1.692287
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 1330   2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 681    2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 1333   2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 4      3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2109   3.000000 3.000000  Sometimes    no 2.054193  no 1.414209 0.646288
## 2012   3.000000 3.000000  Sometimes    no 2.839069  no 1.231031 0.792496
## 1189   2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 225    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 1246   2.000000 3.000000  Sometimes    no 1.689793  no 1.464204 0.000000
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 1803   3.000000 3.000000  Sometimes    no 2.181811  no 1.995582 0.939665
## 495    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1130   2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 815    2.000000 2.799979  Sometimes    no 1.081333  no 0.444347 1.000000
## 185    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 588    1.592183 3.535016  Sometimes    no 1.086391  no 0.618913 1.000000
## 793    2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 1989   3.000000 3.000000  Sometimes    no 2.639816  no 0.000000 0.452236
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 1732.1 2.671238 3.000000  Sometimes    no 2.145368  no 0.882709 0.593917
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2082   3.000000 3.000000  Sometimes    no 2.748569  no 1.427037 0.902825
## 40     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1774   1.431346 3.000000  Sometimes    no 2.098959  no 1.110868 0.196952
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1041   2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1577.1 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 708    2.494451 3.565440  Sometimes    no 1.491268  no 1.951027 0.956204
## 170    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1824   3.000000 3.000000  Sometimes    no 1.003563  no 0.008127 1.000000
## 769    3.000000 3.000000  Sometimes    no 2.229171  no 1.607953 0.628059
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 1603   1.387489 3.000000  Sometimes    no 2.017712  no 0.000000 0.731257
## 380    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1191   2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 2057   3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 1786.1 2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 714    2.866383 1.226342 Frequently    no 1.000000  no 0.144950 0.000000
## 525    3.000000 2.857787 Frequently    no 1.000000  no 0.754646 0.000000
## 1965   3.000000 3.000000  Sometimes    no 1.837184  no 1.525165 0.926443
## 1603.1 1.387489 3.000000  Sometimes    no 2.017712  no 0.000000 0.731257
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 834    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 93     3.000000 4.000000 Frequently    no 3.000000 yes 3.000000 0.000000
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 1022   2.000000 1.474836  Sometimes    no 2.000000  no 0.274838 0.613902
## 86     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1281   3.000000 3.000000  Sometimes    no 2.858171  no 1.813318 0.680215
## 1534   3.000000 2.120936  Sometimes    no 1.000000  no 1.543386 0.890213
## 1970.1 3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 377    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 788    3.000000 2.809716  Sometimes    no 1.591425  no 0.178023 0.000000
## 1719.1 1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 608    2.000000 3.166450  Sometimes    no 2.278578  no 1.838881 2.000000
## 1743   2.911312 3.000000  Sometimes    no 2.501808  no 0.946760 0.785701
## 359    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 175    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 1405   2.000000 3.000000  Sometimes    no 2.183149  no 1.932386 0.212767
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 811    1.452524 3.950553         no    no 2.109858  no 0.508847 1.194633
## 939    2.780699 1.101404  Sometimes    no 1.579207  no 1.153775 0.000000
## 2091   3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 1921   3.000000 3.000000  Sometimes    no 1.032834  no 0.045250 0.922749
## 1967   3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 2028   3.000000 3.000000  Sometimes    no 2.472903  no 1.998047 0.840911
## 1755   2.347942 3.000000  Sometimes    no 2.730663  no 0.689371 0.188693
## 1992.1 3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1189.1 2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 1008   1.882235 1.240046  Sometimes    no 2.000000  no 0.000000 1.541493
## 394    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 321    3.000000 1.000000     Always    no 2.000000  no 1.000000 1.000000
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1579   2.744994 3.000000  Sometimes    no 2.478838  no 0.684487 0.677909
## 681.1  2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 37.1   2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 518    2.596579 1.105480 Frequently    no 1.490613  no 0.345684 0.000000
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1088   2.938031 1.532833  Sometimes    no 1.931242  no 0.525002 0.371941
## 367    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1725.1 2.679664 2.415522  Sometimes    no 1.000000  no 1.987296 0.000000
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 1666   2.870895 1.627555  Sometimes    no 1.375728  no 0.210181 1.163117
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 1533   3.000000 2.527510  Sometimes    no 1.645338  no 1.025438 0.000000
## 1793   2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 278    2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 391    2.000000 3.000000     Always    no 3.000000  no 0.000000 2.000000
## 360    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2024   3.000000 3.000000  Sometimes    no 2.833770  no 0.806422 0.672513
## 1739   2.068834 3.000000  Sometimes    no 2.543841  no 1.217993 0.038253
## 363    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1387   2.186322 2.900915  Sometimes    no 2.471033  no 0.256113 0.000000
## 170.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 656    3.000000 3.000000  Sometimes    no 2.924594 yes 1.352558 0.220087
## 872    2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 925    2.029634 3.000000  Sometimes    no 1.827515  no 0.480206 0.000000
## 20     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1669   1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 1389.1 2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1130.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 347    3.000000 3.000000     Always    no 1.000000  no 2.000000 0.000000
## 948    2.994480 3.000000  Sometimes    no 1.706568  no 0.784216 0.150969
## 1405.1 2.000000 3.000000  Sometimes    no 2.183149  no 1.932386 0.212767
## 633    2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 1587   2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 325    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1902   3.000000 3.000000  Sometimes    no 1.295436  no 0.282063 0.929356
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1546   2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 1640   2.392179 3.000000  Sometimes    no 2.164670  no 1.079934 1.073026
## 1598.1 2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 490    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 2015   3.000000 3.000000  Sometimes    no 2.864933  no 1.501647 0.786846
## 1782.1 2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 520    3.000000 3.000000  Sometimes    no 3.000000 yes 2.539762 1.283673
## 1899.1 3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 762    2.577427 1.000000  Sometimes    no 2.000000  no 2.287423 0.000000
## 1228   3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 739    3.000000 3.000000 Frequently    no 2.487919 yes 1.230441 0.000000
## 931    2.000000 3.156309         no    no 3.000000  no 1.179592 0.086868
## 792    1.620845 1.000000  Sometimes    no 2.000000 yes 0.926592 1.657098
## 1329   2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1753   2.637202 3.000000  Sometimes    no 2.966647  no 1.159598 0.758897
## 1184   3.000000 2.049908  Sometimes    no 1.999882  no 1.637368 0.107240
## 586    2.015258 3.300666  Sometimes    no 1.315608  no 0.069802 1.000000
## 1128   2.247704 3.053598  Sometimes    no 1.919629  no 0.408023 0.000000
## 722    1.642241 3.452590  Sometimes    no 1.099231  no 0.418875 1.000000
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1189.2 2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 1901   3.000000 3.000000  Sometimes    no 2.777557  no 0.000000 0.051858
## 1230.1 2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 1724   2.576490 2.187145  Sometimes    no 1.381070  no 1.928275 0.413663
## 202    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 875    2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 1713   2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 2095.1 3.000000 3.000000  Sometimes    no 2.768141  no 0.000000 0.094213
## 173    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 849    2.212320 4.000000  Sometimes    no 2.374044  no 2.000000 0.622638
## 1829   3.000000 3.000000  Sometimes    no 2.709140  no 0.000000 0.110518
## 2096   3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1264   2.036613 1.816980  Sometimes    no 1.930590  no 1.851404 0.000000
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 2010   3.000000 3.000000  Sometimes    no 1.322004  no 0.000000 0.539876
## 2069   3.000000 3.000000  Sometimes    no 2.909675  no 0.360908 0.573887
## 1393   2.640801 1.015488  Sometimes    no 2.022355  no 0.244749 0.289218
## 1291   2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 488    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1543   2.729890 3.000000  Sometimes    no 2.030084  no 0.592607 0.754417
## 1674   2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1939   3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1747.1 2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1384   1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 48     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 984    2.119643 3.292956  Sometimes    no 1.723372  no 0.000000 0.987102
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1693   2.111887 3.000000  Sometimes    no 2.357373  no 0.425621 1.416353
## 1508   2.000000 2.392811  Sometimes    no 2.000000  no 0.000000 1.809310
## 1158   2.182401 2.832018  Sometimes    no 2.456939  no 0.038809 0.524015
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 22     3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 1735.1 2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 227    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 580    2.440040 3.000000  Sometimes    no 2.000000  no 2.784471 1.000000
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 1323   2.977585 1.630506  Sometimes    no 2.839319  no 1.091474 0.889517
## 785    1.753750 1.296156  Sometimes    no 2.000000 yes 0.110174 1.944675
## 884    2.013782 2.625942  Sometimes    no 1.045586  no 0.553305 0.480214
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 2022   3.000000 3.000000  Sometimes    no 1.042989  no 0.097114 0.429540
## 616    2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 1460   2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 79     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1380.1 2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 546    2.000000 3.000000 Frequently    no 1.229915  no 0.619533 2.000000
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 1842   3.000000 3.000000  Sometimes    no 2.617988  no 0.000000 0.156187
## 939.1  2.780699 1.101404  Sometimes    no 1.579207  no 1.153775 0.000000
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1470   2.000000 1.202179  Sometimes    no 2.362930  no 1.000000 1.475740
## 1029   2.595128 1.619796  Sometimes    no 1.642251  no 0.662831 0.999268
## 1499   2.081238 3.000000  Sometimes    no 1.183630  no 1.171770 0.000000
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 2003   3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 133    3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 155    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 564    3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 1483   2.002564 1.974233  Sometimes    no 1.935398  no 1.649299 0.000000
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 989.1  2.000000 2.994800  Sometimes    no 1.290979  no 0.875990 0.854050
## 1193   1.837460 3.000000  Sometimes    no 2.000000  no 1.194519 1.212762
## 1838   3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 136    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1406   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1460.1 2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 459    2.000000 3.000000     Always    no 1.000000  no 1.000000 1.000000
## 826.1  2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 420    1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1602   1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 742    3.000000 1.000000 Frequently    no 1.764055  no 0.000000 0.560887
## 517    2.008760 1.737620 Frequently    no 1.792022  no 0.119643 0.000000
## 1405.2 2.000000 3.000000  Sometimes    no 2.183149  no 1.932386 0.212767
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 940    1.687569 2.756405  Sometimes    no 2.079131  no 2.931527 0.681730
## 234.1  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 828    2.869436 3.000000  Sometimes    no 2.972426  no 2.160790 0.305954
## 1643.1 2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 797    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 1064   2.598051 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1259   1.081585 2.870661  Sometimes    no 1.117560  no 0.000000 1.616826
## 1752   2.423291 3.000000  Sometimes    no 2.902682  no 1.243567 0.555591
## 726    1.118436 3.000000  Sometimes    no 1.997744  no 2.432443 1.626194
## 1269   2.000000 2.164839  Sometimes    no 2.094479  no 1.000000 0.676557
## 829    2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 799    2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 867    2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 1641   2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 469    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1079   2.000000 1.894384  Sometimes    no 2.000000  no 0.000000 0.000000
## 828.1  2.869436 3.000000  Sometimes    no 2.972426  no 2.160790 0.305954
## 1094   2.000000 1.104642  Sometimes    no 1.000000  no 0.000000 0.969097
## 1669.1 1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 60     2.000000 4.000000  Sometimes    no 3.000000  no 2.000000 2.000000
## 543    2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 2067   3.000000 3.000000  Sometimes    no 1.733306  no 1.773304 0.921136
## 1130.2 2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 1216   2.909853 1.000000  Sometimes    no 2.000000  no 1.308852 0.000000
## 1456   2.642744 3.000000  Sometimes    no 1.904054  no 1.645654 0.363549
## 278.1  2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 305.1  2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1026   3.000000 3.000000  Sometimes    no 2.981604  no 0.000000 0.000000
## 59     3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 664    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1322   2.150054 2.988539  Sometimes    no 2.768325  no 2.085150 0.000000
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1251.1 2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 1868   3.000000 3.000000  Sometimes    no 2.507461  no 0.000000 0.368472
## 1909.1 3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 19     3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 64     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 328.1  3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1139   2.303656 3.000000  Sometimes    no 1.163111  no 1.926381 1.119877
## 737.1  2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 1389.2 2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1395   2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 1010   2.067817 3.000000  Sometimes    no 1.082084  no 0.000000 1.922364
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 53     3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 530.1  3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1208   2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1915   3.000000 3.000000  Sometimes    no 2.511399  no 0.000000 0.258472
## 1312   2.467002 1.851088  Sometimes    no 2.104054  no 1.991565 0.000000
## 1525.1 2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1774.1 1.431346 3.000000  Sometimes    no 2.098959  no 1.110868 0.196952
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1086   3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 2007.1 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 1492   2.000000 2.379850  Sometimes    no 2.616138  no 1.000000 0.652485
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 2081   3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1802   3.000000 3.000000  Sometimes    no 2.838893  no 1.990317 0.735868
## 818    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 988    2.901924 1.124977  Sometimes    no 2.763820  no 0.855400 0.999183
## 1517   2.795086 2.129909  Sometimes    no 1.000000  no 1.989316 0.000000
## 276.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 884.1  2.013782 2.625942  Sometimes    no 1.045586  no 0.553305 0.480214
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1096.1 2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 120.1  3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1638   2.218599 3.000000  Sometimes    no 2.104337  no 0.766007 0.262118
## 630    2.478891 3.371832 Frequently    no 2.004126  no 2.000000 0.327376
## 525.1  3.000000 2.857787 Frequently    no 1.000000  no 0.754646 0.000000
## 1220   2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 217.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 767    3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 2061   3.000000 3.000000  Sometimes    no 2.609188  no 0.000000 0.174030
## 1774.2 1.431346 3.000000  Sometimes    no 2.098959  no 1.110868 0.196952
## 1115.1 2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 1466   2.490776 3.000000  Sometimes    no 2.654517  no 0.112454 0.756339
## 1824.1 3.000000 3.000000  Sometimes    no 1.003563  no 0.008127 1.000000
## 1866   3.000000 3.000000  Sometimes    no 1.945950  no 1.493018 0.906611
## 503.1  3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 1274   1.851262 3.000000  Sometimes    no 2.112670  no 0.388269 0.000000
## 367.1  2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1243   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2      3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 840    3.000000 3.000000  Sometimes    no 2.759246  no 1.763277 0.453314
## 609.1  1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1739.1 2.068834 3.000000  Sometimes    no 2.543841  no 1.217993 0.038253
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 155.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 519    2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 422    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 480.1  1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 777    2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 1590.1 2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 681.2  2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 48.1   1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 749    2.204914 3.623364  Sometimes    no 1.815293  no 0.989316 0.000000
## 1577.2 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 987    2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 1901.1 3.000000 3.000000  Sometimes    no 2.777557  no 0.000000 0.051858
## 183.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 886    2.000000 1.095223  Sometimes    no 2.474132  no 2.876696 0.793900
## 1916.1 3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 1772   2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 359.1  2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 936    1.874935 3.370362  Sometimes    no 2.558773  no 1.206121 0.271024
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 257    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1886   3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 1083   2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 1341   2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1128.1 2.247704 3.053598  Sometimes    no 1.919629  no 0.408023 0.000000
## 853    3.000000 1.000000  Sometimes    no 2.000000  no 2.877473 0.000000
## 1586   1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 703    2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 596    2.559600 4.000000  Sometimes    no 2.000000  no 2.000000 0.331483
## 905    2.000000 3.000000  Sometimes    no 1.968011  no 1.072662 0.776758
## 1941   3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 1038   2.650629 1.000000  Sometimes    no 1.708083  no 1.876051 0.938791
## 1284.1 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 1909.2 3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 1095.1 2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1512   2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 1119   3.000000 3.087119  Sometimes    no 2.000000  no 1.403872 1.000000
## 27.1   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 1306   2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 1310   2.450784 2.952821  Sometimes    no 1.335192  no 0.180276 0.000000
## 2038   3.000000 3.000000  Sometimes    no 2.609052  no 0.000000 0.548590
## 1693.1 2.111887 3.000000  Sometimes    no 2.357373  no 0.425621 1.416353
## 316    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 2106   3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 755    2.000000 1.737620  Sometimes    no 2.207978  no 2.641072 0.707044
## 2035   3.000000 3.000000  Sometimes    no 2.632253  no 0.000000 0.244205
## 1363   1.899793 3.000000  Sometimes    no 1.439962  no 0.952900 0.838847
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 2052.1 3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 596.1  2.559600 4.000000  Sometimes    no 2.000000  no 2.000000 0.331483
## 1129   2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 438    2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 1818   3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 391.1  2.000000 3.000000     Always    no 3.000000  no 0.000000 2.000000
## 1924   3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 134    3.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1622   2.877743 1.311797  Sometimes    no 1.000463  no 0.182249 1.431200
## 308    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 499    3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 609.2  1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 238    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1549   2.964319 3.000000  Sometimes    no 2.377257  no 0.614959 1.875023
## 1291.1 2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 1512.1 2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 1232   2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 950    3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 1181   2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 916    2.956671 2.965494  Sometimes    no 2.868132  no 0.000000 0.549250
## 84     3.000000 3.000000         no    no 3.000000 yes 2.000000 0.000000
## 1767   2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 844.1  2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 1817.1 3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 882    3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 284    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 1601   2.859097 1.340361  Sometimes    no 1.530508  no 0.174475 1.261705
## 1123   1.780746 1.471053  Sometimes    no 2.000000  no 0.467562 0.568668
## 1772.1 2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 585    2.000000 3.000000 Frequently    no 1.426874  no 2.202080 2.000000
## 2105.1 3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 903    2.843709 3.058539  Sometimes    no 1.130079  no 2.834373 0.044954
## 323    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 353.1  1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 1222   2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 1503   1.961069 3.000000  Sometimes    no 2.652327  no 0.569310 0.319008
## 1293   2.000000 3.000000  Sometimes    no 3.000000  no 0.603638 0.969085
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 1269.1 2.000000 2.164839  Sometimes    no 2.094479  no 1.000000 0.676557
## 1845   3.000000 3.000000  Sometimes    no 1.698767  no 0.000000 0.543960
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 907    2.000000 3.000000  Sometimes    no 1.362642  no 0.921268 0.139013
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 673    2.824559 3.000000  Sometimes    no 2.000000  no 0.533309 1.099764
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 954    2.388168 1.000000  Sometimes    no 1.438018 yes 0.110887 1.165817
## 1959   3.000000 3.000000  Sometimes    no 2.720050  no 0.000000 0.127443
## 1726   2.938687 2.138375  Sometimes    no 1.251715  no 1.181811 0.778375
## 419    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1380.2 2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1500   1.368978 3.000000  Sometimes    no 1.953152  no 0.104707 0.221830
## 144    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 705    2.627031 3.832911  Sometimes    no 2.993448  no 2.000000 1.425903
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 1771   1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1241   2.928234 1.458507  Sometimes    no 2.777379  no 0.354541 1.707018
## 974    2.000000 1.010319  Sometimes    no 1.319437  no 0.000000 1.626456
## 1739.2 2.068834 3.000000  Sometimes    no 2.543841  no 1.217993 0.038253
## 2045   3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 1194   1.936479 2.837388  Sometimes    no 2.159987  no 1.475772 0.646514
## 339    3.000000 1.000000  Sometimes    no 2.000000 yes 1.000000 2.000000
## 872.1  2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 114    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1053.1 2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 138    2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1070   2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 668    3.000000 3.263201  Sometimes    no 2.233274  no 1.557737 0.000355
## 369    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1161   2.000000 3.000000  Sometimes    no 2.000000  no 0.527341 2.000000
## 1570   2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 454.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 589    1.214980 1.717608  Sometimes    no 1.179942  no 0.684739 2.000000
## 1515.1 1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 87.1   2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 373    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1240   2.096630 2.879541  Sometimes    no 2.432967  no 1.887012 0.000000
## 616.1  2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 637.1  1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 576    1.344854 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1278   2.501236 3.000000  Sometimes    no 1.220331  no 0.245003 0.537202
## 1660   3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 710    1.601236 3.433908  Sometimes    no 1.055019  no 0.819269 1.030848
## 66     1.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 604    3.000000 1.000000 Frequently    no 1.387531  no 0.000000 0.466169
## 1133   2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 801    2.000000 1.131695  Sometimes    no 1.344539  no 0.000000 1.592570
## 668.1  3.000000 3.263201  Sometimes    no 2.233274  no 1.557737 0.000355
## 1017   2.821977 2.044035  Sometimes    no 1.954968  no 1.000000 0.854536
## 792.1  1.620845 1.000000  Sometimes    no 2.000000 yes 0.926592 1.657098
## 1220.1 2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 662    2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 461    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 41     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 1106   1.588782 2.601675  Sometimes    no 2.469469  no 1.736538 1.886855
## 1055   2.000000 1.178708  Sometimes    no 1.791286  no 0.893362 0.276364
## 1386   2.522183 1.326982  Sometimes    no 1.872673  no 1.048507 0.000000
## 1743.1 2.911312 3.000000  Sometimes    no 2.501808  no 0.946760 0.785701
## 1997   3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 2034.1 3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 90     3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1637   2.002076 3.000000  Sometimes    no 2.338373  no 0.897562 0.081156
## 1879   3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 1095.2 2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1278.1 2.501236 3.000000  Sometimes    no 1.220331  no 0.245003 0.537202
## 684    1.140615 3.471536  Sometimes    no 1.000000  no 2.000000 1.000000
## 53.1   3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 801.1  2.000000 1.131695  Sometimes    no 1.344539  no 0.000000 1.592570
## 1674.1 2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 1833   3.000000 3.000000  Sometimes    no 1.154698  no 1.718360 0.959218
## 48.2   1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 1807   3.000000 3.000000  Sometimes    no 1.471664  no 0.143955 0.444532
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 562.1  2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1698   1.893428 3.000000  Sometimes    no 2.000000  no 1.917383 0.936480
## 1447   2.121909 3.000000  Sometimes    no 2.500556  no 1.207580 0.000000
## 409    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 427    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1597.1 2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 1497   2.465575 2.935381  Sometimes    no 2.480555  no 1.001830 1.670313
## 1188   2.000000 1.009426  Sometimes    no 2.136398  no 1.060349 0.000000
## 2051   3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 1141   1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 995.1  1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1568.1 2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 987.1  2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 443    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 948.1  2.994480 3.000000  Sometimes    no 1.706568  no 0.784216 0.150969
## 1586.1 1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 805    2.652958 2.488189  Sometimes    no 2.000000  no 2.000000 0.096614
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 1563   2.305349 3.169089  Sometimes    no 1.021610  no 0.908981 0.000000
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1273.1 1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 1341.1 2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 1461   2.393837 3.000000  Sometimes    no 2.014990  no 0.978815 0.413220
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 716    2.432886 3.000000  Sometimes    no 2.000000  no 2.697949 1.000000
## 909.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 404    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 497    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 2008   3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 402.1  2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 668.2  3.000000 3.263201  Sometimes    no 2.233274  no 1.557737 0.000355
## 2006   3.000000 3.000000  Sometimes    no 2.552388  no 0.000000 0.196288
## 794    2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1519   2.000000 3.000000  Sometimes    no 1.984323  no 0.793262 0.000000
## 369.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1825   3.000000 3.000000  Sometimes    no 1.077253  no 0.162083 0.824607
## 216    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 105    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1260   2.587789 1.482103  Sometimes    no 1.911664  no 0.000000 0.128681
## 1521   2.962415 3.000000  Sometimes    no 2.172649  no 1.097905 0.000000
## 538    2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 2078   3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 2099.1 3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 93.1   3.000000 4.000000 Frequently    no 3.000000 yes 3.000000 0.000000
## 189    3.000000 1.000000         no    no 3.000000  no 3.000000 1.000000
## 2014   3.000000 3.000000  Sometimes    no 2.858389  no 1.444382 0.713823
## 1142   2.000000 2.815255  Sometimes    no 1.622214  no 0.463891 1.462664
## 1646.1 2.630137 3.000000  Sometimes    no 2.960088  no 1.356468 0.000000
## 1491   2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 1729.1 2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 480.2  1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 441.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 685    2.562409 3.488342  Sometimes    no 1.670620  no 2.000000 1.000000
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 641    3.000000 2.893778 Frequently    no 1.000000 yes 0.769726 0.000000
## 426    2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 219    1.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 556    2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 1084.1 1.116068 2.449067  Sometimes    no 2.000000  no 0.926350 1.971170
## 399.1  3.000000 1.000000     Always    no 1.000000  no 0.000000 0.000000
## 1490   2.000000 3.000000  Sometimes    no 2.090413  no 0.000000 0.000000
## 1551   1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 1966.1 3.000000 3.000000  Sometimes    no 2.856795  no 1.046463 0.586163
## 1645   2.765063 3.000000  Sometimes    no 2.867206  no 0.706777 0.677909
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 343    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1547   3.000000 3.000000  Sometimes    no 3.000000  no 1.110215 0.396352
## 1779   2.240757 2.911568  Sometimes    no 1.895876  no 0.822186 0.000000
## 2094   3.000000 3.000000  Sometimes    no 2.786780  no 0.000000 0.097760
## 1573   2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 1717   2.100177 3.000000  Sometimes    no 2.099687  no 1.281165 0.247332
## 1625   2.323003 3.000000  Sometimes    no 2.155558  no 0.000000 1.251554
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1479.1 2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 438.1  2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 1029.1 2.595128 1.619796  Sometimes    no 1.642251  no 0.662831 0.999268
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 260    1.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 453    3.000000 3.000000         no    no 2.000000  no 2.000000 1.000000
## 116    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 794.1  2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 549    2.205439 3.000000  Sometimes    no 1.530531  no 2.000000 1.000000
## 191    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 950.1  3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 956    3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 464    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 235    2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 1992.2 3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1060   2.000000 3.000000  Sometimes    no 2.641642  no 0.285889 1.503010
## 1113   2.923433 1.338033  Sometimes    no 1.944095  no 1.931829 1.000000
## 604.1  3.000000 1.000000 Frequently    no 1.387531  no 0.000000 0.466169
## 2002.1 3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 2079   3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 2058   3.000000 3.000000  Sometimes    no 2.638896  no 0.000000 0.224559
## 1008.1 1.882235 1.240046  Sometimes    no 2.000000  no 0.000000 1.541493
## 1390   1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 200    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 972    2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1548   2.758394 3.000000  Sometimes    no 2.161303  no 0.428173 0.716327
## 285.1  1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1273.2 1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 508.1  2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 1939.1 3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 873.1  2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1645.1 2.765063 3.000000  Sometimes    no 2.867206  no 0.706777 0.677909
## 1374   3.000000 3.000000  Sometimes    no 2.110611  no 1.890907 1.584830
## 1453   2.000000 3.000000  Sometimes    no 1.025275  no 0.002030 0.175587
## 472    2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 1175   2.333503 1.820779  Sometimes    no 2.559265  no 1.327193 0.481357
## 543.1  2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 1390.1 1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 160    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2059.1 3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 1936   3.000000 3.000000  Sometimes    no 1.484938  no 0.742250 0.604692
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 1264.1 2.036613 1.816980  Sometimes    no 1.930590  no 1.851404 0.000000
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1839.1 3.000000 3.000000  Sometimes    no 2.417122  no 0.952725 0.573958
## 821.1  2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 1692   2.519592 3.000000  Sometimes    no 2.229145  no 0.350717 1.140348
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 1269.2 2.000000 2.164839  Sometimes    no 2.094479  no 1.000000 0.676557
## 340    2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 882.1  3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 364    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 1676   2.499626 3.000000  Sometimes   yes 1.125338  no 0.945220 1.022505
## 578    2.725282 1.259803 Frequently    no 1.000000  no 1.374670 0.000000
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 941    2.000000 3.000000  Sometimes    no 1.081597  no 1.000000 0.000000
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1201   2.399531 2.623079  Sometimes    no 2.535127  no 1.030752 0.606264
## 53.2   3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 836    2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 1354   2.000000 2.391753  Sometimes    no 2.000000  no 0.000000 1.119877
## 78     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 998    2.000000 2.256119  Sometimes    no 1.142873  no 0.807076 1.611271
## 763    2.000000 1.000000         no    no 2.803311  no 0.245354 0.000000
## 1081   3.000000 3.000000  Sometimes    no 1.507638  no 1.824340 1.000000
## 912    1.766849 3.322522  Sometimes    no 2.616285  no 0.943058 0.256977
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 87.2   2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1706   3.000000 2.280545  Sometimes    no 1.591597  no 0.932783 0.000000
## 1450   2.000000 1.000000  Sometimes    no 2.000000  no 0.402614 0.000000
## 1999   3.000000 3.000000  Sometimes    no 2.351193  no 1.051889 0.686491
## 1395.1 2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 963    2.908757 2.696051  Sometimes    no 1.622827 yes 0.539952 0.001096
## 428    3.000000 3.000000         no    no 2.000000  no 3.000000 0.000000
## 1198.1 2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 880    2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 1270   2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 956.1  3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 1581.1 2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 507.1  3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 96.1   3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 370    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 1292.1 2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 510    2.450218 3.995147  Sometimes    no 2.147746  no 2.000000 0.589980
## 2099.2 3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 404.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 346    3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 1785   3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 454.2  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1491.1 2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 2079.1 3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 1484   2.000000 2.880794  Sometimes    no 1.618370  no 0.120165 0.000000
## 1542   2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 1639   2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 1481   2.000000 3.000000  Sometimes    no 3.000000  no 0.987591 1.914531
## 1897   3.000000 3.000000  Sometimes    no 1.005864  no 0.020060 0.695838
## 1570.1 2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 558    2.596364 3.000000  Sometimes    no 2.000000  no 0.281734 1.488372
## 2076   3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 1115.2 2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 855    2.000000 3.000000  Sometimes    no 1.333707  no 1.000000 0.000000
## 1991.1 3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 842    2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 1485.1 2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 350.1  2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 668.3  3.000000 3.263201  Sometimes    no 2.233274  no 1.557737 0.000355
## 587.1  1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 1071.1 2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 209    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 372    3.000000 1.000000     Always    no 2.000000 yes 1.000000 2.000000
## 334    3.000000 4.000000     Always    no 3.000000 yes 3.000000 0.000000
## 1999.1 3.000000 3.000000  Sometimes    no 2.351193  no 1.051889 0.686491
## 1043.1 2.000000 1.000000  Sometimes    no 2.000000  no 1.472172 0.000000
## 222    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1096.2 2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1806   3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 1275   2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 1165   2.000000 1.000000  Sometimes    no 1.278578  no 0.021120 0.000000
## 1935.1 3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 799.1  2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 1598.2 2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 1174   2.086898 1.818026  Sometimes    no 2.088929  no 0.305422 1.040787
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 1331   2.000000 1.000000  Sometimes    no 2.000000  no 0.852446 0.000000
## 694    2.853513 3.000000  Sometimes    no 2.000000  no 0.680464 1.258881
## 1360   2.407817 2.070033  Sometimes    no 1.796257  no 1.234483 0.178708
## 457    3.000000 1.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 321.1  3.000000 1.000000     Always    no 2.000000  no 1.000000 1.000000
## 1586.2 1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 249    3.000000 3.000000     Always    no 3.000000 yes 3.000000 0.000000
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 1533.1 3.000000 2.527510  Sometimes    no 1.645338  no 1.025438 0.000000
## 2108   3.000000 3.000000  Sometimes    no 2.005130  no 1.341390 0.599270
## 1468   2.000000 1.248840  Sometimes    no 2.416213  no 1.000000 1.546738
## 1713.1 2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 102    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 609.3  1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1294   2.060922 2.933409  Sometimes    no 2.235282  no 0.380633 0.002600
## 438.2  2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 917    2.002796 3.000000  Sometimes    no 2.526775  no 0.271174 0.806069
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 1577.3 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 279    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1358   2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 2043   3.000000 3.000000  Sometimes    no 1.299194  no 0.234303 0.946888
## 954.1  2.388168 1.000000  Sometimes    no 1.438018 yes 0.110887 1.165817
## 143    2.000000 3.000000 Frequently   yes 1.000000  no 1.000000 1.000000
## 863    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.018877
## 1760   2.766612 3.000000  Sometimes    no 2.173417  no 1.089344 1.198439
## 774    2.108711 3.000000  Sometimes    no 2.746197  no 1.910432 0.000000
## 1726.1 2.938687 2.138375  Sometimes    no 1.251715  no 1.181811 0.778375
## 1793.1 2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 2072   3.000000 3.000000  Sometimes    no 2.411582  no 0.985287 0.675076
## 835    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 384    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 2017   3.000000 3.000000  Sometimes    no 1.000536  no 0.005939 0.566353
## 621    2.530066 3.000000  Sometimes    no 1.965237  no 2.000000 1.000000
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 494    2.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 32.2   2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 826.2  2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 1589.1 1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 791.1  2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 4.1    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 925.1  2.029634 3.000000  Sometimes    no 1.827515  no 0.480206 0.000000
## 1416   1.492834 3.000000  Sometimes    no 1.005367  no 0.922739 0.733221
## 239    3.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 800    2.000000 1.146794  Sometimes    no 3.000000  no 1.809745 1.690102
## 2009   3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 1756.1 2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 634    2.842102 3.341750  Sometimes    no 2.000000  no 2.511157 0.560351
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 550    2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 168    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1091   2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 875.1  2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 387    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 2.000000
## 2031.1 3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1209   2.076689 3.000000  Sometimes    no 1.026729  no 0.647798 0.000000
## 1573.1 2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 1842.1 3.000000 3.000000  Sometimes    no 2.617988  no 0.000000 0.156187
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 367.2  2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1456.1 2.642744 3.000000  Sometimes    no 1.904054  no 1.645654 0.363549
## 351    2.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 1244.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 659.1  2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 1274.1 1.851262 3.000000  Sometimes    no 2.112670  no 0.388269 0.000000
## 62.1   2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 876    1.314150 1.068196  Sometimes    no 1.364957 yes 0.000000 0.057926
## 307    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1580   2.630137 2.806298  Sometimes    no 1.970508  no 1.304291 0.000000
## 1500.1 1.368978 3.000000  Sometimes    no 1.953152  no 0.104707 0.221830
## 77.1   2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1333.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 794.2  2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 754.1  2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1488   2.000000 3.000000  Sometimes    no 1.440526  no 0.000000 0.000000
## 1935.2 3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 219.1  1.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 999    2.000000 3.000000  Sometimes    no 2.020424  no 0.000000 1.000000
## 1876   3.000000 3.000000  Sometimes    no 2.501638  no 1.546179 0.664880
## 1345   2.000000 1.548407  Sometimes    no 2.191401  no 1.000000 1.676944
## 857    2.000000 3.000000  Sometimes    no 2.000000  no 1.722053 0.000000
## 1955   3.000000 3.000000  Sometimes    no 2.987718  no 0.387074 0.283804
## 134.1  3.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 2076.1 3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 1909.3 3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 410    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1699   2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 1497.1 2.465575 2.935381  Sometimes    no 2.480555  no 1.001830 1.670313
## 714.1  2.866383 1.226342 Frequently    no 1.000000  no 0.144950 0.000000
## 264    2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 984.1  2.119643 3.292956  Sometimes    no 1.723372  no 0.000000 0.987102
## 499.1  3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 19.1   3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 1823   3.000000 3.000000  Sometimes    no 2.865590  no 0.973864 0.583450
## 855.1  2.000000 3.000000  Sometimes    no 1.333707  no 1.000000 0.000000
## 1300.1 2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1369   2.000000 1.672751  Sometimes    no 2.000000  no 0.000000 1.946173
## 1360.1 2.407817 2.070033  Sometimes    no 1.796257  no 1.234483 0.178708
## 1133.1 2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 1433.1 1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 2079.2 3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 2029   3.000000 3.000000  Sometimes    no 2.372058  no 1.324805 0.870795
## 237    1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 576.1  1.344854 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 123.1  3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 361    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 170.2  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1880.1 3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 313    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 0.000000
##              CALC                MTRANS          NObeyesdad
## 1409           no Public_Transportation      Obesity_Type_I
## 1516           no Public_Transportation     Obesity_Type_II
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 623     Sometimes Public_Transportation Insufficient_Weight
## 1092           no            Automobile Overweight_Level_II
## 1927    Sometimes Public_Transportation    Obesity_Type_III
## 478            no Public_Transportation       Normal_Weight
## 283            no Public_Transportation       Normal_Weight
## 712     Sometimes Public_Transportation Insufficient_Weight
## 1679    Sometimes Public_Transportation     Obesity_Type_II
## 30     Frequently               Walking       Normal_Weight
## 291     Sometimes Public_Transportation       Normal_Weight
## 1737    Sometimes Public_Transportation     Obesity_Type_II
## 1021           no Public_Transportation Overweight_Level_II
## 871     Sometimes            Automobile  Overweight_Level_I
## 1672           no Public_Transportation     Obesity_Type_II
## 276     Sometimes Public_Transportation       Normal_Weight
## 400     Sometimes             Motorbike       Normal_Weight
## 135     Sometimes            Automobile      Obesity_Type_I
## 2020    Sometimes Public_Transportation    Obesity_Type_III
## 1327    Sometimes            Automobile      Obesity_Type_I
## 961            no Public_Transportation  Overweight_Level_I
## 1689    Sometimes Public_Transportation     Obesity_Type_II
## 62      Sometimes Public_Transportation       Normal_Weight
## 1475           no Public_Transportation      Obesity_Type_I
## 1867    Sometimes Public_Transportation    Obesity_Type_III
## 1994    Sometimes Public_Transportation    Obesity_Type_III
## 847     Sometimes Public_Transportation  Overweight_Level_I
## 1108           no            Automobile Overweight_Level_II
## 1899    Sometimes Public_Transportation    Obesity_Type_III
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 1598           no Public_Transportation     Obesity_Type_II
## 1066           no Public_Transportation Overweight_Level_II
## 711     Sometimes Public_Transportation Insufficient_Weight
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 2105    Sometimes Public_Transportation    Obesity_Type_III
## 2095    Sometimes Public_Transportation    Obesity_Type_III
## 402     Sometimes Public_Transportation       Normal_Weight
## 1402    Sometimes            Automobile      Obesity_Type_I
## 1968    Sometimes Public_Transportation    Obesity_Type_III
## 1419    Sometimes            Automobile      Obesity_Type_I
## 2004    Sometimes Public_Transportation    Obesity_Type_III
## 1043           no            Automobile Overweight_Level_II
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 1747    Sometimes Public_Transportation     Obesity_Type_II
## 1966    Sometimes Public_Transportation    Obesity_Type_III
## 493            no            Automobile Overweight_Level_II
## 1786    Sometimes Public_Transportation     Obesity_Type_II
## 994            no Public_Transportation Overweight_Level_II
## 515            no Public_Transportation Insufficient_Weight
## 791     Sometimes Public_Transportation  Overweight_Level_I
## 263     Sometimes Public_Transportation       Normal_Weight
## 847.1   Sometimes Public_Transportation  Overweight_Level_I
## 1725           no Public_Transportation     Obesity_Type_II
## 979     Sometimes Public_Transportation Overweight_Level_II
## 1095           no Public_Transportation Overweight_Level_II
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 965     Sometimes Public_Transportation  Overweight_Level_I
## 1015           no            Automobile Overweight_Level_II
## 2068    Sometimes Public_Transportation    Obesity_Type_III
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 1537    Sometimes            Automobile     Obesity_Type_II
## 25      Sometimes Public_Transportation       Normal_Weight
## 234     Sometimes            Automobile Overweight_Level_II
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 530     Sometimes Public_Transportation Insufficient_Weight
## 1896    Sometimes Public_Transportation    Obesity_Type_III
## 183            no Public_Transportation Insufficient_Weight
## 76             no Public_Transportation Insufficient_Weight
## 1236           no Public_Transportation      Obesity_Type_I
## 348     Sometimes               Walking Overweight_Level_II
## 1230    Sometimes            Automobile      Obesity_Type_I
## 1970    Sometimes Public_Transportation    Obesity_Type_III
## 37             no               Walking       Normal_Weight
## 2034    Sometimes Public_Transportation    Obesity_Type_III
## 215     Sometimes Public_Transportation       Normal_Weight
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 485            no            Automobile Overweight_Level_II
## 466     Sometimes Public_Transportation       Normal_Weight
## 1722           no            Automobile     Obesity_Type_II
## 1788    Sometimes Public_Transportation     Obesity_Type_II
## 350     Sometimes Public_Transportation      Obesity_Type_I
## 2052    Sometimes Public_Transportation    Obesity_Type_III
## 737     Sometimes Public_Transportation Insufficient_Weight
## 1439    Sometimes            Automobile      Obesity_Type_I
## 901     Sometimes Public_Transportation  Overweight_Level_I
## 265     Sometimes            Automobile       Normal_Weight
## 1963    Sometimes Public_Transportation    Obesity_Type_III
## 1381   Frequently            Automobile      Obesity_Type_I
## 1401           no Public_Transportation      Obesity_Type_I
## 25.1    Sometimes Public_Transportation       Normal_Weight
## 21             no               Walking Overweight_Level_II
## 1187           no            Automobile Overweight_Level_II
## 304     Sometimes Public_Transportation       Normal_Weight
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 639            no            Automobile Insufficient_Weight
## 454     Sometimes            Automobile       Normal_Weight
## 1624    Sometimes            Automobile     Obesity_Type_II
## 305     Sometimes Public_Transportation  Overweight_Level_I
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 1797           no Public_Transportation     Obesity_Type_II
## 2059    Sometimes Public_Transportation    Obesity_Type_III
## 1770    Sometimes Public_Transportation     Obesity_Type_II
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 32      Sometimes Public_Transportation Overweight_Level_II
## 1682    Sometimes            Automobile     Obesity_Type_II
## 32.1    Sometimes Public_Transportation Overweight_Level_II
## 1719    Sometimes Public_Transportation     Obesity_Type_II
## 1292           no Public_Transportation      Obesity_Type_I
## 1988    Sometimes Public_Transportation    Obesity_Type_III
## 407     Sometimes            Automobile       Normal_Weight
## 1583    Sometimes            Automobile     Obesity_Type_II
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 1855    Sometimes Public_Transportation    Obesity_Type_III
## 826     Sometimes            Automobile  Overweight_Level_I
## 562     Sometimes Public_Transportation Insufficient_Weight
## 1710           no Public_Transportation     Obesity_Type_II
## 507     Sometimes Public_Transportation    Obesity_Type_III
## 632     Sometimes Public_Transportation Insufficient_Weight
## 328     Sometimes Public_Transportation  Overweight_Level_I
## 357            no               Walking Insufficient_Weight
## 1643    Sometimes            Automobile     Obesity_Type_II
## 1080    Sometimes Public_Transportation Overweight_Level_II
## 989     Sometimes            Automobile Overweight_Level_II
## 1256           no Public_Transportation      Obesity_Type_I
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 1909    Sometimes Public_Transportation    Obesity_Type_III
## 869     Sometimes Public_Transportation  Overweight_Level_I
## 1037    Sometimes Public_Transportation Overweight_Level_II
## 1412    Sometimes Public_Transportation      Obesity_Type_I
## 935     Sometimes Public_Transportation  Overweight_Level_I
## 77             no Public_Transportation Insufficient_Weight
## 1558    Sometimes            Automobile     Obesity_Type_II
## 1577    Sometimes            Automobile     Obesity_Type_II
## 1782           no Public_Transportation     Obesity_Type_II
## 535            no Public_Transportation Insufficient_Weight
## 617            no Public_Transportation Insufficient_Weight
## 1589    Sometimes Public_Transportation     Obesity_Type_II
## 1732    Sometimes            Automobile     Obesity_Type_II
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 1781           no Public_Transportation     Obesity_Type_II
## 816     Sometimes Public_Transportation  Overweight_Level_I
## 287     Sometimes Public_Transportation       Normal_Weight
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 709     Sometimes Public_Transportation Insufficient_Weight
## 1671    Sometimes Public_Transportation     Obesity_Type_II
## 56      Sometimes            Automobile       Normal_Weight
## 1084    Sometimes Public_Transportation Overweight_Level_II
## 1273    Sometimes            Automobile      Obesity_Type_I
## 1646    Sometimes Public_Transportation     Obesity_Type_II
## 700     Sometimes Public_Transportation Insufficient_Weight
## 285     Sometimes Public_Transportation       Normal_Weight
## 135.1   Sometimes            Automobile      Obesity_Type_I
## 570            no Public_Transportation Insufficient_Weight
## 6       Sometimes            Automobile       Normal_Weight
## 1092.1         no            Automobile Overweight_Level_II
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 637     Sometimes Public_Transportation Insufficient_Weight
## 1251    Sometimes Public_Transportation      Obesity_Type_I
## 486     Sometimes Public_Transportation       Normal_Weight
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1581    Sometimes Public_Transportation     Obesity_Type_II
## 399     Sometimes Public_Transportation     Obesity_Type_II
## 1969    Sometimes Public_Transportation    Obesity_Type_III
## 289            no Public_Transportation       Normal_Weight
## 644            no Public_Transportation Insufficient_Weight
## 180     Sometimes Public_Transportation  Overweight_Level_I
## 1053           no            Automobile Overweight_Level_II
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 1788.1  Sometimes Public_Transportation     Obesity_Type_II
## 1695    Sometimes            Automobile     Obesity_Type_II
## 1366           no Public_Transportation      Obesity_Type_I
## 1389           no            Automobile      Obesity_Type_I
## 1839    Sometimes Public_Transportation    Obesity_Type_III
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 1069           no Public_Transportation Overweight_Level_II
## 1353    Sometimes            Automobile      Obesity_Type_I
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 1330           no Public_Transportation      Obesity_Type_I
## 681            no Public_Transportation Insufficient_Weight
## 1333           no Public_Transportation      Obesity_Type_I
## 4      Frequently               Walking  Overweight_Level_I
## 2109    Sometimes Public_Transportation    Obesity_Type_III
## 2012    Sometimes Public_Transportation    Obesity_Type_III
## 1189    Sometimes Public_Transportation Overweight_Level_II
## 225            no Public_Transportation      Obesity_Type_I
## 1535           no Public_Transportation     Obesity_Type_II
## 1246           no Public_Transportation      Obesity_Type_I
## 1515           no            Automobile     Obesity_Type_II
## 103     Sometimes            Automobile       Normal_Weight
## 1803    Sometimes Public_Transportation    Obesity_Type_III
## 495     Sometimes Public_Transportation       Normal_Weight
## 1130           no Public_Transportation Overweight_Level_II
## 815     Sometimes Public_Transportation  Overweight_Level_I
## 185     Sometimes Public_Transportation  Overweight_Level_I
## 1255           no Public_Transportation      Obesity_Type_I
## 588     Sometimes Public_Transportation Insufficient_Weight
## 793            no Public_Transportation  Overweight_Level_I
## 1989    Sometimes Public_Transportation    Obesity_Type_III
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 1732.1  Sometimes            Automobile     Obesity_Type_II
## 213            no Public_Transportation Overweight_Level_II
## 2082    Sometimes Public_Transportation    Obesity_Type_III
## 40      Sometimes Public_Transportation Overweight_Level_II
## 1774    Sometimes Public_Transportation     Obesity_Type_II
## 1629           no            Automobile     Obesity_Type_II
## 1425   Frequently            Automobile      Obesity_Type_I
## 1041           no            Automobile Overweight_Level_II
## 1577.1  Sometimes            Automobile     Obesity_Type_II
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 708     Sometimes Public_Transportation Insufficient_Weight
## 170            no            Automobile Overweight_Level_II
## 1824    Sometimes Public_Transportation    Obesity_Type_III
## 769     Sometimes Public_Transportation  Overweight_Level_I
## 682            no Public_Transportation Insufficient_Weight
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 1603    Sometimes            Automobile     Obesity_Type_II
## 380     Sometimes               Walking       Normal_Weight
## 1191    Sometimes            Automobile Overweight_Level_II
## 2057    Sometimes Public_Transportation    Obesity_Type_III
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 1786.1  Sometimes Public_Transportation     Obesity_Type_II
## 819    Frequently Public_Transportation  Overweight_Level_I
## 714     Sometimes Public_Transportation Insufficient_Weight
## 525     Sometimes Public_Transportation Insufficient_Weight
## 1965    Sometimes Public_Transportation    Obesity_Type_III
## 1603.1  Sometimes            Automobile     Obesity_Type_II
## 821     Sometimes            Automobile  Overweight_Level_I
## 834     Sometimes Public_Transportation  Overweight_Level_I
## 93     Frequently               Walking  Overweight_Level_I
## 676     Sometimes Public_Transportation Insufficient_Weight
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 1022           no Public_Transportation Overweight_Level_II
## 86             no Public_Transportation       Normal_Weight
## 87             no Public_Transportation       Normal_Weight
## 1281    Sometimes Public_Transportation      Obesity_Type_I
## 1534           no Public_Transportation     Obesity_Type_II
## 1970.1  Sometimes Public_Transportation    Obesity_Type_III
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 377     Sometimes            Automobile       Normal_Weight
## 788     Sometimes            Automobile  Overweight_Level_I
## 1719.1  Sometimes Public_Transportation     Obesity_Type_II
## 608     Sometimes Public_Transportation Insufficient_Weight
## 1743    Sometimes            Automobile     Obesity_Type_II
## 359    Frequently            Automobile     Obesity_Type_II
## 175     Sometimes Public_Transportation  Overweight_Level_I
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 1405           no Public_Transportation      Obesity_Type_I
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 811     Sometimes Public_Transportation  Overweight_Level_I
## 939     Sometimes Public_Transportation  Overweight_Level_I
## 2091    Sometimes Public_Transportation    Obesity_Type_III
## 1921    Sometimes Public_Transportation    Obesity_Type_III
## 1967    Sometimes Public_Transportation    Obesity_Type_III
## 1320    Sometimes            Automobile      Obesity_Type_I
## 926     Sometimes            Automobile  Overweight_Level_I
## 2028    Sometimes Public_Transportation    Obesity_Type_III
## 1755    Sometimes Public_Transportation     Obesity_Type_II
## 1992.1  Sometimes Public_Transportation    Obesity_Type_III
## 1189.1  Sometimes Public_Transportation Overweight_Level_II
## 1008    Sometimes Public_Transportation Overweight_Level_II
## 394     Sometimes Public_Transportation Overweight_Level_II
## 539     Sometimes Public_Transportation Insufficient_Weight
## 321            no Public_Transportation       Normal_Weight
## 217     Sometimes               Walking       Normal_Weight
## 1579    Sometimes Public_Transportation     Obesity_Type_II
## 681.1          no Public_Transportation Insufficient_Weight
## 1248           no Public_Transportation      Obesity_Type_I
## 37.1           no               Walking       Normal_Weight
## 518            no Public_Transportation Insufficient_Weight
## 1559    Sometimes            Automobile     Obesity_Type_II
## 1088   Frequently            Automobile Overweight_Level_II
## 367     Sometimes            Automobile Overweight_Level_II
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1725.1         no Public_Transportation     Obesity_Type_II
## 1225           no Public_Transportation      Obesity_Type_I
## 1666           no Public_Transportation     Obesity_Type_II
## 142    Frequently Public_Transportation       Normal_Weight
## 1533    Sometimes Public_Transportation     Obesity_Type_II
## 1793           no Public_Transportation     Obesity_Type_II
## 278     Sometimes               Walking       Normal_Weight
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 1115           no            Automobile Overweight_Level_II
## 391            no Public_Transportation Insufficient_Weight
## 360     Sometimes Public_Transportation       Normal_Weight
## 2024    Sometimes Public_Transportation    Obesity_Type_III
## 1739    Sometimes Public_Transportation     Obesity_Type_II
## 363     Sometimes            Automobile  Overweight_Level_I
## 1387           no            Automobile      Obesity_Type_I
## 170.1          no            Automobile Overweight_Level_II
## 536            no Public_Transportation Insufficient_Weight
## 656     Sometimes Public_Transportation Insufficient_Weight
## 872     Sometimes            Automobile  Overweight_Level_I
## 925     Sometimes            Automobile  Overweight_Level_I
## 20      Sometimes Public_Transportation  Overweight_Level_I
## 1669    Sometimes            Automobile     Obesity_Type_II
## 1389.1         no            Automobile      Obesity_Type_I
## 527     Sometimes Public_Transportation Insufficient_Weight
## 1130.1         no Public_Transportation Overweight_Level_II
## 347            no Public_Transportation       Normal_Weight
## 948     Sometimes Public_Transportation  Overweight_Level_I
## 1405.1         no Public_Transportation      Obesity_Type_I
## 633     Sometimes Public_Transportation Insufficient_Weight
## 1587    Sometimes Public_Transportation     Obesity_Type_II
## 325     Sometimes Public_Transportation  Overweight_Level_I
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 108     Sometimes            Automobile  Overweight_Level_I
## 1902    Sometimes Public_Transportation    Obesity_Type_III
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1546    Sometimes Public_Transportation     Obesity_Type_II
## 1640    Sometimes Public_Transportation     Obesity_Type_II
## 1598.1         no Public_Transportation     Obesity_Type_II
## 490            no Public_Transportation       Normal_Weight
## 2015    Sometimes Public_Transportation    Obesity_Type_III
## 1782.1         no Public_Transportation     Obesity_Type_II
## 520            no Public_Transportation Insufficient_Weight
## 1899.1  Sometimes Public_Transportation    Obesity_Type_III
## 762     Sometimes Public_Transportation  Overweight_Level_I
## 1228    Sometimes Public_Transportation      Obesity_Type_I
## 739     Sometimes Public_Transportation Insufficient_Weight
## 931     Sometimes Public_Transportation  Overweight_Level_I
## 792            no Public_Transportation  Overweight_Level_I
## 1329    Sometimes            Automobile      Obesity_Type_I
## 1162           no Public_Transportation Overweight_Level_II
## 1753    Sometimes Public_Transportation     Obesity_Type_II
## 1184           no            Automobile Overweight_Level_II
## 586     Sometimes Public_Transportation Insufficient_Weight
## 1128           no            Automobile Overweight_Level_II
## 722     Sometimes Public_Transportation Insufficient_Weight
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1189.2  Sometimes Public_Transportation Overweight_Level_II
## 1901    Sometimes Public_Transportation    Obesity_Type_III
## 1230.1  Sometimes            Automobile      Obesity_Type_I
## 1724           no Public_Transportation     Obesity_Type_II
## 202     Sometimes            Automobile      Obesity_Type_I
## 875            no Public_Transportation  Overweight_Level_I
## 1713    Sometimes            Automobile     Obesity_Type_II
## 2095.1  Sometimes Public_Transportation    Obesity_Type_III
## 173     Sometimes Public_Transportation       Normal_Weight
## 849     Sometimes Public_Transportation  Overweight_Level_I
## 1829    Sometimes Public_Transportation    Obesity_Type_III
## 2096    Sometimes Public_Transportation    Obesity_Type_III
## 1264    Sometimes            Automobile      Obesity_Type_I
## 13      Sometimes Public_Transportation       Normal_Weight
## 2010    Sometimes Public_Transportation    Obesity_Type_III
## 2069    Sometimes Public_Transportation    Obesity_Type_III
## 1393    Sometimes Public_Transportation      Obesity_Type_I
## 1291           no Public_Transportation      Obesity_Type_I
## 488            no             Motorbike      Obesity_Type_I
## 1543    Sometimes            Automobile     Obesity_Type_II
## 1674           no Public_Transportation     Obesity_Type_II
## 120     Sometimes            Automobile Overweight_Level_II
## 1939    Sometimes Public_Transportation    Obesity_Type_III
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1747.1  Sometimes Public_Transportation     Obesity_Type_II
## 1384           no Public_Transportation      Obesity_Type_I
## 48      Sometimes Public_Transportation       Normal_Weight
## 984     Sometimes            Automobile Overweight_Level_II
## 255            no Public_Transportation       Normal_Weight
## 1693    Sometimes            Automobile     Obesity_Type_II
## 1508           no Public_Transportation      Obesity_Type_I
## 1158   Frequently Public_Transportation Overweight_Level_II
## 1344           no Public_Transportation      Obesity_Type_I
## 27         Always               Walking       Normal_Weight
## 22             no            Automobile      Obesity_Type_I
## 1735.1  Sometimes            Automobile     Obesity_Type_II
## 1380   Frequently            Automobile      Obesity_Type_I
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 227            no            Automobile       Normal_Weight
## 580            no            Automobile Insufficient_Weight
## 1634    Sometimes            Automobile     Obesity_Type_II
## 1323           no Public_Transportation      Obesity_Type_I
## 785     Sometimes Public_Transportation  Overweight_Level_I
## 884     Sometimes            Automobile  Overweight_Level_I
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 123            no               Walking Insufficient_Weight
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 2022    Sometimes Public_Transportation    Obesity_Type_III
## 616     Sometimes Public_Transportation Insufficient_Weight
## 1460    Sometimes Public_Transportation      Obesity_Type_I
## 79             no Public_Transportation      Obesity_Type_I
## 1380.1 Frequently            Automobile      Obesity_Type_I
## 546            no Public_Transportation Insufficient_Weight
## 1233    Sometimes            Automobile      Obesity_Type_I
## 1842    Sometimes Public_Transportation    Obesity_Type_III
## 939.1   Sometimes Public_Transportation  Overweight_Level_I
## 362            no Public_Transportation      Obesity_Type_I
## 1470           no Public_Transportation      Obesity_Type_I
## 1029           no            Automobile Overweight_Level_II
## 1499           no Public_Transportation      Obesity_Type_I
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 2003    Sometimes Public_Transportation    Obesity_Type_III
## 133    Frequently Public_Transportation       Normal_Weight
## 155     Sometimes Public_Transportation      Obesity_Type_I
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 564     Sometimes Public_Transportation Insufficient_Weight
## 1483    Sometimes            Automobile      Obesity_Type_I
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 989.1   Sometimes            Automobile Overweight_Level_II
## 1193           no Public_Transportation Overweight_Level_II
## 1838    Sometimes Public_Transportation    Obesity_Type_III
## 136     Sometimes            Automobile  Overweight_Level_I
## 1406           no Public_Transportation      Obesity_Type_I
## 1590    Sometimes            Automobile     Obesity_Type_II
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1460.1  Sometimes Public_Transportation      Obesity_Type_I
## 911     Sometimes            Automobile  Overweight_Level_I
## 459     Sometimes Public_Transportation       Normal_Weight
## 826.1   Sometimes            Automobile  Overweight_Level_I
## 420     Sometimes Public_Transportation      Obesity_Type_I
## 1602    Sometimes            Automobile     Obesity_Type_II
## 742     Sometimes Public_Transportation Insufficient_Weight
## 517            no Public_Transportation Insufficient_Weight
## 1405.2         no Public_Transportation      Obesity_Type_I
## 282     Sometimes Public_Transportation       Normal_Weight
## 940            no Public_Transportation  Overweight_Level_I
## 234.1   Sometimes            Automobile Overweight_Level_II
## 828     Sometimes            Automobile  Overweight_Level_I
## 1643.1  Sometimes            Automobile     Obesity_Type_II
## 797     Sometimes            Automobile  Overweight_Level_I
## 1064           no            Automobile Overweight_Level_II
## 1259    Sometimes Public_Transportation      Obesity_Type_I
## 1752    Sometimes Public_Transportation     Obesity_Type_II
## 726     Sometimes Public_Transportation Insufficient_Weight
## 1269    Sometimes Public_Transportation      Obesity_Type_I
## 829     Sometimes Public_Transportation  Overweight_Level_I
## 799     Sometimes Public_Transportation  Overweight_Level_I
## 867     Sometimes Public_Transportation  Overweight_Level_I
## 1641    Sometimes Public_Transportation     Obesity_Type_II
## 469     Sometimes Public_Transportation Insufficient_Weight
## 1079    Sometimes Public_Transportation Overweight_Level_II
## 828.1   Sometimes            Automobile  Overweight_Level_I
## 1094           no Public_Transportation Overweight_Level_II
## 1669.1  Sometimes            Automobile     Obesity_Type_II
## 60             no Public_Transportation Insufficient_Weight
## 543     Sometimes Public_Transportation Insufficient_Weight
## 2067    Sometimes Public_Transportation    Obesity_Type_III
## 1130.2         no Public_Transportation Overweight_Level_II
## 1216           no            Automobile      Obesity_Type_I
## 1456    Sometimes Public_Transportation      Obesity_Type_I
## 278.1   Sometimes               Walking       Normal_Weight
## 305.1   Sometimes Public_Transportation  Overweight_Level_I
## 783     Sometimes            Automobile  Overweight_Level_I
## 1026           no            Automobile Overweight_Level_II
## 59             no               Walking       Normal_Weight
## 664     Sometimes Public_Transportation Insufficient_Weight
## 1322           no Public_Transportation      Obesity_Type_I
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 1251.1  Sometimes Public_Transportation      Obesity_Type_I
## 1868    Sometimes Public_Transportation    Obesity_Type_III
## 1909.1  Sometimes Public_Transportation    Obesity_Type_III
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 19             no            Automobile Overweight_Level_II
## 64      Sometimes            Automobile       Normal_Weight
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 311            no Public_Transportation Insufficient_Weight
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 1284           no Public_Transportation      Obesity_Type_I
## 1300           no Public_Transportation      Obesity_Type_I
## 328.1   Sometimes Public_Transportation  Overweight_Level_I
## 1139           no Public_Transportation Overweight_Level_II
## 737.1   Sometimes Public_Transportation Insufficient_Weight
## 1389.2         no            Automobile      Obesity_Type_I
## 990            no Public_Transportation Overweight_Level_II
## 1395           no Public_Transportation      Obesity_Type_I
## 1010    Sometimes Public_Transportation Overweight_Level_II
## 1132           no Public_Transportation Overweight_Level_II
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 53             no Public_Transportation       Normal_Weight
## 530.1   Sometimes Public_Transportation Insufficient_Weight
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1208           no            Automobile Overweight_Level_II
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 182     Sometimes Public_Transportation       Normal_Weight
## 1915    Sometimes Public_Transportation    Obesity_Type_III
## 1312    Sometimes            Automobile      Obesity_Type_I
## 1525.1  Sometimes Public_Transportation     Obesity_Type_II
## 1774.1  Sometimes Public_Transportation     Obesity_Type_II
## 302     Sometimes Public_Transportation       Normal_Weight
## 1086   Frequently            Automobile Overweight_Level_II
## 2007.1  Sometimes Public_Transportation    Obesity_Type_III
## 1492           no Public_Transportation      Obesity_Type_I
## 480     Sometimes Public_Transportation       Normal_Weight
## 2081    Sometimes Public_Transportation    Obesity_Type_III
## 331     Sometimes Public_Transportation Insufficient_Weight
## 1802    Sometimes Public_Transportation    Obesity_Type_III
## 818     Sometimes Public_Transportation  Overweight_Level_I
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 988     Sometimes            Automobile Overweight_Level_II
## 1517           no Public_Transportation     Obesity_Type_II
## 276.1   Sometimes Public_Transportation       Normal_Weight
## 884.1   Sometimes            Automobile  Overweight_Level_I
## 1485    Sometimes            Automobile      Obesity_Type_I
## 995     Sometimes Public_Transportation Overweight_Level_II
## 1096.1  Sometimes Public_Transportation Overweight_Level_II
## 120.1   Sometimes            Automobile Overweight_Level_II
## 1638    Sometimes            Automobile     Obesity_Type_II
## 630            no Public_Transportation Insufficient_Weight
## 525.1   Sometimes Public_Transportation Insufficient_Weight
## 1220           no Public_Transportation      Obesity_Type_I
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 217.1   Sometimes               Walking       Normal_Weight
## 767     Sometimes            Automobile  Overweight_Level_I
## 2061    Sometimes Public_Transportation    Obesity_Type_III
## 1774.2  Sometimes Public_Transportation     Obesity_Type_II
## 1115.1         no            Automobile Overweight_Level_II
## 1466    Sometimes Public_Transportation      Obesity_Type_I
## 1824.1  Sometimes Public_Transportation    Obesity_Type_III
## 1866    Sometimes Public_Transportation    Obesity_Type_III
## 503.1   Sometimes Public_Transportation    Obesity_Type_III
## 1274    Sometimes            Automobile      Obesity_Type_I
## 367.1   Sometimes            Automobile Overweight_Level_II
## 1243    Sometimes            Automobile      Obesity_Type_I
## 2       Sometimes Public_Transportation       Normal_Weight
## 840     Sometimes Public_Transportation  Overweight_Level_I
## 609.1   Sometimes Public_Transportation Insufficient_Weight
## 458     Sometimes Public_Transportation       Normal_Weight
## 1739.1  Sometimes Public_Transportation     Obesity_Type_II
## 587     Sometimes Public_Transportation Insufficient_Weight
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 155.1   Sometimes Public_Transportation      Obesity_Type_I
## 519            no Public_Transportation Insufficient_Weight
## 693     Sometimes Public_Transportation Insufficient_Weight
## 422     Sometimes            Automobile Insufficient_Weight
## 480.1   Sometimes Public_Transportation       Normal_Weight
## 777     Sometimes Public_Transportation  Overweight_Level_I
## 1590.1  Sometimes            Automobile     Obesity_Type_II
## 681.2          no Public_Transportation Insufficient_Weight
## 48.1    Sometimes Public_Transportation       Normal_Weight
## 749     Sometimes Public_Transportation  Overweight_Level_I
## 1577.2  Sometimes            Automobile     Obesity_Type_II
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 987     Sometimes Public_Transportation Overweight_Level_II
## 1901.1  Sometimes Public_Transportation    Obesity_Type_III
## 183.1          no Public_Transportation Insufficient_Weight
## 96     Frequently Public_Transportation       Normal_Weight
## 886            no Public_Transportation  Overweight_Level_I
## 1916.1  Sometimes Public_Transportation    Obesity_Type_III
## 1772    Sometimes Public_Transportation     Obesity_Type_II
## 359.1  Frequently            Automobile     Obesity_Type_II
## 936     Sometimes Public_Transportation  Overweight_Level_I
## 353     Sometimes               Walking       Normal_Weight
## 257     Sometimes Public_Transportation Overweight_Level_II
## 1886    Sometimes Public_Transportation    Obesity_Type_III
## 1083    Sometimes Public_Transportation Overweight_Level_II
## 1341    Sometimes Public_Transportation      Obesity_Type_I
## 1128.1         no            Automobile Overweight_Level_II
## 853     Sometimes Public_Transportation  Overweight_Level_I
## 1586    Sometimes Public_Transportation     Obesity_Type_II
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 703            no            Automobile Insufficient_Weight
## 596            no            Automobile Insufficient_Weight
## 905     Sometimes Public_Transportation  Overweight_Level_I
## 1941    Sometimes Public_Transportation    Obesity_Type_III
## 1038    Sometimes Public_Transportation Overweight_Level_II
## 1284.1         no Public_Transportation      Obesity_Type_I
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 1723           no            Automobile     Obesity_Type_II
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 1909.2  Sometimes Public_Transportation    Obesity_Type_III
## 1095.1         no Public_Transportation Overweight_Level_II
## 1512           no Public_Transportation      Obesity_Type_I
## 1119           no Public_Transportation Overweight_Level_II
## 27.1       Always               Walking       Normal_Weight
## 734     Sometimes Public_Transportation Insufficient_Weight
## 1306           no            Automobile      Obesity_Type_I
## 1310    Sometimes            Automobile      Obesity_Type_I
## 2038    Sometimes Public_Transportation    Obesity_Type_III
## 1693.1  Sometimes            Automobile     Obesity_Type_II
## 316     Sometimes Public_Transportation       Normal_Weight
## 172     Sometimes Public_Transportation       Normal_Weight
## 2106    Sometimes Public_Transportation    Obesity_Type_III
## 755    Frequently Public_Transportation  Overweight_Level_I
## 2035    Sometimes Public_Transportation    Obesity_Type_III
## 1363    Sometimes Public_Transportation      Obesity_Type_I
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 2052.1  Sometimes Public_Transportation    Obesity_Type_III
## 596.1          no            Automobile Insufficient_Weight
## 1129           no            Automobile Overweight_Level_II
## 438     Sometimes               Walking       Normal_Weight
## 1818    Sometimes Public_Transportation    Obesity_Type_III
## 391.1          no Public_Transportation Insufficient_Weight
## 1924    Sometimes Public_Transportation    Obesity_Type_III
## 134    Frequently Public_Transportation       Normal_Weight
## 1622           no Public_Transportation     Obesity_Type_II
## 308     Sometimes Public_Transportation       Normal_Weight
## 499     Sometimes Public_Transportation    Obesity_Type_III
## 609.2   Sometimes Public_Transportation Insufficient_Weight
## 238            no Public_Transportation       Normal_Weight
## 1549    Sometimes            Automobile     Obesity_Type_II
## 1291.1         no Public_Transportation      Obesity_Type_I
## 1512.1         no Public_Transportation      Obesity_Type_I
## 1232    Sometimes            Automobile      Obesity_Type_I
## 950     Sometimes Public_Transportation  Overweight_Level_I
## 1181    Sometimes Public_Transportation Overweight_Level_II
## 916     Sometimes            Automobile  Overweight_Level_I
## 84             no               Walking Insufficient_Weight
## 1767    Sometimes Public_Transportation     Obesity_Type_II
## 844.1   Sometimes Public_Transportation  Overweight_Level_I
## 1817.1  Sometimes Public_Transportation    Obesity_Type_III
## 882     Sometimes Public_Transportation  Overweight_Level_I
## 284     Sometimes               Walking       Normal_Weight
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 1601           no Public_Transportation     Obesity_Type_II
## 1123    Sometimes Public_Transportation Overweight_Level_II
## 1772.1  Sometimes Public_Transportation     Obesity_Type_II
## 585            no Public_Transportation Insufficient_Weight
## 2105.1  Sometimes Public_Transportation    Obesity_Type_III
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 903     Sometimes            Automobile  Overweight_Level_I
## 323     Sometimes Public_Transportation Insufficient_Weight
## 353.1   Sometimes               Walking       Normal_Weight
## 1222           no Public_Transportation      Obesity_Type_I
## 1503    Sometimes            Automobile      Obesity_Type_I
## 1293           no Public_Transportation      Obesity_Type_I
## 1780           no Public_Transportation     Obesity_Type_II
## 721            no Public_Transportation Insufficient_Weight
## 1269.1  Sometimes Public_Transportation      Obesity_Type_I
## 1845    Sometimes Public_Transportation    Obesity_Type_III
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 577     Sometimes Public_Transportation Insufficient_Weight
## 907     Sometimes Public_Transportation  Overweight_Level_I
## 94             no               Walking       Normal_Weight
## 673     Sometimes Public_Transportation Insufficient_Weight
## 381            no             Motorbike Overweight_Level_II
## 954            no Public_Transportation  Overweight_Level_I
## 1959    Sometimes Public_Transportation    Obesity_Type_III
## 1726           no Public_Transportation     Obesity_Type_II
## 419     Sometimes Public_Transportation      Obesity_Type_I
## 1380.2 Frequently            Automobile      Obesity_Type_I
## 1500           no            Automobile      Obesity_Type_I
## 144     Sometimes            Automobile  Overweight_Level_I
## 705            no Public_Transportation Insufficient_Weight
## 165     Sometimes            Automobile Overweight_Level_II
## 1771    Sometimes Public_Transportation     Obesity_Type_II
## 110            no Public_Transportation      Obesity_Type_I
## 1241           no Public_Transportation      Obesity_Type_I
## 974            no Public_Transportation  Overweight_Level_I
## 1739.2  Sometimes Public_Transportation     Obesity_Type_II
## 2045    Sometimes Public_Transportation    Obesity_Type_III
## 1194    Sometimes Public_Transportation Overweight_Level_II
## 339     Sometimes Public_Transportation  Overweight_Level_I
## 872.1   Sometimes            Automobile  Overweight_Level_I
## 114            no               Walking       Normal_Weight
## 1053.1         no            Automobile Overweight_Level_II
## 138            no             Motorbike      Obesity_Type_I
## 1070           no Public_Transportation Overweight_Level_II
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 668     Sometimes            Automobile Insufficient_Weight
## 369            no            Automobile Overweight_Level_II
## 1161           no Public_Transportation Overweight_Level_II
## 1570    Sometimes Public_Transportation     Obesity_Type_II
## 454.1   Sometimes            Automobile       Normal_Weight
## 467            no            Automobile       Normal_Weight
## 589     Sometimes Public_Transportation Insufficient_Weight
## 1515.1         no            Automobile     Obesity_Type_II
## 87.1           no Public_Transportation       Normal_Weight
## 373            no            Automobile       Normal_Weight
## 1240           no Public_Transportation      Obesity_Type_I
## 616.1   Sometimes Public_Transportation Insufficient_Weight
## 637.1   Sometimes Public_Transportation Insufficient_Weight
## 576     Sometimes Public_Transportation Insufficient_Weight
## 1278           no Public_Transportation      Obesity_Type_I
## 1660    Sometimes Public_Transportation     Obesity_Type_II
## 710     Sometimes Public_Transportation Insufficient_Weight
## 66             no Public_Transportation  Overweight_Level_I
## 604     Sometimes Public_Transportation Insufficient_Weight
## 1133           no            Automobile Overweight_Level_II
## 801            no Public_Transportation  Overweight_Level_I
## 668.1   Sometimes            Automobile Insufficient_Weight
## 1017           no Public_Transportation Overweight_Level_II
## 792.1          no Public_Transportation  Overweight_Level_I
## 1220.1         no Public_Transportation      Obesity_Type_I
## 662     Sometimes Public_Transportation Insufficient_Weight
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 461            no Public_Transportation       Normal_Weight
## 41      Sometimes Public_Transportation  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 1106    Sometimes Public_Transportation Overweight_Level_II
## 1055    Sometimes Public_Transportation Overweight_Level_II
## 1386           no            Automobile      Obesity_Type_I
## 1743.1  Sometimes            Automobile     Obesity_Type_II
## 1997    Sometimes Public_Transportation    Obesity_Type_III
## 2034.1  Sometimes Public_Transportation    Obesity_Type_III
## 508     Sometimes Public_Transportation Insufficient_Weight
## 1433           no Public_Transportation      Obesity_Type_I
## 90     Frequently            Automobile Overweight_Level_II
## 1637    Sometimes Public_Transportation     Obesity_Type_II
## 1879    Sometimes Public_Transportation    Obesity_Type_III
## 147    Frequently Public_Transportation       Normal_Weight
## 1095.2         no Public_Transportation Overweight_Level_II
## 1278.1         no Public_Transportation      Obesity_Type_I
## 684     Sometimes Public_Transportation Insufficient_Weight
## 53.1           no Public_Transportation       Normal_Weight
## 801.1          no Public_Transportation  Overweight_Level_I
## 1674.1         no Public_Transportation     Obesity_Type_II
## 659     Sometimes Public_Transportation Insufficient_Weight
## 1833    Sometimes Public_Transportation    Obesity_Type_III
## 48.2    Sometimes Public_Transportation       Normal_Weight
## 1399           no Public_Transportation      Obesity_Type_I
## 1807    Sometimes Public_Transportation    Obesity_Type_III
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 562.1   Sometimes Public_Transportation Insufficient_Weight
## 1698    Sometimes Public_Transportation     Obesity_Type_II
## 1447           no Public_Transportation      Obesity_Type_I
## 409     Sometimes Public_Transportation       Normal_Weight
## 427            no Public_Transportation       Normal_Weight
## 1597.1  Sometimes Public_Transportation     Obesity_Type_II
## 1497    Sometimes            Automobile      Obesity_Type_I
## 1188           no            Automobile Overweight_Level_II
## 2051    Sometimes Public_Transportation    Obesity_Type_III
## 1141    Sometimes Public_Transportation Overweight_Level_II
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 28      Sometimes            Automobile       Normal_Weight
## 995.1   Sometimes Public_Transportation Overweight_Level_II
## 1568.1  Sometimes            Automobile     Obesity_Type_II
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 987.1   Sometimes Public_Transportation Overweight_Level_II
## 443     Sometimes               Walking       Normal_Weight
## 948.1   Sometimes Public_Transportation  Overweight_Level_I
## 1586.1  Sometimes Public_Transportation     Obesity_Type_II
## 805            no            Automobile  Overweight_Level_I
## 1709           no Public_Transportation     Obesity_Type_II
## 1563           no            Automobile     Obesity_Type_II
## 441            no            Automobile       Normal_Weight
## 1273.1  Sometimes            Automobile      Obesity_Type_I
## 1341.1  Sometimes Public_Transportation      Obesity_Type_I
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 1461    Sometimes Public_Transportation      Obesity_Type_I
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 716            no            Automobile Insufficient_Weight
## 909.1   Sometimes Public_Transportation  Overweight_Level_I
## 404            no            Automobile    Obesity_Type_III
## 1506           no Public_Transportation      Obesity_Type_I
## 497     Sometimes Public_Transportation Insufficient_Weight
## 2008    Sometimes Public_Transportation    Obesity_Type_III
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 1539           no Public_Transportation     Obesity_Type_II
## 402.1   Sometimes Public_Transportation       Normal_Weight
## 1507           no Public_Transportation      Obesity_Type_I
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 668.2   Sometimes            Automobile Insufficient_Weight
## 2006    Sometimes Public_Transportation    Obesity_Type_III
## 794     Sometimes Public_Transportation  Overweight_Level_I
## 190            no Public_Transportation       Normal_Weight
## 1519    Sometimes Public_Transportation     Obesity_Type_II
## 369.1          no            Automobile Overweight_Level_II
## 1825    Sometimes Public_Transportation    Obesity_Type_III
## 216     Sometimes Public_Transportation       Normal_Weight
## 158     Sometimes Public_Transportation       Normal_Weight
## 105     Sometimes            Automobile      Obesity_Type_I
## 1260    Sometimes Public_Transportation      Obesity_Type_I
## 1521    Sometimes            Automobile     Obesity_Type_II
## 538     Sometimes Public_Transportation Insufficient_Weight
## 2078    Sometimes Public_Transportation    Obesity_Type_III
## 766     Sometimes            Automobile  Overweight_Level_I
## 2099.1  Sometimes Public_Transportation    Obesity_Type_III
## 93.1   Frequently               Walking  Overweight_Level_I
## 189    Frequently            Automobile      Obesity_Type_I
## 2014    Sometimes Public_Transportation    Obesity_Type_III
## 1142           no Public_Transportation Overweight_Level_II
## 1646.1  Sometimes Public_Transportation     Obesity_Type_II
## 1491    Sometimes            Automobile      Obesity_Type_I
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 1729.1  Sometimes Public_Transportation     Obesity_Type_II
## 480.2   Sometimes Public_Transportation       Normal_Weight
## 441.1          no            Automobile       Normal_Weight
## 685     Sometimes Public_Transportation Insufficient_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 641     Sometimes Public_Transportation Insufficient_Weight
## 426     Sometimes Public_Transportation       Normal_Weight
## 219            no Public_Transportation       Normal_Weight
## 556     Sometimes Public_Transportation Insufficient_Weight
## 1084.1  Sometimes Public_Transportation Overweight_Level_II
## 399.1   Sometimes Public_Transportation     Obesity_Type_II
## 1490    Sometimes            Automobile      Obesity_Type_I
## 1551    Sometimes Public_Transportation     Obesity_Type_II
## 1966.1  Sometimes Public_Transportation    Obesity_Type_III
## 1645    Sometimes Public_Transportation     Obesity_Type_II
## 1030    Sometimes            Automobile Overweight_Level_II
## 343     Sometimes Public_Transportation      Obesity_Type_I
## 1547    Sometimes Public_Transportation     Obesity_Type_II
## 1779    Sometimes            Automobile     Obesity_Type_II
## 2094    Sometimes Public_Transportation    Obesity_Type_III
## 1573    Sometimes            Automobile     Obesity_Type_II
## 1717    Sometimes Public_Transportation     Obesity_Type_II
## 1625    Sometimes            Automobile     Obesity_Type_II
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1479.1  Sometimes Public_Transportation      Obesity_Type_I
## 1761    Sometimes            Automobile     Obesity_Type_II
## 438.1   Sometimes               Walking       Normal_Weight
## 1029.1         no            Automobile Overweight_Level_II
## 1198           no            Automobile Overweight_Level_II
## 260     Sometimes Public_Transportation      Obesity_Type_I
## 453     Sometimes            Automobile       Normal_Weight
## 116            no Public_Transportation       Normal_Weight
## 1138           no Public_Transportation Overweight_Level_II
## 794.1   Sometimes Public_Transportation  Overweight_Level_I
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 549     Sometimes Public_Transportation Insufficient_Weight
## 191     Sometimes Public_Transportation       Normal_Weight
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 950.1   Sometimes Public_Transportation  Overweight_Level_I
## 956     Sometimes            Automobile  Overweight_Level_I
## 464     Sometimes Public_Transportation       Normal_Weight
## 235            no Public_Transportation       Normal_Weight
## 1992.2  Sometimes Public_Transportation    Obesity_Type_III
## 1060           no            Automobile Overweight_Level_II
## 1113    Sometimes Public_Transportation Overweight_Level_II
## 604.1   Sometimes Public_Transportation Insufficient_Weight
## 2002.1  Sometimes Public_Transportation    Obesity_Type_III
## 2079    Sometimes Public_Transportation    Obesity_Type_III
## 2058    Sometimes Public_Transportation    Obesity_Type_III
## 1008.1  Sometimes Public_Transportation Overweight_Level_II
## 1390    Sometimes Public_Transportation      Obesity_Type_I
## 200     Sometimes Public_Transportation       Normal_Weight
## 972     Sometimes Public_Transportation  Overweight_Level_I
## 873     Sometimes            Automobile  Overweight_Level_I
## 1548    Sometimes            Automobile     Obesity_Type_II
## 285.1   Sometimes Public_Transportation       Normal_Weight
## 1273.2  Sometimes            Automobile      Obesity_Type_I
## 508.1   Sometimes Public_Transportation Insufficient_Weight
## 1939.1  Sometimes Public_Transportation    Obesity_Type_III
## 873.1   Sometimes            Automobile  Overweight_Level_I
## 1645.1  Sometimes Public_Transportation     Obesity_Type_II
## 1374    Sometimes Public_Transportation      Obesity_Type_I
## 1453    Sometimes Public_Transportation      Obesity_Type_I
## 472            no Public_Transportation      Obesity_Type_I
## 1175    Sometimes            Automobile Overweight_Level_II
## 543.1   Sometimes Public_Transportation Insufficient_Weight
## 1390.1  Sometimes Public_Transportation      Obesity_Type_I
## 160    Frequently            Automobile Overweight_Level_II
## 2059.1  Sometimes Public_Transportation    Obesity_Type_III
## 1936    Sometimes Public_Transportation    Obesity_Type_III
## 1104           no Public_Transportation Overweight_Level_II
## 1264.1  Sometimes            Automobile      Obesity_Type_I
## 226     Sometimes               Walking     Obesity_Type_II
## 1839.1  Sometimes Public_Transportation    Obesity_Type_III
## 821.1   Sometimes            Automobile  Overweight_Level_I
## 1692    Sometimes            Automobile     Obesity_Type_II
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 1269.2  Sometimes Public_Transportation      Obesity_Type_I
## 340    Frequently Public_Transportation Insufficient_Weight
## 882.1   Sometimes Public_Transportation  Overweight_Level_I
## 364     Sometimes Public_Transportation       Normal_Weight
## 804            no            Automobile  Overweight_Level_I
## 1676    Sometimes Public_Transportation     Obesity_Type_II
## 578     Sometimes Public_Transportation Insufficient_Weight
## 1131           no Public_Transportation Overweight_Level_II
## 941     Sometimes Public_Transportation  Overweight_Level_I
## 1356    Sometimes            Automobile      Obesity_Type_I
## 1239           no Public_Transportation      Obesity_Type_I
## 1201    Sometimes            Automobile Overweight_Level_II
## 53.2           no Public_Transportation       Normal_Weight
## 836     Sometimes            Automobile  Overweight_Level_I
## 1354           no Public_Transportation      Obesity_Type_I
## 78             no Public_Transportation Overweight_Level_II
## 1711           no Public_Transportation     Obesity_Type_II
## 998            no Public_Transportation Overweight_Level_II
## 763     Sometimes Public_Transportation  Overweight_Level_I
## 1081   Frequently            Automobile Overweight_Level_II
## 912     Sometimes Public_Transportation  Overweight_Level_I
## 137     Sometimes Public_Transportation       Normal_Weight
## 1013   Frequently Public_Transportation Overweight_Level_II
## 87.2           no Public_Transportation       Normal_Weight
## 1706    Sometimes Public_Transportation     Obesity_Type_II
## 1450           no Public_Transportation      Obesity_Type_I
## 1999    Sometimes Public_Transportation    Obesity_Type_III
## 1395.1         no Public_Transportation      Obesity_Type_I
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 963     Sometimes Public_Transportation  Overweight_Level_I
## 428     Sometimes Public_Transportation       Normal_Weight
## 1198.1         no            Automobile Overweight_Level_II
## 880     Sometimes Public_Transportation  Overweight_Level_I
## 1270    Sometimes Public_Transportation      Obesity_Type_I
## 1071    Sometimes            Automobile Overweight_Level_II
## 956.1   Sometimes            Automobile  Overweight_Level_I
## 1581.1  Sometimes Public_Transportation     Obesity_Type_II
## 507.1   Sometimes Public_Transportation    Obesity_Type_III
## 96.1   Frequently Public_Transportation       Normal_Weight
## 370     Sometimes Public_Transportation Overweight_Level_II
## 1292.1         no Public_Transportation      Obesity_Type_I
## 510     Sometimes Public_Transportation Insufficient_Weight
## 2099.2  Sometimes Public_Transportation    Obesity_Type_III
## 404.1          no            Automobile    Obesity_Type_III
## 346     Sometimes Public_Transportation       Normal_Weight
## 318            no Public_Transportation       Normal_Weight
## 153     Sometimes            Automobile  Overweight_Level_I
## 1785    Sometimes Public_Transportation     Obesity_Type_II
## 454.2   Sometimes            Automobile       Normal_Weight
## 1491.1  Sometimes            Automobile      Obesity_Type_I
## 2079.1  Sometimes Public_Transportation    Obesity_Type_III
## 1484    Sometimes            Automobile      Obesity_Type_I
## 1542    Sometimes            Automobile     Obesity_Type_II
## 1639    Sometimes            Automobile     Obesity_Type_II
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 1481    Sometimes Public_Transportation      Obesity_Type_I
## 1897    Sometimes Public_Transportation    Obesity_Type_III
## 1570.1  Sometimes Public_Transportation     Obesity_Type_II
## 558     Sometimes Public_Transportation Insufficient_Weight
## 2076    Sometimes Public_Transportation    Obesity_Type_III
## 1115.2         no            Automobile Overweight_Level_II
## 855     Sometimes Public_Transportation  Overweight_Level_I
## 1991.1  Sometimes Public_Transportation    Obesity_Type_III
## 842     Sometimes Public_Transportation  Overweight_Level_I
## 1485.1  Sometimes            Automobile      Obesity_Type_I
## 738     Sometimes Public_Transportation Insufficient_Weight
## 350.1   Sometimes Public_Transportation      Obesity_Type_I
## 1231           no Public_Transportation      Obesity_Type_I
## 668.3   Sometimes            Automobile Insufficient_Weight
## 587.1   Sometimes Public_Transportation Insufficient_Weight
## 1071.1  Sometimes            Automobile Overweight_Level_II
## 1              no Public_Transportation       Normal_Weight
## 209     Sometimes Public_Transportation       Normal_Weight
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 372     Sometimes Public_Transportation  Overweight_Level_I
## 334            no            Automobile       Normal_Weight
## 1999.1  Sometimes Public_Transportation    Obesity_Type_III
## 1043.1         no            Automobile Overweight_Level_II
## 222     Sometimes Public_Transportation Overweight_Level_II
## 1096.2  Sometimes Public_Transportation Overweight_Level_II
## 1806    Sometimes Public_Transportation    Obesity_Type_III
## 1275           no Public_Transportation      Obesity_Type_I
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 1165           no Public_Transportation Overweight_Level_II
## 1935.1  Sometimes Public_Transportation    Obesity_Type_III
## 799.1   Sometimes Public_Transportation  Overweight_Level_I
## 1598.2         no Public_Transportation     Obesity_Type_II
## 1174           no            Automobile Overweight_Level_II
## 1648    Sometimes            Automobile     Obesity_Type_II
## 1331           no Public_Transportation      Obesity_Type_I
## 694     Sometimes Public_Transportation Insufficient_Weight
## 1360    Sometimes            Automobile      Obesity_Type_I
## 457            no Public_Transportation       Normal_Weight
## 152     Sometimes            Automobile       Normal_Weight
## 321.1          no Public_Transportation       Normal_Weight
## 1586.2  Sometimes Public_Transportation     Obesity_Type_II
## 249     Sometimes            Automobile       Normal_Weight
## 1031    Sometimes            Automobile Overweight_Level_II
## 1533.1  Sometimes Public_Transportation     Obesity_Type_II
## 2108    Sometimes Public_Transportation    Obesity_Type_III
## 1468           no Public_Transportation      Obesity_Type_I
## 1713.1  Sometimes            Automobile     Obesity_Type_II
## 102            no Public_Transportation       Normal_Weight
## 609.3   Sometimes Public_Transportation Insufficient_Weight
## 1294           no Public_Transportation      Obesity_Type_I
## 438.2   Sometimes               Walking       Normal_Weight
## 917     Sometimes            Automobile  Overweight_Level_I
## 1268    Sometimes            Automobile      Obesity_Type_I
## 1577.3  Sometimes            Automobile     Obesity_Type_II
## 279     Sometimes            Automobile       Normal_Weight
## 1358           no Public_Transportation      Obesity_Type_I
## 2043    Sometimes Public_Transportation    Obesity_Type_III
## 954.1          no Public_Transportation  Overweight_Level_I
## 143    Frequently            Automobile      Obesity_Type_I
## 863     Sometimes            Automobile  Overweight_Level_I
## 1760    Sometimes            Automobile     Obesity_Type_II
## 774     Sometimes Public_Transportation  Overweight_Level_I
## 1726.1         no Public_Transportation     Obesity_Type_II
## 1793.1         no Public_Transportation     Obesity_Type_II
## 2072    Sometimes Public_Transportation    Obesity_Type_III
## 835     Sometimes Public_Transportation  Overweight_Level_I
## 384     Sometimes            Automobile      Obesity_Type_I
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 2017    Sometimes Public_Transportation    Obesity_Type_III
## 621     Sometimes Public_Transportation Insufficient_Weight
## 696            no            Automobile Insufficient_Weight
## 494     Sometimes             Motorbike       Normal_Weight
## 32.2    Sometimes Public_Transportation Overweight_Level_II
## 826.2   Sometimes            Automobile  Overweight_Level_I
## 1589.1  Sometimes Public_Transportation     Obesity_Type_II
## 791.1   Sometimes Public_Transportation  Overweight_Level_I
## 4.1    Frequently               Walking  Overweight_Level_I
## 925.1   Sometimes            Automobile  Overweight_Level_I
## 1416           no            Automobile      Obesity_Type_I
## 239            no Public_Transportation       Normal_Weight
## 800    Frequently Public_Transportation  Overweight_Level_I
## 2009    Sometimes Public_Transportation    Obesity_Type_III
## 1756.1  Sometimes Public_Transportation     Obesity_Type_II
## 634            no            Automobile Insufficient_Weight
## 214            no Public_Transportation       Normal_Weight
## 550            no Public_Transportation Insufficient_Weight
## 168            no               Walking Overweight_Level_II
## 171     Sometimes Public_Transportation Overweight_Level_II
## 1091           no Public_Transportation Overweight_Level_II
## 875.1          no Public_Transportation  Overweight_Level_I
## 387            no Public_Transportation       Normal_Weight
## 2031.1  Sometimes Public_Transportation    Obesity_Type_III
## 1209           no            Automobile Overweight_Level_II
## 1573.1  Sometimes            Automobile     Obesity_Type_II
## 1842.1  Sometimes Public_Transportation    Obesity_Type_III
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 367.2   Sometimes            Automobile Overweight_Level_II
## 1456.1  Sometimes Public_Transportation      Obesity_Type_I
## 351     Sometimes               Walking       Normal_Weight
## 1244.1  Sometimes            Automobile      Obesity_Type_I
## 659.1   Sometimes Public_Transportation Insufficient_Weight
## 1274.1  Sometimes            Automobile      Obesity_Type_I
## 62.1    Sometimes Public_Transportation       Normal_Weight
## 141     Sometimes Public_Transportation Insufficient_Weight
## 876            no Public_Transportation  Overweight_Level_I
## 307     Sometimes Public_Transportation       Normal_Weight
## 1580    Sometimes Public_Transportation     Obesity_Type_II
## 1500.1         no            Automobile      Obesity_Type_I
## 77.1           no Public_Transportation Insufficient_Weight
## 1333.1         no Public_Transportation      Obesity_Type_I
## 794.2   Sometimes Public_Transportation  Overweight_Level_I
## 754.1   Sometimes Public_Transportation  Overweight_Level_I
## 442            no Public_Transportation       Normal_Weight
## 1488    Sometimes            Automobile      Obesity_Type_I
## 1935.2  Sometimes Public_Transportation    Obesity_Type_III
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 219.1          no Public_Transportation       Normal_Weight
## 999     Sometimes Public_Transportation Overweight_Level_II
## 1876    Sometimes Public_Transportation    Obesity_Type_III
## 1345           no Public_Transportation      Obesity_Type_I
## 857     Sometimes            Automobile  Overweight_Level_I
## 1955    Sometimes Public_Transportation    Obesity_Type_III
## 134.1  Frequently Public_Transportation       Normal_Weight
## 2076.1  Sometimes Public_Transportation    Obesity_Type_III
## 1909.3  Sometimes Public_Transportation    Obesity_Type_III
## 410     Sometimes Public_Transportation       Normal_Weight
## 1699    Sometimes Public_Transportation     Obesity_Type_II
## 1497.1  Sometimes            Automobile      Obesity_Type_I
## 714.1   Sometimes Public_Transportation Insufficient_Weight
## 264            no Public_Transportation Insufficient_Weight
## 984.1   Sometimes            Automobile Overweight_Level_II
## 499.1   Sometimes Public_Transportation    Obesity_Type_III
## 19.1           no            Automobile Overweight_Level_II
## 1823    Sometimes Public_Transportation    Obesity_Type_III
## 855.1   Sometimes Public_Transportation  Overweight_Level_I
## 1300.1         no Public_Transportation      Obesity_Type_I
## 1369           no Public_Transportation      Obesity_Type_I
## 1360.1  Sometimes            Automobile      Obesity_Type_I
## 1133.1         no            Automobile Overweight_Level_II
## 1433.1         no Public_Transportation      Obesity_Type_I
## 2079.2  Sometimes Public_Transportation    Obesity_Type_III
## 2029    Sometimes Public_Transportation    Obesity_Type_III
## 237            no            Automobile       Normal_Weight
## 576.1   Sometimes Public_Transportation Insufficient_Weight
## 123.1          no               Walking Insufficient_Weight
## 361     Sometimes Public_Transportation       Normal_Weight
## 170.2          no            Automobile Overweight_Level_II
## 1880.1  Sometimes Public_Transportation    Obesity_Type_III
## 118            no Public_Transportation Overweight_Level_II
## 313            no Public_Transportation       Normal_Weight
## 
## $DF_14
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 302      Male 18.00000 1.720000  55.00000                             no  yes
## 1156   Female 23.58606 1.700499  81.10860                            yes  yes
## 1149   Female 26.20813 1.700000  78.04134                            yes  yes
## 1482   Female 39.29266 1.567131  80.00000                            yes  yes
## 358    Female 17.00000 1.700000  56.00000                            yes  yes
## 1518     Male 27.56243 1.908608 128.82812                            yes  yes
## 129      Male 20.00000 1.720000  70.00000                            yes  yes
## 190    Female 33.00000 1.630000  62.00000                            yes  yes
## 1876   Female 18.37820 1.746061 128.26140                            yes  yes
## 1264   Female 37.83295 1.610867  80.00000                            yes  yes
## 39       Male 23.00000 1.650000  67.00000                            yes  yes
## 1850   Female 26.00000 1.602025 104.89935                            yes  yes
## 1983   Female 25.52434 1.668931 104.76832                            yes  yes
## 814    Female 42.24475 1.768231  75.62931                            yes  yes
## 929      Male 19.62700 1.815409  85.30215                            yes  yes
## 1570     Male 26.74066 1.863883 120.20260                            yes  yes
## 183    Female 22.00000 1.680000  52.00000                             no  yes
## 2002   Female 20.92496 1.752531 133.61871                            yes  yes
## 537      Male 18.16477 1.694265  52.00000                            yes  yes
## 1587     Male 25.50903 1.772190 114.09766                            yes  yes
## 490    Female 19.00000 1.560000  50.00000                             no  yes
## 663    Female 20.55269 1.523426  42.00000                             no  yes
## 1896   Female 25.99919 1.568543 102.00012                            yes  yes
## 1962   Female 26.00000 1.613574 107.01226                            yes  yes
## 1837   Female 20.89149 1.748313 133.57379                            yes  yes
## 1626     Male 25.34140 1.786997 115.02536                            yes  yes
## 655    Female 22.32904 1.598393  44.91826                             no   no
## 1975   Female 18.13782 1.819728 151.27853                            yes  yes
## 69       Male 30.00000 1.760000 112.00000                            yes  yes
## 1433   Female 22.53893 1.603963  82.01264                            yes  yes
## 1116     Male 18.00000 1.759721  86.08050                            yes  yes
## 655.1  Female 22.32904 1.598393  44.91826                             no   no
## 1485   Female 37.47168 1.549812  76.08252                            yes  yes
## 836    Female 29.32038 1.642506  69.90671                            yes  yes
## 1785     Male 23.31964 1.846290 121.24804                            yes  yes
## 458    Female 19.00000 1.500000  45.00000                             no  yes
## 1232   Female 37.95537 1.560648  80.00000                            yes  yes
## 1904   Female 19.13750 1.716521 127.64232                            yes  yes
## 463      Male 27.00000 1.720000  88.00000                            yes  yes
## 559      Male 17.48687 1.836669  58.94335                            yes  yes
## 1418   Female 38.39746 1.552648  80.00000                            yes  yes
## 311      Male 17.00000 1.790000  57.00000                            yes  yes
## 1876.1 Female 18.37820 1.746061 128.26140                            yes  yes
## 1805   Female 26.00000 1.600762 105.44826                            yes  yes
## 254    Female 26.00000 1.590000  47.00000                            yes  yes
## 1042     Male 33.27045 1.733439  84.75383                            yes  yes
## 1627     Male 25.31416 1.771837 114.90609                            yes  yes
## 1858   Female 26.00000 1.623707 105.03746                            yes  yes
## 1686     Male 25.01517 1.788239 115.38252                            yes  yes
## 911    Female 33.73271 1.679725  74.88522                            yes  yes
## 1795     Male 30.64243 1.653876 102.58389                            yes  yes
## 750      Male 21.00000 1.617469  68.86979                             no  yes
## 1002     Male 31.33380 1.835381  91.05960                            yes  yes
## 908    Female 18.84552 1.753471  80.00000                            yes  yes
## 137      Male 25.00000 1.790000  72.00000                            yes  yes
## 914      Male 21.00000 1.610209  68.86501                             no  yes
## 2102   Female 25.72200 1.628470 107.21895                            yes  yes
## 1905   Female 20.19073 1.680762 125.41855                            yes  yes
## 1576     Male 29.88302 1.779049 112.43851                            yes  yes
## 407      Male 33.00000 1.760000  66.50000                             no   no
## 1618     Male 40.97301 1.749405 109.90878                            yes  yes
## 1799     Male 26.84481 1.691510 102.59518                            yes  yes
## 1238     Male 35.38949 1.780000 100.84763                            yes  yes
## 1967   Female 24.06387 1.737313 133.16660                            yes  yes
## 547    Female 19.05851 1.662017  49.83897                             no  yes
## 798      Male 18.02646 1.752123  80.00000                            yes  yes
## 386    Female 16.00000 1.550000  45.00000                             no  yes
## 1635     Male 30.35052 1.860292 123.72135                            yes  yes
## 1504   Female 18.02474 1.617192  83.12181                            yes  yes
## 1594     Male 23.47007 1.842906 121.14253                            yes  yes
## 988      Male 38.82519 1.780846  85.68775                            yes  yes
## 556      Male 18.00000 1.753349  51.45723                             no  yes
## 1100   Female 19.82200 1.653431  75.09044                            yes   no
## 766    Female 30.95896 1.633491  68.80369                            yes  yes
## 314      Male 17.00000 1.660000  56.00000                            yes  yes
## 1635.1   Male 30.35052 1.860292 123.72135                            yes  yes
## 1472   Female 19.37421 1.632605  82.00000                            yes  yes
## 246    Female 20.00000 1.640000  49.00000                             no   no
## 1980   Female 25.42724 1.683502 104.75964                            yes  yes
## 505    Female 26.00000 1.630927 111.48552                            yes  yes
## 173    Female 23.00000 1.650000  59.00000                             no   no
## 746      Male 26.69858 1.816298  86.96376                             no  yes
## 2078   Female 19.36434 1.808350 150.51648                            yes  yes
## 1828   Female 26.00000 1.656504 111.99305                            yes  yes
## 1651     Male 31.36347 1.869323 127.50741                            yes  yes
## 1854   Female 18.22254 1.801746 141.16627                            yes  yes
## 227    Female 20.00000 1.600000  50.00000                             no  yes
## 1275   Female 18.00000 1.609321  84.49316                            yes  yes
## 1099     Male 33.18213 1.838441  97.02925                            yes  yes
## 736      Male 18.00000 1.739344  50.95144                            yes  yes
## 338      Male 18.00000 1.780000  64.40000                            yes  yes
## 561      Male 18.42662 1.777108  57.14592                            yes  yes
## 1754     Male 27.63503 1.806227 120.42357                            yes  yes
## 1572     Male 37.05619 1.750150 118.20656                            yes  yes
## 182    Female 23.00000 1.680000  67.00000                            yes  yes
## 911.1  Female 33.73271 1.679725  74.88522                            yes  yes
## 1037     Male 18.00000 1.758787  85.05056                            yes  yes
## 445      Male 19.00000 1.700000  60.00000                            yes  yes
## 1253     Male 23.00000 1.791415 105.13807                            yes  yes
## 484    Female 18.00000 1.500000  58.00000                             no  yes
## 390    Female 16.00000 1.610000  65.00000                            yes  yes
## 862    Female 21.83300 1.580964  65.36394                             no  yes
## 27       Male 21.00000 1.700000  65.00000                            yes  yes
## 1464     Male 20.99307 1.782269 104.97003                            yes  yes
## 1373     Male 20.58098 1.798354 103.70542                            yes  yes
## 1268   Female 43.51067 1.587546  76.12611                            yes  yes
## 353    Female 17.00000 1.600000  53.00000                             no  yes
## 1738     Male 25.65909 1.848420 117.63171                            yes  yes
## 1806   Female 25.90228 1.678658 104.95483                            yes  yes
## 856      Male 21.00000 1.676014  75.00000                            yes  yes
## 1276     Male 21.09803 1.690437  96.36678                            yes  yes
## 2102.1 Female 25.72200 1.628470 107.21895                            yes  yes
## 316      Male 26.00000 1.700000  72.00000                             no  yes
## 1210     Male 25.92975 1.772449 105.00000                            yes  yes
## 179      Male 26.00000 1.910000  84.00000                            yes  yes
## 1459   Female 18.15288 1.694969  92.50812                            yes  yes
## 177    Female 18.00000 1.570000  48.00000                            yes  yes
## 858      Male 28.82522 1.765874  82.04505                            yes  yes
## 1469     Male 18.00000 1.811189 108.80096                            yes  yes
## 395    Female 17.00000 1.530000  55.00000                            yes  yes
## 862.1  Female 21.83300 1.580964  65.36394                             no  yes
## 163    Female 21.00000 1.630000  60.00000                            yes  yes
## 1676     Male 31.03409 1.886109 129.34947                            yes  yes
## 288    Female 18.00000 1.600000  58.00000                            yes  yes
## 159    Female 40.00000 1.550000  62.00000                            yes   no
## 399      Male 21.00000 1.850000 125.00000                            yes  yes
## 997    Female 22.90999 1.700038  80.00000                            yes  yes
## 1766     Male 30.57535 1.825449 124.95278                            yes  yes
## 49     Female 20.00000 1.660000  60.00000                            yes   no
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 809      Male 21.61825 1.679306  75.00000                            yes  yes
## 1764     Male 31.19926 1.848845 125.07786                            yes  yes
## 131    Female 20.00000 1.580000  53.00000                            yes  yes
## 864    Female 30.61359 1.645511  69.16898                            yes  yes
## 637    Female 19.05401 1.556611  39.69530                             no  yes
## 887      Male 19.47853 1.804099  85.19628                            yes  yes
## 1768     Male 25.05788 1.763987 113.06967                            yes  yes
## 1931   Female 25.98211 1.627818 105.42863                            yes  yes
## 273      Male 18.00000 1.700000  60.00000                             no  yes
## 583    Female 22.92635 1.715597  50.00000                            yes  yes
## 1118     Male 25.03591 1.763101  88.53203                            yes  yes
## 508      Male 19.79905 1.743702  54.92753                            yes  yes
## 1521     Male 34.13945 1.774647 120.15197                            yes   no
## 1147     Male 31.26463 1.803129  91.05222                            yes  yes
## 699    Female 16.61311 1.777929  44.76202                             no  yes
## 426    Female 19.00000 1.610000  53.80000                            yes  yes
## 27.1     Male 21.00000 1.700000  65.00000                            yes  yes
## 165      Male 35.00000 1.770000  85.00000                            yes   no
## 445.1    Male 19.00000 1.700000  60.00000                            yes  yes
## 1935   Female 25.78386 1.643111 109.91001                            yes  yes
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 1474   Female 22.95685 1.618686  81.28158                            yes  yes
## 1485.1 Female 37.47168 1.549812  76.08252                            yes  yes
## 1873   Female 21.77225 1.732951 132.90488                            yes  yes
## 1831   Female 25.54087 1.668709 104.75496                            yes  yes
## 957      Male 22.76623 1.874061  89.75430                            yes  yes
## 565.1    Male 17.90811 1.793926  59.68259                            yes  yes
## 959      Male 19.85897 1.620000  69.57532                             no  yes
## 1520     Male 26.94514 1.773259 118.15435                            yes   no
## 527    Female 20.14711 1.528011  42.00000                             no  yes
## 1087     Male 34.20461 1.719509  84.41652                            yes  yes
## 320    Female 27.00000 1.550000  63.00000                             no  yes
## 1778     Male 38.64444 1.768235 117.79227                            yes  yes
## 942      Male 21.00000 1.693628  75.00000                            yes  yes
## 1083   Female 19.12615 1.633794  77.85853                            yes   no
## 1486     Male 18.61120 1.714143  96.56881                            yes  yes
## 159.1  Female 40.00000 1.550000  62.00000                            yes   no
## 1940   Female 26.00000 1.622701 109.98269                            yes  yes
## 483    Female 20.00000 1.580000  53.50000                            yes  yes
## 1159     Male 55.02249 1.673394  80.40031                            yes  yes
## 2105   Female 21.68237 1.732383 133.04394                            yes  yes
## 1568     Male 30.52085 1.784049 120.64418                            yes  yes
## 357      Male 17.00000 1.900000  60.00000                             no   no
## 264      Male 23.00000 1.740000  53.00000                             no  yes
## 462      Male 21.00000 1.710000 100.00000                            yes  yes
## 1280     Male 26.00429 1.844751 105.02581                            yes  yes
## 707    Female 19.31715 1.731195  49.65090                             no  yes
## 2016   Female 25.92168 1.611452 102.36315                            yes  yes
## 2008   Female 25.99917 1.638218 104.81002                            yes  yes
## 82       Male 30.00000 1.800000  91.00000                            yes  yes
## 91     Female 25.00000 1.630000  93.00000                             no   no
## 2111   Female 23.66471 1.738836 133.47264                            yes  yes
## 335    Female 18.00000 1.450000  53.00000                             no  yes
## 192      Male 26.00000 1.750000  80.00000                            yes  yes
## 784      Male 23.00000 1.712556  75.48076                            yes  yes
## 1990   Female 26.00000 1.626503 110.81876                            yes  yes
## 899      Male 21.73150 1.696201  75.39919                            yes  yes
## 1996   Female 20.38805 1.777971 137.78503                            yes  yes
## 147    Female 24.00000 1.560000  51.00000                             no   no
## 913    Female 21.16557 1.617749  68.90814                            yes  yes
## 1095   Female 25.29320 1.503379  64.34246                            yes   no
## 565.2    Male 17.90811 1.793926  59.68259                            yes  yes
## 954    Female 16.24058 1.616533  65.06294                            yes  yes
## 1860   Female 25.94383 1.629491 104.83907                            yes  yes
## 1880   Female 19.26293 1.741014 132.57927                            yes  yes
## 44       Male 21.00000 1.660000  62.00000                            yes  yes
## 481    Female 18.00000 1.570000  50.00000                             no  yes
## 1622     Male 24.00031 1.607939 100.61824                            yes  yes
## 282      Male 18.00000 1.700000  55.00000                            yes  yes
## 1785.1   Male 23.31964 1.846290 121.24804                            yes  yes
## 595      Male 18.00000 1.840138  60.00000                            yes  yes
## 967      Male 29.15391 1.773656  87.07023                             no  yes
## 1439   Female 40.78953 1.549748  80.00000                            yes  yes
## 1016     Male 21.80816 1.650000  80.00000                            yes  yes
## 517    Female 21.49105 1.586952  43.08751                             no   no
## 1113     Male 27.34974 1.835271  97.58826                            yes  yes
## 1574     Male 25.88375 1.767077 114.13315                            yes  yes
## 1790     Male 22.90689 1.819550 120.77544                            yes  yes
## 1504.1 Female 18.02474 1.617192  83.12181                            yes  yes
## 1442     Male 25.95383 1.657310  90.00000                            yes  yes
## 1314     Male 21.87248 1.699998  95.56443                            yes  yes
## 671      Male 18.06877 1.787787  52.00000                            yes  yes
## 1442.1   Male 25.95383 1.657310  90.00000                            yes  yes
## 1382   Female 33.22681 1.557943  77.64772                            yes  yes
## 1304     Male 29.43879 1.770126 108.60272                            yes  yes
## 738    Female 19.26908 1.580920  44.75394                             no   no
## 1330   Female 23.47416 1.577115  78.00000                            yes  yes
## 1371   Female 18.06358 1.633675  82.45958                            yes  yes
## 820      Male 23.17031 1.707557  75.30670                            yes  yes
## 1992   Female 21.65691 1.729099 134.84266                            yes  yes
## 949    Female 31.62638 1.666023  72.90619                            yes  yes
## 1066     Male 21.37804 1.718534  80.00000                            yes  yes
## 1053     Male 33.01526 1.731960  84.31561                            yes  yes
## 368    Female 40.00000 1.580000  63.00000                             no  yes
## 1260   Female 22.86502 1.632118  82.00000                            yes  yes
## 1941   Female 26.00000 1.622468 110.40085                            yes  yes
## 738.1  Female 19.26908 1.580920  44.75394                             no   no
## 1840   Female 18.36748 1.745644 133.66559                            yes  yes
## 943    Female 29.46317 1.659172  71.17000                            yes  yes
## 331    Female 17.00000 1.800000  50.00000                             no  yes
## 530    Female 21.37643 1.722527  50.83303                             no   no
## 2100   Female 25.97445 1.628855 108.09001                            yes  yes
## 1671     Male 25.13947 1.767186 112.22603                            yes  yes
## 2049   Female 18.63429 1.669354 126.08830                            yes  yes
## 2049.1 Female 18.63429 1.669354 126.08830                            yes  yes
## 101    Female 21.00000 1.690000  63.00000                             no  yes
## 1605     Male 24.52188 1.623278  97.58296                            yes  yes
## 1802   Female 18.23354 1.792378 137.85974                            yes  yes
## 144    Female 34.00000 1.680000  75.00000                             no  yes
## 745      Male 18.00000 1.738702  50.24868                            yes  yes
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## 495    Female 18.00000 1.670000  66.00000                             no  yes
## 1071     Male 34.82144 1.805459  90.13868                            yes  yes
## 1449     Male 22.17710 1.741353  96.73801                            yes  yes
## 642    Female 19.22011 1.530266  42.00000                             no  yes
## 727    Female 20.25562 1.534223  41.26860                             no  yes
## 1200.1   Male 32.24159 1.757961  87.90602                            yes  yes
## 401      Male 18.00000 1.650000  70.00000                            yes   no
## 292      Male 17.00000 1.800000  58.00000                             no  yes
## 1066.1   Male 21.37804 1.718534  80.00000                            yes  yes
## 1475   Female 22.82968 1.616085  82.58295                            yes  yes
## 2049.2 Female 18.63429 1.669354 126.08830                            yes  yes
## 628    Female 16.61184 1.830068  43.53453                             no  yes
## 1650.1   Male 31.19432 1.889104 129.15735                            yes  yes
## 748      Male 25.19163 1.813678  85.63779                             no  yes
## 280      Male 18.00000 1.790000  52.00000                             no   no
## 1221     Male 21.19615 1.650000  88.47236                            yes  yes
## 355    Female 17.00000 1.600000  59.00000                             no  yes
## 1226.1   Male 23.25291 1.775815  97.81302                            yes  yes
## 1906.1 Female 26.00000 1.623303 110.81746                            yes  yes
## 1985.2 Female 20.78175 1.734092 125.11763                            yes  yes
## 138.1    Male 44.00000 1.600000  80.00000                            yes   no
## 509.2    Male 17.18875 1.771915  55.69504                            yes  yes
## 497      Male 18.00000 1.720000  53.00000                            yes  yes
## 790    Female 37.21816 1.593894  63.32063                            yes  yes
## 1352   Female 39.21340 1.586301  80.00000                            yes  yes
## 1817.2 Female 24.26594 1.719365 114.51154                            yes  yes
## 1910   Female 21.50172 1.809871 152.39474                            yes  yes
## 447      Male 19.00000 1.830000  82.00000                            yes  yes
## 793    Female 18.29723 1.637396  70.00000                            yes  yes
## 2104   Female 21.01685 1.724268 133.03352                            yes  yes
## 933      Male 22.82843 1.710415  75.14286                            yes  yes
## 1379     Male 32.89564 1.783901 103.77137                            yes  yes
## 384      Male 17.00000 1.700000  98.00000                            yes   no
## 339    Female 17.00000 1.600000  65.00000                             no  yes
## 1719     Male 25.87941 1.765464 114.14438                            yes  yes
## 1768.1   Male 25.05788 1.763987 113.06967                            yes  yes
## 473    Female 18.00000 1.540000  71.00000                             no   no
## 1251   Female 18.00000 1.685633  90.03267                            yes  yes
## 247    Female 20.00000 1.570000  60.00000                             no  yes
## 1542     Male 31.86893 1.750000 118.10290                            yes  yes
## 1648     Male 30.49395 1.756221 119.11712                            yes  yes
## 1644.2   Male 28.49340 1.817572 120.81580                            yes  yes
## 944      Male 24.28486 1.776347  82.32905                            yes  yes
## 1086   Female 28.82419 1.700000  78.00000                            yes  yes
## 741.1  Female 19.00000 1.531610  42.00000                             no  yes
## 1770     Male 25.13709 1.772045 114.06794                            yes  yes
## 1946.1 Female 23.45530 1.677672 114.47048                            yes  yes
## 1771.2   Male 25.32920 1.771817 114.00483                            yes  yes
## 349      Male 18.00000 1.820000  80.00000                            yes  yes
## 1599     Male 30.68670 1.644517 100.00442                            yes  yes
## 644      Male 19.96247 1.756338  54.98234                            yes  yes
## 848    Female 21.00000 1.752944  77.96553                            yes  yes
## 918.1  Female 36.63146 1.532322  62.41723                            yes  yes
## 1846.1 Female 22.84636 1.757442 133.36509                            yes  yes
## 1307   Female 40.99318 1.567756  79.49363                            yes  yes
## 1666     Male 20.10103 1.619128 104.30371                            yes  yes
## 264.1    Male 23.00000 1.740000  53.00000                             no  yes
## 613    Female 23.01844 1.584785  44.37664                             no   no
## 280.1    Male 18.00000 1.790000  52.00000                             no   no
## 731      Male 17.92550 1.829142  59.93301                            yes  yes
## 1132.1 Female 24.32015 1.577921  65.29318                            yes   no
## 1381     Male 39.68585 1.781032  96.30385                            yes  yes
## 126      Male 18.00000 1.750000  80.00000                            yes  yes
## 1425     Male 36.67933 1.780725  98.79017                            yes  yes
## 147.1  Female 24.00000 1.560000  51.00000                             no   no
## 1740     Male 37.63810 1.750085 118.11418                            yes  yes
## 1838.1 Female 20.94194 1.812963 138.73062                            yes  yes
## 133.1  Female 19.00000 1.650000  56.00000                            yes  yes
## 5.1      Male 22.00000 1.780000  89.80000                             no   no
## 1615     Male 31.62796 1.762389 118.54873                            yes  yes
## 913.1  Female 21.16557 1.617749  68.90814                            yes  yes
## 490.2  Female 19.00000 1.560000  50.00000                             no  yes
## 212    Female 21.00000 1.630000  51.00000                             no  yes
## 1601.1   Male 25.44721 1.658910 104.54879                            yes  yes
## 1173   Female 34.17679 1.681021  77.39218                            yes  yes
## 59.1   Female 17.00000 1.650000  67.00000                            yes  yes
## 44.1     Male 21.00000 1.660000  62.00000                            yes  yes
## 539    Female 18.76603 1.579561  41.89020                             no  yes
## 129.1    Male 20.00000 1.720000  70.00000                            yes  yes
## 397    Female 38.00000 1.550000  59.00000                            yes   no
## 123.1    Male 21.00000 1.750000  50.00000                            yes   no
## 551    Female 32.38386 1.640688  46.65562                            yes  yes
## 40     Female 21.00000 1.750000  88.00000                            yes  yes
## 1052.1   Male 21.02766 1.726774  82.85375                            yes  yes
## 322.1    Male 38.00000 1.750000  75.00000                            yes   no
## 791.1    Male 19.07644 1.620000  69.52962                             no  yes
## 266      Male 18.00000 1.700000  50.00000                             no  yes
## 44.2     Male 21.00000 1.660000  62.00000                            yes  yes
## 1829   Female 26.00000 1.637725 111.20896                            yes  yes
## 571    Female 19.30044 1.739354  49.64961                             no  yes
## 2031   Female 20.79627 1.796538 152.47367                            yes  yes
## 739    Female 19.94624 1.603435  45.00000                             no   no
## 1757     Male 22.77100 1.865160 121.52737                            yes  yes
## 721    Female 22.17692 1.717460  51.49196                            yes  yes
## 144.1  Female 34.00000 1.680000  75.00000                             no  yes
## 1584     Male 31.34684 1.823545 126.46094                            yes  yes
## 319.1  Female 25.00000 1.560000  45.00000                             no  yes
## 455    Female 20.00000 1.680000  68.00000                             no  yes
## 970      Male 18.01433 1.751029  80.00000                            yes  yes
## 824    Female 21.90953 1.611356  68.06609                            yes  yes
## 1744     Male 25.49285 1.770124 114.16392                            yes  yes
## 1673     Male 30.79626 1.668478 100.54398                            yes  yes
## 1550.1   Male 23.45456 1.754218 117.38474                            yes  yes
## 616.1  Female 20.34516 1.534385  41.96525                             no  yes
## 1752     Male 26.19932 1.885119 121.06505                            yes  yes
## 370      Male 20.00000 1.580000  74.00000                             no   no
## 149    Female 27.00000 1.600000  61.00000                             no  yes
## 1530     Male 41.00000 1.750000 116.59435                            yes  yes
## 1547     Male 25.29840 1.827279 120.99607                            yes  yes
## 1723     Male 40.50172 1.744974 111.16968                            yes  yes
## 469    Female 20.00000 1.620000  45.00000                             no  yes
## 1320     Male 35.32211 1.780000 102.26596                            yes  yes
## 659    Female 19.59904 1.566501  41.70628                             no  yes
## 1044   Female 20.00000 1.625236  74.43336                            yes   no
## 286.1    Male 21.00000 1.790000 105.00000                            yes  yes
## 41.1   Female 21.00000 1.670000  75.00000                            yes  yes
## 2051   Female 20.74144 1.694439 122.81303                            yes  yes
## 1949   Female 20.81158 1.741193 128.76384                            yes  yes
## 1163.2 Female 41.74333 1.678610  79.84925                            yes  yes
## 1308     Male 22.93610 1.702825  93.63832                            yes  yes
## 1195     Male 30.35775 1.841852  93.61425                            yes  yes
## 615.1  Female 20.97143 1.549311  41.55747                             no  yes
## 1822.1 Female 20.59005 1.736276 130.92714                            yes  yes
## 1712.1   Male 28.98624 1.758618 113.50155                            yes  yes
## 1675     Male 27.93982 1.694642  99.70933                            yes  yes
## 770      Male 21.41364 1.709484  75.00000                            yes  yes
## 1539     Male 28.71299 1.665585  98.66176                            yes  yes
## 1073     Male 19.44364 1.744733  87.27989                            yes  yes
## 1179     Male 19.68489 1.700627  78.04821                            yes   no
## 829.1  Female 21.98734 1.730182  78.55444                            yes  yes
## 1509     Male 20.72064 1.705304  99.87372                            yes  yes
## 2007   Female 26.00000 1.641132 111.84171                            yes  yes
## 1412.1   Male 26.01193 1.777251 106.45237                            yes  yes
## 327      Male 18.00000 1.700000  55.30000                            yes  yes
## 1993   Female 21.76073 1.735810 135.34668                            yes  yes
## 1973   Female 18.30177 1.808765 140.29202                            yes  yes
## 291      Male 16.00000 1.820000  71.00000                            yes  yes
## 2034   Female 26.00000 1.643017 111.72024                            yes  yes
## 991.1  Female 22.15485 1.481682  61.37387                            yes   no
## 1940.1 Female 26.00000 1.622701 109.98269                            yes  yes
## 1835   Female 26.00000 1.643332 110.82470                            yes  yes
## 1527     Male 31.45741 1.874070 128.86744                            yes  yes
## 712.1  Female 18.09408 1.723328  50.00000                             no  yes
## 388    Female 37.00000 1.500000  75.00000                            yes  yes
## 1341.1   Male 21.98085 1.819875 106.04852                            yes  yes
## 1081   Female 28.97779 1.700000  78.00000                            yes  yes
## 144.2  Female 34.00000 1.680000  75.00000                             no  yes
## 35       Male 22.00000 1.650000  62.00000                             no  yes
## 736.1    Male 18.00000 1.739344  50.95144                            yes  yes
## 1526     Male 30.60523 1.750000 120.00000                            yes  yes
## 2073.1 Female 18.42348 1.735461 126.79817                            yes  yes
## 1016.1   Male 21.80816 1.650000  80.00000                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1149   2.784383 3.000000  Sometimes    no 2.165605  no 0.855973 0.839659
## 1482   2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 358    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1518   2.206276 3.000000  Sometimes    no 1.813082  no 1.949840 0.000000
## 129    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1876   3.000000 3.000000  Sometimes    no 2.501638  no 1.546179 0.664880
## 1264   2.036613 1.816980  Sometimes    no 1.930590  no 1.851404 0.000000
## 39     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1850   3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 929    2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 1570   2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 183    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 537    3.000000 3.000000 Frequently    no 2.000000  no 0.819682 1.000000
## 1587   2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 490    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 663    3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 1896   3.000000 3.000000  Sometimes    no 1.000544  no 0.001297 1.000000
## 1962   3.000000 3.000000  Sometimes    no 2.678779  no 0.000000 0.508848
## 1837   3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 655    2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 1975   3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 69     1.000000 3.000000         no   yes 2.000000 yes 0.000000 0.000000
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 1116   2.882522 3.000000  Sometimes    no 2.452986  no 1.000000 0.746651
## 655.1  2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 836    2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 1785   3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1232   2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 1904   3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 463    2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 559    2.767731 3.821168  Sometimes    no 2.000000  no 2.000000 0.556245
## 1418   2.667676 1.135278  Sometimes    no 1.399629  no 1.648883 0.000000
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1876.1 3.000000 3.000000  Sometimes    no 2.501638  no 1.546179 0.664880
## 1805   3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 254    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1042   2.631565 2.627173  Sometimes    no 2.253422  no 2.690756 0.845774
## 1627   1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 1858   3.000000 3.000000  Sometimes    no 2.553198  no 0.000000 0.393838
## 1686   1.735664 3.000000  Sometimes    no 2.041536  no 1.392406 0.391740
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 750    1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 1002   2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 908    2.000000 1.391778  Sometimes    no 2.645480  no 2.685087 0.975540
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 914    1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 2102   3.000000 3.000000  Sometimes    no 2.487070  no 0.067329 0.455823
## 1905   3.000000 3.000000  Sometimes    no 1.124366  no 0.877067 0.552006
## 1576   2.065752 3.000000  Sometimes    no 2.078297  no 0.000000 0.677354
## 407    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1618   2.176317 2.986637  Sometimes    no 1.015672  no 0.941410 0.000000
## 1799   2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 1238   2.069267 1.476204  Sometimes    no 3.000000  no 2.052520 0.092736
## 1967   3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 547    1.492500 3.000000  Sometimes    no 1.049134  no 2.000000 1.000000
## 798    2.000000 2.794156  Sometimes    no 2.377362  no 0.101236 0.105895
## 386    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1635   2.002784 3.000000  Sometimes    no 2.292906  no 1.034031 0.000000
## 1504   2.976509 3.000000  Sometimes    no 1.022705  no 1.025690 0.313016
## 1594   3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 988    2.901924 1.124977  Sometimes    no 2.763820  no 0.855400 0.999183
## 556    2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 314    1.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1635.1 2.002784 3.000000  Sometimes    no 2.292906  no 1.034031 0.000000
## 1472   2.805512 2.880817  Sometimes    no 1.001307  no 0.000000 1.376597
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1980   3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 505    3.000000 3.000000  Sometimes    no 2.444125  no 0.000000 0.265790
## 173    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 2078   3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1651   2.939727 3.000000  Sometimes   yes 1.344122  no 0.923428 1.432336
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 227    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1275   2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 1099   2.000000 1.977221  Sometimes    no 3.000000  no 1.000000 0.000000
## 736    1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 338    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 2.000000
## 561    2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 911.1  3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 1037   2.846981 3.000000  Sometimes    no 2.877810  no 1.000000 0.429081
## 445    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1253   2.262171 3.000000  Sometimes    no 2.034150  no 0.317363 0.508663
## 484    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 862    2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1464   2.000000 3.000000  Sometimes    no 1.234943  no 0.008368 0.000000
## 1373   2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 1738   2.128574 3.000000  Sometimes    no 2.531984  no 1.003294 0.026575
## 1806   3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 2102.1 3.000000 3.000000  Sometimes    no 2.487070  no 0.067329 0.455823
## 316    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1210   3.000000 3.000000  Sometimes    no 2.045069  no 1.725931 1.619596
## 179    3.000000 3.000000 Frequently   yes 2.000000  no 2.000000 2.000000
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 858    1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 862.1  2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 1676   2.499626 3.000000  Sometimes   yes 1.125338  no 0.945220 1.022505
## 288    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 159    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 399    3.000000 1.000000     Always    no 1.000000  no 0.000000 0.000000
## 997    2.000000 3.000000  Sometimes    no 2.000000  no 0.973114 1.540298
## 1766   2.016950 3.000000  Sometimes    no 1.834120  no 0.797209 0.185499
## 49     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 809    2.000000 3.000000  Sometimes    no 1.957871  no 0.994592 0.117303
## 1764   2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 131    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 864    2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 887    2.459976 3.308460  Sometimes    no 2.078011  no 1.779646 0.871772
## 1768   1.412566 3.000000  Sometimes    no 2.002495  no 1.592795 0.001867
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 583    2.449267 3.647154 Frequently    no 1.266018  no 0.866045 0.097234
## 1118   1.973499 1.081805  Sometimes    no 2.000000  no 0.000000 0.464022
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 1521   2.962415 3.000000  Sometimes    no 2.172649  no 1.097905 0.000000
## 1147   2.000000 3.000000  Sometimes    no 1.199517  no 0.047738 0.163329
## 699    2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 426    2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 27.1   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 445.1  2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 1474   2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 1485.1 2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 1873   3.000000 3.000000  Sometimes    no 1.817899  no 1.577824 0.930836
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 957    2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 565.1  2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 1520   2.183540 3.000000  Sometimes    no 2.277937  no 0.681830 0.000000
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1087   2.031246 3.000000  Sometimes    no 2.803002  no 1.984480 0.418623
## 320    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1778   2.230742 2.920373  Sometimes    no 1.831187  no 0.756277 0.000000
## 942    2.000000 3.000000  Sometimes    no 1.833055  no 1.000000 0.000000
## 1083   2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 159.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 483    2.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1159   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2105   3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 357    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 264    2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1280   3.000000 3.000000  Sometimes    no 2.925029  no 2.000000 1.758865
## 707    2.919751 3.576103  Sometimes    no 1.949308  no 1.940182 1.000000
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 2008   3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 82     2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 91     3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 2111   3.000000 3.000000  Sometimes    no 2.863513  no 1.026452 0.714137
## 335    2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 899    2.109162 3.245148  Sometimes    no 1.971774  no 0.989335 0.000000
## 1996   3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 913    1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 565.2  2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 954    2.388168 1.000000  Sometimes    no 1.438018 yes 0.110887 1.165817
## 1860   3.000000 3.000000  Sometimes    no 2.209790  no 0.114698 0.604422
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 44     2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 1.000000
## 481    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1622   2.877743 1.311797  Sometimes    no 1.000463  no 0.182249 1.431200
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1785.1 3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 595    3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 967    1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 1439   2.000000 1.099151  Sometimes    no 1.687611  no 1.874662 0.000000
## 1016   2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
## 517    2.008760 1.737620 Frequently    no 1.792022  no 0.119643 0.000000
## 1113   2.923433 1.338033  Sometimes    no 1.944095  no 1.931829 1.000000
## 1574   2.225731 3.000000  Sometimes    no 2.154326  no 1.266866 0.390178
## 1790   2.636719 2.806341  Sometimes    no 1.967591  no 1.525384 0.315595
## 1504.1 2.976509 3.000000  Sometimes    no 1.022705  no 1.025690 0.313016
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 671    3.000000 3.000000  Sometimes    no 2.000000  no 0.854337 1.000000
## 1442.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1382   2.020910 2.093831  Sometimes    no 1.506518  no 0.000000 0.000000
## 1304   3.000000 3.000000  Sometimes    no 1.163264  no 1.866023 1.604608
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 1330   2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 1371   2.921576 3.000000  Sometimes    no 1.003636  no 1.000227 0.905596
## 820    2.303367 3.042774  Sometimes    no 1.277636  no 0.944982 0.366126
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 1066   2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 1260   2.587789 1.482103  Sometimes    no 1.911664  no 0.000000 0.128681
## 1941   3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 738.1  3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 943    2.000000 3.000000  Sometimes    no 1.281683  no 1.609801 0.000000
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 530    3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 2100   3.000000 3.000000  Sometimes    no 1.757105  no 0.085119 0.465444
## 1671   1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 2049.1 3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 101    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 1802   3.000000 3.000000  Sometimes    no 2.838893  no 1.990317 0.735868
## 144    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 745    1.871213 3.000000  Sometimes    no 1.283738  no 0.684879 1.487223
## 1188   2.000000 1.009426  Sometimes    no 2.136398  no 1.060349 0.000000
## 358.1  1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1985   3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 960    2.206399 1.000000  Sometimes    no 2.000000 yes 0.948930 1.772463
## 415    2.000000 1.000000     Always    no 2.000000  no 1.000000 2.000000
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1211   3.000000 3.000000  Sometimes    no 2.509147  no 2.000000 1.564796
## 1953   3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 56     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 461    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1808   3.000000 3.000000  Sometimes    no 1.347559  no 0.462951 0.317940
## 1206   2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 59     3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1750   2.219186 3.000000  Sometimes    no 2.092326  no 0.545919 1.742880
## 1581   2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 725    1.649974 1.513835  Sometimes    no 1.549974  no 0.227802 1.972926
## 948    2.994480 3.000000  Sometimes    no 1.706568  no 0.784216 0.150969
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1565   2.754645 2.175432  Sometimes    no 1.541733  no 0.358709 1.073900
## 1550   1.617093 3.000000  Sometimes    no 2.000000  no 1.818052 0.631825
## 1567   2.200588 3.000000  Sometimes    no 1.295697  no 1.058378 0.000000
## 895    2.971588 2.743277  Sometimes    no 1.394883  no 2.000000 0.470243
## 741    2.749268 1.394539 Frequently    no 1.322048  no 0.463949 0.800993
## 1444   2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 1601   2.859097 1.340361  Sometimes    no 1.530508  no 0.174475 1.261705
## 36     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1739   2.068834 3.000000  Sometimes    no 2.543841  no 1.217993 0.038253
## 427    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 82.1   2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1257   2.000000 1.086870  Sometimes    no 2.279124  no 1.000000 1.609773
## 889    2.000000 3.000000  Sometimes    no 2.813234  no 0.228753 2.000000
## 1209   2.076689 3.000000  Sometimes    no 1.026729  no 0.647798 0.000000
## 133    3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 797    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 946    2.162519 3.000000  Sometimes    no 2.152666  no 1.078074 1.502839
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 982    2.000000 2.110937  Sometimes    no 2.175632  no 1.000000 0.000000
## 337    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 747    2.000000 1.000000         no    no 2.115967  no 0.770536 0.000000
## 1819   3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1754.1 2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1685   1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1129   2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 1033   3.000000 3.884861  Sometimes    no 2.000000  no 1.000000 1.000000
## 463.1  2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 279    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 102    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 2075   3.000000 3.000000  Sometimes    no 1.755907  no 1.488090 0.857718
## 1472.1 2.805512 2.880817  Sometimes    no 1.001307  no 0.000000 1.376597
## 2050   3.000000 3.000000  Sometimes    no 1.353167  no 1.093679 0.534553
## 137.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 2081   3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 1163   2.733129 3.000000  Sometimes    no 1.302594  no 0.000000 1.103349
## 637.1  1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 1052   2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 1849   3.000000 3.000000  Sometimes    no 1.068493  no 0.112122 1.000000
## 645    2.000000 4.000000  Sometimes    no 2.369627  no 2.000000 1.612466
## 1778.1 2.230742 2.920373  Sometimes    no 1.831187  no 0.756277 0.000000
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 22     3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 199    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 402    2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1049   1.961347 3.000000  Sometimes    no 2.000000  no 1.655488 1.000000
## 762    2.577427 1.000000  Sometimes    no 2.000000  no 2.287423 0.000000
## 1548   2.758394 3.000000  Sometimes    no 2.161303  no 0.428173 0.716327
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 65     2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1388   2.766320 1.317884  Sometimes    no 1.889341  no 0.990642 0.000000
## 1393   2.640801 1.015488  Sometimes    no 2.022355  no 0.244749 0.289218
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 572    3.000000 3.566082  Sometimes    no 1.438398  no 2.000000 1.000000
## 204    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 189    3.000000 1.000000         no    no 3.000000  no 3.000000 1.000000
## 1070   2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 1974   3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 858.1  1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 1392   2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 41     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2079   3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 1837.1 3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 2089   3.000000 3.000000  Sometimes    no 2.584305  no 0.000000 0.232108
## 1062   2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 516    3.000000 1.600812 Frequently    no 2.651258  no 0.600817 0.000000
## 764    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1146   2.734314 3.000000  Sometimes    no 3.000000  no 0.897702 0.908271
## 542    2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1594.1 3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 787    2.397280 2.656588  Sometimes    no 2.061062  no 1.912981 1.887386
## 1153   1.963965 1.836226  Sometimes    no 1.855370  no 0.000000 1.667745
## 238    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 54     3.000000 3.000000         no    no 2.000000 yes 2.000000 1.000000
## 306    2.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 691    2.214980 2.641550  Sometimes    no 2.121251  no 0.998391 0.858820
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 1637   2.002076 3.000000  Sometimes    no 2.338373  no 0.897562 0.081156
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 1274   1.851262 3.000000  Sometimes    no 2.112670  no 0.388269 0.000000
## 1987   3.000000 3.000000  Sometimes    no 1.301657  no 1.718543 0.947884
## 526    3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 15     3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 1705   2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 687    2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 1014   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 257    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 561.1  2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 240    3.000000 3.000000         no    no 3.000000 yes 3.000000 1.000000
## 1917   3.000000 3.000000  Sometimes    no 2.588107  no 0.000000 0.465607
## 2096   3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 1365   1.897796 3.000000  Sometimes    no 1.193039  no 0.011519 0.000000
## 81     3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 1024   2.000000 2.720642  Sometimes    no 1.519700  no 0.279375 1.043435
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 646    2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 350    2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 612    3.000000 2.993210 Frequently    no 2.702783  no 1.967234 0.000000
## 62     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1825   3.000000 3.000000  Sometimes    no 1.077253  no 0.162083 0.824607
## 1902   3.000000 3.000000  Sometimes    no 1.295436  no 0.282063 0.929356
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 1412   3.000000 3.000000  Sometimes    no 1.911379  no 1.911096 1.032392
## 554    2.310423 3.558637  Sometimes    no 1.787843  no 1.926592 0.828549
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 728    2.120185 4.000000  Sometimes    no 2.582165  no 2.000000 1.510609
## 791    2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 2022   3.000000 3.000000  Sometimes    no 1.042989  no 0.097114 0.429540
## 2059   3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 359    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1960   3.000000 3.000000  Sometimes    no 2.436097  no 0.129178 0.683736
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 1733   2.576910 3.000000  Sometimes    no 2.080187  no 1.042680 0.376683
## 863    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.018877
## 1490   2.000000 3.000000  Sometimes    no 2.090413  no 0.000000 0.000000
## 918    2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 231    3.000000 4.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 677    2.794197 3.409363  Sometimes    no 1.543021  no 2.000000 1.000000
## 293    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 116    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 310    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1385   2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 256    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 368.1  2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 350.1  2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 517.1  2.008760 1.737620 Frequently    no 1.792022  no 0.119643 0.000000
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 1545   1.994679 3.000000  Sometimes    no 2.000000  no 0.966617 0.739006
## 1592   2.668949 1.134321  Sometimes    no 1.279443  no 0.112430 1.135503
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 746.1  2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 1311   2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 284    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 2008.1 3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 2066   3.000000 3.000000  Sometimes    no 1.777805  no 1.584716 0.927341
## 1388.1 2.766320 1.317884  Sometimes    no 1.889341  no 0.990642 0.000000
## 2060   3.000000 3.000000  Sometimes    no 2.495851  no 0.000000 0.218645
## 1476   2.685484 3.000000  Sometimes    no 2.649459  no 1.000000 0.000000
## 538    2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 840    3.000000 3.000000  Sometimes    no 2.759246  no 1.763277 0.453314
## 884    2.013782 2.625942  Sometimes    no 1.045586  no 0.553305 0.480214
## 244    2.000000 3.000000  Sometimes   yes 3.000000  no 1.000000 0.000000
## 1721   1.067909 3.656401  Sometimes    no 1.984590  no 0.054238 0.000000
## 1322   2.150054 2.988539  Sometimes    no 2.768325  no 2.085150 0.000000
## 1336   2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 1936   3.000000 3.000000  Sometimes    no 1.484938  no 0.742250 0.604692
## 393    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 617    2.890535 3.907790 Frequently    no 1.109115  no 1.548953 0.555468
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 2038   3.000000 3.000000  Sometimes    no 2.609052  no 0.000000 0.548590
## 616    2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 860    2.620963 3.000000  Sometimes    no 2.824559  no 0.754599 2.000000
## 1226   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 704    3.000000 3.000000 Frequently    no 2.003570  no 1.259550 0.417116
## 1545.1 1.994679 3.000000  Sometimes    no 2.000000  no 0.966617 0.739006
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 1537   1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 512    3.000000 3.000000 Frequently    no 2.593459  no 2.000000 1.000000
## 546    2.000000 3.000000 Frequently    no 1.229915  no 0.619533 2.000000
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1374   3.000000 3.000000  Sometimes    no 2.110611  no 1.890907 1.584830
## 150    3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 967.1  1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 1569   2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 286    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 285    1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 3      2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 174    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 1.000000
## 206    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 446    2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 618    3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 252    2.000000 1.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 1110   2.000000 1.672706  Sometimes    no 2.766674  no 1.000000 0.027093
## 389    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1936.1 3.000000 3.000000  Sometimes    no 1.484938  no 0.742250 0.604692
## 2000   3.000000 3.000000  Sometimes    no 2.896088  no 1.612741 0.773190
## 481.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 178    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 991    2.000000 2.983297  Sometimes    no 1.453626  no 0.328960 0.509396
## 1950   3.000000 3.000000  Sometimes    no 2.365188  no 1.256115 0.760091
## 1293   2.000000 3.000000  Sometimes    no 3.000000  no 0.603638 0.969085
## 1621   3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 170    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1867   3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 128    3.000000 1.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 687.1  2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 552    3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 516.1  3.000000 1.600812 Frequently    no 2.651258  no 0.600817 0.000000
## 633    2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 2062   3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 429    3.000000 1.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1665   2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 11     3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 578    2.725282 1.259803 Frequently    no 1.000000  no 1.374670 0.000000
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 1093   2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 279.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1816   3.000000 3.000000  Sometimes    no 2.869234  no 1.465931 0.627886
## 1903   3.000000 3.000000  Sometimes    no 1.241378  no 0.259427 0.852362
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1512   2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1394   2.000000 2.986172  Sometimes    no 2.364208  no 2.492402 1.632506
## 1997   3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 905    2.000000 3.000000  Sometimes    no 1.968011  no 1.072662 0.776758
## 98.1   3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 863.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.018877
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 614    3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 485    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 295    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 2.000000
## 924    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 891    2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 1387   2.186322 2.900915  Sometimes    no 2.471033  no 0.256113 0.000000
## 1989   3.000000 3.000000  Sometimes    no 2.639816  no 0.000000 0.452236
## 86     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 1062.1 2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 2106   3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 393.1  3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 490.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 956    3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 892    2.104105 3.000000  Sometimes    no 1.871033  no 1.000000 0.000000
## 712    1.052699 3.998618 Frequently    no 1.000000  no 2.000000 1.000000
## 517.2  2.008760 1.737620 Frequently    no 1.792022  no 0.119643 0.000000
## 1348.1 2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 1879   3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 1419   2.569075 2.463113  Sometimes    no 1.567366  no 0.359134 0.000000
## 1434   2.049112 2.622055  Sometimes    no 2.280555  no 2.052896 0.896185
## 1654   2.233720 2.993634  Sometimes    no 2.028368  no 0.863158 0.449886
## 1841   3.000000 3.000000  Sometimes    no 2.953110  no 1.445148 0.673210
## 454    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 764.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 116.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1347   2.864776 3.000000  Sometimes    no 1.876915  no 0.631565 0.186414
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1341   2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 633.1  2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 1253.1 2.262171 3.000000  Sometimes    no 2.034150  no 0.317363 0.508663
## 485.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 1839   3.000000 3.000000  Sometimes    no 2.417122  no 0.952725 0.573958
## 670    2.530233 3.249340  Sometimes    no 2.387945  no 1.976341 1.672508
## 2010   3.000000 3.000000  Sometimes    no 1.322004  no 0.000000 0.539876
## 1817.1 3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 1074   2.003951 3.000000  Sometimes    no 1.207978  no 1.916751 1.228995
## 341    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 537.1  3.000000 3.000000 Frequently    no 2.000000  no 0.819682 1.000000
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 468    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 1027   2.033745 3.000000  Sometimes    no 1.517225  no 0.000000 1.517897
## 1185   2.000000 3.000000  Sometimes    no 3.000000  no 1.047290 0.933802
## 468.1  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 453    3.000000 3.000000         no    no 2.000000  no 2.000000 1.000000
## 956.1  3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 1950.1 3.000000 3.000000  Sometimes    no 2.365188  no 1.256115 0.760091
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 595.1  3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 81.1   3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 785    1.753750 1.296156  Sometimes    no 2.000000 yes 0.110174 1.944675
## 1213   2.333610 2.113575  Sometimes    no 2.504136  no 2.998981 1.000000
## 1859   3.000000 3.000000  Sometimes    no 2.180566  no 0.000000 0.519905
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1573   2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 1887   3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 155    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 954.1  2.388168 1.000000  Sometimes    no 1.438018 yes 0.110887 1.165817
## 272    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1163.1 2.733129 3.000000  Sometimes    no 1.302594  no 0.000000 1.103349
## 796    3.000000 3.000000  Sometimes    no 1.174611  no 2.000000 0.000000
## 1339   1.164062 3.000000  Sometimes    no 1.157395  no 0.000000 0.320851
## 21     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 1277   2.000000 2.119826  Sometimes    no 2.000000  no 0.000000 1.882539
## 1327   2.000000 3.000000  Sometimes    no 1.326165  no 0.000000 0.000000
## 1974.1 3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 114    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 537.2  3.000000 3.000000 Frequently    no 2.000000  no 0.819682 1.000000
## 1115.1 2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 2005   3.000000 3.000000  Sometimes    no 2.682804  no 0.000000 0.151710
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 250    3.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1070.1 2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 523    2.392665 1.000000 Frequently    no 1.000000  no 0.000000 0.738269
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1222   2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 138    2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 476    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1404   2.000000 3.000000  Sometimes    no 2.133469  no 1.030199 1.082838
## 799    2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 707.1  2.919751 3.576103  Sometimes    no 1.949308  no 1.940182 1.000000
## 1730   2.432355 3.000000  Sometimes    no 1.336526  no 1.638120 0.090341
## 598    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 64     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1410   2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 882    3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 538.1  2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 931    2.000000 3.156309         no    no 3.000000  no 1.179592 0.086868
## 51     3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 501    3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 1553   2.501224 2.049565  Sometimes    no 1.000000  no 1.746583 0.000000
## 363    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1802.1 3.000000 3.000000  Sometimes    no 2.838893  no 1.990317 0.735868
## 1846   3.000000 3.000000  Sometimes    no 2.848370  no 1.206059 0.766668
## 1156.1 2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1805.1 3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 66     1.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 808    1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 2000.1 3.000000 3.000000  Sometimes    no 2.896088  no 1.612741 0.773190
## 227.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1330.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.876101 0.000000
## 758.1  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 58     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 102.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1040   2.000000 3.000000  Sometimes    no 3.000000  no 1.072318 0.651904
## 81.2   3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1311.1 2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 1933   3.000000 3.000000  Sometimes    no 1.482002  no 0.204108 0.657221
## 1806.1 3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 1030.1 2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1819.1 3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 1035   2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 646.1  2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 1186   2.000000 1.044628  Sometimes    no 2.010510  no 2.805801 0.000000
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 774    2.108711 3.000000  Sometimes    no 2.746197  no 1.910432 0.000000
## 1214   2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1289.1 1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 1894   3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 1824   3.000000 3.000000  Sometimes    no 1.003563  no 0.008127 1.000000
## 1657   2.046651 2.842035  Sometimes    no 1.732072  no 0.584272 0.000000
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 8      2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1182   2.765769 3.000000  Sometimes    no 2.845134  no 1.000000 0.426830
## 1867.1 3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 423    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1346   2.843456 2.937989  Sometimes    no 1.001995  no 0.000000 1.554404
## 1407   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1935.1 3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 800    2.000000 1.146794  Sometimes    no 3.000000  no 1.809745 1.690102
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 1906   3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 361    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1746   2.219650 3.000000  Sometimes    no 2.165408  no 1.315045 0.688985
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 37     2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1894.1 3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 1414   2.000000 3.000000  Sometimes    no 1.572371  no 0.000000 0.000000
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 782    2.903545 3.000000  Sometimes    no 1.549931  no 0.000000 0.273882
## 173.1  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1315   2.000000 2.966803  Sometimes    no 2.000000  no 0.000000 1.281541
## 1409   2.607747 1.000414  Sometimes    no 3.000000  no 1.269169 1.460564
## 838    3.000000 1.000000  Sometimes    no 2.000000  no 2.315983 0.000000
## 1801   3.000000 3.000000  Sometimes    no 1.197667  no 0.000000 0.534769
## 967.2  1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 1889   3.000000 3.000000  Sometimes    no 2.310076  no 0.071150 0.733085
## 920    2.138334 1.000000  Sometimes    no 2.000000  no 2.269058 0.000000
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 36.1   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 744    2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1484   2.000000 2.880794  Sometimes    no 1.618370  no 0.120165 0.000000
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 314.1  1.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 436    2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1407.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 2017   3.000000 3.000000  Sometimes    no 1.000536  no 0.005939 0.566353
## 615    2.927218 1.000000 Frequently    no 1.000000  no 0.000000 0.276592
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2087   3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 1845   3.000000 3.000000  Sometimes    no 1.698767  no 0.000000 0.543960
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1305   3.000000 3.000000  Sometimes    no 1.271178  no 1.944728 0.000000
## 376    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1206.1 2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 1736   2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 274    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 238.1  3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 624    2.652779 3.804944 Frequently    no 1.601140  no 0.174692 0.096982
## 1728   2.731368 3.000000  Sometimes   yes 1.486824  no 1.485978 1.150439
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1297   2.533605 1.271624  Sometimes    no 1.893691  no 1.296535 0.000000
## 1105   3.000000 3.000000  Sometimes    no 2.503198  no 0.000000 0.000000
## 1985.1 3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 456    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 1432   2.094184 2.735706  Sometimes    no 2.257922  no 2.230547 0.195339
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 322    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 430    2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 82.2   2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1444.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 2036   3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1815   3.000000 3.000000  Sometimes    no 2.374958  no 0.750111 0.671458
## 1771   1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 1912   3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 719    2.919584 3.697831 Frequently    no 1.147121  no 0.993058 0.089220
## 486    1.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1782   2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 1372   2.000000 3.000000  Sometimes    no 2.793505  no 2.219390 0.202902
## 2058   3.000000 3.000000  Sometimes    no 2.638896  no 0.000000 0.224559
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 1431   2.045160 1.874532  Sometimes    no 2.856521  no 2.005286 0.105408
## 1370   2.340405 3.000000  Sometimes    no 1.655245  no 1.006884 0.548539
## 1457   2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1337   2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 534    3.000000 3.000000  Sometimes    no 2.027984  no 1.661556 0.114716
## 895.1  2.971588 2.743277  Sometimes    no 1.394883  no 2.000000 0.470243
## 1206.2 2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 1855   3.000000 3.000000  Sometimes    no 2.304716  no 0.826660 0.914492
## 786    2.543563 1.000000  Sometimes    no 2.000000 yes 0.694281 1.056911
## 1058.1 2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1266   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 1463.1 2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 375    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 977    2.706134 2.669766  Sometimes    no 1.979848 yes 0.445238 0.908836
## 1838   3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 273.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1057   1.306844 2.279546  Sometimes    no 2.000000  no 0.000000 0.739609
## 533    3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 1164   2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 1727   2.654792 1.077331  Sometimes    no 1.345407  no 0.327418 0.386861
## 1819.2 3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1794   2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 191    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 719.1  2.919584 3.697831 Frequently    no 1.147121  no 0.993058 0.089220
## 116.2  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1986   3.000000 3.000000  Sometimes    no 1.205548  no 1.723934 0.952352
## 1492   2.000000 2.379850  Sometimes    no 2.616138  no 1.000000 0.652485
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 361.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1905.1 3.000000 3.000000  Sometimes    no 1.124366  no 0.877067 0.552006
## 1946   3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 457    3.000000 1.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 239    3.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1845.1 3.000000 3.000000  Sometimes    no 1.698767  no 0.000000 0.543960
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 187    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1021   2.000000 1.000000  Sometimes    no 1.000000  no 0.740633 0.000000
## 533.1  3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 1181   2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 170.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 2024   3.000000 3.000000  Sometimes    no 2.833770  no 0.806422 0.672513
## 1230   2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 1451   2.000000 1.000000  Sometimes    no 2.000000  no 0.011477 0.000000
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 5      2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1650   2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 1106   1.588782 2.601675  Sometimes    no 2.469469  no 1.736538 1.886855
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 1482.1 2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 22.1   3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 1357   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1392.1 2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 661    3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 1104.1 2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 1355   2.000000 3.000000  Sometimes    no 2.000000  no 1.732090 0.048617
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 2004   3.000000 3.000000  Sometimes    no 2.619517  no 0.000000 0.140368
## 885    2.000000 1.411808  Sometimes    no 2.651194  no 2.878414 0.953841
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1043   2.000000 1.000000  Sometimes    no 2.000000  no 1.472172 0.000000
## 193    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 888    2.643183 3.821461  Sometimes    no 2.397124  no 2.044165 0.471663
## 1150   2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 1771.1 1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 1893   3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 1009   2.951591 3.000000  Sometimes    no 2.971557  no 0.000000 0.947192
## 1409.1 2.607747 1.000414  Sometimes    no 3.000000  no 1.269169 1.460564
## 1997.1 3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 509.1  2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 713    2.910345 3.000000 Frequently    no 1.000000 yes 1.461005 0.000000
## 375.1  2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 2063   3.000000 3.000000  Sometimes    no 2.447306  no 0.000454 0.486558
## 1026   3.000000 3.000000  Sometimes    no 2.981604  no 0.000000 0.000000
## 1224   2.000000 3.000000  Sometimes    no 1.630528  no 0.000000 0.000000
## 196    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 13.1   3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 985    2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 1313   2.934671 2.119682  Sometimes    no 2.041462  no 0.578074 0.000000
## 836.1  2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 572.1  3.000000 3.566082  Sometimes    no 1.438398  no 2.000000 1.000000
## 1217   2.490507 2.974204  Sometimes    no 1.846754  no 0.000000 0.000000
## 380    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1705.1 2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 275    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1355.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.732090 0.048617
## 1443   2.000000 3.000000  Sometimes    no 3.000000  no 0.884935 0.122280
## 1655   1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 788    3.000000 2.809716  Sometimes    no 1.591425  no 0.178023 0.000000
## 1059   2.258795 3.530090  Sometimes    no 1.172186  no 0.678943 1.000000
## 711.1  1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 2068   3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 1561   1.562804 3.000000  Sometimes    no 2.075493  no 1.553734 0.000436
## 1543   2.729890 3.000000  Sometimes    no 2.030084  no 0.592607 0.754417
## 1398   2.290095 2.590283  Sometimes    no 2.506296  no 0.312254 1.000000
## 1972   3.000000 3.000000  Sometimes    no 2.699675  no 1.520818 0.763990
## 1921   3.000000 3.000000  Sometimes    no 1.032834  no 0.045250 0.922749
## 1259   1.081585 2.870661  Sometimes    no 1.117560  no 0.000000 1.616826
## 1025   2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 1728.1 2.731368 3.000000  Sometimes   yes 1.486824  no 1.485978 1.150439
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 758.2  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 80     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 829    2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 881    2.838037 2.737571  Sometimes    no 1.144467 yes 0.753782 1.286844
## 1249   2.000000 3.000000  Sometimes    no 1.155384  no 0.003938 0.526999
## 1017   2.821977 2.044035  Sometimes    no 1.954968  no 1.000000 0.854536
## 376.1  2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1166   2.000000 1.193729  Sometimes    no 1.846441  no 0.546402 0.235711
## 1794.1 2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 827    2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 1232.1 2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 1197   2.094490 1.873484  Sometimes    no 2.000000  no 2.079709 0.880414
## 665    3.000000 3.715118 Frequently    no 1.774576  no 0.102970 0.646423
## 1893.1 3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 492    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 1.000000
## 1689   2.225149 3.000000  Sometimes    no 2.357978  no 1.943743 0.682128
## 636    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.525597
## 1303   2.061969 3.000000  Sometimes    no 1.229171  no 2.392047 1.256119
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 98.2   3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 730    2.342220 3.937099  Sometimes    no 2.311791  no 2.013377 1.128355
## 768    2.954996 3.714833  Sometimes    no 2.430918  no 2.545931 0.469735
## 1161   2.000000 3.000000  Sometimes    no 2.000000  no 0.527341 2.000000
## 1941.1 3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 1555   3.000000 2.218285  Sometimes    no 1.340117  no 0.428259 0.000000
## 305    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 125    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1827   3.000000 3.000000  Sometimes    no 2.154949  no 1.999897 0.957463
## 1261   2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 1499   2.081238 3.000000  Sometimes    no 1.183630  no 1.171770 0.000000
## 750.1  1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 737    2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 1804   3.000000 3.000000  Sometimes    no 2.774014  no 0.000000 0.138418
## 860.1  2.620963 3.000000  Sometimes    no 2.824559  no 0.754599 2.000000
## 1926   3.000000 3.000000  Sometimes    no 2.226081  no 1.881761 0.933964
## 714    2.866383 1.226342 Frequently    no 1.000000  no 0.144950 0.000000
## 1889.1 3.000000 3.000000  Sometimes    no 2.310076  no 0.071150 0.733085
## 811    1.452524 3.950553         no    no 2.109858  no 0.508847 1.194633
## 1879.1 3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 1822   3.000000 3.000000  Sometimes    no 1.852692  no 1.463610 0.962336
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 1548.1 2.758394 3.000000  Sometimes    no 2.161303  no 0.428173 0.716327
## 1191   2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 1886   3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 1345   2.000000 1.548407  Sometimes    no 2.191401  no 1.000000 1.676944
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 479    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 661.1  3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1644.1 2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 429.1  3.000000 1.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1117   2.000000 3.000000  Sometimes    no 1.622638  no 0.033745 0.105895
## 883    2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 836.2  2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 1862.1 3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 80.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 466    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 310.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1657.1 2.046651 2.842035  Sometimes    no 1.732072  no 0.584272 0.000000
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1702   2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 661.2  3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 173.2  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 328    3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 350.2  2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 1094   2.000000 1.104642  Sometimes    no 1.000000  no 0.000000 0.969097
## 262    2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1458   1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 407.1  2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1805.2 3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 501.1  3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 1036.1 2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 495    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 727    2.673638 2.779379 Frequently    no 1.249074  no 0.043412 0.403694
## 1200.1 2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 401    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 292    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1066.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 1475   2.663866 1.416309  Sometimes    no 2.379275  no 0.256323 0.598244
## 2049.2 3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 628    2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 1650.1 2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 748    1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 280    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1221   2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 355    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1226.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1906.1 3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 1985.2 3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 138.1  2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 509.2  2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 497    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1817.2 3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 447    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 793    2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 933    2.786008 3.000000  Sometimes    no 2.526193  no 0.925118 2.000000
## 1379   2.902469 1.734762  Sometimes    no 2.600238  no 2.113992 0.584755
## 384    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 339    3.000000 1.000000  Sometimes    no 2.000000 yes 1.000000 2.000000
## 1719   1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 1768.1 1.412566 3.000000  Sometimes    no 2.002495  no 1.592795 0.001867
## 473    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1251   2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 247    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1542   2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 1644.2 2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 944    1.989905 3.054899  Sometimes    no 2.080968  no 1.107543 0.939726
## 1086   3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 741.1  2.749268 1.394539 Frequently    no 1.322048  no 0.463949 0.800993
## 1770   1.624366 3.000000  Sometimes    no 2.081719  no 1.538922 0.356868
## 1946.1 3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 1771.2 1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 349    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 644    2.277436 3.502604  Sometimes    no 2.891713  no 1.696294 1.894902
## 848    2.839048 2.106010  Sometimes    no 1.639202  no 1.117311 0.967919
## 918.1  2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 1846.1 3.000000 3.000000  Sometimes    no 2.848370  no 1.206059 0.766668
## 1307   2.000000 3.000000  Sometimes    no 2.952506  no 0.000000 0.000000
## 1666   2.870895 1.627555  Sometimes    no 1.375728  no 0.210181 1.163117
## 264.1  2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 613    2.204914 2.127797 Frequently    no 2.120292  no 0.995735 0.000000
## 280.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1132.1 2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 1381   2.252698 2.475228  Sometimes    no 2.923856  no 2.165429 0.616045
## 126    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 147.1  3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 1740   2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 1838.1 3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 133.1  3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 5.1    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1615   2.998441 3.000000  Sometimes    no 2.462916  no 0.554646 1.992190
## 913.1  1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 490.2  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1601.1 2.859097 1.340361  Sometimes    no 1.530508  no 0.174475 1.261705
## 1173   2.796060 1.971472  Sometimes    no 1.921601  no 0.935217 0.704637
## 59.1   3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 44.1   2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 1.000000
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 129.1  3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 397    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 123.1  3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 551    3.000000 3.111580 Frequently    no 2.721769  no 1.442870 0.000000
## 40     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1052.1 2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 322.1  3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 791.1  2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 44.2   2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 1.000000
## 1829   3.000000 3.000000  Sometimes    no 2.709140  no 0.000000 0.110518
## 571    3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 739    3.000000 3.000000 Frequently    no 2.487919 yes 1.230441 0.000000
## 1757   2.739000 2.740492  Sometimes    no 1.824561  no 1.094839 0.000000
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 144.1  3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1584   2.938801 3.000000  Sometimes   yes 1.478994  no 0.946763 1.360463
## 319.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 455    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 970    2.000000 2.805436  Sometimes    no 2.122884  no 0.045651 0.017225
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1744   2.159033 3.000000  Sometimes    no 2.116399  no 1.331526 0.052942
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 1550.1 1.617093 3.000000  Sometimes    no 2.000000  no 1.818052 0.631825
## 616.1  2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 1752   2.423291 3.000000  Sometimes    no 2.902682  no 1.243567 0.555591
## 370    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 149    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1530   2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 1547   3.000000 3.000000  Sometimes    no 3.000000  no 1.110215 0.396352
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 469    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 286.1  2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 41.1   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2051   3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 1949   3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 1163.2 2.733129 3.000000  Sometimes    no 1.302594  no 0.000000 1.103349
## 1308   2.000000 3.000000  Sometimes    no 1.746197  no 0.455216 0.335158
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 615.1  2.927218 1.000000 Frequently    no 1.000000  no 0.000000 0.276592
## 1822.1 3.000000 3.000000  Sometimes    no 1.852692  no 1.463610 0.962336
## 1712.1 2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1675   2.772027 2.454432  Sometimes    no 1.000000  no 0.858554 0.051268
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 829.1  2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 1412.1 3.000000 3.000000  Sometimes    no 1.911379  no 1.911096 1.032392
## 327    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1993   3.000000 3.000000  Sometimes    no 2.611654  no 1.618512 0.868788
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 291    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 2034   3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 991.1  2.000000 2.983297  Sometimes    no 1.453626  no 0.328960 0.509396
## 1940.1 3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 1835   3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 1527   2.956297 3.000000  Sometimes   yes 1.275100  no 0.901924 1.875023
## 712.1  1.052699 3.998618 Frequently    no 1.000000  no 2.000000 1.000000
## 388    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1341.1 2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1081   3.000000 3.000000  Sometimes    no 1.507638  no 1.824340 1.000000
## 144.2  3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 35     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 736.1  1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 1526   2.758394 3.000000  Sometimes   yes 2.174248  no 1.079524 1.358163
## 2073.1 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 1016.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
##              CALC                MTRANS          NObeyesdad
## 302     Sometimes Public_Transportation       Normal_Weight
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 1149   Frequently            Automobile Overweight_Level_II
## 1482    Sometimes            Automobile      Obesity_Type_I
## 358            no            Automobile       Normal_Weight
## 1518    Sometimes Public_Transportation     Obesity_Type_II
## 129     Sometimes Public_Transportation       Normal_Weight
## 190            no Public_Transportation       Normal_Weight
## 1876    Sometimes Public_Transportation    Obesity_Type_III
## 1264    Sometimes            Automobile      Obesity_Type_I
## 39      Sometimes Public_Transportation       Normal_Weight
## 1850    Sometimes Public_Transportation    Obesity_Type_III
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 814     Sometimes            Automobile  Overweight_Level_I
## 929     Sometimes Public_Transportation  Overweight_Level_I
## 1570    Sometimes Public_Transportation     Obesity_Type_II
## 183            no Public_Transportation Insufficient_Weight
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 537            no Public_Transportation Insufficient_Weight
## 1587    Sometimes Public_Transportation     Obesity_Type_II
## 490            no Public_Transportation       Normal_Weight
## 663     Sometimes Public_Transportation Insufficient_Weight
## 1896    Sometimes Public_Transportation    Obesity_Type_III
## 1962    Sometimes Public_Transportation    Obesity_Type_III
## 1837    Sometimes Public_Transportation    Obesity_Type_III
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 655            no Public_Transportation Insufficient_Weight
## 1975    Sometimes Public_Transportation    Obesity_Type_III
## 69     Frequently            Automobile     Obesity_Type_II
## 1433           no Public_Transportation      Obesity_Type_I
## 1116    Sometimes Public_Transportation Overweight_Level_II
## 655.1          no Public_Transportation Insufficient_Weight
## 1485    Sometimes            Automobile      Obesity_Type_I
## 836     Sometimes            Automobile  Overweight_Level_I
## 1785    Sometimes Public_Transportation     Obesity_Type_II
## 458     Sometimes Public_Transportation       Normal_Weight
## 1232    Sometimes            Automobile      Obesity_Type_I
## 1904    Sometimes Public_Transportation    Obesity_Type_III
## 463     Sometimes            Automobile Overweight_Level_II
## 559            no            Automobile Insufficient_Weight
## 1418    Sometimes            Automobile      Obesity_Type_I
## 311            no Public_Transportation Insufficient_Weight
## 1876.1  Sometimes Public_Transportation    Obesity_Type_III
## 1805    Sometimes Public_Transportation    Obesity_Type_III
## 254     Sometimes Public_Transportation       Normal_Weight
## 1042           no            Automobile Overweight_Level_II
## 1627    Sometimes Public_Transportation     Obesity_Type_II
## 1858    Sometimes Public_Transportation    Obesity_Type_III
## 1686    Sometimes Public_Transportation     Obesity_Type_II
## 911     Sometimes            Automobile  Overweight_Level_I
## 1795           no Public_Transportation     Obesity_Type_II
## 750     Sometimes Public_Transportation  Overweight_Level_I
## 1002    Sometimes Public_Transportation Overweight_Level_II
## 908            no Public_Transportation  Overweight_Level_I
## 137     Sometimes Public_Transportation       Normal_Weight
## 914     Sometimes Public_Transportation  Overweight_Level_I
## 2102    Sometimes Public_Transportation    Obesity_Type_III
## 1905    Sometimes Public_Transportation    Obesity_Type_III
## 1576    Sometimes            Automobile     Obesity_Type_II
## 407     Sometimes            Automobile       Normal_Weight
## 1618           no            Automobile     Obesity_Type_II
## 1799           no Public_Transportation     Obesity_Type_II
## 1238   Frequently            Automobile      Obesity_Type_I
## 1967    Sometimes Public_Transportation    Obesity_Type_III
## 547     Sometimes Public_Transportation Insufficient_Weight
## 798            no Public_Transportation  Overweight_Level_I
## 386            no Public_Transportation       Normal_Weight
## 1635    Sometimes            Automobile     Obesity_Type_II
## 1504           no Public_Transportation      Obesity_Type_I
## 1594    Sometimes Public_Transportation     Obesity_Type_II
## 988     Sometimes            Automobile Overweight_Level_II
## 556     Sometimes Public_Transportation Insufficient_Weight
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 766     Sometimes            Automobile  Overweight_Level_I
## 314     Sometimes Public_Transportation       Normal_Weight
## 1635.1  Sometimes            Automobile     Obesity_Type_II
## 1472    Sometimes Public_Transportation      Obesity_Type_I
## 246     Sometimes            Automobile Insufficient_Weight
## 1980    Sometimes Public_Transportation    Obesity_Type_III
## 505     Sometimes Public_Transportation    Obesity_Type_III
## 173     Sometimes Public_Transportation       Normal_Weight
## 746            no            Automobile  Overweight_Level_I
## 2078    Sometimes Public_Transportation    Obesity_Type_III
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1651    Sometimes Public_Transportation     Obesity_Type_II
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 227            no            Automobile       Normal_Weight
## 1275           no Public_Transportation      Obesity_Type_I
## 1099    Sometimes            Automobile Overweight_Level_II
## 736     Sometimes Public_Transportation Insufficient_Weight
## 338            no               Walking       Normal_Weight
## 561            no            Automobile Insufficient_Weight
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 1572    Sometimes            Automobile     Obesity_Type_II
## 182     Sometimes Public_Transportation       Normal_Weight
## 911.1   Sometimes            Automobile  Overweight_Level_I
## 1037    Sometimes Public_Transportation Overweight_Level_II
## 445     Sometimes Public_Transportation       Normal_Weight
## 1253    Sometimes Public_Transportation      Obesity_Type_I
## 484            no Public_Transportation  Overweight_Level_I
## 390            no Public_Transportation  Overweight_Level_I
## 862     Sometimes Public_Transportation  Overweight_Level_I
## 27         Always               Walking       Normal_Weight
## 1464    Sometimes Public_Transportation      Obesity_Type_I
## 1373           no Public_Transportation      Obesity_Type_I
## 1268    Sometimes            Automobile      Obesity_Type_I
## 353     Sometimes               Walking       Normal_Weight
## 1738    Sometimes Public_Transportation     Obesity_Type_II
## 1806    Sometimes Public_Transportation    Obesity_Type_III
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 1276           no Public_Transportation      Obesity_Type_I
## 2102.1  Sometimes Public_Transportation    Obesity_Type_III
## 316     Sometimes Public_Transportation       Normal_Weight
## 1210    Sometimes Public_Transportation      Obesity_Type_I
## 179    Frequently Public_Transportation       Normal_Weight
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 177            no Public_Transportation       Normal_Weight
## 858     Sometimes Public_Transportation  Overweight_Level_I
## 1469           no Public_Transportation      Obesity_Type_I
## 395            no Public_Transportation       Normal_Weight
## 862.1   Sometimes Public_Transportation  Overweight_Level_I
## 163     Sometimes Public_Transportation       Normal_Weight
## 1676    Sometimes Public_Transportation     Obesity_Type_II
## 288            no Public_Transportation       Normal_Weight
## 159     Sometimes            Automobile  Overweight_Level_I
## 399     Sometimes Public_Transportation     Obesity_Type_II
## 997            no Public_Transportation Overweight_Level_II
## 1766    Sometimes Public_Transportation     Obesity_Type_II
## 49      Sometimes               Walking       Normal_Weight
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 809     Sometimes Public_Transportation  Overweight_Level_I
## 1764    Sometimes Public_Transportation     Obesity_Type_II
## 131            no Public_Transportation       Normal_Weight
## 864     Sometimes            Automobile  Overweight_Level_I
## 637     Sometimes Public_Transportation Insufficient_Weight
## 887     Sometimes Public_Transportation  Overweight_Level_I
## 1768    Sometimes Public_Transportation     Obesity_Type_II
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 273            no Public_Transportation       Normal_Weight
## 583            no Public_Transportation Insufficient_Weight
## 1118    Sometimes Public_Transportation Overweight_Level_II
## 508     Sometimes Public_Transportation Insufficient_Weight
## 1521    Sometimes            Automobile     Obesity_Type_II
## 1147    Sometimes Public_Transportation Overweight_Level_II
## 699     Sometimes Public_Transportation Insufficient_Weight
## 426     Sometimes Public_Transportation       Normal_Weight
## 27.1       Always               Walking       Normal_Weight
## 165     Sometimes            Automobile Overweight_Level_II
## 445.1   Sometimes Public_Transportation       Normal_Weight
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 565            no            Automobile Insufficient_Weight
## 1474           no Public_Transportation      Obesity_Type_I
## 1485.1  Sometimes            Automobile      Obesity_Type_I
## 1873    Sometimes Public_Transportation    Obesity_Type_III
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 957     Sometimes            Automobile  Overweight_Level_I
## 565.1          no            Automobile Insufficient_Weight
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 1520    Sometimes            Automobile     Obesity_Type_II
## 527     Sometimes Public_Transportation Insufficient_Weight
## 1087           no            Automobile Overweight_Level_II
## 320     Sometimes            Automobile  Overweight_Level_I
## 1778    Sometimes            Automobile     Obesity_Type_II
## 942     Sometimes Public_Transportation  Overweight_Level_I
## 1083    Sometimes Public_Transportation Overweight_Level_II
## 1486           no Public_Transportation      Obesity_Type_I
## 159.1   Sometimes            Automobile  Overweight_Level_I
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 483     Sometimes Public_Transportation       Normal_Weight
## 1159           no            Automobile Overweight_Level_II
## 2105    Sometimes Public_Transportation    Obesity_Type_III
## 1568    Sometimes            Automobile     Obesity_Type_II
## 357            no               Walking Insufficient_Weight
## 264            no Public_Transportation Insufficient_Weight
## 462            no Public_Transportation      Obesity_Type_I
## 1280    Sometimes Public_Transportation      Obesity_Type_I
## 707     Sometimes Public_Transportation Insufficient_Weight
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 2008    Sometimes Public_Transportation    Obesity_Type_III
## 82      Sometimes Public_Transportation Overweight_Level_II
## 91             no Public_Transportation     Obesity_Type_II
## 2111    Sometimes Public_Transportation    Obesity_Type_III
## 335    Frequently Public_Transportation  Overweight_Level_I
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 899     Sometimes Public_Transportation  Overweight_Level_I
## 1996    Sometimes Public_Transportation    Obesity_Type_III
## 147    Frequently Public_Transportation       Normal_Weight
## 913     Sometimes Public_Transportation  Overweight_Level_I
## 1095           no Public_Transportation Overweight_Level_II
## 565.2          no            Automobile Insufficient_Weight
## 954            no Public_Transportation  Overweight_Level_I
## 1860    Sometimes Public_Transportation    Obesity_Type_III
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 44     Frequently Public_Transportation       Normal_Weight
## 481     Sometimes Public_Transportation       Normal_Weight
## 1622           no Public_Transportation     Obesity_Type_II
## 282     Sometimes Public_Transportation       Normal_Weight
## 1785.1  Sometimes Public_Transportation     Obesity_Type_II
## 595            no            Automobile Insufficient_Weight
## 967            no            Automobile  Overweight_Level_I
## 1439    Sometimes            Automobile      Obesity_Type_I
## 1016           no Public_Transportation Overweight_Level_II
## 517            no Public_Transportation Insufficient_Weight
## 1113    Sometimes Public_Transportation Overweight_Level_II
## 1574    Sometimes Public_Transportation     Obesity_Type_II
## 1790    Sometimes Public_Transportation     Obesity_Type_II
## 1504.1         no Public_Transportation      Obesity_Type_I
## 1442    Sometimes            Automobile      Obesity_Type_I
## 1314           no Public_Transportation      Obesity_Type_I
## 671     Sometimes Public_Transportation Insufficient_Weight
## 1442.1  Sometimes            Automobile      Obesity_Type_I
## 1382    Sometimes            Automobile      Obesity_Type_I
## 1304    Sometimes            Automobile      Obesity_Type_I
## 738     Sometimes Public_Transportation Insufficient_Weight
## 1330           no Public_Transportation      Obesity_Type_I
## 1371           no Public_Transportation      Obesity_Type_I
## 820     Sometimes Public_Transportation  Overweight_Level_I
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 949     Sometimes            Automobile  Overweight_Level_I
## 1066           no Public_Transportation Overweight_Level_II
## 1053           no            Automobile Overweight_Level_II
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 1260    Sometimes Public_Transportation      Obesity_Type_I
## 1941    Sometimes Public_Transportation    Obesity_Type_III
## 738.1   Sometimes Public_Transportation Insufficient_Weight
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 943     Sometimes            Automobile  Overweight_Level_I
## 331     Sometimes Public_Transportation Insufficient_Weight
## 530     Sometimes Public_Transportation Insufficient_Weight
## 2100    Sometimes Public_Transportation    Obesity_Type_III
## 1671    Sometimes Public_Transportation     Obesity_Type_II
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 2049.1  Sometimes Public_Transportation    Obesity_Type_III
## 101     Sometimes Public_Transportation       Normal_Weight
## 1605           no Public_Transportation     Obesity_Type_II
## 1802    Sometimes Public_Transportation    Obesity_Type_III
## 144     Sometimes            Automobile  Overweight_Level_I
## 745     Sometimes Public_Transportation Insufficient_Weight
## 1188           no            Automobile Overweight_Level_II
## 358.1          no            Automobile       Normal_Weight
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1985    Sometimes Public_Transportation    Obesity_Type_III
## 960            no Public_Transportation  Overweight_Level_I
## 415    Frequently            Automobile      Obesity_Type_I
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1211    Sometimes Public_Transportation      Obesity_Type_I
## 1953    Sometimes Public_Transportation    Obesity_Type_III
## 56      Sometimes            Automobile       Normal_Weight
## 461            no Public_Transportation       Normal_Weight
## 1808    Sometimes Public_Transportation    Obesity_Type_III
## 1206           no            Automobile Overweight_Level_II
## 59             no               Walking       Normal_Weight
## 1750    Sometimes            Automobile     Obesity_Type_II
## 1581    Sometimes Public_Transportation     Obesity_Type_II
## 725     Sometimes Public_Transportation Insufficient_Weight
## 948     Sometimes Public_Transportation  Overweight_Level_I
## 171     Sometimes Public_Transportation Overweight_Level_II
## 1565           no Public_Transportation     Obesity_Type_II
## 1550    Sometimes Public_Transportation     Obesity_Type_II
## 1567    Sometimes Public_Transportation     Obesity_Type_II
## 895            no            Automobile  Overweight_Level_I
## 741     Sometimes Public_Transportation Insufficient_Weight
## 1444           no Public_Transportation      Obesity_Type_I
## 1601           no Public_Transportation     Obesity_Type_II
## 36      Sometimes Public_Transportation Overweight_Level_II
## 1739    Sometimes Public_Transportation     Obesity_Type_II
## 427            no Public_Transportation       Normal_Weight
## 82.1    Sometimes Public_Transportation Overweight_Level_II
## 1257           no Public_Transportation      Obesity_Type_I
## 889    Frequently Public_Transportation  Overweight_Level_I
## 1209           no            Automobile Overweight_Level_II
## 133    Frequently Public_Transportation       Normal_Weight
## 797     Sometimes            Automobile  Overweight_Level_I
## 1132           no Public_Transportation Overweight_Level_II
## 946     Sometimes Public_Transportation  Overweight_Level_I
## 489     Sometimes               Walking       Normal_Weight
## 982     Sometimes               Walking Overweight_Level_II
## 337            no Public_Transportation       Normal_Weight
## 747     Sometimes Public_Transportation  Overweight_Level_I
## 1819    Sometimes Public_Transportation    Obesity_Type_III
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 1754.1  Sometimes Public_Transportation     Obesity_Type_II
## 1685    Sometimes Public_Transportation     Obesity_Type_II
## 1129           no            Automobile Overweight_Level_II
## 1033    Sometimes Public_Transportation Overweight_Level_II
## 463.1   Sometimes            Automobile Overweight_Level_II
## 279     Sometimes            Automobile       Normal_Weight
## 102            no Public_Transportation       Normal_Weight
## 1030    Sometimes            Automobile Overweight_Level_II
## 2075    Sometimes Public_Transportation    Obesity_Type_III
## 1472.1  Sometimes Public_Transportation      Obesity_Type_I
## 2050    Sometimes Public_Transportation    Obesity_Type_III
## 137.1   Sometimes Public_Transportation       Normal_Weight
## 626     Sometimes Public_Transportation Insufficient_Weight
## 2081    Sometimes Public_Transportation    Obesity_Type_III
## 1163           no            Automobile Overweight_Level_II
## 637.1   Sometimes Public_Transportation Insufficient_Weight
## 1052    Sometimes Public_Transportation Overweight_Level_II
## 1849    Sometimes Public_Transportation    Obesity_Type_III
## 645            no            Automobile Insufficient_Weight
## 1778.1  Sometimes            Automobile     Obesity_Type_II
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 22             no            Automobile      Obesity_Type_I
## 199            no Public_Transportation Insufficient_Weight
## 402     Sometimes Public_Transportation       Normal_Weight
## 1049    Sometimes Public_Transportation Overweight_Level_II
## 762     Sometimes Public_Transportation  Overweight_Level_I
## 1548    Sometimes            Automobile     Obesity_Type_II
## 1703           no Public_Transportation     Obesity_Type_II
## 65             no Public_Transportation       Normal_Weight
## 1388           no            Automobile      Obesity_Type_I
## 1393    Sometimes Public_Transportation      Obesity_Type_I
## 653            no Public_Transportation Insufficient_Weight
## 572     Sometimes Public_Transportation Insufficient_Weight
## 204     Sometimes            Automobile      Obesity_Type_I
## 189    Frequently            Automobile      Obesity_Type_I
## 1070           no Public_Transportation Overweight_Level_II
## 1974    Sometimes Public_Transportation    Obesity_Type_III
## 1198           no            Automobile Overweight_Level_II
## 858.1   Sometimes Public_Transportation  Overweight_Level_I
## 1392    Sometimes Public_Transportation      Obesity_Type_I
## 1115           no            Automobile Overweight_Level_II
## 41      Sometimes Public_Transportation  Overweight_Level_I
## 2079    Sometimes Public_Transportation    Obesity_Type_III
## 1837.1  Sometimes Public_Transportation    Obesity_Type_III
## 2089    Sometimes Public_Transportation    Obesity_Type_III
## 1062    Sometimes Public_Transportation Overweight_Level_II
## 516            no Public_Transportation Insufficient_Weight
## 764     Sometimes Public_Transportation  Overweight_Level_I
## 1146   Frequently Public_Transportation Overweight_Level_II
## 542     Sometimes Public_Transportation Insufficient_Weight
## 243            no            Automobile       Normal_Weight
## 1594.1  Sometimes Public_Transportation     Obesity_Type_II
## 787     Sometimes Public_Transportation  Overweight_Level_I
## 1153    Sometimes Public_Transportation Overweight_Level_II
## 238            no Public_Transportation       Normal_Weight
## 54             no Public_Transportation       Normal_Weight
## 306     Sometimes Public_Transportation     Obesity_Type_II
## 691     Sometimes Public_Transportation Insufficient_Weight
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 1637    Sometimes Public_Transportation     Obesity_Type_II
## 1562           no            Automobile     Obesity_Type_II
## 1274    Sometimes            Automobile      Obesity_Type_I
## 1987    Sometimes Public_Transportation    Obesity_Type_III
## 526     Sometimes Public_Transportation Insufficient_Weight
## 15      Sometimes Public_Transportation       Normal_Weight
## 536            no Public_Transportation Insufficient_Weight
## 1705    Sometimes Public_Transportation     Obesity_Type_II
## 687            no Public_Transportation Insufficient_Weight
## 1014           no            Automobile Overweight_Level_II
## 257     Sometimes Public_Transportation Overweight_Level_II
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 561.1          no            Automobile Insufficient_Weight
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 240            no Public_Transportation       Normal_Weight
## 1917    Sometimes Public_Transportation    Obesity_Type_III
## 2096    Sometimes Public_Transportation    Obesity_Type_III
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 1365    Sometimes            Automobile      Obesity_Type_I
## 81             no Public_Transportation       Normal_Weight
## 1024    Sometimes Public_Transportation Overweight_Level_II
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 646            no Public_Transportation Insufficient_Weight
## 350     Sometimes Public_Transportation      Obesity_Type_I
## 612            no Public_Transportation Insufficient_Weight
## 62      Sometimes Public_Transportation       Normal_Weight
## 1825    Sometimes Public_Transportation    Obesity_Type_III
## 1902    Sometimes Public_Transportation    Obesity_Type_III
## 76             no Public_Transportation Insufficient_Weight
## 1412    Sometimes Public_Transportation      Obesity_Type_I
## 554     Sometimes Public_Transportation Insufficient_Weight
## 587     Sometimes Public_Transportation Insufficient_Weight
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 728            no            Automobile Insufficient_Weight
## 791     Sometimes Public_Transportation  Overweight_Level_I
## 2022    Sometimes Public_Transportation    Obesity_Type_III
## 2059    Sometimes Public_Transportation    Obesity_Type_III
## 359    Frequently            Automobile     Obesity_Type_II
## 1960    Sometimes Public_Transportation    Obesity_Type_III
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 1733    Sometimes            Automobile     Obesity_Type_II
## 863     Sometimes            Automobile  Overweight_Level_I
## 1490    Sometimes            Automobile      Obesity_Type_I
## 918     Sometimes            Automobile  Overweight_Level_I
## 255            no Public_Transportation       Normal_Weight
## 231     Sometimes               Walking  Overweight_Level_I
## 677     Sometimes Public_Transportation Insufficient_Weight
## 293            no Public_Transportation       Normal_Weight
## 116            no Public_Transportation       Normal_Weight
## 310            no               Walking       Normal_Weight
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 392     Sometimes               Walking Insufficient_Weight
## 1385           no Public_Transportation      Obesity_Type_I
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 256            no                  Bike  Overweight_Level_I
## 368.1   Sometimes Public_Transportation  Overweight_Level_I
## 350.1   Sometimes Public_Transportation      Obesity_Type_I
## 517.1          no Public_Transportation Insufficient_Weight
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 1545    Sometimes Public_Transportation     Obesity_Type_II
## 1592           no Public_Transportation     Obesity_Type_II
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 746.1          no            Automobile  Overweight_Level_I
## 1311    Sometimes            Automobile      Obesity_Type_I
## 284     Sometimes               Walking       Normal_Weight
## 2008.1  Sometimes Public_Transportation    Obesity_Type_III
## 87             no Public_Transportation       Normal_Weight
## 2066    Sometimes Public_Transportation    Obesity_Type_III
## 1388.1         no            Automobile      Obesity_Type_I
## 2060    Sometimes Public_Transportation    Obesity_Type_III
## 1476    Sometimes Public_Transportation      Obesity_Type_I
## 538     Sometimes Public_Transportation Insufficient_Weight
## 840     Sometimes Public_Transportation  Overweight_Level_I
## 884     Sometimes            Automobile  Overweight_Level_I
## 244     Sometimes            Automobile Overweight_Level_II
## 1721    Sometimes            Automobile     Obesity_Type_II
## 1322           no Public_Transportation      Obesity_Type_I
## 1336    Sometimes Public_Transportation      Obesity_Type_I
## 1672           no Public_Transportation     Obesity_Type_II
## 1936    Sometimes Public_Transportation    Obesity_Type_III
## 393            no Public_Transportation       Normal_Weight
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 1233    Sometimes            Automobile      Obesity_Type_I
## 617            no Public_Transportation Insufficient_Weight
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 990            no Public_Transportation Overweight_Level_II
## 2038    Sometimes Public_Transportation    Obesity_Type_III
## 616     Sometimes Public_Transportation Insufficient_Weight
## 860     Sometimes Public_Transportation  Overweight_Level_I
## 1226           no Public_Transportation      Obesity_Type_I
## 704            no Public_Transportation Insufficient_Weight
## 1545.1  Sometimes Public_Transportation     Obesity_Type_II
## 1248           no Public_Transportation      Obesity_Type_I
## 1537    Sometimes            Automobile     Obesity_Type_II
## 686            no Public_Transportation Insufficient_Weight
## 512            no Public_Transportation Insufficient_Weight
## 546            no Public_Transportation Insufficient_Weight
## 122    Frequently Public_Transportation Overweight_Level_II
## 217     Sometimes               Walking       Normal_Weight
## 1374    Sometimes Public_Transportation      Obesity_Type_I
## 150     Sometimes            Automobile      Obesity_Type_I
## 967.1          no            Automobile  Overweight_Level_I
## 826     Sometimes            Automobile  Overweight_Level_I
## 1569    Sometimes            Automobile     Obesity_Type_II
## 286     Sometimes Public_Transportation      Obesity_Type_I
## 285     Sometimes Public_Transportation       Normal_Weight
## 3      Frequently Public_Transportation       Normal_Weight
## 174            no Public_Transportation       Normal_Weight
## 206    Frequently Public_Transportation      Obesity_Type_I
## 446     Sometimes Public_Transportation       Normal_Weight
## 1131           no Public_Transportation Overweight_Level_II
## 618     Sometimes            Automobile Insufficient_Weight
## 252    Frequently            Automobile Overweight_Level_II
## 1247           no Public_Transportation      Obesity_Type_I
## 1110    Sometimes            Automobile Overweight_Level_II
## 389            no Public_Transportation      Obesity_Type_I
## 1936.1  Sometimes Public_Transportation    Obesity_Type_III
## 2000    Sometimes Public_Transportation    Obesity_Type_III
## 481.1   Sometimes Public_Transportation       Normal_Weight
## 178     Sometimes Public_Transportation       Normal_Weight
## 991            no Public_Transportation Overweight_Level_II
## 1950    Sometimes Public_Transportation    Obesity_Type_III
## 1293           no Public_Transportation      Obesity_Type_I
## 1621    Sometimes Public_Transportation     Obesity_Type_II
## 170            no            Automobile Overweight_Level_II
## 1867    Sometimes Public_Transportation    Obesity_Type_III
## 128     Sometimes Public_Transportation       Normal_Weight
## 894            no            Automobile  Overweight_Level_I
## 687.1          no Public_Transportation Insufficient_Weight
## 552            no Public_Transportation Insufficient_Weight
## 516.1          no Public_Transportation Insufficient_Weight
## 633     Sometimes Public_Transportation Insufficient_Weight
## 2062    Sometimes Public_Transportation    Obesity_Type_III
## 213            no Public_Transportation Overweight_Level_II
## 429     Sometimes Public_Transportation       Normal_Weight
## 1665           no Public_Transportation     Obesity_Type_II
## 11      Sometimes Public_Transportation      Obesity_Type_I
## 578     Sometimes Public_Transportation Insufficient_Weight
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 1093    Sometimes Public_Transportation Overweight_Level_II
## 279.1   Sometimes            Automobile       Normal_Weight
## 1816    Sometimes Public_Transportation    Obesity_Type_III
## 1903    Sometimes Public_Transportation    Obesity_Type_III
## 329     Sometimes               Walking       Normal_Weight
## 1512           no Public_Transportation      Obesity_Type_I
## 1              no Public_Transportation       Normal_Weight
## 1394           no Public_Transportation      Obesity_Type_I
## 1997    Sometimes Public_Transportation    Obesity_Type_III
## 905     Sometimes Public_Transportation  Overweight_Level_I
## 98.1    Sometimes Public_Transportation Insufficient_Weight
## 1712    Sometimes            Automobile     Obesity_Type_II
## 863.1   Sometimes            Automobile  Overweight_Level_I
## 1629           no            Automobile     Obesity_Type_II
## 614     Sometimes Public_Transportation Insufficient_Weight
## 485            no            Automobile Overweight_Level_II
## 295     Sometimes Public_Transportation      Obesity_Type_I
## 924     Sometimes Public_Transportation  Overweight_Level_I
## 1763    Sometimes            Automobile     Obesity_Type_II
## 891            no Public_Transportation  Overweight_Level_I
## 1387           no            Automobile      Obesity_Type_I
## 1989    Sometimes Public_Transportation    Obesity_Type_III
## 86             no Public_Transportation       Normal_Weight
## 153     Sometimes            Automobile  Overweight_Level_I
## 1062.1  Sometimes Public_Transportation Overweight_Level_II
## 2106    Sometimes Public_Transportation    Obesity_Type_III
## 393.1          no Public_Transportation       Normal_Weight
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 490.1          no Public_Transportation       Normal_Weight
## 956     Sometimes            Automobile  Overweight_Level_I
## 892     Sometimes Public_Transportation  Overweight_Level_I
## 712     Sometimes Public_Transportation Insufficient_Weight
## 517.2          no Public_Transportation Insufficient_Weight
## 1348.1  Sometimes Public_Transportation      Obesity_Type_I
## 1879    Sometimes Public_Transportation    Obesity_Type_III
## 1419    Sometimes            Automobile      Obesity_Type_I
## 1434           no Public_Transportation      Obesity_Type_I
## 1654    Sometimes Public_Transportation     Obesity_Type_II
## 1841    Sometimes Public_Transportation    Obesity_Type_III
## 454     Sometimes            Automobile       Normal_Weight
## 1344           no Public_Transportation      Obesity_Type_I
## 764.1   Sometimes Public_Transportation  Overweight_Level_I
## 116.1          no Public_Transportation       Normal_Weight
## 1347           no Public_Transportation      Obesity_Type_I
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1341    Sometimes Public_Transportation      Obesity_Type_I
## 633.1   Sometimes Public_Transportation Insufficient_Weight
## 1253.1  Sometimes Public_Transportation      Obesity_Type_I
## 485.1          no            Automobile Overweight_Level_II
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 1839    Sometimes Public_Transportation    Obesity_Type_III
## 670            no            Automobile Insufficient_Weight
## 2010    Sometimes Public_Transportation    Obesity_Type_III
## 1817.1  Sometimes Public_Transportation    Obesity_Type_III
## 1074           no Public_Transportation Overweight_Level_II
## 341            no Public_Transportation       Normal_Weight
## 537.1          no Public_Transportation Insufficient_Weight
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 468            no            Automobile       Normal_Weight
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 1027           no            Automobile Overweight_Level_II
## 1185    Sometimes Public_Transportation Overweight_Level_II
## 468.1          no            Automobile       Normal_Weight
## 693     Sometimes Public_Transportation Insufficient_Weight
## 453     Sometimes            Automobile       Normal_Weight
## 956.1   Sometimes            Automobile  Overweight_Level_I
## 1950.1  Sometimes Public_Transportation    Obesity_Type_III
## 1104           no Public_Transportation Overweight_Level_II
## 595.1          no            Automobile Insufficient_Weight
## 81.1           no Public_Transportation       Normal_Weight
## 785     Sometimes Public_Transportation  Overweight_Level_I
## 1213    Sometimes            Automobile      Obesity_Type_I
## 1859    Sometimes Public_Transportation    Obesity_Type_III
## 1157           no            Automobile Overweight_Level_II
## 1761    Sometimes            Automobile     Obesity_Type_II
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1573    Sometimes            Automobile     Obesity_Type_II
## 1887    Sometimes Public_Transportation    Obesity_Type_III
## 155     Sometimes Public_Transportation      Obesity_Type_I
## 954.1          no Public_Transportation  Overweight_Level_I
## 272     Sometimes Public_Transportation       Normal_Weight
## 1163.1         no            Automobile Overweight_Level_II
## 796            no            Automobile  Overweight_Level_I
## 1339    Sometimes Public_Transportation      Obesity_Type_I
## 21             no               Walking Overweight_Level_II
## 1277           no Public_Transportation      Obesity_Type_I
## 1327    Sometimes            Automobile      Obesity_Type_I
## 1974.1  Sometimes Public_Transportation    Obesity_Type_III
## 114            no               Walking       Normal_Weight
## 537.2          no Public_Transportation Insufficient_Weight
## 1115.1         no            Automobile Overweight_Level_II
## 2005    Sometimes Public_Transportation    Obesity_Type_III
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 250     Sometimes               Walking  Overweight_Level_I
## 1070.1         no Public_Transportation Overweight_Level_II
## 523     Sometimes Public_Transportation Insufficient_Weight
## 296            no               Walking       Normal_Weight
## 1222           no Public_Transportation      Obesity_Type_I
## 138            no             Motorbike      Obesity_Type_I
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 476            no Public_Transportation  Overweight_Level_I
## 1404           no Public_Transportation      Obesity_Type_I
## 799     Sometimes Public_Transportation  Overweight_Level_I
## 707.1   Sometimes Public_Transportation Insufficient_Weight
## 1730    Sometimes Public_Transportation     Obesity_Type_II
## 598     Sometimes Public_Transportation Insufficient_Weight
## 64      Sometimes            Automobile       Normal_Weight
## 1410           no Public_Transportation      Obesity_Type_I
## 882     Sometimes Public_Transportation  Overweight_Level_I
## 538.1   Sometimes Public_Transportation Insufficient_Weight
## 1097           no            Automobile Overweight_Level_II
## 514            no Public_Transportation Insufficient_Weight
## 711     Sometimes Public_Transportation Insufficient_Weight
## 931     Sometimes Public_Transportation  Overweight_Level_I
## 51      Sometimes               Walking       Normal_Weight
## 501     Sometimes Public_Transportation    Obesity_Type_III
## 1553           no            Automobile     Obesity_Type_II
## 363     Sometimes            Automobile  Overweight_Level_I
## 1802.1  Sometimes Public_Transportation    Obesity_Type_III
## 1846    Sometimes Public_Transportation    Obesity_Type_III
## 1156.1  Sometimes Public_Transportation Overweight_Level_II
## 1805.1  Sometimes Public_Transportation    Obesity_Type_III
## 66             no Public_Transportation  Overweight_Level_I
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 808            no            Automobile  Overweight_Level_I
## 2000.1  Sometimes Public_Transportation    Obesity_Type_III
## 227.1          no            Automobile       Normal_Weight
## 1330.1         no Public_Transportation      Obesity_Type_I
## 758.1   Sometimes Public_Transportation  Overweight_Level_I
## 58             no Public_Transportation       Normal_Weight
## 102.1          no Public_Transportation       Normal_Weight
## 1040    Sometimes Public_Transportation Overweight_Level_II
## 81.2           no Public_Transportation       Normal_Weight
## 1013   Frequently Public_Transportation Overweight_Level_II
## 1311.1  Sometimes            Automobile      Obesity_Type_I
## 1933    Sometimes Public_Transportation    Obesity_Type_III
## 1806.1  Sometimes Public_Transportation    Obesity_Type_III
## 1030.1  Sometimes            Automobile Overweight_Level_II
## 1819.1  Sometimes Public_Transportation    Obesity_Type_III
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 1035           no            Automobile Overweight_Level_II
## 646.1          no Public_Transportation Insufficient_Weight
## 1186           no            Automobile Overweight_Level_II
## 123            no               Walking Insufficient_Weight
## 774     Sometimes Public_Transportation  Overweight_Level_I
## 1214    Sometimes Public_Transportation      Obesity_Type_I
## 509     Sometimes Public_Transportation Insufficient_Weight
## 1289.1  Sometimes Public_Transportation      Obesity_Type_I
## 1894    Sometimes Public_Transportation    Obesity_Type_III
## 1824    Sometimes Public_Transportation    Obesity_Type_III
## 1657    Sometimes            Automobile     Obesity_Type_II
## 783     Sometimes            Automobile  Overweight_Level_I
## 8       Sometimes Public_Transportation       Normal_Weight
## 1182    Sometimes Public_Transportation Overweight_Level_II
## 1867.1  Sometimes Public_Transportation    Obesity_Type_III
## 682            no Public_Transportation Insufficient_Weight
## 423     Sometimes                  Bike       Normal_Weight
## 1346           no Public_Transportation      Obesity_Type_I
## 1407           no Public_Transportation      Obesity_Type_I
## 1935.1  Sometimes Public_Transportation    Obesity_Type_III
## 800    Frequently Public_Transportation  Overweight_Level_I
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 1906    Sometimes Public_Transportation    Obesity_Type_III
## 361     Sometimes Public_Transportation       Normal_Weight
## 1746    Sometimes Public_Transportation     Obesity_Type_II
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 37             no               Walking       Normal_Weight
## 108     Sometimes            Automobile  Overweight_Level_I
## 1894.1  Sometimes Public_Transportation    Obesity_Type_III
## 1414    Sometimes            Automobile      Obesity_Type_I
## 1781           no Public_Transportation     Obesity_Type_II
## 782     Sometimes Public_Transportation  Overweight_Level_I
## 173.1   Sometimes Public_Transportation       Normal_Weight
## 1315           no Public_Transportation      Obesity_Type_I
## 1409           no Public_Transportation      Obesity_Type_I
## 838     Sometimes Public_Transportation  Overweight_Level_I
## 1801    Sometimes Public_Transportation    Obesity_Type_III
## 967.2          no            Automobile  Overweight_Level_I
## 1889    Sometimes Public_Transportation    Obesity_Type_III
## 920     Sometimes Public_Transportation  Overweight_Level_I
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 36.1    Sometimes Public_Transportation Overweight_Level_II
## 744     Sometimes Public_Transportation Insufficient_Weight
## 1484    Sometimes            Automobile      Obesity_Type_I
## 577     Sometimes Public_Transportation Insufficient_Weight
## 314.1   Sometimes Public_Transportation       Normal_Weight
## 1328    Sometimes            Automobile      Obesity_Type_I
## 436            no Public_Transportation  Overweight_Level_I
## 1407.1         no Public_Transportation      Obesity_Type_I
## 2017    Sometimes Public_Transportation    Obesity_Type_III
## 615     Sometimes Public_Transportation Insufficient_Weight
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 1609    Sometimes            Automobile     Obesity_Type_II
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 319     Sometimes Public_Transportation       Normal_Weight
## 2087    Sometimes Public_Transportation    Obesity_Type_III
## 1845    Sometimes Public_Transportation    Obesity_Type_III
## 283            no Public_Transportation       Normal_Weight
## 1305    Sometimes            Automobile      Obesity_Type_I
## 376     Sometimes            Automobile Overweight_Level_II
## 1206.1         no            Automobile Overweight_Level_II
## 1736    Sometimes Public_Transportation     Obesity_Type_II
## 274     Sometimes             Motorbike       Normal_Weight
## 238.1          no Public_Transportation       Normal_Weight
## 624            no Public_Transportation Insufficient_Weight
## 1728    Sometimes Public_Transportation     Obesity_Type_II
## 68     Frequently            Automobile      Obesity_Type_I
## 96     Frequently Public_Transportation       Normal_Weight
## 1297    Sometimes            Automobile      Obesity_Type_I
## 1105           no            Automobile Overweight_Level_II
## 1985.1  Sometimes Public_Transportation    Obesity_Type_III
## 456     Sometimes Public_Transportation       Normal_Weight
## 1428           no Public_Transportation      Obesity_Type_I
## 1432           no Public_Transportation      Obesity_Type_I
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 322            no            Automobile       Normal_Weight
## 430     Sometimes            Automobile       Normal_Weight
## 82.2    Sometimes Public_Transportation Overweight_Level_II
## 1444.1         no Public_Transportation      Obesity_Type_I
## 2036    Sometimes Public_Transportation    Obesity_Type_III
## 1815    Sometimes Public_Transportation    Obesity_Type_III
## 1771    Sometimes Public_Transportation     Obesity_Type_II
## 1634    Sometimes            Automobile     Obesity_Type_II
## 1912    Sometimes Public_Transportation    Obesity_Type_III
## 719            no Public_Transportation Insufficient_Weight
## 486     Sometimes Public_Transportation       Normal_Weight
## 1782           no Public_Transportation     Obesity_Type_II
## 1372           no Public_Transportation      Obesity_Type_I
## 2058    Sometimes Public_Transportation    Obesity_Type_III
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 1431    Sometimes            Automobile      Obesity_Type_I
## 1370           no Public_Transportation      Obesity_Type_I
## 1457    Sometimes Public_Transportation      Obesity_Type_I
## 1337    Sometimes Public_Transportation      Obesity_Type_I
## 534     Sometimes            Automobile Insufficient_Weight
## 895.1          no            Automobile  Overweight_Level_I
## 1206.2         no            Automobile Overweight_Level_II
## 1855    Sometimes Public_Transportation    Obesity_Type_III
## 786     Sometimes Public_Transportation  Overweight_Level_I
## 1058.1  Sometimes Public_Transportation Overweight_Level_II
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 1266           no Public_Transportation      Obesity_Type_I
## 1463.1  Sometimes Public_Transportation      Obesity_Type_I
## 375     Sometimes            Automobile       Normal_Weight
## 977     Sometimes Public_Transportation  Overweight_Level_I
## 1838    Sometimes Public_Transportation    Obesity_Type_III
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 1162           no Public_Transportation Overweight_Level_II
## 273.1          no Public_Transportation       Normal_Weight
## 1057    Sometimes Public_Transportation Overweight_Level_II
## 533     Sometimes            Automobile Insufficient_Weight
## 1164           no Public_Transportation Overweight_Level_II
## 1727           no Public_Transportation     Obesity_Type_II
## 1819.2  Sometimes Public_Transportation    Obesity_Type_III
## 1794           no Public_Transportation     Obesity_Type_II
## 191     Sometimes Public_Transportation       Normal_Weight
## 719.1          no Public_Transportation Insufficient_Weight
## 116.2          no Public_Transportation       Normal_Weight
## 1986    Sometimes Public_Transportation    Obesity_Type_III
## 1492           no Public_Transportation      Obesity_Type_I
## 281     Sometimes Public_Transportation       Normal_Weight
## 361.1   Sometimes Public_Transportation       Normal_Weight
## 1905.1  Sometimes Public_Transportation    Obesity_Type_III
## 1946    Sometimes Public_Transportation    Obesity_Type_III
## 457            no Public_Transportation       Normal_Weight
## 239            no Public_Transportation       Normal_Weight
## 1845.1  Sometimes Public_Transportation    Obesity_Type_III
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 187    Frequently            Automobile      Obesity_Type_I
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 9      Frequently Public_Transportation       Normal_Weight
## 1021           no Public_Transportation Overweight_Level_II
## 533.1   Sometimes            Automobile Insufficient_Weight
## 1181    Sometimes Public_Transportation Overweight_Level_II
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 170.1          no            Automobile Overweight_Level_II
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 2024    Sometimes Public_Transportation    Obesity_Type_III
## 1230    Sometimes            Automobile      Obesity_Type_I
## 1451           no Public_Transportation      Obesity_Type_I
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 5       Sometimes Public_Transportation Overweight_Level_II
## 1650    Sometimes Public_Transportation     Obesity_Type_II
## 1106    Sometimes Public_Transportation Overweight_Level_II
## 1515           no            Automobile     Obesity_Type_II
## 1482.1  Sometimes            Automobile      Obesity_Type_I
## 22.1           no            Automobile      Obesity_Type_I
## 1357    Sometimes            Automobile      Obesity_Type_I
## 1392.1  Sometimes Public_Transportation      Obesity_Type_I
## 13      Sometimes Public_Transportation       Normal_Weight
## 661     Sometimes Public_Transportation Insufficient_Weight
## 1683    Sometimes            Automobile     Obesity_Type_II
## 1104.1         no Public_Transportation Overweight_Level_II
## 1355           no Public_Transportation      Obesity_Type_I
## 1031    Sometimes            Automobile Overweight_Level_II
## 2004    Sometimes Public_Transportation    Obesity_Type_III
## 885            no Public_Transportation  Overweight_Level_I
## 318            no Public_Transportation       Normal_Weight
## 1043           no            Automobile Overweight_Level_II
## 193     Sometimes            Automobile  Overweight_Level_I
## 888     Sometimes Public_Transportation  Overweight_Level_I
## 1150    Sometimes Public_Transportation Overweight_Level_II
## 1771.1  Sometimes Public_Transportation     Obesity_Type_II
## 1893    Sometimes Public_Transportation    Obesity_Type_III
## 1009    Sometimes Public_Transportation Overweight_Level_II
## 1409.1         no Public_Transportation      Obesity_Type_I
## 1997.1  Sometimes Public_Transportation    Obesity_Type_III
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 509.1   Sometimes Public_Transportation Insufficient_Weight
## 713     Sometimes Public_Transportation Insufficient_Weight
## 375.1   Sometimes            Automobile       Normal_Weight
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 2063    Sometimes Public_Transportation    Obesity_Type_III
## 1026           no            Automobile Overweight_Level_II
## 1224    Sometimes            Automobile      Obesity_Type_I
## 196     Sometimes               Walking  Overweight_Level_I
## 13.1    Sometimes Public_Transportation       Normal_Weight
## 985            no Public_Transportation Overweight_Level_II
## 1313    Sometimes            Automobile      Obesity_Type_I
## 836.1   Sometimes            Automobile  Overweight_Level_I
## 1205           no            Automobile Overweight_Level_II
## 572.1   Sometimes Public_Transportation Insufficient_Weight
## 1217           no            Automobile      Obesity_Type_I
## 380     Sometimes               Walking       Normal_Weight
## 1705.1  Sometimes Public_Transportation     Obesity_Type_II
## 275     Sometimes Public_Transportation       Normal_Weight
## 1355.1         no Public_Transportation      Obesity_Type_I
## 1443    Sometimes            Automobile      Obesity_Type_I
## 1655    Sometimes Public_Transportation     Obesity_Type_II
## 788     Sometimes            Automobile  Overweight_Level_I
## 1059           no Public_Transportation Overweight_Level_II
## 711.1   Sometimes Public_Transportation Insufficient_Weight
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 2068    Sometimes Public_Transportation    Obesity_Type_III
## 1561    Sometimes Public_Transportation     Obesity_Type_II
## 1543    Sometimes            Automobile     Obesity_Type_II
## 1398           no Public_Transportation      Obesity_Type_I
## 1972    Sometimes Public_Transportation    Obesity_Type_III
## 1921    Sometimes Public_Transportation    Obesity_Type_III
## 1259    Sometimes Public_Transportation      Obesity_Type_I
## 1025    Sometimes Public_Transportation Overweight_Level_II
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 1728.1  Sometimes Public_Transportation     Obesity_Type_II
## 1430    Sometimes            Automobile      Obesity_Type_I
## 758.2   Sometimes Public_Transportation  Overweight_Level_I
## 80      Sometimes Public_Transportation       Normal_Weight
## 829     Sometimes Public_Transportation  Overweight_Level_I
## 881     Sometimes Public_Transportation  Overweight_Level_I
## 1249    Sometimes Public_Transportation      Obesity_Type_I
## 1017           no Public_Transportation Overweight_Level_II
## 376.1   Sometimes            Automobile Overweight_Level_II
## 1166           no Public_Transportation Overweight_Level_II
## 1794.1         no Public_Transportation     Obesity_Type_II
## 827     Sometimes            Automobile  Overweight_Level_I
## 1232.1  Sometimes            Automobile      Obesity_Type_I
## 1197    Sometimes Public_Transportation Overweight_Level_II
## 665            no Public_Transportation Insufficient_Weight
## 1893.1  Sometimes Public_Transportation    Obesity_Type_III
## 492     Sometimes Public_Transportation       Normal_Weight
## 1689    Sometimes Public_Transportation     Obesity_Type_II
## 636     Sometimes Public_Transportation Insufficient_Weight
## 1303           no Public_Transportation      Obesity_Type_I
## 6       Sometimes            Automobile       Normal_Weight
## 98.2    Sometimes Public_Transportation Insufficient_Weight
## 730            no            Automobile Insufficient_Weight
## 768     Sometimes Public_Transportation  Overweight_Level_I
## 1161           no Public_Transportation Overweight_Level_II
## 1941.1  Sometimes Public_Transportation    Obesity_Type_III
## 1555    Sometimes Public_Transportation     Obesity_Type_II
## 305     Sometimes Public_Transportation  Overweight_Level_I
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 125            no Public_Transportation Overweight_Level_II
## 1827    Sometimes Public_Transportation    Obesity_Type_III
## 1261    Sometimes Public_Transportation      Obesity_Type_I
## 1499           no Public_Transportation      Obesity_Type_I
## 750.1   Sometimes Public_Transportation  Overweight_Level_I
## 737     Sometimes Public_Transportation Insufficient_Weight
## 1804    Sometimes Public_Transportation    Obesity_Type_III
## 860.1   Sometimes Public_Transportation  Overweight_Level_I
## 1926    Sometimes Public_Transportation    Obesity_Type_III
## 714     Sometimes Public_Transportation Insufficient_Weight
## 1889.1  Sometimes Public_Transportation    Obesity_Type_III
## 811     Sometimes Public_Transportation  Overweight_Level_I
## 1879.1  Sometimes Public_Transportation    Obesity_Type_III
## 1822    Sometimes Public_Transportation    Obesity_Type_III
## 92     Frequently Public_Transportation       Normal_Weight
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 1548.1  Sometimes            Automobile     Obesity_Type_II
## 1191    Sometimes            Automobile Overweight_Level_II
## 1886    Sometimes Public_Transportation    Obesity_Type_III
## 1345           no Public_Transportation      Obesity_Type_I
## 1792           no Public_Transportation     Obesity_Type_II
## 479     Sometimes Public_Transportation       Normal_Weight
## 1535           no Public_Transportation     Obesity_Type_II
## 661.1   Sometimes Public_Transportation Insufficient_Weight
## 1644.1  Sometimes Public_Transportation     Obesity_Type_II
## 429.1   Sometimes Public_Transportation       Normal_Weight
## 1117    Sometimes Public_Transportation Overweight_Level_II
## 883            no            Automobile  Overweight_Level_I
## 836.2   Sometimes            Automobile  Overweight_Level_I
## 1862.1  Sometimes Public_Transportation    Obesity_Type_III
## 975    Frequently Public_Transportation  Overweight_Level_I
## 80.1    Sometimes Public_Transportation       Normal_Weight
## 466     Sometimes Public_Transportation       Normal_Weight
## 310.1          no               Walking       Normal_Weight
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1657.1  Sometimes            Automobile     Obesity_Type_II
## 1559    Sometimes            Automobile     Obesity_Type_II
## 1702           no Public_Transportation     Obesity_Type_II
## 661.2   Sometimes Public_Transportation Insufficient_Weight
## 173.2   Sometimes Public_Transportation       Normal_Weight
## 328     Sometimes Public_Transportation  Overweight_Level_I
## 140            no Public_Transportation       Normal_Weight
## 350.2   Sometimes Public_Transportation      Obesity_Type_I
## 1094           no Public_Transportation Overweight_Level_II
## 262     Sometimes               Walking  Overweight_Level_I
## 1780           no Public_Transportation     Obesity_Type_II
## 1458    Sometimes Public_Transportation      Obesity_Type_I
## 407.1   Sometimes            Automobile       Normal_Weight
## 1805.2  Sometimes Public_Transportation    Obesity_Type_III
## 501.1   Sometimes Public_Transportation    Obesity_Type_III
## 1036.1  Sometimes Public_Transportation Overweight_Level_II
## 495     Sometimes Public_Transportation       Normal_Weight
## 1071    Sometimes            Automobile Overweight_Level_II
## 1449           no Public_Transportation      Obesity_Type_I
## 642     Sometimes Public_Transportation Insufficient_Weight
## 727     Sometimes Public_Transportation Insufficient_Weight
## 1200.1  Sometimes Public_Transportation Overweight_Level_II
## 401            no Public_Transportation  Overweight_Level_I
## 292            no               Walking Insufficient_Weight
## 1066.1         no Public_Transportation Overweight_Level_II
## 1475           no Public_Transportation      Obesity_Type_I
## 2049.2  Sometimes Public_Transportation    Obesity_Type_III
## 628     Sometimes Public_Transportation Insufficient_Weight
## 1650.1  Sometimes Public_Transportation     Obesity_Type_II
## 748            no            Automobile  Overweight_Level_I
## 280     Sometimes Public_Transportation Insufficient_Weight
## 1221           no Public_Transportation      Obesity_Type_I
## 355            no Public_Transportation       Normal_Weight
## 1226.1         no Public_Transportation      Obesity_Type_I
## 1906.1  Sometimes Public_Transportation    Obesity_Type_III
## 1985.2  Sometimes Public_Transportation    Obesity_Type_III
## 138.1          no             Motorbike      Obesity_Type_I
## 509.2   Sometimes Public_Transportation Insufficient_Weight
## 497     Sometimes Public_Transportation Insufficient_Weight
## 790     Sometimes            Automobile  Overweight_Level_I
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1817.2  Sometimes Public_Transportation    Obesity_Type_III
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 447     Sometimes Public_Transportation       Normal_Weight
## 793            no Public_Transportation  Overweight_Level_I
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 933     Sometimes Public_Transportation  Overweight_Level_I
## 1379    Sometimes            Automobile      Obesity_Type_I
## 384     Sometimes            Automobile      Obesity_Type_I
## 339     Sometimes Public_Transportation  Overweight_Level_I
## 1719    Sometimes Public_Transportation     Obesity_Type_II
## 1768.1  Sometimes Public_Transportation     Obesity_Type_II
## 473            no Public_Transportation Overweight_Level_II
## 1251    Sometimes Public_Transportation      Obesity_Type_I
## 247     Sometimes Public_Transportation       Normal_Weight
## 1542    Sometimes            Automobile     Obesity_Type_II
## 1648    Sometimes            Automobile     Obesity_Type_II
## 1644.2  Sometimes Public_Transportation     Obesity_Type_II
## 944            no Public_Transportation  Overweight_Level_I
## 1086   Frequently            Automobile Overweight_Level_II
## 741.1   Sometimes Public_Transportation Insufficient_Weight
## 1770    Sometimes Public_Transportation     Obesity_Type_II
## 1946.1  Sometimes Public_Transportation    Obesity_Type_III
## 1771.2  Sometimes Public_Transportation     Obesity_Type_II
## 349            no               Walking       Normal_Weight
## 1599           no Public_Transportation     Obesity_Type_II
## 644            no Public_Transportation Insufficient_Weight
## 848     Sometimes Public_Transportation  Overweight_Level_I
## 918.1   Sometimes            Automobile  Overweight_Level_I
## 1846.1  Sometimes Public_Transportation    Obesity_Type_III
## 1307           no            Automobile      Obesity_Type_I
## 1666           no Public_Transportation     Obesity_Type_II
## 264.1          no Public_Transportation Insufficient_Weight
## 613            no Public_Transportation Insufficient_Weight
## 280.1   Sometimes Public_Transportation Insufficient_Weight
## 731            no            Automobile Insufficient_Weight
## 1132.1         no Public_Transportation Overweight_Level_II
## 1381   Frequently            Automobile      Obesity_Type_I
## 126    Frequently Public_Transportation  Overweight_Level_I
## 1425   Frequently            Automobile      Obesity_Type_I
## 147.1  Frequently Public_Transportation       Normal_Weight
## 1740    Sometimes            Automobile     Obesity_Type_II
## 1838.1  Sometimes Public_Transportation    Obesity_Type_III
## 133.1  Frequently Public_Transportation       Normal_Weight
## 5.1     Sometimes Public_Transportation Overweight_Level_II
## 1615    Sometimes            Automobile     Obesity_Type_II
## 913.1   Sometimes Public_Transportation  Overweight_Level_I
## 490.2          no Public_Transportation       Normal_Weight
## 212            no Public_Transportation       Normal_Weight
## 1601.1         no Public_Transportation     Obesity_Type_II
## 1173           no            Automobile Overweight_Level_II
## 59.1           no               Walking       Normal_Weight
## 44.1   Frequently Public_Transportation       Normal_Weight
## 539     Sometimes Public_Transportation Insufficient_Weight
## 129.1   Sometimes Public_Transportation       Normal_Weight
## 397    Frequently            Automobile       Normal_Weight
## 123.1          no               Walking Insufficient_Weight
## 551            no Public_Transportation Insufficient_Weight
## 40      Sometimes Public_Transportation Overweight_Level_II
## 1052.1  Sometimes Public_Transportation Overweight_Level_II
## 322.1          no            Automobile       Normal_Weight
## 791.1   Sometimes Public_Transportation  Overweight_Level_I
## 266     Sometimes Public_Transportation Insufficient_Weight
## 44.2   Frequently Public_Transportation       Normal_Weight
## 1829    Sometimes Public_Transportation    Obesity_Type_III
## 571     Sometimes Public_Transportation Insufficient_Weight
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 739     Sometimes Public_Transportation Insufficient_Weight
## 1757    Sometimes Public_Transportation     Obesity_Type_II
## 721            no Public_Transportation Insufficient_Weight
## 144.1   Sometimes            Automobile  Overweight_Level_I
## 1584    Sometimes Public_Transportation     Obesity_Type_II
## 319.1   Sometimes Public_Transportation       Normal_Weight
## 455            no Public_Transportation       Normal_Weight
## 970    Frequently Public_Transportation  Overweight_Level_I
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1744    Sometimes Public_Transportation     Obesity_Type_II
## 1673           no Public_Transportation     Obesity_Type_II
## 1550.1  Sometimes Public_Transportation     Obesity_Type_II
## 616.1   Sometimes Public_Transportation Insufficient_Weight
## 1752    Sometimes Public_Transportation     Obesity_Type_II
## 370     Sometimes Public_Transportation Overweight_Level_II
## 149     Sometimes            Automobile       Normal_Weight
## 1530    Sometimes            Automobile     Obesity_Type_II
## 1547    Sometimes Public_Transportation     Obesity_Type_II
## 1723           no            Automobile     Obesity_Type_II
## 469     Sometimes Public_Transportation Insufficient_Weight
## 1320    Sometimes            Automobile      Obesity_Type_I
## 659     Sometimes Public_Transportation Insufficient_Weight
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 286.1   Sometimes Public_Transportation      Obesity_Type_I
## 41.1    Sometimes Public_Transportation  Overweight_Level_I
## 2051    Sometimes Public_Transportation    Obesity_Type_III
## 1949    Sometimes Public_Transportation    Obesity_Type_III
## 1163.2         no            Automobile Overweight_Level_II
## 1308           no Public_Transportation      Obesity_Type_I
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 615.1   Sometimes Public_Transportation Insufficient_Weight
## 1822.1  Sometimes Public_Transportation    Obesity_Type_III
## 1712.1  Sometimes            Automobile     Obesity_Type_II
## 1675           no Public_Transportation     Obesity_Type_II
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1539           no Public_Transportation     Obesity_Type_II
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 829.1   Sometimes Public_Transportation  Overweight_Level_I
## 1509           no Public_Transportation      Obesity_Type_I
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 1412.1  Sometimes Public_Transportation      Obesity_Type_I
## 327     Sometimes Public_Transportation       Normal_Weight
## 1993    Sometimes Public_Transportation    Obesity_Type_III
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 291     Sometimes Public_Transportation       Normal_Weight
## 2034    Sometimes Public_Transportation    Obesity_Type_III
## 991.1          no Public_Transportation Overweight_Level_II
## 1940.1  Sometimes Public_Transportation    Obesity_Type_III
## 1835    Sometimes Public_Transportation    Obesity_Type_III
## 1527    Sometimes            Automobile     Obesity_Type_II
## 712.1   Sometimes Public_Transportation Insufficient_Weight
## 388     Sometimes             Motorbike      Obesity_Type_I
## 1341.1  Sometimes Public_Transportation      Obesity_Type_I
## 1081   Frequently            Automobile Overweight_Level_II
## 144.2   Sometimes            Automobile  Overweight_Level_I
## 35      Sometimes Public_Transportation       Normal_Weight
## 736.1   Sometimes Public_Transportation Insufficient_Weight
## 1526    Sometimes            Automobile     Obesity_Type_II
## 2073.1  Sometimes Public_Transportation    Obesity_Type_III
## 1016.1         no Public_Transportation Overweight_Level_II
## 
## $DF_15
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 27       Male 21.00000 1.700000  65.00000                            yes  yes
## 1680     Male 31.76180 1.751688 119.20531                            yes  yes
## 2082   Female 21.57211 1.751067 133.84506                            yes  yes
## 1242   Female 40.95159 1.542122  80.00000                            yes  yes
## 715    Female 19.34926 1.523370  42.00000                             no  yes
## 370      Male 20.00000 1.580000  74.00000                             no   no
## 1045   Female 18.54944 1.545196  72.46786                            yes   no
## 309      Male 20.00000 1.800000  75.00000                             no  yes
## 120    Female 19.00000 1.630000  76.00000                            yes   no
## 1691     Male 25.14007 1.829529 120.99658                            yes  yes
## 1929   Female 26.00000 1.652674 111.91916                            yes  yes
## 416      Male 14.00000 1.710000  72.00000                            yes  yes
## 442    Female 18.00000 1.550000  50.00000                            yes  yes
## 1207     Male 23.80718 1.729177  82.52724                            yes  yes
## 1608     Male 37.08474 1.750000 118.07381                            yes  yes
## 1695     Male 30.60546 1.754796 118.80594                            yes  yes
## 1118     Male 25.03591 1.763101  88.53203                            yes  yes
## 757    Female 33.70075 1.642971  74.80316                            yes   no
## 528    Female 21.00000 1.520000  42.00000                             no  yes
## 2063   Female 25.99495 1.593321 110.16817                            yes  yes
## 2067   Female 21.56895 1.699315 133.10761                            yes  yes
## 1959   Female 26.00000 1.643167 111.89423                            yes  yes
## 274      Male 25.00000 1.710000  71.00000                            yes  yes
## 573    Female 19.08497 1.768435  49.59777                             no  yes
## 291      Male 16.00000 1.820000  71.00000                            yes  yes
## 1061   Female 34.28168 1.673333  77.20569                            yes  yes
## 160      Male 27.00000 1.640000  78.00000                            yes  yes
## 1852   Female 18.33502 1.771043 137.04496                            yes  yes
## 423      Male 19.00000 1.750000  58.00000                             no  yes
## 620    Female 18.37256 1.589829  40.20277                             no  yes
## 582      Male 18.52552 1.856633  59.25837                            yes  yes
## 1270     Male 18.00000 1.792239 108.24438                            yes  yes
## 328      Male 23.00000 1.720000  76.00000                            yes   no
## 1825   Female 25.90843 1.607128 103.02686                            yes  yes
## 1780     Male 24.82539 1.603501 101.03826                            yes  yes
## 1512     Male 18.88061 1.804160 104.40682                            yes  yes
## 2061   Female 26.00000 1.624134 111.53121                            yes  yes
## 215      Male 21.00000 1.650000  53.00000                            yes  yes
## 943    Female 29.46317 1.659172  71.17000                            yes  yes
## 1576     Male 29.88302 1.779049 112.43851                            yes  yes
## 503    Female 21.90012 1.843419 165.05727                            yes  yes
## 1752     Male 26.19932 1.885119 121.06505                            yes  yes
## 1850   Female 26.00000 1.602025 104.89935                            yes  yes
## 1171   Female 38.09739 1.696954  78.15604                            yes  yes
## 915      Male 21.00000 1.612556  69.46346                             no  yes
## 229    Female 40.00000 1.680000  80.00000                             no   no
## 1254     Male 23.00000 1.753716 106.49141                            yes  yes
## 1986   Female 21.28910 1.708291 130.98634                            yes  yes
## 2075   Female 20.21701 1.715820 129.46654                            yes  yes
## 1034     Male 19.67188 1.699474  78.00000                            yes   no
## 969    Female 31.79394 1.650150  73.81073                            yes  yes
## 1097   Female 39.17003 1.688354  79.27890                            yes  yes
## 1589     Male 25.10051 1.830596 118.42416                            yes  yes
## 142      Male 25.00000 1.870000  66.00000                             no  yes
## 530    Female 21.37643 1.722527  50.83303                             no   no
## 538    Female 18.87179 1.586895  41.45238                             no  yes
## 2090   Female 26.00000 1.633887 111.87813                            yes  yes
## 257      Male 18.00000 1.750000  85.00000                            yes   no
## 909      Male 23.56214 1.717432  75.37124                            yes  yes
## 745      Male 18.00000 1.738702  50.24868                            yes  yes
## 1396   Female 21.02064 1.650000  88.12944                            yes  yes
## 1553     Male 34.57671 1.733250 103.66912                            yes  yes
## 212    Female 21.00000 1.630000  51.00000                             no  yes
## 1267   Female 37.52455 1.567915  76.12978                            yes  yes
## 451      Male 19.00000 1.710000  71.00000                             no  yes
## 1479     Male 19.51532 1.879144 112.93298                            yes  yes
## 1542     Male 31.86893 1.750000 118.10290                            yes  yes
## 2104   Female 21.01685 1.724268 133.03352                            yes  yes
## 271      Male 23.00000 1.820000 107.00000                             no  yes
## 520    Female 18.53507 1.688025  45.00000                             no  yes
## 1333     Male 18.04892 1.721384  99.43061                            yes  yes
## 1334   Female 22.87522 1.624367  82.00000                            yes  yes
## 463      Male 27.00000 1.720000  88.00000                            yes  yes
## 693      Male 18.00000 1.767058  51.13281                            yes  yes
## 41     Female 21.00000 1.670000  75.00000                            yes  yes
## 227    Female 20.00000 1.600000  50.00000                             no  yes
## 1239   Female 22.06146 1.600000  82.04032                            yes  yes
## 1303   Female 16.91384 1.634832  85.80381                            yes  yes
## 234    Female 34.00000 1.680000  77.00000                            yes   no
## 381      Male 25.00000 1.700000  83.00000                             no  yes
## 1648     Male 30.49395 1.756221 119.11712                            yes  yes
## 1528     Male 24.82929 1.755967 112.25616                            yes  yes
## 1807   Female 25.54087 1.678201 109.90047                            yes  yes
## 538.1  Female 18.87179 1.586895  41.45238                             no  yes
## 98     Female 21.00000 1.520000  42.00000                             no   no
## 214      Male 21.00000 1.800000  62.00000                            yes  yes
## 1449     Male 22.17710 1.741353  96.73801                            yes  yes
## 301      Male 26.00000 1.700000  70.00000                             no  yes
## 10       Male 22.00000 1.720000  68.00000                            yes  yes
## 1828   Female 26.00000 1.656504 111.99305                            yes  yes
## 1668     Male 28.40433 1.787379 112.17373                            yes  yes
## 1818   Female 26.00000 1.632377 111.94666                            yes  yes
## 1492     Male 18.00000 1.787733 108.01921                            yes  yes
## 153    Female 38.00000 1.500000  60.00000                            yes  yes
## 2110   Female 24.36194 1.739450 133.34664                            yes  yes
## 620.1  Female 18.37256 1.589829  40.20277                             no  yes
## 1289   Female 22.83631 1.604893  82.00000                            yes  yes
## 148    Female 36.00000 1.630000  80.00000                            yes   no
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 1524     Male 27.99147 1.825590 120.86039                            yes  yes
## 975    Female 18.00315 1.729996  75.81686                            yes  yes
## 1030     Male 31.42657 1.848683  99.00000                            yes  yes
## 1335   Female 22.88472 1.622787  82.00000                            yes  yes
## 1214   Female 31.38640 1.556579  78.23334                            yes  yes
## 368    Female 40.00000 1.580000  63.00000                             no  yes
## 1214.1 Female 31.38640 1.556579  78.23334                            yes  yes
## 804      Male 28.39124 1.810060  87.28678                             no  yes
## 117    Female 15.00000 1.650000  86.00000                            yes  yes
## 1312     Male 31.63005 1.671705  90.00000                            yes  yes
## 1035     Male 50.83256 1.745528  82.13073                            yes  yes
## 102      Male 22.00000 1.700000  66.40000                            yes   no
## 1539     Male 28.71299 1.665585  98.66176                            yes  yes
## 106    Female 25.00000 1.570000  55.00000                             no  yes
## 536      Male 21.81119 1.712660  51.59859                            yes  yes
## 1346   Female 19.43166 1.631662  82.00000                            yes  yes
## 484    Female 18.00000 1.500000  58.00000                             no  yes
## 1140     Male 22.08706 1.792435  89.99873                            yes  yes
## 460      Male 19.00000 1.760000  79.00000                            yes  yes
## 217    Female 23.00000 1.600000  63.00000                            yes   no
## 266      Male 18.00000 1.700000  50.00000                             no  yes
## 1702     Male 33.78930 1.681100 102.52311                            yes  yes
## 75       Male 24.00000 1.700000  85.00000                            yes  yes
## 1972   Female 19.29700 1.817271 141.91780                            yes  yes
## 345      Male 18.00000 1.870000 173.00000                            yes  yes
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## 1085     Male 23.00000 1.774330  90.00000                            yes  yes
## 1060   Female 34.20441 1.664927  80.38608                            yes  yes
## 1855   Female 20.37560 1.787195 151.97586                            yes  yes
## 901.1  Female 21.00000 1.618148  68.98140                            yes  yes
## 1910.1 Female 21.50172 1.809871 152.39474                            yes  yes
## 1707     Male 22.34320 1.870340 121.45823                            yes  yes
## 1557.1   Male 20.02776 1.611434 103.17552                            yes  yes
## 207      Male 19.00000 1.750000 100.00000                            yes  yes
## 2092.1 Female 26.00000 1.640535 111.55597                            yes  yes
## 309.1    Male 20.00000 1.800000  75.00000                             no  yes
## 2016   Female 25.92168 1.611452 102.36315                            yes  yes
## 1844   Female 25.99865 1.640741 104.80854                            yes  yes
## 1547     Male 25.29840 1.827279 120.99607                            yes  yes
## 1498   Female 18.00000 1.692913  89.93889                            yes  yes
## 231      Male 20.00000 1.900000  91.00000                            yes  yes
## 938    Female 21.00000 1.753578  77.97917                            yes  yes
## 1129     Male 30.02260 1.747739  83.31416                            yes  yes
## 286      Male 21.00000 1.790000 105.00000                            yes  yes
## 636    Female 18.00000 1.704193  50.63189                             no  yes
## 648    Female 20.74484 1.667852  49.80392                            yes  yes
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## 450    Female 18.00000 1.630000  63.00000                            yes  yes
## 2079.2 Female 21.13153 1.739457 150.37757                            yes  yes
## 1853   Female 21.70075 1.789555 137.76779                            yes  yes
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## 1609     Male 39.08886 1.750000 119.02910                            yes  yes
## 1716     Male 25.52675 1.783381 115.34718                            yes  yes
## 1589.1   Male 25.10051 1.830596 118.42416                            yes  yes
## 1133     Male 37.27530 1.746055  83.28223                            yes  yes
## 1891.1 Female 25.61723 1.628019 108.26592                            yes  yes
## 1165   Female 27.75719 1.505437  63.89207                            yes   no
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## 377    Female 36.00000 1.580000  60.00000                            yes   no
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## 660    Female 21.00000 1.520000  42.00000                             no  yes
## 828    Female 38.94328 1.554728  63.01165                            yes  yes
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## 538.3  Female 18.87179 1.586895  41.45238                             no  yes
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## 148.1  Female 36.00000 1.630000  80.00000                            yes   no
## 2001   Female 18.97697 1.759091 133.90361                            yes  yes
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## 93       Male 55.00000 1.780000  84.00000                            yes   no
## 1981   Female 25.79519 1.669039 104.59393                            yes  yes
## 642.1  Female 19.22011 1.530266  42.00000                             no  yes
## 1789     Male 24.05331 1.872561 121.47108                            yes  yes
## 226.1    Male 25.00000 1.830000 121.00000                            yes   no
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## 193      Male 20.00000 1.830000  85.00000                            yes   no
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## 530.2  Female 21.37643 1.722527  50.83303                             no   no
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## 155.3    Male 22.00000 1.740000  94.00000                            yes  yes
## 1787     Male 24.98300 1.789680 118.43617                            yes  yes
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## 256      Male 19.00000 1.780000  81.00000                            yes   no
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## 599      Male 18.00000 1.706530  51.12175                            yes  yes
## 1442     Male 25.95383 1.657310  90.00000                            yes  yes
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## 1082     Male 17.44159 1.700000  83.41407                            yes   no
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## 1773.1   Male 25.01277 1.788586 117.84935                            yes  yes
## 691      Male 17.52175 1.757958  52.09432                             no  yes
## 20.2   Female 23.00000 1.650000  70.00000                            yes   no
## 856      Male 21.00000 1.676014  75.00000                            yes  yes
## 1799.1   Male 26.84481 1.691510 102.59518                            yes  yes
## 539    Female 18.76603 1.579561  41.89020                             no  yes
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## 297.1  Female 21.00000 1.530000  53.00000                             no  yes
## 297.2  Female 21.00000 1.530000  53.00000                             no  yes
## 869    Female 21.83706 1.558045  63.59763                             no  yes
## 980      Male 20.88016 1.674327  80.00000                            yes  yes
## 788    Female 35.19409 1.673482  73.19359                            yes   no
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## 829.1  Female 21.98734 1.730182  78.55444                            yes  yes
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## 160.1    Male 27.00000 1.640000  78.00000                            yes  yes
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## 253      Male 56.00000 1.790000  90.00000                            yes   no
## 1829   Female 26.00000 1.637725 111.20896                            yes  yes
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## 1446     Male 20.67711 1.781251 102.95093                            yes  yes
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## 112.2  Female 22.00000 1.580000  58.00000                            yes  yes
## 1953   Female 19.78323 1.747962 133.93653                            yes  yes
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## 780      Male 22.71725 1.708071  75.00000                            yes  yes
## 1453     Male 20.97597 1.792646 105.61914                            yes  yes
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## 334    Female 23.00000 1.700000  56.00000                             no   no
## 319    Female 25.00000 1.560000  45.00000                             no  yes
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## 1861   Female 25.29197 1.684768 104.82117                            yes  yes
## 458    Female 19.00000 1.500000  45.00000                             no  yes
## 532      Male 23.00000 1.882779  64.10611                            yes  yes
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## 1995   Female 21.28224 1.748951 133.66258                            yes  yes
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## 63       Male 22.00000 1.670000  62.00000                             no  yes
## 1581     Male 24.20162 1.775580 120.58942                            yes  yes
## 1291     Male 22.97553 1.701986  95.00000                            yes  yes
## 1090     Male 34.97037 1.713348  84.72222                            yes  yes
## 903    Female 38.93945 1.738321  86.93485                             no  yes
## 1001.1 Female 25.46141 1.700000  78.05597                            yes  yes
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## 1610.2   Male 22.65857 1.784994 113.71452                            yes  yes
## 1535     Male 20.01391 1.647821 106.50995                            yes  yes
## 988      Male 38.82519 1.780846  85.68775                            yes  yes
## 13       Male 22.00000 1.650000  56.00000                             no   no
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## 547    Female 19.05851 1.662017  49.83897                             no  yes
## 597      Male 17.46942 1.798645  59.61272                            yes  yes
## 962      Male 19.17993 1.637537  70.00000                            yes  yes
## 1760     Male 30.94537 1.759647 120.00939                            yes  yes
## 1250     Male 18.17802 1.854780 114.77484                            yes  yes
## 776.1    Male 18.12821 1.778447  80.27381                            yes  yes
## 420      Male 29.00000 1.620000  89.00000                            yes  yes
## 2023.1 Female 25.97621 1.614484 104.99940                            yes  yes
## 58       Male 21.00000 1.640000  65.00000                            yes   no
## 1069.1   Male 21.70916 1.658393  80.00000                            yes  yes
## 1333.1   Male 18.04892 1.721384  99.43061                            yes  yes
## 1848   Female 25.93038 1.610086 102.38745                            yes  yes
## 1119   Female 18.19832 1.543338  71.79998                            yes   no
## 1808   Female 22.39251 1.655630 121.20517                            yes  yes
## 1092   Female 38.37806 1.678050  77.22457                            yes  yes
## 603    Female 19.77330 1.602082  45.00000                             no   no
## 1142   Female 22.98096 1.700216  80.47359                            yes  yes
## 1979   Female 26.00000 1.640606 111.03688                            yes  yes
## 181.2  Female 18.00000 1.580000  48.00000                             no  yes
## 1268   Female 43.51067 1.587546  76.12611                            yes  yes
## 1121     Male 23.80679 1.732492  84.55780                            yes  yes
## 1347   Female 18.16632 1.649553  82.32395                            yes  yes
## 413      Male 33.00000 1.850000  85.00000                             no  yes
## 36     Female 21.00000 1.500000  65.00000                            yes   no
## 480    Female 17.00000 1.580000  50.00000                             no  yes
## 1178   Female 19.95526 1.589100  72.71361                            yes   no
## 257.1    Male 18.00000 1.750000  85.00000                            yes   no
## 887      Male 19.47853 1.804099  85.19628                            yes  yes
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## 1412     Male 26.01193 1.777251 106.45237                            yes  yes
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## 471.1  Female 20.00000 1.560000  51.50000                             no  yes
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## 116    Female 17.00000 1.750000  57.00000                            yes  yes
## 366      Male 24.00000 1.700000  68.00000                             no  yes
## 931    Female 21.00944 1.606810  67.77391                            yes  yes
## 1741     Male 37.76536 1.763582 117.86159                            yes  yes
## 1843.1 Female 26.00000 1.641098 111.81834                            yes  yes
## 218.2    Male 21.00000 1.710000  75.00000                             no   no
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## 1792     Male 24.00189 1.614075 100.24530                            yes  yes
## 1377     Male 25.92074 1.823755 105.80016                            yes  yes
## 132      Male 23.00000 1.620000  58.00000                             no   no
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## 1866   Female 21.63306 1.754174 133.78395                            yes  yes
## 208      Male 30.00000 1.750000  73.00000                            yes   no
## 1761     Male 31.49070 1.773521 120.20971                            yes  yes
## 1255     Male 20.98590 1.780503 103.18953                            yes  yes
## 596      Male 17.21093 1.819557  58.32512                            yes  yes
## 1913.1 Female 19.52975 1.751038 133.84303                            yes  yes
## 1799.2   Male 26.84481 1.691510 102.59518                            yes  yes
## 1855.1 Female 20.37560 1.787195 151.97586                            yes  yes
## 214.1    Male 21.00000 1.800000  62.00000                            yes  yes
## 929.1    Male 19.62700 1.815409  85.30215                            yes  yes
## 1764     Male 31.19926 1.848845 125.07786                            yes  yes
## 36.1   Female 21.00000 1.500000  65.00000                            yes   no
## 410    Female 33.00000 1.550000  55.00000                            yes  yes
## 1506     Male 21.37968 1.701413  96.71073                            yes  yes
## 319.1  Female 25.00000 1.560000  45.00000                             no  yes
## 1435   Female 22.36288 1.607182  82.36844                            yes  yes
## 302      Male 18.00000 1.720000  55.00000                             no  yes
## 2012   Female 23.36504 1.744319 133.45249                            yes  yes
## 835      Male 21.00000 1.620000  70.00000                             no  yes
## 77     Female 24.00000 1.600000  45.00000                            yes   no
## 903.1  Female 38.93945 1.738321  86.93485                             no  yes
## 1958.1 Female 26.00000 1.641209 111.85649                            yes  yes
## 1410   Female 18.17808 1.642892  82.14441                            yes  yes
## 42       Male 23.00000 1.680000  60.00000                             no   no
## 537.1    Male 18.16477 1.694265  52.00000                            yes  yes
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## 267    Female 39.00000 1.650000  50.00000                             no  yes
## 194.1    Male 20.00000 1.780000  68.00000                             no   no
## 680    Female 22.42267 1.700110  50.17343                            yes  yes
## 1144     Male 24.19090 1.700000  84.84935                            yes  yes
## 1530.1   Male 41.00000 1.750000 116.59435                            yes  yes
## 715.1  Female 19.34926 1.523370  42.00000                             no  yes
## 1827   Female 18.11250 1.827730 152.72054                            yes  yes
## 214.2    Male 21.00000 1.800000  62.00000                            yes  yes
## 790    Female 37.21816 1.593894  63.32063                            yes  yes
## 1102     Male 46.49186 1.718097  88.60088                            yes  yes
## 1360.1   Male 29.62280 1.814052 109.41162                            yes  yes
## 761.1  Female 36.76965 1.550000  62.33772                            yes  yes
## 451.1    Male 19.00000 1.710000  71.00000                             no  yes
## 1853.1 Female 21.70075 1.789555 137.76779                            yes  yes
## 561.1    Male 18.42662 1.777108  57.14592                            yes  yes
## 500.1  Female 18.50334 1.683124 126.67378                            yes  yes
## 462      Male 21.00000 1.710000 100.00000                            yes  yes
## 748      Male 25.19163 1.813678  85.63779                             no  yes
## 18     Female 29.00000 1.530000  78.00000                             no  yes
## 217.2  Female 23.00000 1.600000  63.00000                            yes   no
## 1652     Male 25.02725 1.757154 112.20081                            yes  yes
## 603.1  Female 19.77330 1.602082  45.00000                             no   no
## 1911   Female 21.52129 1.803677 160.63941                            yes  yes
## 343      Male 23.00000 1.740000 105.00000                            yes  yes
## 1475   Female 22.82968 1.616085  82.58295                            yes  yes
## 1264   Female 37.83295 1.610867  80.00000                            yes  yes
## 116.1  Female 17.00000 1.750000  57.00000                            yes  yes
## 888      Male 19.42972 1.813567  86.14490                            yes  yes
## 574.1  Female 18.02485 1.700000  50.00000                             no  yes
## 1479.1   Male 19.51532 1.879144 112.93298                            yes  yes
## 2016.1 Female 25.92168 1.611452 102.36315                            yes  yes
## 2110.1 Female 24.36194 1.739450 133.34664                            yes  yes
## 2030   Female 20.43848 1.805803 153.14949                            yes  yes
## 502.2  Female 21.85383 1.755643 137.79688                            yes  yes
## 1362.1 Female 18.00000 1.686904  90.00405                            yes  yes
## 1841   Female 21.05111 1.753266 133.85243                            yes  yes
## 1107     Male 33.04912 1.708742  83.00164                            yes  yes
## 1172.1 Female 37.64218 1.676095  79.07974                            yes  yes
## 665    Female 21.99768 1.689441  51.10793                            yes  yes
## 1456   Female 18.00000 1.692242  90.01950                            yes  yes
## 1348     Male 22.35203 1.754711 105.00071                            yes  yes
## 151.1    Male 25.00000 1.780000  78.00000                            yes  yes
## 819.1    Male 18.90025 1.750359  79.82873                            yes  yes
## 26       Male 20.00000 1.600000  50.00000                            yes   no
## 1631     Male 30.40320 1.696365 102.81598                            yes  yes
## 1832   Female 20.52099 1.668642 124.70478                            yes  yes
## 2077   Female 19.52894 1.817917 142.55916                            yes  yes
## 202    Female 41.00000 1.540000  80.00000                            yes  yes
## 598      Male 18.00000 1.710800  50.92538                            yes  yes
## 1386   Female 42.58628 1.571417  81.91881                            yes  yes
## 1120.2 Female 35.45633 1.651812  79.43792                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1680   2.149610 3.000000  Sometimes    no 2.133876  no 0.393452 0.345887
## 2082   3.000000 3.000000  Sometimes    no 2.748569  no 1.427037 0.902825
## 1242   2.000000 1.105617  Sometimes    no 1.372811  no 1.629432 0.000000
## 715    2.913486 1.060796 Frequently    no 1.596212  no 0.108948 0.773087
## 370    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 309    3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1691   3.000000 3.000000  Sometimes    no 3.000000  no 1.467863 0.343635
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 416    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1207   2.742796 2.937607  Sometimes    no 1.994670  no 1.000000 0.023564
## 1608   2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 1695   2.907542 3.000000  Sometimes    no 2.284494  no 0.647632 1.668318
## 1118   1.973499 1.081805  Sometimes    no 2.000000  no 0.000000 0.464022
## 757    3.000000 1.146052  Sometimes    no 1.074048  no 0.679935 0.000000
## 528    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 2063   3.000000 3.000000  Sometimes    no 2.447306  no 0.000454 0.486558
## 2067   3.000000 3.000000  Sometimes    no 1.733306  no 1.773304 0.921136
## 1959   3.000000 3.000000  Sometimes    no 2.720050  no 0.000000 0.127443
## 274    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 573    3.000000 3.725797  Sometimes    no 1.191401  no 2.000000 1.000000
## 291    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1061   2.689929 1.835543  Sometimes    no 1.718569  no 0.674348 0.707246
## 160    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1852   3.000000 3.000000  Sometimes    no 2.861533  no 1.704640 0.655571
## 423    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 620    2.000000 1.075553  Sometimes    no 1.000000  no 0.127425 1.679442
## 582    2.592247 3.304123  Sometimes    no 2.036764  no 2.038653 1.119877
## 1270   2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 328    3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1825   3.000000 3.000000  Sometimes    no 1.077253  no 0.162083 0.824607
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1512   2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 2061   3.000000 3.000000  Sometimes    no 2.609188  no 0.000000 0.174030
## 215    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 943    2.000000 3.000000  Sometimes    no 1.281683  no 1.609801 0.000000
## 1576   2.065752 3.000000  Sometimes    no 2.078297  no 0.000000 0.677354
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 1752   2.423291 3.000000  Sometimes    no 2.902682  no 1.243567 0.555591
## 1850   3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1171   3.000000 3.000000  Sometimes    no 2.166024  no 0.000000 0.000000
## 915    2.000000 1.259628         no    no 3.000000  no 1.000000 0.000000
## 229    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1254   2.740633 3.000000  Sometimes    no 2.081005  no 0.650235 0.769060
## 1986   3.000000 3.000000  Sometimes    no 1.205548  no 1.723934 0.952352
## 2075   3.000000 3.000000  Sometimes    no 1.755907  no 1.488090 0.857718
## 1034   1.925064 2.358298  Sometimes    no 2.774043  no 0.000000 0.133566
## 969    2.372494 2.849848  Sometimes    no 1.028538  no 0.675983 0.303025
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 1589   1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 530    3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 538    2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 2090   3.000000 3.000000  Sometimes    no 2.621976  no 0.000000 0.123861
## 257    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 745    1.871213 3.000000  Sometimes    no 1.283738  no 0.684879 1.487223
## 1396   2.870152 1.001383  Sometimes    no 3.000000  no 1.322558 1.000000
## 1553   2.501224 2.049565  Sometimes    no 1.000000  no 1.746583 0.000000
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1267   2.000000 3.000000  Sometimes    no 2.102976  no 0.000000 0.000000
## 451    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1542   2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 520    3.000000 3.000000  Sometimes    no 3.000000 yes 2.539762 1.283673
## 1333   2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 463    2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 41     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 227    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1303   2.061969 3.000000  Sometimes    no 1.229171  no 2.392047 1.256119
## 234    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 1807   3.000000 3.000000  Sometimes    no 1.471664  no 0.143955 0.444532
## 538.1  2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 301    2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 10     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1668   1.878251 3.000000  Sometimes    no 2.022933  no 0.000000 0.325445
## 1818   3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 1492   2.000000 2.379850  Sometimes    no 2.616138  no 1.000000 0.652485
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 620.1  2.000000 1.075553  Sometimes    no 1.000000  no 0.127425 1.679442
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 148    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1524   3.000000 3.000000  Sometimes    no 3.000000  no 0.691369 1.415536
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1335   1.754401 1.000000  Sometimes    no 2.000000  no 0.000000 0.301909
## 1214   2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 1214.1 2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 117    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 1312   2.467002 1.851088  Sometimes    no 2.104054  no 1.991565 0.000000
## 1035   2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 102    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 106    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 1346   2.843456 2.937989  Sometimes    no 1.001995  no 0.000000 1.554404
## 484    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1140   1.904732 2.608416  Sometimes    no 1.204175  no 0.000000 1.895312
## 460    2.000000 3.000000 Frequently    no 3.000000  no 1.000000 2.000000
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1702   2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 75     2.000000 3.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 1972   3.000000 3.000000  Sometimes    no 2.699675  no 1.520818 0.763990
## 345    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 997    2.000000 3.000000  Sometimes    no 2.000000  no 0.973114 1.540298
## 792    1.620845 1.000000  Sometimes    no 2.000000 yes 0.926592 1.657098
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1321   2.397280 2.036794  Sometimes    no 2.659419  no 1.062011 1.771135
## 460.1  2.000000 3.000000 Frequently    no 3.000000  no 1.000000 2.000000
## 570    3.000000 3.000000 Frequently    no 2.025279  no 2.000000 0.152985
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 385    3.000000 1.000000  Sometimes    no 1.000000 yes 0.000000 2.000000
## 635    2.000000 3.000000 Frequently    no 2.685842  no 0.373186 2.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 1457   2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1099   2.000000 1.977221  Sometimes    no 3.000000  no 1.000000 0.000000
## 1902   3.000000 3.000000  Sometimes    no 1.295436  no 0.282063 0.929356
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 1152   1.122127 2.865657  Sometimes    no 2.000000  no 1.287750 1.944177
## 1151   2.008656 1.402771  Sometimes    no 3.000000  no 0.112383 0.328030
## 563    2.737762 3.000000  Sometimes    no 2.310921  no 2.240714 1.592570
## 1280   3.000000 3.000000  Sometimes    no 2.925029  no 2.000000 1.758865
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 20     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1846   3.000000 3.000000  Sometimes    no 2.848370  no 1.206059 0.766668
## 73     2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 885    2.000000 1.411808  Sometimes    no 2.651194  no 2.878414 0.953841
## 2072   3.000000 3.000000  Sometimes    no 2.411582  no 0.985287 0.675076
## 346    3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 463.1  2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 1373   2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 356    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1623   3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 1216   2.909853 1.000000  Sometimes    no 2.000000  no 1.308852 0.000000
## 2026   3.000000 3.000000  Sometimes    no 2.682909  no 1.318743 0.900497
## 2108   3.000000 3.000000  Sometimes    no 2.005130  no 1.341390 0.599270
## 965    3.000000 2.401341  Sometimes    no 2.000000 yes 0.663896 1.753745
## 1873   3.000000 3.000000  Sometimes    no 1.817899  no 1.577824 0.930836
## 1214.2 2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 793    2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 1665   2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 906    2.146598 3.000000  Sometimes    no 2.100112  no 1.171160 0.833761
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 742    3.000000 1.000000 Frequently    no 1.764055  no 0.000000 0.560887
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 1175   2.333503 1.820779  Sometimes    no 2.559265  no 1.327193 0.481357
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 663    3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 266.1  1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 174    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 1.000000
## 1007   1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 1140.1 1.904732 2.608416  Sometimes    no 1.204175  no 0.000000 1.895312
## 1034.1 1.925064 2.358298  Sometimes    no 2.774043  no 0.000000 0.133566
## 386    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 2086   3.000000 3.000000  Sometimes    no 2.930137  no 0.043101 0.138629
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 2037   3.000000 3.000000  Sometimes    no 2.419153  no 0.019404 0.597626
## 990.1  2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1608.1 2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 1175.1 2.333503 1.820779  Sometimes    no 2.559265  no 1.327193 0.481357
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 1260   2.587789 1.482103  Sometimes    no 1.911664  no 0.000000 0.128681
## 1484   2.000000 2.880794  Sometimes    no 1.618370  no 0.120165 0.000000
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 264    2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 181    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 444    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1445   2.000000 1.000000  Sometimes    no 2.000000  no 0.389717 0.000000
## 1213   2.333610 2.113575  Sometimes    no 2.504136  no 2.998981 1.000000
## 976    2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 270    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1552   2.317459 3.734323  Sometimes    no 1.000000  no 1.628637 0.000000
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 1123   1.780746 1.471053  Sometimes    no 2.000000  no 0.467562 0.568668
## 1713   2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 1262   2.000000 3.000000  Sometimes    no 3.000000  no 0.732186 1.000000
## 178    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 1564   2.576449 2.419656  Sometimes    no 1.000000  no 1.982379 0.000000
## 376    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 218    2.000000 3.000000 Frequently    no 3.000000 yes 3.000000 1.000000
## 1623.1 3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 1744   2.159033 3.000000  Sometimes    no 2.116399  no 1.331526 0.052942
## 279    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 804.1  3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 1580   2.630137 2.806298  Sometimes    no 1.970508  no 1.304291 0.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 1661   2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 1460   2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 600    1.813234 3.000000  Sometimes    no 1.274815  no 0.520407 1.673584
## 373    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1688   2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 1653   1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 563.1  2.737762 3.000000  Sometimes    no 2.310921  no 2.240714 1.592570
## 557    2.052932 3.000000  Sometimes    no 2.000000  no 0.520408 1.000000
## 436    2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 904    2.416044 3.196043  Sometimes    no 1.352649  no 0.148628 1.082660
## 4      3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 20.1   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 1016   2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 2071   3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 372    3.000000 1.000000     Always    no 2.000000 yes 1.000000 2.000000
## 1458   1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 1575   2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 1906   3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 1286   2.816460 2.273740  Sometimes    no 1.722063  no 0.000000 0.000000
## 194    2.000000 1.000000 Frequently    no 3.000000 yes 2.000000 1.000000
## 1239.1 1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1838   3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 864    2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 710    1.601236 3.433908  Sometimes    no 1.055019  no 0.819269 1.030848
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 1246   2.000000 3.000000  Sometimes    no 1.689793  no 1.464204 0.000000
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 1858   3.000000 3.000000  Sometimes    no 2.553198  no 0.000000 0.393838
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 983    2.300408 3.071028  Sometimes    no 1.738959  no 0.090147 0.000000
## 1302   2.954996 3.000000  Sometimes    no 1.000000  no 2.091862 1.060530
## 512    3.000000 3.000000 Frequently    no 2.593459  no 2.000000 1.000000
## 469    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 877    1.321028 1.000000  Sometimes    no 2.000000 yes 0.371452 0.965604
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1875   3.000000 3.000000  Sometimes    no 2.578038  no 0.165422 0.463196
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 1542.1 2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1549   2.964319 3.000000  Sometimes    no 2.377257  no 0.614959 1.875023
## 531    1.123939 4.000000 Frequently    no 1.000000  no 1.303976 0.371941
## 224    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 48     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 1984.1 3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1704   3.000000 2.272801  Sometimes    no 1.560064  no 0.796770 0.000000
## 681    2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 365    2.000000 1.000000     Always    no 2.000000  no 2.000000 1.000000
## 1043   2.000000 1.000000  Sometimes    no 2.000000  no 1.472172 0.000000
## 606    3.000000 1.000000 Frequently    no 1.848703  no 0.000000 0.744555
## 882    3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 1807.1 3.000000 3.000000  Sometimes    no 1.471664  no 0.143955 0.444532
## 551    3.000000 3.111580 Frequently    no 2.721769  no 1.442870 0.000000
## 2040   3.000000 3.000000  Sometimes    no 2.225139  no 0.035928 0.565315
## 936    1.874935 3.370362  Sometimes    no 2.558773  no 1.206121 0.271024
## 571    3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 1182   2.765769 3.000000  Sometimes    no 2.845134  no 1.000000 0.426830
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 1232   2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 212.1  2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1120   2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
## 1677   2.108638 3.000000  Sometimes   yes 1.014876  no 0.987521 0.047473
## 316    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 100    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 647    2.984425 3.000000 Frequently    no 2.044694  no 2.008256 1.250871
## 1065.1 1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1017   2.821977 2.044035  Sometimes    no 1.954968  no 1.000000 0.854536
## 805    2.652958 2.488189  Sometimes    no 2.000000  no 2.000000 0.096614
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1112   2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 1920   3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 531.1  1.123939 4.000000 Frequently    no 1.000000  no 1.303976 0.371941
## 985    2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 293    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1415   2.000000 3.000000  Sometimes    no 1.440629  no 0.000000 0.000000
## 1737   2.244654 3.000000  Sometimes    no 2.795752  no 0.839481 0.000000
## 551.1  3.000000 3.111580 Frequently    no 2.721769  no 1.442870 0.000000
## 155    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2009   3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 896    2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 1688.1 2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 402    2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1744.1 2.159033 3.000000  Sometimes    no 2.116399  no 1.331526 0.052942
## 1557   2.983042 1.109956  Sometimes    no 1.430444  no 0.000000 1.690901
## 767    3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 916    2.956671 2.965494  Sometimes    no 2.868132  no 0.000000 0.549250
## 239    3.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 35     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 542    2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 1387   2.186322 2.900915  Sometimes    no 2.471033  no 0.256113 0.000000
## 1185   2.000000 3.000000  Sometimes    no 3.000000  no 1.047290 0.933802
## 1814   3.000000 3.000000  Sometimes    no 1.705218  no 0.390937 0.998646
## 658    3.000000 1.735493  Sometimes    no 2.318736  no 1.193486 0.745680
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 1744.2 2.159033 3.000000  Sometimes    no 2.116399  no 1.331526 0.052942
## 1492.1 2.000000 2.379850  Sometimes    no 2.616138  no 1.000000 0.652485
## 1667   2.869833 1.569176  Sometimes    no 1.533682  no 0.167943 1.368262
## 781    2.000000 3.000000  Sometimes    no 2.292073  no 1.067817 0.196680
## 502    3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 1751   2.314175 3.000000  Sometimes    no 2.151809  no 0.000000 1.578517
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 997.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.973114 1.540298
## 624    2.652779 3.804944 Frequently    no 1.601140  no 0.174692 0.096982
## 1805   3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 1487   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 156    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1241   2.928234 1.458507  Sometimes    no 2.777379  no 0.354541 1.707018
## 1441   2.000000 3.000000  Sometimes    no 1.095134  no 0.000000 0.000000
## 66     1.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 247    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1610   1.760038 3.000000  Sometimes    no 2.003531  no 1.089061 0.072264
## 785    1.753750 1.296156  Sometimes    no 2.000000 yes 0.110174 1.944675
## 545    2.000000 3.891994 Frequently    no 1.863930  no 2.870127 2.000000
## 1195.1 2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 490    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1120.1 2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
## 1867   3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 2043   3.000000 3.000000  Sometimes    no 1.299194  no 0.234303 0.946888
## 2068   3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1647   2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 335    2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 1033   3.000000 3.884861  Sometimes    no 2.000000  no 1.000000 1.000000
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 467.1  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1888   3.000000 3.000000  Sometimes    no 1.919473  no 0.027101 0.546137
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 1653.1 1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 299    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1751.1 2.314175 3.000000  Sometimes    no 2.151809  no 0.000000 1.578517
## 67     1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1795.1 2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 1610.1 1.760038 3.000000  Sometimes    no 2.003531  no 1.089061 0.072264
## 168    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 987    2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 352    3.000000 4.000000     Always    no 2.000000  no 2.000000 0.000000
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 1278   2.501236 3.000000  Sometimes    no 1.220331  no 0.245003 0.537202
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 829    2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 1685   1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 792.1  1.620845 1.000000  Sometimes    no 2.000000 yes 0.926592 1.657098
## 1668.1 1.878251 3.000000  Sometimes    no 2.022933  no 0.000000 0.325445
## 1069   2.000000 3.000000  Sometimes    no 2.000000  no 2.939733 1.692287
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 1449.1 2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 1576.1 2.065752 3.000000  Sometimes    no 2.078297  no 0.000000 0.677354
## 1091   2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 1212   2.271306 3.000000  Sometimes    no 1.771198  no 2.000000 0.413752
## 467.2  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 181.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 82     2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1094   2.000000 1.104642  Sometimes    no 1.000000  no 0.000000 0.969097
## 956    3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 477    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1660   3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 777    2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 1341   2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1843   3.000000 3.000000  Sometimes    no 2.550570  no 0.000000 0.204820
## 445    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1271   2.000000 2.877583  Sometimes    no 2.358038  no 0.877295 1.817146
## 219    1.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 804.2  3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 139    3.000000 3.000000     Always    no 3.000000 yes 3.000000 0.000000
## 804.3  3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 2101.1 3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 1382   2.020910 2.093831  Sometimes    no 1.506518  no 0.000000 0.000000
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1786   2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 537    3.000000 3.000000 Frequently    no 2.000000  no 0.819682 1.000000
## 14     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 1349   2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 324    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1413   2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 370.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 617    2.890535 3.907790 Frequently    no 1.109115  no 1.548953 0.555468
## 902    2.047069 3.829101  Sometimes    no 1.641022  no 1.554817 0.248218
## 50     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 594    2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 431    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 4.1    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 631    2.784464 4.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 238    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1454   2.000000 2.358455  Sometimes    no 2.515765  no 0.982320 1.157466
## 2078   3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 1695.1 2.907542 3.000000  Sometimes    no 2.284494  no 0.647632 1.668318
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 939    2.780699 1.101404  Sometimes    no 1.579207  no 1.153775 0.000000
## 1648.1 2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 2091   3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 862    2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 986    2.000000 3.000000  Sometimes    no 2.000000  no 0.451078 2.000000
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 6.1    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 2071.1 3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 1392   2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 652    3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 943.1  2.000000 3.000000  Sometimes    no 1.281683  no 1.609801 0.000000
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1679   2.585942 3.000000  Sometimes    no 2.302506  no 0.597863 0.111925
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 2008   3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 112.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 862.1  2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 1457.1 2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1826   3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 1632   2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 1679.1 2.585942 3.000000  Sometimes    no 2.302506  no 0.597863 0.111925
## 232    3.000000 1.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 858    1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 1181   2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 1526   2.758394 3.000000  Sometimes   yes 2.174248  no 1.079524 1.358163
## 971    2.153639 3.715148  Sometimes    no 2.703337  no 2.000000 0.226097
## 778    2.000000 3.000000  Sometimes    no 1.701835  no 1.682271 0.000000
## 959.1  2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 582.1  2.592247 3.304123  Sometimes    no 2.036764  no 2.038653 1.119877
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 371    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1647.1 2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 644    2.277436 3.502604  Sometimes    no 2.891713  no 1.696294 1.894902
## 1093   2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 230    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 2091.1 3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 940    1.687569 2.756405  Sometimes    no 2.079131  no 2.931527 0.681730
## 1358   2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 875    2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 240    3.000000 3.000000         no    no 3.000000 yes 3.000000 1.000000
## 1928   3.000000 3.000000  Sometimes    no 2.770732  no 0.000000 0.125235
## 1963   3.000000 3.000000  Sometimes    no 2.569713  no 0.000000 0.396972
## 1900   3.000000 3.000000  Sometimes    no 2.956548  no 0.000000 0.010056
## 1518   2.206276 3.000000  Sometimes    no 1.813082  no 1.949840 0.000000
## 1772   2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 1123.1 1.780746 1.471053  Sometimes    no 2.000000  no 0.467562 0.568668
## 1600   2.653721 1.265463  Sometimes    no 1.368457  no 0.218356 0.768071
## 531.2  1.123939 4.000000 Frequently    no 1.000000  no 1.303976 0.371941
## 864.1  2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 1576.2 2.065752 3.000000  Sometimes    no 2.078297  no 0.000000 0.677354
## 772    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1229   3.000000 3.000000  Sometimes    no 1.776991  no 1.757724 0.000000
## 1414   2.000000 3.000000  Sometimes    no 1.572371  no 0.000000 0.000000
## 935    2.342323 3.608850  Sometimes    no 2.878866  no 2.000000 0.208323
## 1130   2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 1249   2.000000 3.000000  Sometimes    no 1.155384  no 0.003938 0.526999
## 1611   1.996646 3.000000  Sometimes    no 2.000000  no 1.600536 0.739684
## 1587   2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 204    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 440    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 699    2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 1452   2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 616    2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 1056   2.000000 3.000000  Sometimes    no 1.117464  no 1.000000 0.663649
## 973    2.000000 1.893811  Sometimes    no 3.000000  no 1.376229 1.801322
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1887   3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1130.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 1181.1 2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 1972.1 3.000000 3.000000  Sometimes    no 2.699675  no 1.520818 0.763990
## 367    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 486    1.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 62     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1426   2.000000 3.000000  Sometimes    no 2.530301  no 2.891180 1.287117
## 1301   2.983851 1.068443  Sometimes    no 2.854161  no 1.103209 1.000000
## 661    3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 53     3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 705    2.627031 3.832911  Sometimes    no 2.993448  no 2.000000 1.425903
## 1595   2.736298 2.992903  Sometimes    no 2.045561  no 0.854957 0.428452
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 1094.1 2.000000 1.104642  Sometimes    no 1.000000  no 0.000000 0.969097
## 1504   2.976509 3.000000  Sometimes    no 1.022705  no 1.025690 0.313016
## 1803   3.000000 3.000000  Sometimes    no 2.181811  no 1.995582 0.939665
## 512.1  3.000000 3.000000 Frequently    no 2.593459  no 2.000000 1.000000
## 579    2.844607 1.273128 Frequently    no 1.695510  no 0.260079 0.635867
## 314    1.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 2079   3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 2037.1 3.000000 3.000000  Sometimes    no 2.419153  no 0.019404 0.597626
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 625    2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 678    2.720701 3.000000  Sometimes    no 2.000000  no 1.862235 1.000000
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 1651   2.939727 3.000000  Sometimes   yes 1.344122  no 0.923428 1.432336
## 1905   3.000000 3.000000  Sometimes    no 1.124366  no 0.877067 0.552006
## 1355   2.000000 3.000000  Sometimes    no 2.000000  no 1.732090 0.048617
## 560    2.000000 3.897078  Sometimes    no 2.622638  no 2.000000 1.894105
## 408    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 554    2.310423 3.558637  Sometimes    no 1.787843  no 1.926592 0.828549
## 594.1  2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 846    1.977298 3.554974         no    no 2.217957  no 0.978120 0.459759
## 1594   3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 1018   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.481890
## 409    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 129    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1544   2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 1769   1.289315 3.000000  Sometimes    no 2.007348  no 1.376217 0.001518
## 528.1  3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1713.1 2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 919    2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 753    2.000000 3.000000  Sometimes    no 1.345298  no 1.097905 1.000000
## 941    2.000000 3.000000  Sometimes    no 1.081597  no 1.000000 0.000000
## 1546   2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 675    2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 816    2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 19     3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 1850.1 3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1777   2.499388 2.989791  Sometimes    no 1.959777  no 0.608100 0.646760
## 1474   2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 559    2.767731 3.821168  Sometimes    no 2.000000  no 2.000000 0.556245
## 677    2.794197 3.409363  Sometimes    no 1.543021  no 2.000000 1.000000
## 101    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 901    1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1172   2.802128 3.000000  Sometimes    no 1.744628  no 0.000000 0.721167
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1739   2.068834 3.000000  Sometimes    no 2.543841  no 1.217993 0.038253
## 1270.1 2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 1042   2.631565 2.627173  Sometimes    no 2.253422  no 2.690756 0.845774
## 1627   1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 1773   2.191108 2.993856  Sometimes    no 2.444917  no 1.055854 0.145284
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 1671   1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 1685.1 1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1663   3.000000 2.567567  Sometimes    no 2.011023  no 0.916478 0.000000
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 2008.1 3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 352.1  3.000000 4.000000     Always    no 2.000000  no 2.000000 0.000000
## 1650   2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 958    2.487167 3.000000  Sometimes    no 2.396977  no 0.577063 0.435072
## 471    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1093.1 2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 1146   2.734314 3.000000  Sometimes    no 3.000000  no 0.897702 0.908271
## 1489   2.000000 3.000000  Sometimes    no 1.759803  no 0.000000 0.000000
## 367.1  2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 678.1  2.720701 3.000000  Sometimes    no 2.000000  no 1.862235 1.000000
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 821.1  2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2078.1 3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 1091.1 2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 589    1.214980 1.717608  Sometimes    no 1.179942  no 0.684739 2.000000
## 1382.1 2.020910 2.093831  Sometimes    no 1.506518  no 0.000000 0.000000
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 760    2.000000 2.105616  Sometimes    no 1.456581  no 0.000000 0.997400
## 1354   2.000000 2.391753  Sometimes    no 2.000000  no 0.000000 1.119877
## 280    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2024   3.000000 3.000000  Sometimes    no 2.833770  no 0.806422 0.672513
## 1701   2.541785 2.902639  Sometimes    no 1.000000  no 1.668961 0.000000
## 1360   2.407817 2.070033  Sometimes    no 1.796257  no 1.234483 0.178708
## 626.1  2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1765   2.151335 3.000000  Sometimes   yes 1.491169  no 0.883542 0.527766
## 345.1  3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1696   1.451337 3.000000  Sometimes    no 2.000000  no 1.384607 0.631217
## 335.1  2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 1968   3.000000 3.000000  Sometimes    no 1.067716  no 0.030541 1.000000
## 2013   3.000000 3.000000  Sometimes    no 2.843782  no 1.302507 0.773807
## 1221   2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 1362   2.737149 3.000000  Sometimes    no 1.997195  no 1.352663 0.468483
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 766.1  2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 808    1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1548   2.758394 3.000000  Sometimes    no 2.161303  no 0.428173 0.716327
## 878    2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 1613   2.475892 3.000000  Sometimes    no 2.949356  no 1.866839 0.100048
## 1472   2.805512 2.880817  Sometimes    no 1.001307  no 0.000000 1.376597
## 1174   2.086898 1.818026  Sometimes    no 2.088929  no 0.305422 1.040787
## 1799   2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 1366   2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1607   2.024720 3.000000  Sometimes    no 1.800335  no 1.196368 0.000000
## 1837   3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 1499   2.081238 3.000000  Sometimes    no 1.183630  no 1.171770 0.000000
## 1660.1 3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 502.1  3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 1229.1 3.000000 3.000000  Sometimes    no 1.776991  no 1.757724 0.000000
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 605    2.718970 1.473088 Frequently    no 1.164644  no 1.235675 0.930926
## 484.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1699   2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 1666   2.870895 1.627555  Sometimes    no 1.375728  no 0.210181 1.163117
## 1251   2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 1988   3.000000 3.000000  Sometimes    no 2.704315  no 0.000000 0.322666
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 1147   2.000000 3.000000  Sometimes    no 1.199517  no 0.047738 0.163329
## 1204   2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 891    2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 1542.2 2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 992    2.754646 3.000000  Sometimes    no 2.957821  no 2.242754 0.786609
## 1513   2.000000 3.000000  Sometimes    no 2.151570  no 1.605983 0.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 2079.1 3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 1281   3.000000 3.000000  Sometimes    no 2.858171  no 1.813318 0.680215
## 1851   3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 1093.2 2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1111.1 2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 1595.1 2.736298 2.992903  Sometimes    no 2.045561  no 0.854957 0.428452
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 1685.2 1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1518.1 2.206276 3.000000  Sometimes    no 1.813082  no 1.949840 0.000000
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 1221.1 2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 993    2.417635 3.000000  Sometimes    no 1.937674  no 1.417035 1.000000
## 1688.2 2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 470    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1499.1 2.081238 3.000000  Sometimes    no 1.183630  no 1.171770 0.000000
## 992.1  2.754646 3.000000  Sometimes    no 2.957821  no 2.242754 0.786609
## 1068   2.795086 3.250467  Sometimes    no 1.367876  no 0.022958 0.000000
## 1719   1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 929    2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 2009.1 3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 1451   2.000000 1.000000  Sometimes    no 2.000000  no 0.011477 0.000000
## 1717   2.100177 3.000000  Sometimes    no 2.099687  no 1.281165 0.247332
## 602    3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 1759.1 2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 922    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1331   2.000000 1.000000  Sometimes    no 2.000000  no 0.852446 0.000000
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 858.1  1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 419    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 1450   2.000000 1.000000  Sometimes    no 2.000000  no 0.402614 0.000000
## 1470   2.000000 1.202179  Sometimes    no 2.362930  no 1.000000 1.475740
## 40     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 692    2.915480 3.000000  Sometimes    no 1.777486  no 1.077469 1.000000
## 1905.1 3.000000 3.000000  Sometimes    no 1.124366  no 0.877067 0.552006
## 315    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1424   2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 1806   3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 774    2.108711 3.000000  Sometimes    no 2.746197  no 1.910432 0.000000
## 1886   3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 849    2.212320 4.000000  Sometimes    no 2.374044  no 2.000000 0.622638
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 1730   2.432355 3.000000  Sometimes    no 1.336526  no 1.638120 0.090341
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1988.1 3.000000 3.000000  Sometimes    no 2.704315  no 0.000000 0.322666
## 75.1   2.000000 3.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 344    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 345.2  3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 133    3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 2092   3.000000 3.000000  Sometimes    no 2.634342  no 0.000000 0.178301
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1786.1 2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 1487.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 919.1  2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 1570   2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 268    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1745   2.175276 3.000000  Sometimes    no 2.128176  no 1.306476 0.079334
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1751.2 2.314175 3.000000  Sometimes    no 2.151809  no 0.000000 1.578517
## 1294   2.060922 2.933409  Sometimes    no 2.235282  no 0.380633 0.002600
## 155.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 777.1  2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 151    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1400   2.141280 2.989112  Sometimes    no 2.519841  no 2.111370 0.013483
## 556    2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 797    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 822    2.291846 1.555557  Sometimes    no 1.000000  no 0.000000 0.388271
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 825    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 538.2  2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 891.1  2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 218.1  2.000000 3.000000 Frequently    no 3.000000 yes 3.000000 1.000000
## 1617.1 2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 2009.2 3.000000 3.000000  Sometimes    no 2.569364  no 0.159255 0.419446
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 1945   3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 1988.2 3.000000 3.000000  Sometimes    no 2.704315  no 0.000000 0.322666
## 1785   3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 1349.1 2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 1734   2.341999 3.000000  Sometimes    no 2.299878  no 0.565242 0.921991
## 1665.1 2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 1070   2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 466    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1051.1 2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 761    2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 774.1  2.108711 3.000000  Sometimes    no 2.746197  no 1.910432 0.000000
## 1342.1 2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 1662   2.826251 2.604998  Sometimes    no 1.842173  no 1.284798 0.000000
## 259    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1214.3 2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 1602   1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 522    3.000000 1.894384  Sometimes    no 2.456581 yes 1.596576 0.997400
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 1671.1 1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 683    1.212908 3.207071  Sometimes    no 1.029703  no 2.000000 1.000000
## 1604   2.941929 3.989492  Sometimes    no 1.014135  no 1.958694 0.687342
## 465    3.000000 4.000000     Always    no 2.000000  no 2.000000 0.000000
## 843    2.971351 3.390143  Sometimes    no 2.133767  no 2.318492 0.678618
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 1199.1 2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 19.1   3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 1085   2.116432 3.000000  Sometimes    no 1.002292  no 0.000000 1.066708
## 1060   2.000000 3.000000  Sometimes    no 2.641642  no 0.285889 1.503010
## 1855   3.000000 3.000000  Sometimes    no 2.304716  no 0.826660 0.914492
## 901.1  1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1910.1 3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 1707   2.836055 2.675411  Sometimes    no 1.711666  no 0.937320 0.000000
## 1557.1 2.983042 1.109956  Sometimes    no 1.430444  no 0.000000 1.690901
## 207    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2092.1 3.000000 3.000000  Sometimes    no 2.634342  no 0.000000 0.178301
## 309.1  3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 1547   3.000000 3.000000  Sometimes    no 3.000000  no 1.110215 0.396352
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 231    3.000000 4.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 938    2.273548 2.390070  Sometimes    no 1.648404  no 0.874643 1.102696
## 1129   2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 286    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 636    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.525597
## 648    2.977018 3.193671 Frequently    no 2.482933  no 2.000000 1.000000
## 2043.1 3.000000 3.000000  Sometimes    no 1.299194  no 0.234303 0.946888
## 450    1.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 2079.2 3.000000 3.000000  Sometimes    no 2.319912  no 1.582675 0.680746
## 1853   3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 1716   2.191429 3.000000  Sometimes    no 2.102709  no 1.325340 0.380979
## 1589.1 1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 1133   2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 1891.1 3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1165   2.000000 1.000000  Sometimes    no 1.278578  no 0.021120 0.000000
## 983.1  2.300408 3.071028  Sometimes    no 1.738959  no 0.090147 0.000000
## 862.2  2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 377    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 1670   1.168856 3.000000  Sometimes    no 2.013205  no 1.246223 0.001590
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 660    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 828    2.869436 3.000000  Sometimes    no 2.972426  no 2.160790 0.305954
## 530.1  3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 1044.1 2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 922.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 1403   2.000000 2.994046  Sometimes    no 1.603549  no 1.335857 0.000000
## 1545   1.994679 3.000000  Sometimes    no 2.000000  no 0.966617 0.739006
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 155.2  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 538.3  2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 2036   3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1992.1 3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 148.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 1242.1 2.000000 1.105617  Sometimes    no 1.372811  no 1.629432 0.000000
## 2023   3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 93     3.000000 4.000000 Frequently    no 3.000000 yes 3.000000 0.000000
## 1981   3.000000 3.000000  Sometimes    no 1.554925  no 0.209586 0.823069
## 642.1  3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 226.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1781.1 2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 1365   1.897796 3.000000  Sometimes    no 1.193039  no 0.011519 0.000000
## 193    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 674    2.762325 1.163666  Sometimes    no 1.304910  no 0.252890 1.001405
## 530.2  3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 1813.1 3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 940.1  1.687569 2.756405  Sometimes    no 2.079131  no 2.931527 0.681730
## 155.3  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1488   2.000000 3.000000  Sometimes    no 1.440526  no 0.000000 0.000000
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 279.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 985.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 1960   3.000000 3.000000  Sometimes    no 2.436097  no 0.129178 0.683736
## 574    1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 561    2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 217.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 681.1  2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 1495   2.000000 1.709546  Sometimes    no 2.530157  no 1.000000 0.645400
## 811    1.452524 3.950553         no    no 2.109858  no 0.508847 1.194633
## 74     2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 256    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 2052   3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 557.1  2.052932 3.000000  Sometimes    no 2.000000  no 0.520408 1.000000
## 1920.1 3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 599    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.329237
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1358.1 2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 1357   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1366.1 2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1569   2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 1082   2.061384 2.579291  Sometimes    no 1.909253  no 1.000000 0.962468
## 976.1  2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 1773.1 2.191108 2.993856  Sometimes    no 2.444917  no 1.055854 0.145284
## 691    2.214980 2.641550  Sometimes    no 2.121251  no 0.998391 0.858820
## 20.2   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 1799.1 2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 919.2  2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 297.1  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 297.2  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 869    2.539150 1.590982  Sometimes    no 1.977801  no 1.264616 0.000000
## 980    2.000000 3.000000  Sometimes    no 2.000000  no 1.666390 1.443212
## 788    3.000000 2.809716  Sometimes    no 1.591425  no 0.178023 0.000000
## 909.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 1512.1 2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 829.1  2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 418    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 160.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2094   3.000000 3.000000  Sometimes    no 2.786780  no 0.000000 0.097760
## 253    2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1829   3.000000 3.000000  Sometimes    no 2.709140  no 0.000000 0.110518
## 1221.2 2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 2046   3.000000 3.000000  Sometimes    no 1.817860  no 0.011161 0.447224
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 1708   2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 1446   2.000000 3.000000  Sometimes    no 1.618189  no 0.571648 0.000000
## 335.2  2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 112.2  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1953   3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 1520   2.183540 3.000000  Sometimes    no 2.277937  no 0.681830 0.000000
## 436.1  2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 780    2.714447 3.000000  Sometimes    no 3.000000  no 1.096818 1.893880
## 1453   2.000000 3.000000  Sometimes    no 1.025275  no 0.002030 0.175587
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 334    3.000000 4.000000     Always    no 3.000000 yes 3.000000 0.000000
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 1861   3.000000 3.000000  Sometimes    no 1.444379  no 0.224482 0.912187
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 532    3.000000 3.000000  Sometimes    no 2.843777  no 1.488843 0.009254
## 1533   3.000000 2.527510  Sometimes    no 1.645338  no 1.025438 0.000000
## 113    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 1308   2.000000 3.000000  Sometimes    no 1.746197  no 0.455216 0.335158
## 63     2.000000 1.000000         no    no 2.000000  no 0.000000 0.000000
## 1581   2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 1291   2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 1090   2.884212 3.000000  Sometimes    no 3.000000  no 2.000000 0.832400
## 903    2.843709 3.058539  Sometimes    no 1.130079  no 2.834373 0.044954
## 1001.1 2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 1610.2 1.760038 3.000000  Sometimes    no 2.003531  no 1.089061 0.072264
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 988    2.901924 1.124977  Sometimes    no 2.763820  no 0.855400 0.999183
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1818.1 3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 547    1.492500 3.000000  Sometimes    no 1.049134  no 2.000000 1.000000
## 597    2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 962    2.000000 1.030416  Sometimes    no 2.118716  no 0.529259 0.000000
## 1760   2.766612 3.000000  Sometimes    no 2.173417  no 1.089344 1.198439
## 1250   2.000000 1.854536  Sometimes    no 2.160169  no 1.000000 2.000000
## 776.1  1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 420    1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2023.1 3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 58     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1069.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.939733 1.692287
## 1333.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 1119   3.000000 3.087119  Sometimes    no 2.000000  no 1.403872 1.000000
## 1808   3.000000 3.000000  Sometimes    no 1.347559  no 0.462951 0.317940
## 1092   2.444599 3.000000  Sometimes    no 1.029798  no 0.000000 0.000000
## 603    3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 1142   2.000000 2.815255  Sometimes    no 1.622214  no 0.463891 1.462664
## 1979   3.000000 3.000000  Sometimes    no 2.709428  no 0.000000 0.228486
## 181.2  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1347   2.864776 3.000000  Sometimes    no 1.876915  no 0.631565 0.186414
## 413    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 36     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 257.1  2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 887    2.459976 3.308460  Sometimes    no 2.078011  no 1.779646 0.871772
## 2069   3.000000 3.000000  Sometimes    no 2.909675  no 0.360908 0.573887
## 1412   3.000000 3.000000  Sometimes    no 1.911379  no 1.911096 1.032392
## 1366.2 2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1555   3.000000 2.218285  Sometimes    no 1.340117  no 0.428259 0.000000
## 471.1  2.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1111.2 2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 116    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 366    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 931    2.000000 3.156309         no    no 3.000000  no 1.179592 0.086868
## 1741   2.145114 2.888193  Sometimes    no 2.038128  no 0.852344 0.000000
## 1843.1 3.000000 3.000000  Sometimes    no 2.550570  no 0.000000 0.204820
## 218.2  2.000000 3.000000 Frequently    no 3.000000 yes 3.000000 1.000000
## 1530   2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 1908.1 3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 1377   2.927110 3.000000  Sometimes    no 2.151496  no 1.166064 1.509831
## 132    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 673    2.824559 3.000000  Sometimes    no 2.000000  no 0.533309 1.099764
## 2023.2 3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 1866   3.000000 3.000000  Sometimes    no 1.945950  no 1.493018 0.906611
## 208    2.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 596    2.559600 4.000000  Sometimes    no 2.000000  no 2.000000 0.331483
## 1913.1 3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 1799.2 2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 1855.1 3.000000 3.000000  Sometimes    no 2.304716  no 0.826660 0.914492
## 214.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 929.1  2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 1764   2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 36.1   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 410    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 319.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1435   1.880534 2.806566  Sometimes    no 2.313245  no 2.146778 0.196084
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 2012   3.000000 3.000000  Sometimes    no 2.839069  no 1.231031 0.792496
## 835    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 903.1  2.843709 3.058539  Sometimes    no 1.130079  no 2.834373 0.044954
## 1958.1 3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 1410   2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 537.1  3.000000 3.000000 Frequently    no 2.000000  no 0.819682 1.000000
## 2088   3.000000 3.000000  Sometimes    no 2.550672  no 0.000000 0.224655
## 267    3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 194.1  2.000000 1.000000 Frequently    no 3.000000 yes 2.000000 1.000000
## 680    2.674431 3.000000 Frequently    no 2.453384  no 1.321624 1.990617
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 1530.1 2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 715.1  2.913486 1.060796 Frequently    no 1.596212  no 0.108948 0.773087
## 1827   3.000000 3.000000  Sometimes    no 2.154949  no 1.999897 0.957463
## 214.2  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 1102   2.129969 3.000000  Sometimes    no 1.568035  no 0.870127 0.000000
## 1360.1 2.407817 2.070033  Sometimes    no 1.796257  no 1.234483 0.178708
## 761.1  2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 451.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1853.1 3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 561.1  2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 500.1  3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 748    1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 18     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 217.2  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1652   1.264234 3.000000  Sometimes    no 2.000000  no 1.333435 0.002168
## 603.1  3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 1911   3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 343    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1475   2.663866 1.416309  Sometimes    no 2.379275  no 0.256323 0.598244
## 1264   2.036613 1.816980  Sometimes    no 1.930590  no 1.851404 0.000000
## 116.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 888    2.643183 3.821461  Sometimes    no 2.397124  no 2.044165 0.471663
## 574.1  1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 1479.1 2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 2016.1 3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 2110.1 3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 502.2  3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 1362.1 2.737149 3.000000  Sometimes    no 1.997195  no 1.352663 0.468483
## 1841   3.000000 3.000000  Sometimes    no 2.953110  no 1.445148 0.673210
## 1107   2.000000 1.171027  Sometimes    no 2.405172  no 2.300282 0.000000
## 1172.1 2.802128 3.000000  Sometimes    no 1.744628  no 0.000000 0.721167
## 665    3.000000 3.715118 Frequently    no 1.774576  no 0.102970 0.646423
## 1456   2.642744 3.000000  Sometimes    no 1.904054  no 1.645654 0.363549
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 151.1  2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 819.1  2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 26     2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 1631   2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 1832   3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 2077   3.000000 3.000000  Sometimes    no 2.562002  no 1.976427 0.740331
## 202    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 598    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 1386   2.522183 1.326982  Sometimes    no 1.872673  no 1.048507 0.000000
## 1120.2 2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
##              CALC                MTRANS          NObeyesdad
## 27         Always               Walking       Normal_Weight
## 1680    Sometimes            Automobile     Obesity_Type_II
## 2082    Sometimes Public_Transportation    Obesity_Type_III
## 1242    Sometimes            Automobile      Obesity_Type_I
## 715     Sometimes Public_Transportation Insufficient_Weight
## 370     Sometimes Public_Transportation Overweight_Level_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 309     Sometimes Public_Transportation       Normal_Weight
## 120     Sometimes            Automobile Overweight_Level_II
## 1691    Sometimes Public_Transportation     Obesity_Type_II
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 416            no               Walking       Normal_Weight
## 442            no Public_Transportation       Normal_Weight
## 1207    Sometimes Public_Transportation Overweight_Level_II
## 1608    Sometimes            Automobile     Obesity_Type_II
## 1695    Sometimes            Automobile     Obesity_Type_II
## 1118    Sometimes Public_Transportation Overweight_Level_II
## 757     Sometimes            Automobile  Overweight_Level_I
## 528     Sometimes Public_Transportation Insufficient_Weight
## 2063    Sometimes Public_Transportation    Obesity_Type_III
## 2067    Sometimes Public_Transportation    Obesity_Type_III
## 1959    Sometimes Public_Transportation    Obesity_Type_III
## 274     Sometimes             Motorbike       Normal_Weight
## 573     Sometimes Public_Transportation Insufficient_Weight
## 291     Sometimes Public_Transportation       Normal_Weight
## 1061           no            Automobile Overweight_Level_II
## 160    Frequently            Automobile Overweight_Level_II
## 1852    Sometimes Public_Transportation    Obesity_Type_III
## 423     Sometimes                  Bike       Normal_Weight
## 620     Sometimes Public_Transportation Insufficient_Weight
## 582            no            Automobile Insufficient_Weight
## 1270    Sometimes Public_Transportation      Obesity_Type_I
## 328     Sometimes Public_Transportation  Overweight_Level_I
## 1825    Sometimes Public_Transportation    Obesity_Type_III
## 1780           no Public_Transportation     Obesity_Type_II
## 1512           no Public_Transportation      Obesity_Type_I
## 2061    Sometimes Public_Transportation    Obesity_Type_III
## 215     Sometimes Public_Transportation       Normal_Weight
## 943     Sometimes            Automobile  Overweight_Level_I
## 1576    Sometimes            Automobile     Obesity_Type_II
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 1752    Sometimes Public_Transportation     Obesity_Type_II
## 1850    Sometimes Public_Transportation    Obesity_Type_III
## 1171           no            Automobile Overweight_Level_II
## 915     Sometimes Public_Transportation  Overweight_Level_I
## 229            no            Automobile Overweight_Level_II
## 1254    Sometimes Public_Transportation      Obesity_Type_I
## 1986    Sometimes Public_Transportation    Obesity_Type_III
## 2075    Sometimes Public_Transportation    Obesity_Type_III
## 1034           no Public_Transportation Overweight_Level_II
## 969     Sometimes            Automobile  Overweight_Level_I
## 1097           no            Automobile Overweight_Level_II
## 1589    Sometimes Public_Transportation     Obesity_Type_II
## 142    Frequently Public_Transportation       Normal_Weight
## 530     Sometimes Public_Transportation Insufficient_Weight
## 538     Sometimes Public_Transportation Insufficient_Weight
## 2090    Sometimes Public_Transportation    Obesity_Type_III
## 257     Sometimes Public_Transportation Overweight_Level_II
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 745     Sometimes Public_Transportation Insufficient_Weight
## 1396           no Public_Transportation      Obesity_Type_I
## 1553           no            Automobile     Obesity_Type_II
## 212            no Public_Transportation       Normal_Weight
## 1267    Sometimes            Automobile      Obesity_Type_I
## 451     Sometimes Public_Transportation       Normal_Weight
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 1542    Sometimes            Automobile     Obesity_Type_II
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 520            no Public_Transportation Insufficient_Weight
## 1333           no Public_Transportation      Obesity_Type_I
## 1334           no Public_Transportation      Obesity_Type_I
## 463     Sometimes            Automobile Overweight_Level_II
## 693     Sometimes Public_Transportation Insufficient_Weight
## 41      Sometimes Public_Transportation  Overweight_Level_I
## 227            no            Automobile       Normal_Weight
## 1239           no Public_Transportation      Obesity_Type_I
## 1303           no Public_Transportation      Obesity_Type_I
## 234     Sometimes            Automobile Overweight_Level_II
## 381            no             Motorbike Overweight_Level_II
## 1648    Sometimes            Automobile     Obesity_Type_II
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 1807    Sometimes Public_Transportation    Obesity_Type_III
## 538.1   Sometimes Public_Transportation Insufficient_Weight
## 98      Sometimes Public_Transportation Insufficient_Weight
## 214            no Public_Transportation       Normal_Weight
## 1449           no Public_Transportation      Obesity_Type_I
## 301     Sometimes Public_Transportation       Normal_Weight
## 10             no Public_Transportation       Normal_Weight
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1668    Sometimes            Automobile     Obesity_Type_II
## 1818    Sometimes Public_Transportation    Obesity_Type_III
## 1492           no Public_Transportation      Obesity_Type_I
## 153     Sometimes            Automobile  Overweight_Level_I
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 620.1   Sometimes Public_Transportation Insufficient_Weight
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 148     Sometimes            Automobile      Obesity_Type_I
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1524    Sometimes Public_Transportation     Obesity_Type_II
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1030    Sometimes            Automobile Overweight_Level_II
## 1335           no Public_Transportation      Obesity_Type_I
## 1214    Sometimes Public_Transportation      Obesity_Type_I
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 1214.1  Sometimes Public_Transportation      Obesity_Type_I
## 804            no            Automobile  Overweight_Level_I
## 117            no               Walking      Obesity_Type_I
## 1312    Sometimes            Automobile      Obesity_Type_I
## 1035           no            Automobile Overweight_Level_II
## 102            no Public_Transportation       Normal_Weight
## 1539           no Public_Transportation     Obesity_Type_II
## 106     Sometimes Public_Transportation       Normal_Weight
## 536            no Public_Transportation Insufficient_Weight
## 1346           no Public_Transportation      Obesity_Type_I
## 484            no Public_Transportation  Overweight_Level_I
## 1140    Sometimes Public_Transportation Overweight_Level_II
## 460    Frequently Public_Transportation  Overweight_Level_I
## 217     Sometimes               Walking       Normal_Weight
## 266     Sometimes Public_Transportation Insufficient_Weight
## 1702           no Public_Transportation     Obesity_Type_II
## 75     Frequently Public_Transportation Overweight_Level_II
## 1972    Sometimes Public_Transportation    Obesity_Type_III
## 345     Sometimes Public_Transportation    Obesity_Type_III
## 997            no Public_Transportation Overweight_Level_II
## 792            no Public_Transportation  Overweight_Level_I
## 990            no Public_Transportation Overweight_Level_II
## 1321    Sometimes            Automobile      Obesity_Type_I
## 460.1  Frequently Public_Transportation  Overweight_Level_I
## 570            no Public_Transportation Insufficient_Weight
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 385            no               Walking       Normal_Weight
## 635            no Public_Transportation Insufficient_Weight
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 1457    Sometimes Public_Transportation      Obesity_Type_I
## 1099    Sometimes            Automobile Overweight_Level_II
## 1902    Sometimes Public_Transportation    Obesity_Type_III
## 265     Sometimes            Automobile       Normal_Weight
## 1152    Sometimes Public_Transportation Overweight_Level_II
## 1151    Sometimes Public_Transportation Overweight_Level_II
## 563     Sometimes Public_Transportation Insufficient_Weight
## 1280    Sometimes Public_Transportation      Obesity_Type_I
## 1486           no Public_Transportation      Obesity_Type_I
## 20      Sometimes Public_Transportation  Overweight_Level_I
## 1846    Sometimes Public_Transportation    Obesity_Type_III
## 73             no Public_Transportation       Normal_Weight
## 885            no Public_Transportation  Overweight_Level_I
## 2072    Sometimes Public_Transportation    Obesity_Type_III
## 346     Sometimes Public_Transportation       Normal_Weight
## 463.1   Sometimes            Automobile Overweight_Level_II
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 1373           no Public_Transportation      Obesity_Type_I
## 356     Sometimes Public_Transportation  Overweight_Level_I
## 1623           no Public_Transportation     Obesity_Type_II
## 1216           no            Automobile      Obesity_Type_I
## 2026    Sometimes Public_Transportation    Obesity_Type_III
## 2108    Sometimes Public_Transportation    Obesity_Type_III
## 965     Sometimes Public_Transportation  Overweight_Level_I
## 1873    Sometimes Public_Transportation    Obesity_Type_III
## 1214.2  Sometimes Public_Transportation      Obesity_Type_I
## 1763    Sometimes            Automobile     Obesity_Type_II
## 821     Sometimes            Automobile  Overweight_Level_I
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 793            no Public_Transportation  Overweight_Level_I
## 1665           no Public_Transportation     Obesity_Type_II
## 906     Sometimes Public_Transportation  Overweight_Level_I
## 766     Sometimes            Automobile  Overweight_Level_I
## 742     Sometimes Public_Transportation Insufficient_Weight
## 1795           no Public_Transportation     Obesity_Type_II
## 949     Sometimes            Automobile  Overweight_Level_I
## 1175    Sometimes            Automobile Overweight_Level_II
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 663     Sometimes Public_Transportation Insufficient_Weight
## 266.1   Sometimes Public_Transportation Insufficient_Weight
## 174            no Public_Transportation       Normal_Weight
## 1007    Sometimes Public_Transportation Overweight_Level_II
## 1140.1  Sometimes Public_Transportation Overweight_Level_II
## 1034.1         no Public_Transportation Overweight_Level_II
## 386            no Public_Transportation       Normal_Weight
## 165     Sometimes            Automobile Overweight_Level_II
## 509     Sometimes Public_Transportation Insufficient_Weight
## 2086    Sometimes Public_Transportation    Obesity_Type_III
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 2037    Sometimes Public_Transportation    Obesity_Type_III
## 990.1          no Public_Transportation Overweight_Level_II
## 1608.1  Sometimes            Automobile     Obesity_Type_II
## 281     Sometimes Public_Transportation       Normal_Weight
## 1629           no            Automobile     Obesity_Type_II
## 1175.1  Sometimes            Automobile Overweight_Level_II
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 1260    Sometimes Public_Transportation      Obesity_Type_I
## 1484    Sometimes            Automobile      Obesity_Type_I
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 264            no Public_Transportation Insufficient_Weight
## 181            no Public_Transportation       Normal_Weight
## 1131           no Public_Transportation Overweight_Level_II
## 444     Sometimes Public_Transportation Insufficient_Weight
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 1445           no Public_Transportation      Obesity_Type_I
## 1213    Sometimes            Automobile      Obesity_Type_I
## 976    Frequently Public_Transportation  Overweight_Level_I
## 270     Sometimes               Walking       Normal_Weight
## 1552           no            Automobile     Obesity_Type_II
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 1123    Sometimes Public_Transportation Overweight_Level_II
## 1713    Sometimes            Automobile     Obesity_Type_II
## 1262    Sometimes Public_Transportation      Obesity_Type_I
## 178     Sometimes Public_Transportation       Normal_Weight
## 1276           no Public_Transportation      Obesity_Type_I
## 1564           no Public_Transportation     Obesity_Type_II
## 376     Sometimes            Automobile Overweight_Level_II
## 218    Frequently            Automobile  Overweight_Level_I
## 1623.1         no Public_Transportation     Obesity_Type_II
## 1744    Sometimes Public_Transportation     Obesity_Type_II
## 279     Sometimes            Automobile       Normal_Weight
## 1344           no Public_Transportation      Obesity_Type_I
## 804.1          no            Automobile  Overweight_Level_I
## 1580    Sometimes Public_Transportation     Obesity_Type_II
## 734     Sometimes Public_Transportation Insufficient_Weight
## 1661    Sometimes Public_Transportation     Obesity_Type_II
## 721            no Public_Transportation Insufficient_Weight
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 1460    Sometimes Public_Transportation      Obesity_Type_I
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 600     Sometimes Public_Transportation Insufficient_Weight
## 373            no            Automobile       Normal_Weight
## 1688    Sometimes Public_Transportation     Obesity_Type_II
## 1653    Sometimes Public_Transportation     Obesity_Type_II
## 563.1   Sometimes Public_Transportation Insufficient_Weight
## 557     Sometimes Public_Transportation Insufficient_Weight
## 436            no Public_Transportation  Overweight_Level_I
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 904     Sometimes            Automobile  Overweight_Level_I
## 4      Frequently               Walking  Overweight_Level_I
## 20.1    Sometimes Public_Transportation  Overweight_Level_I
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 1016           no Public_Transportation Overweight_Level_II
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 1673           no Public_Transportation     Obesity_Type_II
## 2071    Sometimes Public_Transportation    Obesity_Type_III
## 372     Sometimes Public_Transportation  Overweight_Level_I
## 1458    Sometimes Public_Transportation      Obesity_Type_I
## 1658           no Public_Transportation     Obesity_Type_II
## 1575    Sometimes Public_Transportation     Obesity_Type_II
## 1906    Sometimes Public_Transportation    Obesity_Type_III
## 1286           no            Automobile      Obesity_Type_I
## 194            no Public_Transportation       Normal_Weight
## 1239.1         no Public_Transportation      Obesity_Type_I
## 1838    Sometimes Public_Transportation    Obesity_Type_III
## 1205           no            Automobile Overweight_Level_II
## 864     Sometimes            Automobile  Overweight_Level_I
## 710     Sometimes Public_Transportation Insufficient_Weight
## 577     Sometimes Public_Transportation Insufficient_Weight
## 1246           no Public_Transportation      Obesity_Type_I
## 1538           no Public_Transportation     Obesity_Type_II
## 1858    Sometimes Public_Transportation    Obesity_Type_III
## 489     Sometimes               Walking       Normal_Weight
## 983     Sometimes            Automobile Overweight_Level_II
## 1302           no Public_Transportation      Obesity_Type_I
## 512            no Public_Transportation Insufficient_Weight
## 469     Sometimes Public_Transportation Insufficient_Weight
## 731            no            Automobile Insufficient_Weight
## 877            no Public_Transportation  Overweight_Level_I
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 1875    Sometimes Public_Transportation    Obesity_Type_III
## 1781           no Public_Transportation     Obesity_Type_II
## 1542.1  Sometimes            Automobile     Obesity_Type_II
## 493            no            Automobile Overweight_Level_II
## 1549    Sometimes            Automobile     Obesity_Type_II
## 531     Sometimes Public_Transportation Insufficient_Weight
## 224            no Public_Transportation       Normal_Weight
## 48      Sometimes Public_Transportation       Normal_Weight
## 1984.1  Sometimes Public_Transportation    Obesity_Type_III
## 1704    Sometimes Public_Transportation     Obesity_Type_II
## 681            no Public_Transportation Insufficient_Weight
## 365     Sometimes Public_Transportation  Overweight_Level_I
## 1043           no            Automobile Overweight_Level_II
## 606     Sometimes Public_Transportation Insufficient_Weight
## 882     Sometimes Public_Transportation  Overweight_Level_I
## 1807.1  Sometimes Public_Transportation    Obesity_Type_III
## 551            no Public_Transportation Insufficient_Weight
## 2040    Sometimes Public_Transportation    Obesity_Type_III
## 936     Sometimes Public_Transportation  Overweight_Level_I
## 571     Sometimes Public_Transportation Insufficient_Weight
## 1182    Sometimes Public_Transportation Overweight_Level_II
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 1232    Sometimes            Automobile      Obesity_Type_I
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 212.1          no Public_Transportation       Normal_Weight
## 1120           no            Automobile Overweight_Level_II
## 1677    Sometimes Public_Transportation     Obesity_Type_II
## 316     Sometimes Public_Transportation       Normal_Weight
## 100    Frequently Public_Transportation       Normal_Weight
## 467            no            Automobile       Normal_Weight
## 1162           no Public_Transportation Overweight_Level_II
## 647            no Public_Transportation Insufficient_Weight
## 1065.1  Sometimes Public_Transportation Overweight_Level_II
## 1017           no Public_Transportation Overweight_Level_II
## 805            no            Automobile  Overweight_Level_I
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 1112    Sometimes Public_Transportation Overweight_Level_II
## 513            no Public_Transportation Insufficient_Weight
## 1920    Sometimes Public_Transportation    Obesity_Type_III
## 531.1   Sometimes Public_Transportation Insufficient_Weight
## 985            no Public_Transportation Overweight_Level_II
## 293            no Public_Transportation       Normal_Weight
## 1415    Sometimes            Automobile      Obesity_Type_I
## 1737    Sometimes Public_Transportation     Obesity_Type_II
## 551.1          no Public_Transportation Insufficient_Weight
## 155     Sometimes Public_Transportation      Obesity_Type_I
## 2009    Sometimes Public_Transportation    Obesity_Type_III
## 896     Sometimes Public_Transportation  Overweight_Level_I
## 1688.1  Sometimes Public_Transportation     Obesity_Type_II
## 402     Sometimes Public_Transportation       Normal_Weight
## 1744.1  Sometimes Public_Transportation     Obesity_Type_II
## 1557           no Public_Transportation     Obesity_Type_II
## 767     Sometimes            Automobile  Overweight_Level_I
## 916     Sometimes            Automobile  Overweight_Level_I
## 239            no Public_Transportation       Normal_Weight
## 35      Sometimes Public_Transportation       Normal_Weight
## 542     Sometimes Public_Transportation Insufficient_Weight
## 1387           no            Automobile      Obesity_Type_I
## 1185    Sometimes Public_Transportation Overweight_Level_II
## 1814    Sometimes Public_Transportation    Obesity_Type_III
## 658            no Public_Transportation Insufficient_Weight
## 1599           no Public_Transportation     Obesity_Type_II
## 1744.2  Sometimes Public_Transportation     Obesity_Type_II
## 1492.1         no Public_Transportation      Obesity_Type_I
## 1667           no Public_Transportation     Obesity_Type_II
## 781     Sometimes Public_Transportation  Overweight_Level_I
## 502     Sometimes Public_Transportation    Obesity_Type_III
## 1751    Sometimes            Automobile     Obesity_Type_II
## 354     Sometimes            Automobile       Normal_Weight
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 997.1          no Public_Transportation Overweight_Level_II
## 624            no Public_Transportation Insufficient_Weight
## 1805    Sometimes Public_Transportation    Obesity_Type_III
## 1487           no Public_Transportation      Obesity_Type_I
## 156     Sometimes            Automobile       Normal_Weight
## 1241           no Public_Transportation      Obesity_Type_I
## 1441    Sometimes            Automobile      Obesity_Type_I
## 66             no Public_Transportation  Overweight_Level_I
## 247     Sometimes Public_Transportation       Normal_Weight
## 1610    Sometimes Public_Transportation     Obesity_Type_II
## 785     Sometimes Public_Transportation  Overweight_Level_I
## 545            no Public_Transportation Insufficient_Weight
## 1195.1  Sometimes Public_Transportation Overweight_Level_II
## 490            no Public_Transportation       Normal_Weight
## 1120.1         no            Automobile Overweight_Level_II
## 1867    Sometimes Public_Transportation    Obesity_Type_III
## 2043    Sometimes Public_Transportation    Obesity_Type_III
## 2068    Sometimes Public_Transportation    Obesity_Type_III
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1647    Sometimes Public_Transportation     Obesity_Type_II
## 335    Frequently Public_Transportation  Overweight_Level_I
## 23      Sometimes            Automobile       Normal_Weight
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 1033    Sometimes Public_Transportation Overweight_Level_II
## 626     Sometimes Public_Transportation Insufficient_Weight
## 467.1          no            Automobile       Normal_Weight
## 1888    Sometimes Public_Transportation    Obesity_Type_III
## 1132           no Public_Transportation Overweight_Level_II
## 1653.1  Sometimes Public_Transportation     Obesity_Type_II
## 1709           no Public_Transportation     Obesity_Type_II
## 1656    Sometimes            Automobile     Obesity_Type_II
## 299    Frequently Public_Transportation       Normal_Weight
## 9      Frequently Public_Transportation       Normal_Weight
## 1751.1  Sometimes            Automobile     Obesity_Type_II
## 67     Frequently Public_Transportation Overweight_Level_II
## 1795.1         no Public_Transportation     Obesity_Type_II
## 1610.1  Sometimes Public_Transportation     Obesity_Type_II
## 168            no               Walking Overweight_Level_II
## 987     Sometimes Public_Transportation Overweight_Level_II
## 352            no               Walking       Normal_Weight
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 1278           no Public_Transportation      Obesity_Type_I
## 297     Sometimes Public_Transportation       Normal_Weight
## 829     Sometimes Public_Transportation  Overweight_Level_I
## 1685    Sometimes Public_Transportation     Obesity_Type_II
## 158     Sometimes Public_Transportation       Normal_Weight
## 792.1          no Public_Transportation  Overweight_Level_I
## 1668.1  Sometimes            Automobile     Obesity_Type_II
## 1069           no Public_Transportation Overweight_Level_II
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 1449.1         no Public_Transportation      Obesity_Type_I
## 1576.1  Sometimes            Automobile     Obesity_Type_II
## 1091           no Public_Transportation Overweight_Level_II
## 1212    Sometimes            Automobile      Obesity_Type_I
## 467.2          no            Automobile       Normal_Weight
## 181.1          no Public_Transportation       Normal_Weight
## 82      Sometimes Public_Transportation Overweight_Level_II
## 1094           no Public_Transportation Overweight_Level_II
## 956     Sometimes            Automobile  Overweight_Level_I
## 477            no Public_Transportation  Overweight_Level_I
## 1660    Sometimes Public_Transportation     Obesity_Type_II
## 777     Sometimes Public_Transportation  Overweight_Level_I
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 1341    Sometimes Public_Transportation      Obesity_Type_I
## 1843    Sometimes Public_Transportation    Obesity_Type_III
## 445     Sometimes Public_Transportation       Normal_Weight
## 1271    Sometimes            Automobile      Obesity_Type_I
## 219            no Public_Transportation       Normal_Weight
## 804.2          no            Automobile  Overweight_Level_I
## 139            no                  Bike       Normal_Weight
## 804.3          no            Automobile  Overweight_Level_I
## 2101.1  Sometimes Public_Transportation    Obesity_Type_III
## 1382    Sometimes            Automobile      Obesity_Type_I
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 1786    Sometimes Public_Transportation     Obesity_Type_II
## 537            no Public_Transportation Insufficient_Weight
## 14     Frequently            Automobile      Obesity_Type_I
## 653            no Public_Transportation Insufficient_Weight
## 1349    Sometimes Public_Transportation      Obesity_Type_I
## 324     Sometimes            Automobile       Normal_Weight
## 1413    Sometimes Public_Transportation      Obesity_Type_I
## 370.1   Sometimes Public_Transportation Overweight_Level_II
## 617            no Public_Transportation Insufficient_Weight
## 902     Sometimes Public_Transportation  Overweight_Level_I
## 50      Sometimes Public_Transportation       Normal_Weight
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 594            no            Automobile Insufficient_Weight
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 431     Sometimes Public_Transportation      Obesity_Type_I
## 4.1    Frequently               Walking  Overweight_Level_I
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 631     Sometimes Public_Transportation Insufficient_Weight
## 238            no Public_Transportation       Normal_Weight
## 1454    Sometimes Public_Transportation      Obesity_Type_I
## 2078    Sometimes Public_Transportation    Obesity_Type_III
## 1695.1  Sometimes            Automobile     Obesity_Type_II
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 939     Sometimes Public_Transportation  Overweight_Level_I
## 1648.1  Sometimes            Automobile     Obesity_Type_II
## 2091    Sometimes Public_Transportation    Obesity_Type_III
## 862     Sometimes Public_Transportation  Overweight_Level_I
## 6       Sometimes            Automobile       Normal_Weight
## 986            no Public_Transportation Overweight_Level_II
## 112            no Public_Transportation       Normal_Weight
## 6.1     Sometimes            Automobile       Normal_Weight
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 2071.1  Sometimes Public_Transportation    Obesity_Type_III
## 1590    Sometimes            Automobile     Obesity_Type_II
## 1392    Sometimes Public_Transportation      Obesity_Type_I
## 123            no               Walking Insufficient_Weight
## 652            no Public_Transportation Insufficient_Weight
## 943.1   Sometimes            Automobile  Overweight_Level_I
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 1679    Sometimes Public_Transportation     Obesity_Type_II
## 659     Sometimes Public_Transportation Insufficient_Weight
## 2008    Sometimes Public_Transportation    Obesity_Type_III
## 112.1          no Public_Transportation       Normal_Weight
## 862.1   Sometimes Public_Transportation  Overweight_Level_I
## 1457.1  Sometimes Public_Transportation      Obesity_Type_I
## 1826    Sometimes Public_Transportation    Obesity_Type_III
## 1632    Sometimes Public_Transportation     Obesity_Type_II
## 1679.1  Sometimes Public_Transportation     Obesity_Type_II
## 232     Sometimes Public_Transportation       Normal_Weight
## 858     Sometimes Public_Transportation  Overweight_Level_I
## 1181    Sometimes Public_Transportation Overweight_Level_II
## 68     Frequently            Automobile      Obesity_Type_I
## 1526    Sometimes            Automobile     Obesity_Type_II
## 971     Sometimes Public_Transportation  Overweight_Level_I
## 778     Sometimes            Automobile  Overweight_Level_I
## 959.1   Sometimes Public_Transportation  Overweight_Level_I
## 582.1          no            Automobile Insufficient_Weight
## 1063           no            Automobile Overweight_Level_II
## 371            no Public_Transportation       Normal_Weight
## 1647.1  Sometimes Public_Transportation     Obesity_Type_II
## 1              no Public_Transportation       Normal_Weight
## 644            no Public_Transportation Insufficient_Weight
## 1093    Sometimes Public_Transportation Overweight_Level_II
## 230            no            Automobile     Obesity_Type_II
## 2091.1  Sometimes Public_Transportation    Obesity_Type_III
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 940            no Public_Transportation  Overweight_Level_I
## 1358           no Public_Transportation      Obesity_Type_I
## 875            no Public_Transportation  Overweight_Level_I
## 240            no Public_Transportation       Normal_Weight
## 1928    Sometimes Public_Transportation    Obesity_Type_III
## 1963    Sometimes Public_Transportation    Obesity_Type_III
## 1900    Sometimes Public_Transportation    Obesity_Type_III
## 1518    Sometimes Public_Transportation     Obesity_Type_II
## 1772    Sometimes Public_Transportation     Obesity_Type_II
## 1123.1  Sometimes Public_Transportation Overweight_Level_II
## 1600           no Public_Transportation     Obesity_Type_II
## 531.2   Sometimes Public_Transportation Insufficient_Weight
## 864.1   Sometimes            Automobile  Overweight_Level_I
## 1576.2  Sometimes            Automobile     Obesity_Type_II
## 772     Sometimes Public_Transportation  Overweight_Level_I
## 1229    Sometimes            Automobile      Obesity_Type_I
## 1414    Sometimes            Automobile      Obesity_Type_I
## 935     Sometimes Public_Transportation  Overweight_Level_I
## 1130           no Public_Transportation Overweight_Level_II
## 1249    Sometimes Public_Transportation      Obesity_Type_I
## 1611    Sometimes Public_Transportation     Obesity_Type_II
## 1587    Sometimes Public_Transportation     Obesity_Type_II
## 204     Sometimes            Automobile      Obesity_Type_I
## 440     Sometimes Public_Transportation       Normal_Weight
## 1115           no            Automobile Overweight_Level_II
## 699     Sometimes Public_Transportation Insufficient_Weight
## 1452    Sometimes Public_Transportation      Obesity_Type_I
## 616     Sometimes Public_Transportation Insufficient_Weight
## 1056    Sometimes Public_Transportation Overweight_Level_II
## 973            no Public_Transportation  Overweight_Level_I
## 171     Sometimes Public_Transportation Overweight_Level_II
## 1887    Sometimes Public_Transportation    Obesity_Type_III
## 1130.1         no Public_Transportation Overweight_Level_II
## 1181.1  Sometimes Public_Transportation Overweight_Level_II
## 1972.1  Sometimes Public_Transportation    Obesity_Type_III
## 367     Sometimes            Automobile Overweight_Level_II
## 486     Sometimes Public_Transportation       Normal_Weight
## 62      Sometimes Public_Transportation       Normal_Weight
## 1426           no Public_Transportation      Obesity_Type_I
## 1301           no Public_Transportation      Obesity_Type_I
## 661     Sometimes Public_Transportation Insufficient_Weight
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 53             no Public_Transportation       Normal_Weight
## 705            no Public_Transportation Insufficient_Weight
## 1595    Sometimes Public_Transportation     Obesity_Type_II
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 1094.1         no Public_Transportation Overweight_Level_II
## 1504           no Public_Transportation      Obesity_Type_I
## 1803    Sometimes Public_Transportation    Obesity_Type_III
## 512.1          no Public_Transportation Insufficient_Weight
## 579     Sometimes Public_Transportation Insufficient_Weight
## 314     Sometimes Public_Transportation       Normal_Weight
## 2079    Sometimes Public_Transportation    Obesity_Type_III
## 2037.1  Sometimes Public_Transportation    Obesity_Type_III
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 625     Sometimes Public_Transportation Insufficient_Weight
## 678     Sometimes Public_Transportation Insufficient_Weight
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 1651    Sometimes Public_Transportation     Obesity_Type_II
## 1905    Sometimes Public_Transportation    Obesity_Type_III
## 1355           no Public_Transportation      Obesity_Type_I
## 560            no            Automobile Insufficient_Weight
## 408     Sometimes               Walking  Overweight_Level_I
## 554     Sometimes Public_Transportation Insufficient_Weight
## 594.1          no            Automobile Insufficient_Weight
## 846     Sometimes Public_Transportation  Overweight_Level_I
## 1594    Sometimes Public_Transportation     Obesity_Type_II
## 1018           no            Automobile Overweight_Level_II
## 409     Sometimes Public_Transportation       Normal_Weight
## 129     Sometimes Public_Transportation       Normal_Weight
## 122    Frequently Public_Transportation Overweight_Level_II
## 1544    Sometimes Public_Transportation     Obesity_Type_II
## 1769    Sometimes Public_Transportation     Obesity_Type_II
## 528.1   Sometimes Public_Transportation Insufficient_Weight
## 1713.1  Sometimes            Automobile     Obesity_Type_II
## 919     Sometimes Public_Transportation  Overweight_Level_I
## 753     Sometimes Public_Transportation  Overweight_Level_I
## 941     Sometimes Public_Transportation  Overweight_Level_I
## 1546    Sometimes Public_Transportation     Obesity_Type_II
## 675     Sometimes Public_Transportation Insufficient_Weight
## 816     Sometimes Public_Transportation  Overweight_Level_I
## 19             no            Automobile Overweight_Level_II
## 1850.1  Sometimes Public_Transportation    Obesity_Type_III
## 1777    Sometimes            Automobile     Obesity_Type_II
## 1474           no Public_Transportation      Obesity_Type_I
## 559            no            Automobile Insufficient_Weight
## 677     Sometimes Public_Transportation Insufficient_Weight
## 101     Sometimes Public_Transportation       Normal_Weight
## 901     Sometimes Public_Transportation  Overweight_Level_I
## 1509           no Public_Transportation      Obesity_Type_I
## 562     Sometimes Public_Transportation Insufficient_Weight
## 329     Sometimes               Walking       Normal_Weight
## 1172           no            Automobile Overweight_Level_II
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 1739    Sometimes Public_Transportation     Obesity_Type_II
## 1270.1  Sometimes Public_Transportation      Obesity_Type_I
## 1042           no            Automobile Overweight_Level_II
## 1627    Sometimes Public_Transportation     Obesity_Type_II
## 1773    Sometimes Public_Transportation     Obesity_Type_II
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 1671    Sometimes Public_Transportation     Obesity_Type_II
## 1685.1  Sometimes Public_Transportation     Obesity_Type_II
## 1663    Sometimes Public_Transportation     Obesity_Type_II
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 738     Sometimes Public_Transportation Insufficient_Weight
## 2008.1  Sometimes Public_Transportation    Obesity_Type_III
## 1031    Sometimes            Automobile Overweight_Level_II
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 352.1          no               Walking       Normal_Weight
## 1650    Sometimes Public_Transportation     Obesity_Type_II
## 958     Sometimes            Automobile  Overweight_Level_I
## 471     Sometimes Public_Transportation       Normal_Weight
## 1093.1  Sometimes Public_Transportation Overweight_Level_II
## 642     Sometimes Public_Transportation Insufficient_Weight
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 1146   Frequently Public_Transportation Overweight_Level_II
## 1489    Sometimes            Automobile      Obesity_Type_I
## 367.1   Sometimes            Automobile Overweight_Level_II
## 678.1   Sometimes Public_Transportation Insufficient_Weight
## 103     Sometimes            Automobile       Normal_Weight
## 821.1   Sometimes            Automobile  Overweight_Level_I
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 213            no Public_Transportation Overweight_Level_II
## 2078.1  Sometimes Public_Transportation    Obesity_Type_III
## 1091.1         no Public_Transportation Overweight_Level_II
## 589     Sometimes Public_Transportation Insufficient_Weight
## 1382.1  Sometimes            Automobile      Obesity_Type_I
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 760     Sometimes            Automobile  Overweight_Level_I
## 1354           no Public_Transportation      Obesity_Type_I
## 280     Sometimes Public_Transportation Insufficient_Weight
## 2024    Sometimes Public_Transportation    Obesity_Type_III
## 1701           no            Automobile     Obesity_Type_II
## 1360    Sometimes            Automobile      Obesity_Type_I
## 626.1   Sometimes Public_Transportation Insufficient_Weight
## 1765    Sometimes Public_Transportation     Obesity_Type_II
## 345.1   Sometimes Public_Transportation    Obesity_Type_III
## 1696    Sometimes Public_Transportation     Obesity_Type_II
## 335.1  Frequently Public_Transportation  Overweight_Level_I
## 1968    Sometimes Public_Transportation    Obesity_Type_III
## 2013    Sometimes Public_Transportation    Obesity_Type_III
## 1221           no Public_Transportation      Obesity_Type_I
## 177            no Public_Transportation       Normal_Weight
## 1362    Sometimes Public_Transportation      Obesity_Type_I
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 766.1   Sometimes            Automobile  Overweight_Level_I
## 1135           no Public_Transportation Overweight_Level_II
## 1715    Sometimes            Automobile     Obesity_Type_II
## 808            no            Automobile  Overweight_Level_I
## 1548    Sometimes            Automobile     Obesity_Type_II
## 878            no Public_Transportation  Overweight_Level_I
## 163     Sometimes Public_Transportation       Normal_Weight
## 1613    Sometimes Public_Transportation     Obesity_Type_II
## 1472    Sometimes Public_Transportation      Obesity_Type_I
## 1174           no            Automobile Overweight_Level_II
## 1799           no Public_Transportation     Obesity_Type_II
## 1366           no Public_Transportation      Obesity_Type_I
## 1607    Sometimes Public_Transportation     Obesity_Type_II
## 1837    Sometimes Public_Transportation    Obesity_Type_III
## 1499           no Public_Transportation      Obesity_Type_I
## 1660.1  Sometimes Public_Transportation     Obesity_Type_II
## 118            no Public_Transportation Overweight_Level_II
## 502.1   Sometimes Public_Transportation    Obesity_Type_III
## 1229.1  Sometimes            Automobile      Obesity_Type_I
## 553     Sometimes Public_Transportation Insufficient_Weight
## 605     Sometimes Public_Transportation Insufficient_Weight
## 484.1          no Public_Transportation  Overweight_Level_I
## 1699    Sometimes Public_Transportation     Obesity_Type_II
## 1666           no Public_Transportation     Obesity_Type_II
## 1251    Sometimes Public_Transportation      Obesity_Type_I
## 1988    Sometimes Public_Transportation    Obesity_Type_III
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1572    Sometimes            Automobile     Obesity_Type_II
## 1147    Sometimes Public_Transportation Overweight_Level_II
## 1204           no Public_Transportation Overweight_Level_II
## 891            no Public_Transportation  Overweight_Level_I
## 1542.2  Sometimes            Automobile     Obesity_Type_II
## 992     Sometimes Public_Transportation Overweight_Level_II
## 1513           no Public_Transportation      Obesity_Type_I
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 2079.1  Sometimes Public_Transportation    Obesity_Type_III
## 1281    Sometimes Public_Transportation      Obesity_Type_I
## 1851    Sometimes Public_Transportation    Obesity_Type_III
## 1093.2  Sometimes Public_Transportation Overweight_Level_II
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 1111.1  Sometimes Public_Transportation Overweight_Level_II
## 1595.1  Sometimes Public_Transportation     Obesity_Type_II
## 587     Sometimes Public_Transportation Insufficient_Weight
## 1685.2  Sometimes Public_Transportation     Obesity_Type_II
## 1518.1  Sometimes Public_Transportation     Obesity_Type_II
## 141     Sometimes Public_Transportation Insufficient_Weight
## 1221.1         no Public_Transportation      Obesity_Type_I
## 993            no Public_Transportation Overweight_Level_II
## 1688.2  Sometimes Public_Transportation     Obesity_Type_II
## 470            no Public_Transportation Insufficient_Weight
## 1499.1         no Public_Transportation      Obesity_Type_I
## 992.1   Sometimes Public_Transportation Overweight_Level_II
## 1068           no            Automobile Overweight_Level_II
## 1719    Sometimes Public_Transportation     Obesity_Type_II
## 929     Sometimes Public_Transportation  Overweight_Level_I
## 2009.1  Sometimes Public_Transportation    Obesity_Type_III
## 1451           no Public_Transportation      Obesity_Type_I
## 1717    Sometimes Public_Transportation     Obesity_Type_II
## 602     Sometimes Public_Transportation Insufficient_Weight
## 1759.1  Sometimes Public_Transportation     Obesity_Type_II
## 922     Sometimes Public_Transportation  Overweight_Level_I
## 1331           no Public_Transportation      Obesity_Type_I
## 1429           no Public_Transportation      Obesity_Type_I
## 858.1   Sometimes Public_Transportation  Overweight_Level_I
## 419     Sometimes Public_Transportation      Obesity_Type_I
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1314           no Public_Transportation      Obesity_Type_I
## 1450           no Public_Transportation      Obesity_Type_I
## 1470           no Public_Transportation      Obesity_Type_I
## 40      Sometimes Public_Transportation Overweight_Level_II
## 692     Sometimes Public_Transportation Insufficient_Weight
## 1905.1  Sometimes Public_Transportation    Obesity_Type_III
## 315            no               Walking       Normal_Weight
## 1424   Frequently            Automobile      Obesity_Type_I
## 1806    Sometimes Public_Transportation    Obesity_Type_III
## 774     Sometimes Public_Transportation  Overweight_Level_I
## 1886    Sometimes Public_Transportation    Obesity_Type_III
## 849     Sometimes Public_Transportation  Overweight_Level_I
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 1730    Sometimes Public_Transportation     Obesity_Type_II
## 226     Sometimes               Walking     Obesity_Type_II
## 1988.1  Sometimes Public_Transportation    Obesity_Type_III
## 75.1   Frequently Public_Transportation Overweight_Level_II
## 441            no            Automobile       Normal_Weight
## 344            no Public_Transportation       Normal_Weight
## 345.2   Sometimes Public_Transportation    Obesity_Type_III
## 133    Frequently Public_Transportation       Normal_Weight
## 2092    Sometimes Public_Transportation    Obesity_Type_III
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1786.1  Sometimes Public_Transportation     Obesity_Type_II
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 1487.1         no Public_Transportation      Obesity_Type_I
## 919.1   Sometimes Public_Transportation  Overweight_Level_I
## 1570    Sometimes Public_Transportation     Obesity_Type_II
## 268    Frequently            Automobile Overweight_Level_II
## 1745    Sometimes Public_Transportation     Obesity_Type_II
## 110            no Public_Transportation      Obesity_Type_I
## 1751.2  Sometimes            Automobile     Obesity_Type_II
## 1294           no Public_Transportation      Obesity_Type_I
## 155.1   Sometimes Public_Transportation      Obesity_Type_I
## 87             no Public_Transportation       Normal_Weight
## 1157           no            Automobile Overweight_Level_II
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 777.1   Sometimes Public_Transportation  Overweight_Level_I
## 151     Sometimes Public_Transportation       Normal_Weight
## 1400           no Public_Transportation      Obesity_Type_I
## 556     Sometimes Public_Transportation Insufficient_Weight
## 273            no Public_Transportation       Normal_Weight
## 797     Sometimes            Automobile  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 822     Sometimes            Automobile  Overweight_Level_I
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 825     Sometimes Public_Transportation  Overweight_Level_I
## 538.2   Sometimes Public_Transportation Insufficient_Weight
## 891.1          no Public_Transportation  Overweight_Level_I
## 218.1  Frequently            Automobile  Overweight_Level_I
## 1617.1  Sometimes Public_Transportation     Obesity_Type_II
## 819    Frequently Public_Transportation  Overweight_Level_I
## 1559    Sometimes            Automobile     Obesity_Type_II
## 2009.2  Sometimes Public_Transportation    Obesity_Type_III
## 911     Sometimes            Automobile  Overweight_Level_I
## 1945    Sometimes Public_Transportation    Obesity_Type_III
## 1988.2  Sometimes Public_Transportation    Obesity_Type_III
## 1785    Sometimes Public_Transportation     Obesity_Type_II
## 135     Sometimes            Automobile      Obesity_Type_I
## 1349.1  Sometimes Public_Transportation      Obesity_Type_I
## 1734    Sometimes            Automobile     Obesity_Type_II
## 1665.1         no Public_Transportation     Obesity_Type_II
## 1070           no Public_Transportation Overweight_Level_II
## 1723           no            Automobile     Obesity_Type_II
## 1053           no            Automobile Overweight_Level_II
## 1399           no Public_Transportation      Obesity_Type_I
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 466     Sometimes Public_Transportation       Normal_Weight
## 1051.1  Sometimes Public_Transportation Overweight_Level_II
## 761     Sometimes            Automobile  Overweight_Level_I
## 774.1   Sometimes Public_Transportation  Overweight_Level_I
## 1342.1  Sometimes Public_Transportation      Obesity_Type_I
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 1662    Sometimes Public_Transportation     Obesity_Type_II
## 259            no Public_Transportation Overweight_Level_II
## 1214.3  Sometimes Public_Transportation      Obesity_Type_I
## 1602    Sometimes            Automobile     Obesity_Type_II
## 522            no Public_Transportation Insufficient_Weight
## 1430    Sometimes            Automobile      Obesity_Type_I
## 1671.1  Sometimes Public_Transportation     Obesity_Type_II
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 868            no Public_Transportation  Overweight_Level_I
## 683     Sometimes Public_Transportation Insufficient_Weight
## 1604           no Public_Transportation     Obesity_Type_II
## 465     Sometimes               Walking       Normal_Weight
## 843     Sometimes Public_Transportation  Overweight_Level_I
## 1356    Sometimes            Automobile      Obesity_Type_I
## 1199.1  Sometimes Public_Transportation Overweight_Level_II
## 19.1           no            Automobile Overweight_Level_II
## 1085    Sometimes Public_Transportation Overweight_Level_II
## 1060           no            Automobile Overweight_Level_II
## 1855    Sometimes Public_Transportation    Obesity_Type_III
## 901.1   Sometimes Public_Transportation  Overweight_Level_I
## 1910.1  Sometimes Public_Transportation    Obesity_Type_III
## 1707    Sometimes Public_Transportation     Obesity_Type_II
## 1557.1         no Public_Transportation     Obesity_Type_II
## 207            no Public_Transportation      Obesity_Type_I
## 2092.1  Sometimes Public_Transportation    Obesity_Type_III
## 309.1   Sometimes Public_Transportation       Normal_Weight
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 1547    Sometimes Public_Transportation     Obesity_Type_II
## 1498           no Public_Transportation      Obesity_Type_I
## 231     Sometimes               Walking  Overweight_Level_I
## 938     Sometimes Public_Transportation  Overweight_Level_I
## 1129           no            Automobile Overweight_Level_II
## 286     Sometimes Public_Transportation      Obesity_Type_I
## 636     Sometimes Public_Transportation Insufficient_Weight
## 648            no Public_Transportation Insufficient_Weight
## 2043.1  Sometimes Public_Transportation    Obesity_Type_III
## 450     Sometimes Public_Transportation       Normal_Weight
## 2079.2  Sometimes Public_Transportation    Obesity_Type_III
## 1853    Sometimes Public_Transportation    Obesity_Type_III
## 776            no Public_Transportation  Overweight_Level_I
## 1609    Sometimes            Automobile     Obesity_Type_II
## 1716    Sometimes Public_Transportation     Obesity_Type_II
## 1589.1  Sometimes Public_Transportation     Obesity_Type_II
## 1133           no            Automobile Overweight_Level_II
## 1891.1  Sometimes Public_Transportation    Obesity_Type_III
## 1165           no Public_Transportation Overweight_Level_II
## 983.1   Sometimes            Automobile Overweight_Level_II
## 862.2   Sometimes Public_Transportation  Overweight_Level_I
## 377     Sometimes            Automobile       Normal_Weight
## 1670    Sometimes Public_Transportation     Obesity_Type_II
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 660     Sometimes Public_Transportation Insufficient_Weight
## 828     Sometimes            Automobile  Overweight_Level_I
## 530.1   Sometimes Public_Transportation Insufficient_Weight
## 1044.1  Sometimes Public_Transportation Overweight_Level_II
## 922.1   Sometimes Public_Transportation  Overweight_Level_I
## 1798           no Public_Transportation     Obesity_Type_II
## 1403    Sometimes            Automobile      Obesity_Type_I
## 1545    Sometimes Public_Transportation     Obesity_Type_II
## 1568    Sometimes            Automobile     Obesity_Type_II
## 155.2   Sometimes Public_Transportation      Obesity_Type_I
## 538.3   Sometimes Public_Transportation Insufficient_Weight
## 2036    Sometimes Public_Transportation    Obesity_Type_III
## 1992.1  Sometimes Public_Transportation    Obesity_Type_III
## 148.1   Sometimes            Automobile      Obesity_Type_I
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 1242.1  Sometimes            Automobile      Obesity_Type_I
## 2023    Sometimes Public_Transportation    Obesity_Type_III
## 93     Frequently               Walking  Overweight_Level_I
## 1981    Sometimes Public_Transportation    Obesity_Type_III
## 642.1   Sometimes Public_Transportation Insufficient_Weight
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 226.1   Sometimes               Walking     Obesity_Type_II
## 1781.1         no Public_Transportation     Obesity_Type_II
## 1365    Sometimes            Automobile      Obesity_Type_I
## 193     Sometimes            Automobile  Overweight_Level_I
## 674     Sometimes Public_Transportation Insufficient_Weight
## 530.2   Sometimes Public_Transportation Insufficient_Weight
## 1813.1  Sometimes Public_Transportation    Obesity_Type_III
## 940.1          no Public_Transportation  Overweight_Level_I
## 155.3   Sometimes Public_Transportation      Obesity_Type_I
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 1488    Sometimes            Automobile      Obesity_Type_I
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 279.1   Sometimes            Automobile       Normal_Weight
## 985.1          no Public_Transportation Overweight_Level_II
## 1960    Sometimes Public_Transportation    Obesity_Type_III
## 574     Sometimes Public_Transportation Insufficient_Weight
## 561            no            Automobile Insufficient_Weight
## 746            no            Automobile  Overweight_Level_I
## 217.1   Sometimes               Walking       Normal_Weight
## 681.1          no Public_Transportation Insufficient_Weight
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 1495           no Public_Transportation      Obesity_Type_I
## 811     Sometimes Public_Transportation  Overweight_Level_I
## 74      Sometimes                  Bike       Normal_Weight
## 256            no                  Bike  Overweight_Level_I
## 2052    Sometimes Public_Transportation    Obesity_Type_III
## 557.1   Sometimes Public_Transportation Insufficient_Weight
## 1920.1  Sometimes Public_Transportation    Obesity_Type_III
## 599     Sometimes Public_Transportation Insufficient_Weight
## 1442    Sometimes            Automobile      Obesity_Type_I
## 1358.1         no Public_Transportation      Obesity_Type_I
## 1357    Sometimes            Automobile      Obesity_Type_I
## 1366.1         no Public_Transportation      Obesity_Type_I
## 1569    Sometimes            Automobile     Obesity_Type_II
## 1082    Sometimes Public_Transportation Overweight_Level_II
## 976.1  Frequently Public_Transportation  Overweight_Level_I
## 1773.1  Sometimes Public_Transportation     Obesity_Type_II
## 691     Sometimes Public_Transportation Insufficient_Weight
## 20.2    Sometimes Public_Transportation  Overweight_Level_I
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 1799.1         no Public_Transportation     Obesity_Type_II
## 539     Sometimes Public_Transportation Insufficient_Weight
## 919.2   Sometimes Public_Transportation  Overweight_Level_I
## 297.1   Sometimes Public_Transportation       Normal_Weight
## 297.2   Sometimes Public_Transportation       Normal_Weight
## 869     Sometimes Public_Transportation  Overweight_Level_I
## 980            no Public_Transportation Overweight_Level_II
## 788     Sometimes            Automobile  Overweight_Level_I
## 909.1   Sometimes Public_Transportation  Overweight_Level_I
## 1512.1         no Public_Transportation      Obesity_Type_I
## 829.1   Sometimes Public_Transportation  Overweight_Level_I
## 418    Frequently Public_Transportation Overweight_Level_II
## 160.1  Frequently            Automobile Overweight_Level_II
## 2094    Sometimes Public_Transportation    Obesity_Type_III
## 253    Frequently            Automobile Overweight_Level_II
## 1829    Sometimes Public_Transportation    Obesity_Type_III
## 1221.2         no Public_Transportation      Obesity_Type_I
## 2046    Sometimes Public_Transportation    Obesity_Type_III
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 1708           no Public_Transportation     Obesity_Type_II
## 1446           no Public_Transportation      Obesity_Type_I
## 335.2  Frequently Public_Transportation  Overweight_Level_I
## 112.2          no Public_Transportation       Normal_Weight
## 1953    Sometimes Public_Transportation    Obesity_Type_III
## 1520    Sometimes            Automobile     Obesity_Type_II
## 436.1          no Public_Transportation  Overweight_Level_I
## 780     Sometimes Public_Transportation  Overweight_Level_I
## 1453    Sometimes Public_Transportation      Obesity_Type_I
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 334            no            Automobile       Normal_Weight
## 319     Sometimes Public_Transportation       Normal_Weight
## 826     Sometimes            Automobile  Overweight_Level_I
## 711     Sometimes Public_Transportation Insufficient_Weight
## 1861    Sometimes Public_Transportation    Obesity_Type_III
## 458     Sometimes Public_Transportation       Normal_Weight
## 532     Sometimes            Automobile Insufficient_Weight
## 1533    Sometimes Public_Transportation     Obesity_Type_II
## 113     Sometimes Public_Transportation       Normal_Weight
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 1308           no Public_Transportation      Obesity_Type_I
## 63      Sometimes Public_Transportation       Normal_Weight
## 1581    Sometimes Public_Transportation     Obesity_Type_II
## 1291           no Public_Transportation      Obesity_Type_I
## 1090           no            Automobile Overweight_Level_II
## 903     Sometimes            Automobile  Overweight_Level_I
## 1001.1  Sometimes Public_Transportation Overweight_Level_II
## 696            no            Automobile Insufficient_Weight
## 1610.2  Sometimes Public_Transportation     Obesity_Type_II
## 1535           no Public_Transportation     Obesity_Type_II
## 988     Sometimes            Automobile Overweight_Level_II
## 13      Sometimes Public_Transportation       Normal_Weight
## 1818.1  Sometimes Public_Transportation    Obesity_Type_III
## 547     Sometimes Public_Transportation Insufficient_Weight
## 597            no            Automobile Insufficient_Weight
## 962            no Public_Transportation  Overweight_Level_I
## 1760    Sometimes            Automobile     Obesity_Type_II
## 1250    Sometimes Public_Transportation      Obesity_Type_I
## 776.1          no Public_Transportation  Overweight_Level_I
## 420     Sometimes Public_Transportation      Obesity_Type_I
## 2023.1  Sometimes Public_Transportation    Obesity_Type_III
## 58             no Public_Transportation       Normal_Weight
## 1069.1         no Public_Transportation Overweight_Level_II
## 1333.1         no Public_Transportation      Obesity_Type_I
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 1119           no Public_Transportation Overweight_Level_II
## 1808    Sometimes Public_Transportation    Obesity_Type_III
## 1092           no            Automobile Overweight_Level_II
## 603     Sometimes Public_Transportation Insufficient_Weight
## 1142           no Public_Transportation Overweight_Level_II
## 1979    Sometimes Public_Transportation    Obesity_Type_III
## 181.2          no Public_Transportation       Normal_Weight
## 1268    Sometimes            Automobile      Obesity_Type_I
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1347           no Public_Transportation      Obesity_Type_I
## 413     Sometimes            Automobile       Normal_Weight
## 36      Sometimes Public_Transportation Overweight_Level_II
## 480     Sometimes Public_Transportation       Normal_Weight
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 257.1   Sometimes Public_Transportation Overweight_Level_II
## 887     Sometimes Public_Transportation  Overweight_Level_I
## 2069    Sometimes Public_Transportation    Obesity_Type_III
## 1412    Sometimes Public_Transportation      Obesity_Type_I
## 1366.2         no Public_Transportation      Obesity_Type_I
## 1555    Sometimes Public_Transportation     Obesity_Type_II
## 471.1   Sometimes Public_Transportation       Normal_Weight
## 1111.2  Sometimes Public_Transportation Overweight_Level_II
## 116            no Public_Transportation       Normal_Weight
## 366     Sometimes             Motorbike       Normal_Weight
## 931     Sometimes Public_Transportation  Overweight_Level_I
## 1741    Sometimes            Automobile     Obesity_Type_II
## 1843.1  Sometimes Public_Transportation    Obesity_Type_III
## 218.2  Frequently            Automobile  Overweight_Level_I
## 1530    Sometimes            Automobile     Obesity_Type_II
## 1908.1  Sometimes Public_Transportation    Obesity_Type_III
## 1792           no Public_Transportation     Obesity_Type_II
## 1377    Sometimes Public_Transportation      Obesity_Type_I
## 132            no Public_Transportation       Normal_Weight
## 673     Sometimes Public_Transportation Insufficient_Weight
## 2023.2  Sometimes Public_Transportation    Obesity_Type_III
## 1866    Sometimes Public_Transportation    Obesity_Type_III
## 208     Sometimes               Walking       Normal_Weight
## 1761    Sometimes            Automobile     Obesity_Type_II
## 1255           no Public_Transportation      Obesity_Type_I
## 596            no            Automobile Insufficient_Weight
## 1913.1  Sometimes Public_Transportation    Obesity_Type_III
## 1799.2         no Public_Transportation     Obesity_Type_II
## 1855.1  Sometimes Public_Transportation    Obesity_Type_III
## 214.1          no Public_Transportation       Normal_Weight
## 929.1   Sometimes Public_Transportation  Overweight_Level_I
## 1764    Sometimes Public_Transportation     Obesity_Type_II
## 36.1    Sometimes Public_Transportation Overweight_Level_II
## 410     Sometimes Public_Transportation       Normal_Weight
## 1506           no Public_Transportation      Obesity_Type_I
## 319.1   Sometimes Public_Transportation       Normal_Weight
## 1435           no Public_Transportation      Obesity_Type_I
## 302     Sometimes Public_Transportation       Normal_Weight
## 2012    Sometimes Public_Transportation    Obesity_Type_III
## 835     Sometimes Public_Transportation  Overweight_Level_I
## 77             no Public_Transportation Insufficient_Weight
## 903.1   Sometimes            Automobile  Overweight_Level_I
## 1958.1  Sometimes Public_Transportation    Obesity_Type_III
## 1410           no Public_Transportation      Obesity_Type_I
## 42             no               Walking       Normal_Weight
## 537.1          no Public_Transportation Insufficient_Weight
## 2088    Sometimes Public_Transportation    Obesity_Type_III
## 267     Sometimes Public_Transportation Insufficient_Weight
## 194.1          no Public_Transportation       Normal_Weight
## 680            no Public_Transportation Insufficient_Weight
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 1530.1  Sometimes            Automobile     Obesity_Type_II
## 715.1   Sometimes Public_Transportation Insufficient_Weight
## 1827    Sometimes Public_Transportation    Obesity_Type_III
## 214.2          no Public_Transportation       Normal_Weight
## 790     Sometimes            Automobile  Overweight_Level_I
## 1102           no            Automobile Overweight_Level_II
## 1360.1  Sometimes            Automobile      Obesity_Type_I
## 761.1   Sometimes            Automobile  Overweight_Level_I
## 451.1   Sometimes Public_Transportation       Normal_Weight
## 1853.1  Sometimes Public_Transportation    Obesity_Type_III
## 561.1          no            Automobile Insufficient_Weight
## 500.1   Sometimes Public_Transportation    Obesity_Type_III
## 462            no Public_Transportation      Obesity_Type_I
## 748            no            Automobile  Overweight_Level_I
## 18             no            Automobile      Obesity_Type_I
## 217.2   Sometimes               Walking       Normal_Weight
## 1652    Sometimes Public_Transportation     Obesity_Type_II
## 603.1   Sometimes Public_Transportation Insufficient_Weight
## 1911    Sometimes Public_Transportation    Obesity_Type_III
## 343     Sometimes Public_Transportation      Obesity_Type_I
## 1475           no Public_Transportation      Obesity_Type_I
## 1264    Sometimes            Automobile      Obesity_Type_I
## 116.1          no Public_Transportation       Normal_Weight
## 888     Sometimes Public_Transportation  Overweight_Level_I
## 574.1   Sometimes Public_Transportation Insufficient_Weight
## 1479.1  Sometimes Public_Transportation      Obesity_Type_I
## 2016.1  Sometimes Public_Transportation    Obesity_Type_III
## 2110.1  Sometimes Public_Transportation    Obesity_Type_III
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 502.2   Sometimes Public_Transportation    Obesity_Type_III
## 1362.1  Sometimes Public_Transportation      Obesity_Type_I
## 1841    Sometimes Public_Transportation    Obesity_Type_III
## 1107           no            Automobile Overweight_Level_II
## 1172.1         no            Automobile Overweight_Level_II
## 665            no Public_Transportation Insufficient_Weight
## 1456    Sometimes Public_Transportation      Obesity_Type_I
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 151.1   Sometimes Public_Transportation       Normal_Weight
## 819.1  Frequently Public_Transportation  Overweight_Level_I
## 26             no Public_Transportation       Normal_Weight
## 1631           no Public_Transportation     Obesity_Type_II
## 1832    Sometimes Public_Transportation    Obesity_Type_III
## 2077    Sometimes Public_Transportation    Obesity_Type_III
## 202     Sometimes            Automobile      Obesity_Type_I
## 598     Sometimes Public_Transportation Insufficient_Weight
## 1386           no            Automobile      Obesity_Type_I
## 1120.2         no            Automobile Overweight_Level_II
## 
## $DF_16
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 401      Male 18.00000 1.650000  70.00000                            yes   no
## 137      Male 25.00000 1.790000  72.00000                            yes  yes
## 2057   Female 26.00000 1.624099 109.97840                            yes  yes
## 2032   Female 26.00000 1.634894 111.94632                            yes  yes
## 1051     Male 27.00000 1.880992  99.62378                            yes  yes
## 771      Male 21.02963 1.607082  67.72222                            yes  yes
## 217    Female 23.00000 1.600000  63.00000                            yes   no
## 251    Female 20.00000 1.650000  75.00000                            yes  yes
## 1952   Female 18.90404 1.743589 133.28133                            yes  yes
## 1143     Male 23.00000 1.672101  80.93973                            yes  yes
## 397    Female 38.00000 1.550000  59.00000                            yes   no
## 1840   Female 18.36748 1.745644 133.66559                            yes  yes
## 631    Female 17.76476 1.786560  50.00000                             no  yes
## 1438   Female 38.89507 1.549257  80.00000                            yes  yes
## 1343     Male 21.72738 1.783782 105.00028                            yes  yes
## 69       Male 30.00000 1.760000 112.00000                            yes  yes
## 215      Male 21.00000 1.650000  53.00000                            yes  yes
## 1741     Male 37.76536 1.763582 117.86159                            yes  yes
## 320    Female 27.00000 1.550000  63.00000                             no  yes
## 618      Male 20.40607 1.868931  63.19973                            yes  yes
## 1098   Female 34.04423 1.665807  77.09897                            yes  yes
## 1990   Female 26.00000 1.626503 110.81876                            yes  yes
## 683    Female 19.00718 1.690727  49.89572                             no  yes
## 2093   Female 26.00000 1.626483 111.35706                            yes  yes
## 2057.1 Female 26.00000 1.624099 109.97840                            yes  yes
## 444      Male 18.00000 1.720000  53.00000                            yes  yes
## 1036     Male 17.97157 1.720379  85.00000                            yes  yes
## 619    Female 21.47850 1.686936  51.25606                            yes  yes
## 1208     Male 39.58581 1.719153  86.46484                            yes  yes
## 724    Female 18.28109 1.700000  50.00000                             no  yes
## 1457   Female 18.00000 1.683000  90.92421                            yes  yes
## 1365     Male 29.00000 1.666710  89.04815                            yes  yes
## 1054     Male 18.00000 1.751278  86.96363                            yes   no
## 1808   Female 22.39251 1.655630 121.20517                            yes  yes
## 1083   Female 19.12615 1.633794  77.85853                            yes   no
## 14       Male 41.00000 1.800000  99.00000                             no  yes
## 458    Female 19.00000 1.500000  45.00000                             no  yes
## 1441   Female 38.54294 1.517248  79.84322                            yes  yes
## 1233     Male 31.31559 1.673352  90.00000                            yes  yes
## 917    Female 38.95287 1.568441  62.85507                            yes  yes
## 1680     Male 31.76180 1.751688 119.20531                            yes  yes
## 1013   Female 26.59589 1.660756  78.57479                            yes  yes
## 1007     Male 25.63245 1.836943  96.19266                            yes  yes
## 852    Female 21.01257 1.758628  78.37004                            yes  yes
## 68       Male 23.00000 1.650000  95.00000                            yes  yes
## 221    Female 21.00000 1.750000  78.00000                            yes   no
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 1817   Female 24.26594 1.719365 114.51154                            yes  yes
## 1287   Female 47.28337 1.643786  81.97874                            yes  yes
## 653    Female 21.28800 1.555778  42.36010                             no   no
## 296    Female 16.00000 1.660000  58.00000                             no   no
## 2094   Female 26.00000 1.645990 111.92249                            yes  yes
## 891    Female 18.23609 1.620000  69.38990                            yes  yes
## 1678     Male 30.10822 1.841908 124.07072                            yes  yes
## 1591     Male 38.71216 1.770278 117.29188                            yes  yes
## 1850   Female 26.00000 1.602025 104.89935                            yes  yes
## 1525     Male 25.49875 1.885543 121.25308                            yes  yes
## 1718     Male 25.82235 1.766626 114.18710                            yes  yes
## 1689     Male 24.14904 1.824901 120.80572                            yes  yes
## 1097   Female 39.17003 1.688354  79.27890                            yes  yes
## 406      Male 18.00000 1.740000  86.00000                             no   no
## 1204   Female 19.46271 1.550122  69.93607                            yes   no
## 205      Male 27.00000 1.830000  71.00000                            yes  yes
## 1053     Male 33.01526 1.731960  84.31561                            yes  yes
## 1001   Female 25.46141 1.700000  78.05597                            yes  yes
## 553      Male 17.03822 1.710564  51.58887                             no  yes
## 1196     Male 27.00000 1.834986  99.08348                            yes  yes
## 1166   Female 25.11354 1.505387  63.71522                            yes   no
## 120    Female 19.00000 1.630000  76.00000                            yes   no
## 1928   Female 26.00000 1.650125 111.93967                            yes  yes
## 12     Female 21.00000 1.720000  80.00000                            yes  yes
## 436    Female 19.00000 1.760000  80.00000                            yes  yes
## 363    Female 37.00000 1.650000  73.00000                            yes   no
## 109      Male 22.00000 1.750000  95.00000                            yes   no
## 12.1   Female 21.00000 1.720000  80.00000                            yes  yes
## 1647     Male 24.82540 1.796332 120.90159                            yes  yes
## 170    Female 45.00000 1.630000  77.00000                            yes  yes
## 493      Male 45.00000 1.700000  86.00000                             no  yes
## 1618     Male 40.97301 1.749405 109.90878                            yes  yes
## 1405     Male 22.73533 1.723921  94.74389                            yes  yes
## 1718.1   Male 25.82235 1.766626 114.18710                            yes  yes
## 1088   Female 28.16780 1.658202  78.00000                            yes  yes
## 1943   Female 26.00000 1.600905 110.07495                            yes  yes
## 678    Female 19.66588 1.676346  49.10502                             no   no
## 1740     Male 37.63810 1.750085 118.11418                            yes  yes
## 1222   Female 22.59658 1.650052  87.27255                            yes  yes
## 280      Male 18.00000 1.790000  52.00000                             no   no
## 1421     Male 29.68131 1.680058  89.99435                            yes  yes
## 174      Male 18.00000 1.740000  64.00000                             no   no
## 1683     Male 37.99791 1.760710 118.66833                            yes  yes
## 922      Male 21.00000 1.620000  70.00000                             no  yes
## 1907   Female 26.00000 1.631856 110.80434                            yes  yes
## 902      Male 19.24106 1.856811  88.63362                            yes  yes
## 908    Female 18.84552 1.753471  80.00000                            yes  yes
## 370      Male 20.00000 1.580000  74.00000                             no   no
## 83       Male 23.00000 1.670000  85.50000                            yes  yes
## 1706     Male 23.25493 1.847530 122.06261                            yes  yes
## 1225     Male 22.75465 1.734237  95.00000                            yes  yes
## 1148   Female 23.62916 1.700020  80.42043                            yes  yes
## 393      Male 18.00000 1.760000  69.50000                             no   no
## 2100   Female 25.97445 1.628855 108.09001                            yes  yes
## 1382   Female 33.22681 1.557943  77.64772                            yes  yes
## 1258     Male 18.00000 1.820930 108.74201                            yes  yes
## 322      Male 38.00000 1.750000  75.00000                            yes   no
## 1506     Male 21.37968 1.701413  96.71073                            yes  yes
## 610      Male 19.97981 1.753360  54.99737                            yes  yes
## 274      Male 25.00000 1.710000  71.00000                            yes  yes
## 1720     Male 30.36136 1.758530 111.63546                            yes  yes
## 963    Female 19.62155 1.566524  61.61600                             no  yes
## 894      Male 25.78592 1.818848  87.03240                             no  yes
## 506    Female 26.00000 1.629191 104.82678                            yes  yes
## 2047   Female 25.89555 1.626179 110.07402                            yes  yes
## 1294   Female 23.00000 1.634688  82.62800                            yes  yes
## 896      Male 21.03751 1.636592  70.00000                             no  yes
## 2005   Female 26.00000 1.633945 111.93070                            yes  yes
## 319    Female 25.00000 1.560000  45.00000                             no  yes
## 1488   Female 39.12631 1.562889  76.65949                            yes  yes
## 915      Male 21.00000 1.612556  69.46346                             no  yes
## 1562     Male 31.19446 1.726279 110.71471                            yes  yes
## 1380     Male 38.74831 1.782067 103.58634                            yes  yes
## 1344     Male 18.00000 1.783906 109.20761                            yes  yes
## 563    Female 17.00043 1.584951  44.41180                             no  yes
## 1399   Female 22.84762 1.669136  85.56839                            yes  yes
## 280.1    Male 18.00000 1.790000  52.00000                             no   no
## 1359     Male 18.00000 1.792687 108.20455                            yes  yes
## 650    Female 21.83800 1.588046  44.23607                             no   no
## 1195     Male 30.35775 1.841852  93.61425                            yes  yes
## 952    Female 17.42027 1.489409  53.62060                             no  yes
## 245    Female 21.00000 1.540000  49.00000                            yes   no
## 1658     Male 27.18687 1.679515 102.87280                            yes  yes
## 1710     Male 20.15666 1.620109 103.39335                            yes  yes
## 1015     Male 34.54356 1.765188  85.00000                            yes  yes
## 1224   Female 37.35629 1.559499  77.26813                            yes  yes
## 1679     Male 31.34750 1.868127 123.17221                            yes  yes
## 556      Male 18.00000 1.753349  51.45723                             no  yes
## 1811   Female 26.00000 1.583889 110.54538                            yes  yes
## 533      Male 22.85183 1.854592  63.61111                            yes  yes
## 768      Male 19.62357 1.818226  85.83303                            yes  yes
## 437    Female 18.00000 1.560000  55.00000                             no  yes
## 13       Male 22.00000 1.650000  56.00000                             no   no
## 1078   Female 23.72871 1.663509  80.00000                            yes  yes
## 276    Female 18.00000 1.500000  50.00000                            yes  yes
## 804      Male 28.39124 1.810060  87.28678                             no  yes
## 523    Female 20.25453 1.569480  41.32456                             no  yes
## 528    Female 21.00000 1.520000  42.00000                             no  yes
## 822    Female 32.50114 1.675979  74.95975                            yes  yes
## 1945   Female 21.05198 1.729719 131.87756                            yes  yes
## 194      Male 20.00000 1.780000  68.00000                             no   no
## 842      Male 19.69380 1.800000  85.00000                            yes  yes
## 5        Male 22.00000 1.780000  89.80000                             no   no
## 816      Male 21.08651 1.863685  89.55885                            yes  yes
## 1653     Male 25.05857 1.764484 113.23435                            yes  yes
## 1743     Male 27.93143 1.805445 119.48461                            yes  yes
## 1627     Male 25.31416 1.771837 114.90609                            yes  yes
## 1165   Female 27.75719 1.505437  63.89207                            yes   no
## 109.1    Male 22.00000 1.750000  95.00000                            yes   no
## 2039   Female 26.00000 1.608283 105.35969                            yes  yes
## 1737     Male 26.69932 1.839941 119.95665                            yes  yes
## 2105   Female 21.68237 1.732383 133.04394                            yes  yes
## 1766     Male 30.57535 1.825449 124.95278                            yes  yes
## 830    Female 21.19822 1.743841  78.88036                            yes  yes
## 271      Male 23.00000 1.820000 107.00000                             no  yes
## 873      Male 23.36721 1.853223  87.08327                            yes  yes
## 1463     Male 23.00000 1.774644 105.96689                            yes  yes
## 517    Female 21.49105 1.586952  43.08751                             no   no
## 868    Female 16.95050 1.603501  65.00000                            yes  yes
## 1650     Male 31.19432 1.889104 129.15735                            yes  yes
## 1602     Male 30.00203 1.759324 112.00038                            yes  yes
## 2104   Female 21.01685 1.724268 133.03352                            yes  yes
## 733      Male 17.36213 1.806710  59.24351                            yes  yes
## 1506.1   Male 21.37968 1.701413  96.71073                            yes  yes
## 826    Female 37.45575 1.508908  63.18385                            yes  yes
## 533.1    Male 22.85183 1.854592  63.61111                            yes  yes
## 1356   Female 38.54727 1.526472  75.15035                            yes  yes
## 226      Male 25.00000 1.830000 121.00000                            yes   no
## 213    Female 24.00000 1.500000  63.00000                            yes   no
## 1130     Male 21.12305 1.717037  80.00000                            yes  yes
## 472    Female 18.00000 1.600000  83.00000                            yes  yes
## 1571     Male 26.68038 1.812259 118.27766                            yes  yes
## 94     Female 20.00000 1.600000  57.00000                             no   no
## 1132   Female 24.32015 1.577921  65.29318                            yes   no
## 676    Female 18.98858 1.544263  41.53505                             no  yes
## 592      Male 19.55673 1.767563  56.30702                            yes  yes
## 1794     Male 30.71516 1.650189 101.14128                            yes  yes
## 728      Male 19.86589 1.760330  55.37070                            yes  yes
## 1442     Male 25.95383 1.657310  90.00000                            yes  yes
## 281      Male 21.00000 1.750000  62.00000                             no  yes
## 2033   Female 26.00000 1.639524 111.94559                            yes  yes
## 955    Female 23.25246 1.589616  65.12732                             no  yes
## 353    Female 17.00000 1.600000  53.00000                             no  yes
## 1922   Female 25.91852 1.621231 104.98679                            yes  yes
## 1      Female 21.00000 1.620000  64.00000                            yes   no
## 1501     Male 24.48103 1.661277  90.74496                            yes  yes
## 1197     Male 21.38034 1.724839  82.27635                            yes  yes
## 242      Male 22.00000 1.600000  66.00000                             no  yes
## 573    Female 19.08497 1.768435  49.59777                             no  yes
## 434    Female 18.00000 1.640000  59.00000                            yes  yes
## 804.1    Male 28.39124 1.810060  87.28678                             no  yes
## 2045   Female 25.56187 1.675185 110.62172                            yes  yes
## 1327   Female 40.70277 1.548403  80.00000                            yes  yes
## 1226     Male 23.25291 1.775815  97.81302                            yes  yes
## 1479     Male 19.51532 1.879144 112.93298                            yes  yes
## 1702     Male 33.78930 1.681100 102.52311                            yes  yes
## 81     Female 19.00000 1.630000  58.00000                             no   no
## 1141     Male 22.18576 1.784555  89.83669                            yes  yes
## 1154     Male 23.60319 1.714508  85.13711                            yes  yes
## 532      Male 23.00000 1.882779  64.10611                            yes  yes
## 2045.1 Female 25.56187 1.675185 110.62172                            yes  yes
## 491      Male 24.00000 1.750000  84.00000                             no  yes
## 1882   Female 24.47524 1.694726 112.77661                            yes  yes
## 1757     Male 22.77100 1.865160 121.52737                            yes  yes
## 608      Male 18.42494 1.753389  54.12192                            yes  yes
## 2086   Female 25.98637 1.668951 112.24970                            yes  yes
## 1894   Female 22.98022 1.724983 132.94066                            yes  yes
## 1879   Female 21.32210 1.751118 149.29111                            yes  yes
## 637    Female 19.05401 1.556611  39.69530                             no  yes
## 220    Female 21.00000 1.600000  68.00000                            yes  yes
## 1116     Male 18.00000 1.759721  86.08050                            yes  yes
## 635    Female 23.00000 1.710129  50.07999                            yes  yes
## 1558     Male 28.70446 1.762887 113.90198                            yes  yes
## 1677     Male 30.68435 1.915000 129.96643                            yes  yes
## 1788     Male 24.51144 1.852664 121.31026                            yes  yes
## 816.1    Male 21.08651 1.863685  89.55885                            yes  yes
## 290      Male 19.00000 1.880000  79.00000                             no   no
## 1498   Female 18.00000 1.692913  89.93889                            yes  yes
## 861      Male 20.00000 1.817480  85.00000                            yes  yes
## 374    Female 21.00000 1.540000  56.00000                             no  yes
## 483    Female 20.00000 1.580000  53.50000                            yes  yes
## 145      Male 22.00000 1.610000  67.00000                            yes   no
## 69.1     Male 30.00000 1.760000 112.00000                            yes  yes
## 857    Female 27.89978 1.700000  74.24400                            yes  yes
## 724.1  Female 18.28109 1.700000  50.00000                             no  yes
## 2033.1 Female 26.00000 1.639524 111.94559                            yes  yes
## 203    Female 26.00000 1.560000 102.00000                            yes  yes
## 42       Male 23.00000 1.680000  60.00000                             no   no
## 217.1  Female 23.00000 1.600000  63.00000                            yes   no
## 1711     Male 23.36031 1.610647 100.64226                            yes  yes
## 1694     Male 31.01030 1.764166 119.37302                            yes  yes
## 991    Female 22.15485 1.481682  61.37387                            yes   no
## 1531     Male 27.83173 1.704028 101.63431                            yes  yes
## 55     Female 22.00000 1.600000  55.00000                             no   no
## 1015.1   Male 34.54356 1.765188  85.00000                            yes  yes
## 2015   Female 18.94093 1.746411 133.67666                            yes  yes
## 1503     Male 27.96877 1.673767  89.99503                            yes  yes
## 812      Male 19.74120 1.816783  86.52280                            yes  yes
## 618.1    Male 20.40607 1.868931  63.19973                            yes  yes
## 577    Female 19.50470 1.590317  42.36762                             no   no
## 1284   Female 30.16341 1.533364  78.03038                            yes  yes
## 1953   Female 19.78323 1.747962 133.93653                            yes  yes
## 1504   Female 18.02474 1.617192  83.12181                            yes  yes
## 1945.1 Female 21.05198 1.729719 131.87756                            yes  yes
## 1318     Male 24.18489 1.768834  97.44974                            yes  yes
## 326    Female 21.00000 1.550000  58.00000                             no  yes
## 767      Male 21.01738 1.752391  79.10964                            yes  yes
## 836    Female 29.32038 1.642506  69.90671                            yes  yes
## 897      Male 21.00829 1.621412  70.00000                             no  yes
## 1922.1 Female 25.91852 1.621231 104.98679                            yes  yes
## 921      Male 22.01823 1.627396  70.00000                             no  yes
## 999      Male 24.67981 1.700000  84.68755                            yes  yes
## 1631     Male 30.40320 1.696365 102.81598                            yes  yes
## 1160     Male 34.64704 1.769499  85.00000                            yes  yes
## 9        Male 24.00000 1.780000  64.00000                            yes  yes
## 1724     Male 30.31578 1.701566 103.74353                            yes  yes
## 1736     Male 26.73448 1.816197 119.62276                            yes  yes
## 1328     Male 29.38924 1.681855  90.00000                            yes  yes
## 1641     Male 25.84628 1.772731 115.82817                            yes  yes
## 1899   Female 19.47219 1.793824 160.93535                            yes  yes
## 457    Female 33.00000 1.590000  60.00000                             no  yes
## 1336     Male 18.72957 1.855433 112.87528                            yes  yes
## 131    Female 20.00000 1.580000  53.00000                            yes  yes
## 354    Female 24.00000 1.600000  51.00000                            yes  yes
## 2045.2 Female 25.56187 1.675185 110.62172                            yes  yes
## 994    Female 20.63469 1.568188  67.90402                            yes   no
## 1070   Female 30.71138 1.536819  65.91269                            yes   no
## 1021   Female 25.48338 1.565288  64.84863                            yes   no
## 1045   Female 18.54944 1.545196  72.46786                            yes   no
## 1654     Male 24.41755 1.774775 117.39898                            yes  yes
## 214      Male 21.00000 1.800000  62.00000                            yes  yes
## 1263     Male 22.27786 1.947406 116.89311                            yes  yes
## 276.1  Female 18.00000 1.500000  50.00000                            yes  yes
## 1436   Female 22.89974 1.661715  82.59579                            yes  yes
## 1629     Male 33.74959 1.701387 107.02541                            yes  yes
## 22     Female 52.00000 1.690000  87.00000                            yes  yes
## 1909   Female 20.87167 1.782453 137.85262                            yes  yes
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 848    Female 21.00000 1.752944  77.96553                            yes  yes
## 2018   Female 25.99964 1.610126 102.68691                            yes  yes
## 1789     Male 24.05331 1.872561 121.47108                            yes  yes
## 956    Female 34.77290 1.675612  73.50123                            yes  yes
## 623    Female 18.00674 1.700000  50.00000                             no  yes
## 1605     Male 24.52188 1.623278  97.58296                            yes  yes
## 613    Female 23.01844 1.584785  44.37664                             no   no
## 243    Female 20.00000 1.630000  64.00000                            yes  yes
## 2110   Female 24.36194 1.739450 133.34664                            yes  yes
## 1178   Female 19.95526 1.589100  72.71361                            yes   no
## 1454     Male 21.85630 1.871990 115.62755                            yes  yes
## 644      Male 19.96247 1.756338  54.98234                            yes  yes
## 1395     Male 22.81542 1.732694  98.44113                            yes  yes
## 365      Male 24.00000 1.840000  86.00000                            yes  yes
## 1471     Male 18.00000 1.799779 108.93457                            yes  yes
## 1187     Male 34.99383 1.752456  84.78376                            yes  yes
## 44       Male 21.00000 1.660000  62.00000                            yes  yes
## 127      Male 19.00000 1.670000  68.00000                             no  yes
## 273      Male 18.00000 1.700000  60.00000                             no  yes
## 1012     Male 34.38991 1.681080  83.56803                            yes  yes
## 1531.1   Male 27.83173 1.704028 101.63431                            yes  yes
## 603    Female 19.77330 1.602082  45.00000                             no   no
## 1170     Male 23.15431 1.723072  82.33846                            yes  yes
## 403      Male 27.00000 1.830000  99.00000                            yes  yes
## 689      Male 17.72992 1.732862  51.21646                             no  yes
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## 803    Female 19.81623 1.507853  64.25938                             no  yes
## 814    Female 42.24475 1.768231  75.62931                            yes  yes
## 584.1  Female 21.78535 1.675054  49.94523                            yes  yes
## 1267   Female 37.52455 1.567915  76.12978                            yes  yes
## 964.1  Female 19.75580 1.542328  63.85619                             no  yes
## 2047.1 Female 25.89555 1.626179 110.07402                            yes  yes
## 159    Female 40.00000 1.550000  62.00000                            yes   no
## 243.2  Female 20.00000 1.630000  64.00000                            yes  yes
## 153    Female 38.00000 1.500000  60.00000                            yes  yes
## 143      Male 23.00000 1.740000  93.50000                             no  yes
## 206.1  Female 23.00000 1.600000  78.00000                            yes  yes
## 1620.1   Male 21.72151 1.849998 122.11968                            yes  yes
## 298.1    Male 26.00000 1.740000  80.00000                             no   no
## 2090   Female 26.00000 1.633887 111.87813                            yes  yes
## 750.2    Male 21.00000 1.617469  68.86979                             no  yes
## 161      Male 20.00000 1.830000  72.00000                            yes   no
## 246    Female 20.00000 1.640000  49.00000                             no   no
## 596      Male 17.21093 1.819557  58.32512                            yes  yes
## 1816.1 Female 18.77100 1.746652 133.80013                            yes  yes
## 1628.1   Male 40.36624 1.722396 109.34902                            yes  yes
## 1837   Female 20.89149 1.748313 133.57379                            yes  yes
## 1842   Female 26.00000 1.632193 111.88661                            yes  yes
## 1839   Female 20.98902 1.807340 155.87209                            yes  yes
## 910      Male 23.11833 1.677573  75.00000                            yes  yes
## 1194     Male 19.56550 1.705584  78.02563                            yes   no
## 628    Female 16.61184 1.830068  43.53453                             no  yes
## 1622     Male 24.00031 1.607939 100.61824                            yes  yes
## 1992   Female 21.65691 1.729099 134.84266                            yes  yes
## 2091.1 Female 26.00000 1.643421 111.93998                            yes  yes
## 80.1     Male 23.00000 1.650000  60.00000                            yes   no
## 746.1    Male 26.69858 1.816298  86.96376                             no  yes
## 1635.1   Male 30.35052 1.860292 123.72135                            yes  yes
## 193.1    Male 20.00000 1.830000  85.00000                            yes   no
## 1145     Male 23.94003 1.721348  83.98671                            yes  yes
## 1191     Male 31.54075 1.828092  91.49572                            yes  yes
## 736      Male 18.00000 1.739344  50.95144                            yes  yes
## 1389.1 Female 39.64895 1.572791  80.08652                            yes  yes
## 430.1    Male 26.00000 1.900000  80.00000                            yes  yes
## 661    Female 19.67326 1.599486  44.81075                             no   no
## 314.1    Male 17.00000 1.660000  56.00000                            yes  yes
## 1285   Female 28.77004 1.580858  79.71349                            yes  yes
## 662.2  Female 20.24436 1.559186  41.95280                             no  yes
## 1736.1   Male 26.73448 1.816197 119.62276                            yes  yes
## 1086   Female 28.82419 1.700000  78.00000                            yes  yes
## 637.1  Female 19.05401 1.556611  39.69530                             no  yes
## 2007   Female 26.00000 1.641132 111.84171                            yes  yes
## 767.1    Male 21.01738 1.752391  79.10964                            yes  yes
## 910.1    Male 23.11833 1.677573  75.00000                            yes  yes
## 1895.1 Female 23.42604 1.739991 133.48548                            yes  yes
## 625      Male 16.49698 1.691206  50.00000                             no  yes
## 1672.1   Male 31.74382 1.677820 102.02206                            yes  yes
## 1619     Male 41.00000 1.750000 115.80698                            yes  yes
## 703      Male 19.99315 1.762073  55.51107                            yes  yes
## 492.1    Male 25.00000 1.660000  68.00000                             no  yes
## 550.1  Female 29.97045 1.610863  49.51603                            yes  yes
## 1715.1   Male 24.91225 1.755960 112.27757                            yes  yes
## 283.1  Female 18.00000 1.620000  55.00000                            yes  yes
## 1148.1 Female 23.62916 1.700020  80.42043                            yes  yes
## 1800   Female 25.91924 1.611462 102.09322                            yes  yes
## 1280     Male 26.00429 1.844751 105.02581                            yes  yes
## 765      Male 21.00000 1.620000  70.00000                             no  yes
## 915.1    Male 21.00000 1.612556  69.46346                             no  yes
## 2046   Female 25.83402 1.624560 110.10589                            yes  yes
## 1912   Female 18.31459 1.745602 133.55469                            yes  yes
## 1240   Female 23.00000 1.610820  82.53299                            yes  yes
## 1828   Female 26.00000 1.656504 111.99305                            yes  yes
## 1369     Male 21.05202 1.693820  99.53097                            yes  yes
## 1507     Male 21.35324 1.709731  95.03218                            yes  yes
## 2016.1 Female 25.92168 1.611452 102.36315                            yes  yes
## 446.1  Female 19.00000 1.510000  45.00000                             no  yes
## 768.1    Male 19.62357 1.818226  85.83303                            yes  yes
## 1037     Male 18.00000 1.758787  85.05056                            yes  yes
## 1672.2   Male 31.74382 1.677820 102.02206                            yes  yes
## 419.1    Male 18.00000 1.700000  90.00000                             no  yes
## 1527     Male 31.45741 1.874070 128.86744                            yes  yes
## 1709.1   Male 24.00120 1.603091 100.20941                            yes  yes
## 303      Male 16.00000 1.840000  45.00000                            yes  yes
## 1568     Male 30.52085 1.784049 120.64418                            yes  yes
## 1275.1 Female 18.00000 1.609321  84.49316                            yes  yes
## 1617     Male 22.97736 1.839699 120.43155                            yes  yes
## 141      Male 23.00000 1.890000  65.00000                            yes  yes
## 118.1  Female 17.00000 1.700000  85.00000                            yes   no
## 1474   Female 22.95685 1.618686  81.28158                            yes  yes
## 1248   Female 23.00000 1.615854  80.61532                            yes  yes
## 625.1    Male 16.49698 1.691206  50.00000                             no  yes
## 1820   Female 25.96701 1.654875 104.75871                            yes  yes
## 60       Male 20.00000 1.760000  55.00000                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 401    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2057   3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 2032   3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 771    2.000000 3.691226         no    no 3.000000  no 1.228136 0.335200
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 251    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1952   3.000000 3.000000  Sometimes    no 2.684819  no 1.465250 0.804491
## 1143   2.000000 2.395785  Sometimes    no 1.400770  no 0.788659 1.544357
## 397    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 631    2.784464 4.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1438   2.736628 1.130751  Sometimes    no 1.385175  no 1.666965 0.000000
## 1343   2.044326 3.000000  Sometimes    no 2.358180  no 0.349371 0.000000
## 69     1.000000 3.000000         no   yes 2.000000 yes 0.000000 0.000000
## 215    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1741   2.145114 2.888193  Sometimes    no 2.038128  no 0.852344 0.000000
## 320    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 618    3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1098   2.976975 1.346987  Sometimes    no 1.868349  no 0.702538 0.879333
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 683    1.212908 3.207071  Sometimes    no 1.029703  no 2.000000 1.000000
## 2093   3.000000 3.000000  Sometimes    no 2.619390  no 0.000000 0.171034
## 2057.1 3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 444    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 619    3.000000 3.179995 Frequently    no 1.910378  no 0.480614 0.625079
## 1208   2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 724    1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 1457   2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1365   1.897796 3.000000  Sometimes    no 1.193039  no 0.011519 0.000000
## 1054   3.000000 3.000000  Sometimes    no 2.000000  no 1.271667 0.155278
## 1808   3.000000 3.000000  Sometimes    no 1.347559  no 0.462951 0.317940
## 1083   2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 14     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1441   2.000000 3.000000  Sometimes    no 1.095134  no 0.000000 0.000000
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 917    2.002796 3.000000  Sometimes    no 2.526775  no 0.271174 0.806069
## 1680   2.149610 3.000000  Sometimes    no 2.133876  no 0.393452 0.345887
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1007   1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 221    2.000000 3.000000 Frequently    no 2.000000 yes 0.000000 2.000000
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 1287   2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 2094   3.000000 3.000000  Sometimes    no 2.786780  no 0.000000 0.097760
## 891    2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 1678   2.467548 3.000000  Sometimes    no 2.660290  no 0.994422 0.310394
## 1591   2.252382 2.842848  Sometimes    no 1.879381  no 0.919388 0.000000
## 1850   3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1718   2.075321 3.000000  Sometimes    no 2.144838  no 1.501754 0.276319
## 1689   2.225149 3.000000  Sometimes    no 2.357978  no 1.943743 0.682128
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 406    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1204   2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 205    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 1196   2.760607 1.000000  Sometimes    no 1.336378  no 1.898889 0.487375
## 1166   2.000000 1.193729  Sometimes    no 1.846441  no 0.546402 0.235711
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1928   3.000000 3.000000  Sometimes    no 2.770732  no 0.000000 0.125235
## 12     2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 436    2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 363    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 109    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 12.1   2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1647   2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 170    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1618   2.176317 2.986637  Sometimes    no 1.015672  no 0.941410 0.000000
## 1405   2.000000 3.000000  Sometimes    no 2.183149  no 1.932386 0.212767
## 1718.1 2.075321 3.000000  Sometimes    no 2.144838  no 1.501754 0.276319
## 1088   2.938031 1.532833  Sometimes    no 1.931242  no 0.525002 0.371941
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 678    2.720701 3.000000  Sometimes    no 2.000000  no 1.862235 1.000000
## 1740   2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 1222   2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 280    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1421   2.104772 2.376374  Sometimes    no 2.218691  no 1.521840 0.000000
## 174    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 1.000000
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 922    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 902    2.047069 3.829101  Sometimes    no 1.641022  no 1.554817 0.248218
## 908    2.000000 1.391778  Sometimes    no 2.645480  no 2.685087 0.975540
## 370    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 83     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 1706   3.000000 2.280545  Sometimes    no 1.591597  no 0.932783 0.000000
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 1148   2.000000 3.000000  Sometimes    no 2.386904  no 0.926201 1.344030
## 393    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 2100   3.000000 3.000000  Sometimes    no 1.757105  no 0.085119 0.465444
## 1382   2.020910 2.093831  Sometimes    no 1.506518  no 0.000000 0.000000
## 1258   2.000000 1.255350  Sometimes    no 2.497065  no 1.000000 1.441605
## 322    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 610    2.000000 3.494849  Sometimes    no 2.976672  no 1.949070 2.000000
## 274    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1720   1.263216 3.219347  Sometimes    no 1.981782  no 0.482625 0.000000
## 963    2.908757 2.696051  Sometimes    no 1.622827 yes 0.539952 0.001096
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 506    3.000000 3.000000  Sometimes    no 2.654702  no 0.000000 0.555468
## 2047   3.000000 3.000000  Sometimes    no 1.967707  no 0.014370 0.434073
## 1294   2.060922 2.933409  Sometimes    no 2.235282  no 0.380633 0.002600
## 896    2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 2005   3.000000 3.000000  Sometimes    no 2.682804  no 0.000000 0.151710
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1488   2.000000 3.000000  Sometimes    no 1.440526  no 0.000000 0.000000
## 915    2.000000 1.259628         no    no 3.000000  no 1.000000 0.000000
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 563    2.737762 3.000000  Sometimes    no 2.310921  no 2.240714 1.592570
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 280.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1359   2.000000 2.478794  Sometimes    no 2.967064  no 1.000000 0.434600
## 650    3.000000 1.696080 Frequently    no 2.550307  no 1.098862 0.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 952    1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 245    2.000000 1.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 1710   2.766441 1.240424  Sometimes    no 1.413218  no 0.165269 0.862587
## 1015   2.694281 3.000000  Sometimes    no 2.653831  no 1.965820 0.891189
## 1224   2.000000 3.000000  Sometimes    no 1.630528  no 0.000000 0.000000
## 1679   2.585942 3.000000  Sometimes    no 2.302506  no 0.597863 0.111925
## 556    2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 1811   3.000000 3.000000  Sometimes    no 2.578292  no 0.000000 0.492394
## 533    3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 768    2.954996 3.714833  Sometimes    no 2.430918  no 2.545931 0.469735
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1078   2.000000 3.000000  Sometimes    no 2.137550  no 0.000000 0.124977
## 276    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 523    2.392665 1.000000 Frequently    no 1.000000  no 0.000000 0.738269
## 528    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 822    2.291846 1.555557  Sometimes    no 1.000000  no 0.000000 0.388271
## 1945   3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 194    2.000000 1.000000 Frequently    no 3.000000 yes 2.000000 1.000000
## 842    2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 5      2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 816    2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 1653   1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 1743   2.911312 3.000000  Sometimes    no 2.501808  no 0.946760 0.785701
## 1627   1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 1165   2.000000 1.000000  Sometimes    no 1.278578  no 0.021120 0.000000
## 109.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 1737   2.244654 3.000000  Sometimes    no 2.795752  no 0.839481 0.000000
## 2105   3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 1766   2.016950 3.000000  Sometimes    no 1.834120  no 0.797209 0.185499
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 517    2.008760 1.737620 Frequently    no 1.792022  no 0.119643 0.000000
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 1650   2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 1602   1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 733    2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 1506.1 2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 533.1  3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1130   2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 472    2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 592    2.362918 4.000000  Sometimes    no 2.358172  no 2.000000 0.939819
## 1794   2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 728    2.120185 4.000000  Sometimes    no 2.582165  no 2.000000 1.510609
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 2033   3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 955    2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1501   1.712848 3.000000  Sometimes    no 1.162153  no 0.458981 0.885532
## 1197   2.094490 1.873484  Sometimes    no 2.000000  no 2.079709 0.880414
## 242    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 573    3.000000 3.725797  Sometimes    no 1.191401  no 2.000000 1.000000
## 434    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 804.1  3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 2045   3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 1327   2.000000 3.000000  Sometimes    no 1.326165  no 0.000000 0.000000
## 1226   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1702   2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 81     3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 1141   1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 1154   2.319776 2.884848  Sometimes    no 2.154898  no 0.325534 0.954216
## 532    3.000000 3.000000  Sometimes    no 2.843777  no 1.488843 0.009254
## 2045.1 3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 491    3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1882   3.000000 3.000000  Sometimes    no 2.724099  no 0.336795 0.153462
## 1757   2.739000 2.740492  Sometimes    no 1.824561  no 1.094839 0.000000
## 608    2.000000 3.166450  Sometimes    no 2.278578  no 1.838881 2.000000
## 2086   3.000000 3.000000  Sometimes    no 2.930137  no 0.043101 0.138629
## 1894   3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 1879   3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 220    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1116   2.882522 3.000000  Sometimes    no 2.452986  no 1.000000 0.746651
## 635    2.000000 3.000000 Frequently    no 2.685842  no 0.373186 2.000000
## 1558   2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 1677   2.108638 3.000000  Sometimes   yes 1.014876  no 0.987521 0.047473
## 1788   2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 816.1  2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 290    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 374    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 483    2.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 145    2.000000 4.000000  Sometimes    no 3.000000 yes 2.000000 2.000000
## 69.1   1.000000 3.000000         no   yes 2.000000 yes 0.000000 0.000000
## 857    2.000000 3.000000  Sometimes    no 2.000000  no 1.722053 0.000000
## 724.1  1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 2033.1 3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 203    3.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 1.000000
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 217.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 1694   2.970983 3.000000  Sometimes    no 2.828861  no 0.454944 1.915818
## 991    2.000000 2.983297  Sometimes    no 1.453626  no 0.328960 0.509396
## 1531   2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 1015.1 2.694281 3.000000  Sometimes    no 2.653831  no 1.965820 0.891189
## 2015   3.000000 3.000000  Sometimes    no 2.864933  no 1.501647 0.786846
## 1503   1.961069 3.000000  Sometimes    no 2.652327  no 0.569310 0.319008
## 812    2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 618.1  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1953   3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 1504   2.976509 3.000000  Sometimes    no 1.022705  no 1.025690 0.313016
## 1945.1 3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 1318   2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 326    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 767    3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 836    2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 897    2.000000 1.000000         no    no 2.795651  no 0.808730 0.000000
## 1922.1 3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 921    2.000000 1.000000         no    no 2.976177  no 0.780117 0.000000
## 999    2.000000 3.000000  Sometimes    no 2.020424  no 0.000000 1.000000
## 1631   2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 1160   2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1724   2.576490 2.187145  Sometimes    no 1.381070  no 1.928275 0.413663
## 1736   2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1641   2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 1899   3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 457    3.000000 1.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1336   2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 131    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 2045.2 3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 994    2.512719 3.000000  Sometimes    no 1.131169  no 0.095389 1.000000
## 1070   2.030256 2.948721  Sometimes    no 1.984323  no 0.986414 0.333673
## 1021   2.000000 1.000000  Sometimes    no 1.000000  no 0.740633 0.000000
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 1654   2.233720 2.993634  Sometimes    no 2.028368  no 0.863158 0.449886
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1263   2.000000 3.000000  Sometimes    no 3.000000  no 0.975187 1.000000
## 276.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1436   1.203754 1.355354  Sometimes    no 2.765593  no 0.128342 1.659476
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 22     3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 1909   3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 848    2.839048 2.106010  Sometimes    no 1.639202  no 1.117311 0.967919
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 956    3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 623    1.003566 3.238258 Frequently    no 1.014634  no 0.783676 1.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 613    2.204914 2.127797 Frequently    no 2.120292  no 0.995735 0.000000
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 1454   2.000000 2.358455  Sometimes    no 2.515765  no 0.982320 1.157466
## 644    2.277436 3.502604  Sometimes    no 2.891713  no 1.696294 1.894902
## 1395   2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 365    2.000000 1.000000     Always    no 2.000000  no 2.000000 1.000000
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 1187   2.631650 2.982120  Sometimes    no 2.778587  no 2.667739 0.905181
## 44     2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 1.000000
## 127    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1012   2.000000 1.660768  Sometimes    no 2.482294  no 0.891205 0.000000
## 1531.1 2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 603    3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 1170   2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 403    3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 689    2.051283 2.645858  Sometimes    no 2.357520  no 0.291309 0.897942
## 823    1.906194 3.987707  Sometimes    no 2.597746  no 1.922234 1.376124
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 706    3.000000 3.000000 Frequently    no 2.009796  no 2.000000 0.071317
## 305    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1421.1 2.104772 2.376374  Sometimes    no 2.218691  no 1.521840 0.000000
## 556.1  2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 229    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 548    1.000000 3.240578  Sometimes    no 1.000000  no 2.000000 1.000000
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 1689.1 2.225149 3.000000  Sometimes    no 2.357978  no 1.943743 0.682128
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 72     3.000000 3.000000         no    no 3.000000 yes 2.000000 1.000000
## 1957   3.000000 3.000000  Sometimes    no 2.770125  no 0.000000 0.088236
## 443    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 436.1  2.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1311   2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 882    3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 2037   3.000000 3.000000  Sometimes    no 2.419153  no 0.019404 0.597626
## 632    1.005578 4.000000 Frequently    no 1.000000  no 1.683957 0.704978
## 1521   2.962415 3.000000  Sometimes    no 2.172649  no 1.097905 0.000000
## 1290   2.000000 3.000000  Sometimes    no 1.490613  no 0.654316 1.000000
## 404    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 210    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 881    2.838037 2.737571  Sometimes    no 1.144467 yes 0.753782 1.286844
## 1641.1 2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 1492   2.000000 2.379850  Sometimes    no 2.616138  no 1.000000 0.652485
## 967    1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1027   2.033745 3.000000  Sometimes    no 1.517225  no 0.000000 1.517897
## 1541   2.048962 3.000000  Sometimes    no 2.822871  no 1.066169 0.000000
## 550    2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 295    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 2.000000
## 1665   2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 440    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1010   2.067817 3.000000  Sometimes    no 1.082084  no 0.000000 1.922364
## 518    2.596579 1.105480 Frequently    no 1.490613  no 0.345684 0.000000
## 2033.2 3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 1067   2.000000 1.005391  Sometimes    no 2.001936  no 1.000000 0.000000
## 672    2.881300 3.087544 Frequently    no 1.248180  no 1.952427 0.427461
## 2106   3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 492    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 1.000000
## 1699   2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 446    2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1386   2.522183 1.326982  Sometimes    no 1.872673  no 1.048507 0.000000
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 1326   2.152264 2.977999  Sometimes    no 1.513199  no 0.000000 0.000000
## 424    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1262   2.000000 3.000000  Sometimes    no 3.000000  no 0.732186 1.000000
## 1794.1 2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 1867   3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 459    2.000000 3.000000     Always    no 1.000000  no 1.000000 1.000000
## 113    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1260   2.587789 1.482103  Sometimes    no 1.911664  no 0.000000 0.128681
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1574   2.225731 3.000000  Sometimes    no 2.154326  no 1.266866 0.390178
## 1301   2.983851 1.068443  Sometimes    no 2.854161  no 1.103209 1.000000
## 1109   3.000000 3.362758  Sometimes    no 2.000000  no 2.892922 1.000000
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 1575   2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 1939   3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1168   2.294067 3.209508  Sometimes    no 2.000000  no 1.103088 1.261043
## 1407   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1338   1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 261    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 2012   3.000000 3.000000  Sometimes    no 2.839069  no 1.231031 0.792496
## 525    3.000000 2.857787 Frequently    no 1.000000  no 0.754646 0.000000
## 1147   2.000000 3.000000  Sometimes    no 1.199517  no 0.047738 0.163329
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 2091   3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 2089   3.000000 3.000000  Sometimes    no 2.584305  no 0.000000 0.232108
## 55.1   3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 1777   2.499388 2.989791  Sometimes    no 1.959777  no 0.608100 0.646760
## 1176   2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1789.1 2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 2103   3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1898   3.000000 3.000000  Sometimes    no 2.319559  no 1.970730 0.768375
## 817    2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 1821   3.000000 3.000000  Sometimes    no 2.687378  no 0.000000 0.410651
## 1866   3.000000 3.000000  Sometimes    no 1.945950  no 1.493018 0.906611
## 892    2.104105 3.000000  Sometimes    no 1.871033  no 1.000000 0.000000
## 383    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 1722   2.310751 3.220181  Sometimes    no 1.006643  no 1.158040 0.000000
## 921.1  2.000000 1.000000         no    no 2.976177  no 0.780117 0.000000
## 499    3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 289    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1850.1 3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 316    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1667   2.869833 1.569176  Sometimes    no 1.533682  no 0.167943 1.368262
## 1398   2.290095 2.590283  Sometimes    no 2.506296  no 0.312254 1.000000
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1740.1 2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 226.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1612   2.644094 3.000000  Sometimes    no 2.740525  no 2.000000 0.500936
## 491.1  3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1887   3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 24     1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1860   3.000000 3.000000  Sometimes    no 2.209790  no 0.114698 0.604422
## 1133   2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 45     1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 130    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1783   2.736647 2.015675  Sometimes    no 1.000000  no 1.977918 0.056351
## 662    2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 275    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 107    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1126   2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 1443   2.000000 3.000000  Sometimes    no 3.000000  no 0.884935 0.122280
## 258    2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 2.000000
## 1883   3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 1560   1.992889 3.000000  Sometimes    no 2.141271  no 1.121038 0.000000
## 481    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1577   2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 475    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 2021   3.000000 3.000000  Sometimes    no 2.613504  no 0.067985 0.778632
## 773    2.555401 3.292386  Sometimes    no 3.000000  no 2.000000 0.315918
## 1887.1 3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1501.1 1.712848 3.000000  Sometimes    no 1.162153  no 0.458981 0.885532
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 2111   3.000000 3.000000  Sometimes    no 2.863513  no 1.026452 0.714137
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 986    2.000000 3.000000  Sometimes    no 2.000000  no 0.451078 2.000000
## 1970   3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 666    3.000000 3.489918 Frequently    no 1.326694  no 0.791929 0.128394
## 1094   2.000000 1.104642  Sometimes    no 1.000000  no 0.000000 0.969097
## 1577.1 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 2106.1 3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 388    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1396   2.870152 1.001383  Sometimes    no 3.000000  no 1.322558 1.000000
## 1946   3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 1743.1 2.911312 3.000000  Sometimes    no 2.501808  no 0.946760 0.785701
## 555    2.000000 2.000986  Sometimes    no 2.673835  no 0.992950 0.474836
## 1647.1 2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 358    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 611    2.979383 3.000000 Frequently    no 2.975887  no 0.945093 1.241755
## 2103.1 3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 797    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 957    2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 201.1  3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 1900   3.000000 3.000000  Sometimes    no 2.956548  no 0.000000 0.010056
## 297.1  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 49     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 618.2  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 674    2.762325 1.163666  Sometimes    no 1.304910  no 0.252890 1.001405
## 95     3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 12.2   2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 627    2.483979 3.762778  Sometimes    no 2.000000  no 2.000000 0.930051
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 1835   3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1436.1 1.203754 1.355354  Sometimes    no 2.765593  no 0.128342 1.659476
## 924    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 779    1.943130 3.559841  Sometimes    no 2.367996  no 0.235530 0.879977
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 2105.1 3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 1558.1 2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 314    1.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1614   2.941627 3.000000  Sometimes    no 2.318134  no 0.582686 1.588046
## 1005   2.097373 2.547086  Sometimes    no 1.538626  no 1.000000 0.761898
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 1558.2 2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 1127   2.000000 1.863012  Sometimes    no 2.196471  no 1.000000 0.000000
## 1321   2.397280 2.036794  Sometimes    no 2.659419  no 1.062011 1.771135
## 992    2.754646 3.000000  Sometimes    no 2.957821  no 2.242754 0.786609
## 583    2.449267 3.647154 Frequently    no 1.266018  no 0.866045 0.097234
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 657    3.000000 1.989398  Sometimes    no 2.241607  no 0.206025 0.284453
## 1893   3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 964    2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 827    2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1819   3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 662.1  2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 36     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1833   3.000000 3.000000  Sometimes    no 1.154698  no 1.718360 0.959218
## 1064   2.598051 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 947.1  2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1230   2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 507    3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 456    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 7      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2081   3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 1142   2.000000 2.815255  Sometimes    no 1.622214  no 0.463891 1.462664
## 1863   3.000000 3.000000  Sometimes    no 1.528258  no 0.015860 0.436068
## 2096   3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1616   2.397284 2.892920  Sometimes    no 1.983973  no 1.859667 0.002600
## 2059   3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 751    2.000000 3.000000  Sometimes    no 1.015677  no 0.000000 0.374650
## 288    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 1610   1.760038 3.000000  Sometimes    no 2.003531  no 1.089061 0.072264
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1939.1 3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 154    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1082   2.061384 2.579291  Sometimes    no 1.909253  no 1.000000 0.962468
## 1652   1.264234 3.000000  Sometimes    no 2.000000  no 1.333435 0.002168
## 1865   3.000000 3.000000  Sometimes    no 1.615548  no 1.376534 0.926052
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 193    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 393.1  3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 1275   2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 1687   1.655684 3.000000  Sometimes    no 2.000000  no 0.976425 0.690082
## 1317   2.043359 2.209314  Sometimes    no 2.785804  no 1.259613 0.669616
## 1334.1 1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 1150   2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1941   3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1971   3.000000 3.000000  Sometimes    no 1.030501  no 0.065820 0.991473
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 543    2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 1861   3.000000 3.000000  Sometimes    no 1.444379  no 0.224482 0.912187
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 1882.1 3.000000 3.000000  Sometimes    no 2.724099  no 0.336795 0.153462
## 38     2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1287.1 2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 369    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 622    2.241606 3.000000 Frequently    no 1.846626  no 2.460238 0.814518
## 877    1.321028 1.000000  Sometimes    no 2.000000 yes 0.371452 0.965604
## 1154.1 2.319776 2.884848  Sometimes    no 2.154898  no 0.325534 0.954216
## 733.1  2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 955.1  2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 1594   3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 1008   1.882235 1.240046  Sometimes    no 2.000000  no 0.000000 1.541493
## 1836   3.000000 3.000000  Sometimes    no 1.485736  no 1.950374 0.869238
## 1818   3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 1356.1 2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 9.1    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 878    2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 1861.1 3.000000 3.000000  Sometimes    no 1.444379  no 0.224482 0.912187
## 1376   3.000000 3.000000  Sometimes    no 2.224914  no 1.781589 1.594050
## 408    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 191    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 294    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1208.1 2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 986.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.451078 2.000000
## 243.1  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1080   2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 1042   2.631565 2.627173  Sometimes    no 2.253422  no 2.690756 0.845774
## 1321.1 2.397280 2.036794  Sometimes    no 2.659419  no 1.062011 1.771135
## 1014   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 355    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1847   3.000000 3.000000  Sometimes    no 2.835622  no 1.419473 0.816986
## 1850.2 3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1745   2.175276 3.000000  Sometimes    no 2.128176  no 1.306476 0.079334
## 568    3.000000 3.000000 Frequently    no 2.000000  no 0.139808 0.875464
## 281.1  3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 750    1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 295.1  2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 2.000000
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1923   3.000000 3.000000  Sometimes    no 1.204055  no 0.094851 0.603736
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1046   2.000000 2.271734  Sometimes    no 2.629043  no 1.000000 0.075823
## 2096.1 3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1021.1 2.000000 1.000000  Sometimes    no 1.000000  no 0.740633 0.000000
## 249    3.000000 3.000000     Always    no 3.000000 yes 3.000000 0.000000
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 499.1  3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 1385   2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 1641.2 2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 208    2.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1156.1 2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 338    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 2.000000
## 1401   2.334474 1.496776  Sometimes    no 2.776724  no 0.782416 0.167728
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 68.1   2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 1883.1 3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 1236   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1431   2.045160 1.874532  Sometimes    no 2.856521  no 2.005286 0.105408
## 1489   2.000000 3.000000  Sometimes    no 1.759803  no 0.000000 0.000000
## 71     2.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 251.1  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1920   3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 1337   2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 274.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1816   3.000000 3.000000  Sometimes    no 2.869234  no 1.465931 0.627886
## 796    3.000000 3.000000  Sometimes    no 1.174611  no 2.000000 0.000000
## 1112   2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1569   2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 957.1  2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 745    1.871213 3.000000  Sometimes    no 1.283738  no 0.684879 1.487223
## 591    2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 632.1  1.005578 4.000000 Frequently    no 1.000000  no 1.683957 0.704978
## 757    3.000000 1.146052  Sometimes    no 1.074048  no 0.679935 0.000000
## 1379   2.902469 1.734762  Sometimes    no 2.600238  no 2.113992 0.584755
## 1225.1 2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 2018.1 3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 891.1  2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 671    3.000000 3.000000  Sometimes    no 2.000000  no 0.854337 1.000000
## 264    2.000000 3.000000 Frequently    no 1.000000  no 3.000000 2.000000
## 102    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1338.1 1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 648    2.977018 3.193671 Frequently    no 2.482933  no 2.000000 1.000000
## 976    2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 2042   3.000000 3.000000  Sometimes    no 1.423073  no 0.197993 0.763359
## 885    2.000000 1.411808  Sometimes    no 2.651194  no 2.878414 0.953841
## 1139   2.303656 3.000000  Sometimes    no 1.163111  no 1.926381 1.119877
## 855    2.000000 3.000000  Sometimes    no 1.333707  no 1.000000 0.000000
## 2071   3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 236    2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 2075   3.000000 3.000000  Sometimes    no 1.755907  no 1.488090 0.857718
## 1297   2.533605 1.271624  Sometimes    no 1.893691  no 1.296535 0.000000
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1974   3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 1659   2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 1110   2.000000 1.672706  Sometimes    no 2.766674  no 1.000000 0.027093
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 378    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 541    2.886260 3.559841 Frequently    no 1.632004  no 2.000000 1.000000
## 1494   2.000000 1.941307  Sometimes    no 2.708168  no 1.000000 1.425852
## 956.1  3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 1620   3.000000 2.014671  Sometimes    no 1.292786  no 0.145687 0.000000
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1504.1 2.976509 3.000000  Sometimes    no 1.022705  no 1.025690 0.313016
## 224    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 26     2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 1889   3.000000 3.000000  Sometimes    no 2.310076  no 0.071150 0.733085
## 632.2  1.005578 4.000000 Frequently    no 1.000000  no 1.683957 0.704978
## 298    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2032.1 3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 584    2.929889 3.000000 Frequently    no 2.792074  no 0.630944 1.366355
## 1657   2.046651 2.842035  Sometimes    no 1.732072  no 0.584272 0.000000
## 1616.1 2.397284 2.892920  Sometimes    no 1.983973  no 1.859667 0.002600
## 1553   2.501224 2.049565  Sometimes    no 1.000000  no 1.746583 0.000000
## 1004   3.000000 3.000000  Sometimes    no 1.699971  no 1.727114 1.000000
## 1645   2.765063 3.000000  Sometimes    no 2.867206  no 0.706777 0.677909
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 1542   2.139196 3.000000  Sometimes    no 2.048430  no 0.368026 0.360986
## 1682   2.535154 2.915921  Sometimes    no 1.892400  no 0.693732 0.067410
## 119    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1074   2.003951 3.000000  Sometimes    no 1.207978  no 1.916751 1.228995
## 1599.1 2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 633    2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 847    2.446872 2.372311  Sometimes    no 1.810310  no 0.094893 1.650778
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1744   2.159033 3.000000  Sometimes    no 2.116399  no 1.331526 0.052942
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 1667.1 2.869833 1.569176  Sometimes    no 1.533682  no 0.167943 1.368262
## 1466   2.490776 3.000000  Sometimes    no 2.654517  no 0.112454 0.756339
## 1256   2.000000 3.000000  Sometimes    no 2.715252  no 0.000000 0.621605
## 1419   2.569075 2.463113  Sometimes    no 1.567366  no 0.359134 0.000000
## 359    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 305.1  2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 735    1.303878 3.000000  Sometimes    no 1.755497  no 0.062932 1.672532
## 905    2.000000 3.000000  Sometimes    no 1.968011  no 1.072662 0.776758
## 1149   2.784383 3.000000  Sometimes    no 2.165605  no 0.855973 0.839659
## 1421.2 2.104772 2.376374  Sometimes    no 2.218691  no 1.521840 0.000000
## 1794.2 2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 542    2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 1385.1 2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 633.1  2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 827.1  2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 996    1.572230 1.888067  Sometimes    no 2.000000  no 0.000000 0.552498
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1677.1 2.108638 3.000000  Sometimes   yes 1.014876  no 0.987521 0.047473
## 1508   2.000000 2.392811  Sometimes    no 2.000000  no 0.000000 1.809310
## 2109   3.000000 3.000000  Sometimes    no 2.054193  no 1.414209 0.646288
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 430    2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 741    2.749268 1.394539 Frequently    no 1.322048  no 0.463949 0.800993
## 481.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1757.1 2.739000 2.740492  Sometimes    no 1.824561  no 1.094839 0.000000
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 86     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1887.2 3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1167   2.000000 1.477581  Sometimes    no 1.995035  no 0.324676 0.517430
## 906    2.146598 3.000000  Sometimes    no 2.100112  no 1.171160 0.833761
## 1363   1.899793 3.000000  Sometimes    no 1.439962  no 0.952900 0.838847
## 437.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 812.1  2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 1338.2 1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 764    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1079   2.000000 1.894384  Sometimes    no 2.000000  no 0.000000 0.000000
## 852.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 1340   2.123159 3.000000  Sometimes    no 2.415343  no 0.295178 0.569852
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 590    1.522001 3.000000  Sometimes    no 1.981260  no 2.306844 0.720454
## 14.1   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 818    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 370.1  3.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 2006   3.000000 3.000000  Sometimes    no 2.552388  no 0.000000 0.196288
## 1734   2.341999 3.000000  Sometimes    no 2.299878  no 0.565242 0.921991
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 1818.1 3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1494.1 2.000000 1.941307  Sometimes    no 2.708168  no 1.000000 1.425852
## 1080.1 2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 709    1.694270 3.266644  Sometimes    no 1.095417  no 2.000000 1.000000
## 132    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1472   2.805512 2.880817  Sometimes    no 1.001307  no 0.000000 1.376597
## 1746   2.219650 3.000000  Sometimes    no 2.165408  no 1.315045 0.688985
## 1826   3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 1735.1 2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 896.1  2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 54     3.000000 3.000000         no    no 2.000000 yes 2.000000 1.000000
## 532.1  3.000000 3.000000  Sometimes    no 2.843777  no 1.488843 0.009254
## 1158   2.182401 2.832018  Sometimes    no 2.456939  no 0.038809 0.524015
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 1602.1 1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 627.1  2.483979 3.762778  Sometimes    no 2.000000  no 2.000000 0.930051
## 1328.1 2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 441.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2071.1 3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 666.1  3.000000 3.489918 Frequently    no 1.326694  no 0.791929 0.128394
## 1767   2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 2075.1 3.000000 3.000000  Sometimes    no 1.755907  no 1.488090 0.857718
## 2      3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1230.1 2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 1628   2.281963 3.770379  Sometimes    no 1.000000  no 1.330519 0.000000
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1657.1 2.046651 2.842035  Sometimes    no 1.732072  no 0.584272 0.000000
## 1175   2.333503 1.820779  Sometimes    no 2.559265  no 1.327193 0.481357
## 1695   2.907542 3.000000  Sometimes    no 2.284494  no 0.647632 1.668318
## 1028   3.000000 2.679724  Sometimes    no 1.999737  no 1.747347 0.681773
## 230    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 797.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 334    3.000000 4.000000     Always    no 3.000000 yes 3.000000 0.000000
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1238   2.069267 1.476204  Sometimes    no 3.000000  no 2.052520 0.092736
## 1009   2.951591 3.000000  Sometimes    no 2.971557  no 0.000000 0.947192
## 1904   3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 2057.2 3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 1195.1 2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 1314.1 2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 524    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1442.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 1126.1 2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 1878   3.000000 3.000000  Sometimes    no 2.366510  no 1.247505 0.723366
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1195.2 2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 1674   2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 350    2.000000 3.000000     Always    no 3.000000  no 1.000000 1.000000
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 206    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 183    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 354.1  1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 119.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1981   3.000000 3.000000  Sometimes    no 1.554925  no 0.209586 0.823069
## 393.2  3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 1930   3.000000 3.000000  Sometimes    no 1.626467  no 0.010183 0.412806
## 1567   2.200588 3.000000  Sometimes    no 1.295697  no 1.058378 0.000000
## 1424   2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 149    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1953.1 3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 817.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 2014   3.000000 3.000000  Sometimes    no 2.858389  no 1.444382 0.713823
## 1806   3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 981    2.000000 2.468421  Sometimes    no 2.000000  no 2.000000 1.000000
## 924.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1887.3 3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 76.1   3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 1346   2.843456 2.937989  Sometimes    no 1.001995  no 0.000000 1.554404
## 419    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1290.1 2.000000 3.000000  Sometimes    no 1.490613  no 0.654316 1.000000
## 1592   2.668949 1.134321  Sometimes    no 1.279443  no 0.112430 1.135503
## 2.1    3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 707    2.919751 3.576103  Sometimes    no 1.949308  no 1.940182 1.000000
## 1168.1 2.294067 3.209508  Sometimes    no 2.000000  no 1.103088 1.261043
## 553.1  2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1936   3.000000 3.000000  Sometimes    no 1.484938  no 0.742250 0.604692
## 195    3.000000 3.000000 Frequently    no 3.000000  no 3.000000 0.000000
## 221.1  2.000000 3.000000 Frequently    no 2.000000 yes 0.000000 2.000000
## 1997   3.000000 3.000000  Sometimes    no 1.663213  no 1.094035 0.786665
## 1635   2.002784 3.000000  Sometimes    no 2.292906  no 1.034031 0.000000
## 705    2.627031 3.832911  Sometimes    no 2.993448  no 2.000000 1.425903
## 624    2.652779 3.804944 Frequently    no 1.601140  no 0.174692 0.096982
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 362.1  2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1866.1 3.000000 3.000000  Sometimes    no 1.945950  no 1.493018 0.906611
## 1782   2.525884 2.040582  Sometimes    no 1.000000  no 1.670360 0.023959
## 105    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1577.2 2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 872    2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 1108.1 2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 941    2.000000 3.000000  Sometimes    no 1.081597  no 1.000000 0.000000
## 358.1  1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 533.2  3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 1677.2 2.108638 3.000000  Sometimes   yes 1.014876  no 0.987521 0.047473
## 1907.1 3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 440.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 2068   3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 199    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1637   2.002076 3.000000  Sometimes    no 2.338373  no 0.897562 0.081156
## 433    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 655    2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 1865.1 3.000000 3.000000  Sometimes    no 1.615548  no 1.376534 0.926052
## 1072   2.493448 3.000000  Sometimes    no 1.849997  no 0.954459 1.444532
## 1973.1 3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 883    2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 1392   2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 449    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 640    2.339980 3.000000  Sometimes    no 2.000000  no 0.027433 1.884138
## 364    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1132.1 2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 892.1  2.104105 3.000000  Sometimes    no 1.871033  no 1.000000 0.000000
## 73     2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 469    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 588    1.592183 3.535016  Sometimes    no 1.086391  no 0.618913 1.000000
## 1340.1 2.123159 3.000000  Sometimes    no 2.415343  no 0.295178 0.569852
## 1282   2.031185 2.992606  Sometimes    no 2.852254  no 2.001230 0.360370
## 716    2.432886 3.000000  Sometimes    no 2.000000  no 2.697949 1.000000
## 1979   3.000000 3.000000  Sometimes    no 2.709428  no 0.000000 0.228486
## 1556   3.000000 1.418833  Sometimes    no 1.000000  no 1.191020 1.384186
## 1204.1 2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 813    2.000000 3.000000  Sometimes    no 2.168651  no 0.977998 0.142638
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 1253   2.262171 3.000000  Sometimes    no 2.034150  no 0.317363 0.508663
## 1733   2.576910 3.000000  Sometimes    no 2.080187  no 1.042680 0.376683
## 665    3.000000 3.715118 Frequently    no 1.774576  no 0.102970 0.646423
## 398    2.000000 4.000000 Frequently    no 3.000000  no 0.000000 0.000000
## 1876   3.000000 3.000000  Sometimes    no 2.501638  no 1.546179 0.664880
## 673    2.824559 3.000000  Sometimes    no 2.000000  no 0.533309 1.099764
## 1270   2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 1413   2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 1688   2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 1089   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 528.1  3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 88     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1490   2.000000 3.000000  Sometimes    no 2.090413  no 0.000000 0.000000
## 53     3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1729.1 2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 619.1  3.000000 3.179995 Frequently    no 1.910378  no 0.480614 0.625079
## 290.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 271.1  2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 146    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 176    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1336.1 2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 2050   3.000000 3.000000  Sometimes    no 1.353167  no 1.093679 0.534553
## 750.1  1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 292    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 2000   3.000000 3.000000  Sometimes    no 2.896088  no 1.612741 0.773190
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 1991.1 3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 133    3.000000 3.000000 Frequently   yes 3.000000 yes 1.000000 2.000000
## 1103   2.019674 2.843319  Sometimes    no 2.832004  no 1.000000 0.608607
## 76.2   3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 2105.2 3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1389   2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 1710.1 2.766441 1.240424  Sometimes    no 1.413218  no 0.165269 0.862587
## 2066   3.000000 3.000000  Sometimes    no 1.777805  no 1.584716 0.927341
## 1897   3.000000 3.000000  Sometimes    no 1.005864  no 0.020060 0.695838
## 795    3.000000 2.449723  Sometimes    no 2.000000 yes 0.479592 1.720642
## 718    2.707666 3.737914  Sometimes    no 2.026547  no 2.009397 0.613971
## 1385.2 2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 1300.1 2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1917   3.000000 3.000000  Sometimes    no 2.588107  no 0.000000 0.465607
## 1788.1 2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 408.1  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1316   2.903545 1.508685  Sometimes    no 2.450069  no 1.454730 0.000000
## 1501.2 1.712848 3.000000  Sometimes    no 1.162153  no 0.458981 0.885532
## 1357   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 2059.1 3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 1811.1 3.000000 3.000000  Sometimes    no 2.578292  no 0.000000 0.492394
## 928    2.995599 3.095663  Sometimes    no 2.568157  no 2.724300 0.330457
## 145.1  2.000000 4.000000  Sometimes    no 3.000000 yes 2.000000 2.000000
## 61     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 2060   3.000000 3.000000  Sometimes    no 2.495851  no 0.000000 0.218645
## 1627.1 1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 1306   2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1170.1 2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 922.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 2052   3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 820    2.303367 3.042774  Sometimes    no 1.277636  no 0.944982 0.366126
## 197    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 2071.2 3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 698    2.896562 2.625475  Sometimes    no 2.839558 yes 1.949667 1.253311
## 1686   1.735664 3.000000  Sometimes    no 2.041536  no 1.392406 0.391740
## 80     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 375    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1229   3.000000 3.000000  Sometimes    no 1.776991  no 1.757724 0.000000
## 426    2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 1949   3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1045.1 3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 803    2.568063 3.000000  Sometimes    no 1.817983 yes 0.000000 0.000000
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 584.1  2.929889 3.000000 Frequently    no 2.792074  no 0.630944 1.366355
## 1267   2.000000 3.000000  Sometimes    no 2.102976  no 0.000000 0.000000
## 964.1  2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 2047.1 3.000000 3.000000  Sometimes    no 1.967707  no 0.014370 0.434073
## 159    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 243.2  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 143    2.000000 3.000000 Frequently   yes 1.000000  no 1.000000 1.000000
## 206.1  2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1620.1 3.000000 2.014671  Sometimes    no 1.292786  no 0.145687 0.000000
## 298.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2090   3.000000 3.000000  Sometimes    no 2.621976  no 0.000000 0.123861
## 750.2  1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 161    3.000000 3.000000  Sometimes   yes 1.000000  no 2.000000 1.000000
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 596    2.559600 4.000000  Sometimes    no 2.000000  no 2.000000 0.331483
## 1816.1 3.000000 3.000000  Sometimes    no 2.869234  no 1.465931 0.627886
## 1628.1 2.281963 3.770379  Sometimes    no 1.000000  no 1.330519 0.000000
## 1837   3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 1842   3.000000 3.000000  Sometimes    no 2.617988  no 0.000000 0.156187
## 1839   3.000000 3.000000  Sometimes    no 2.417122  no 0.952725 0.573958
## 910    2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 1194   1.936479 2.837388  Sometimes    no 2.159987  no 1.475772 0.646514
## 628    2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 1622   2.877743 1.311797  Sometimes    no 1.000463  no 0.182249 1.431200
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 2091.1 3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 80.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 746.1  2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 1635.1 2.002784 3.000000  Sometimes    no 2.292906  no 1.034031 0.000000
## 193.1  3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 1191   2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 736    1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 1389.1 2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 430.1  2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 661    3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 314.1  1.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1285   2.000000 1.000000  Sometimes    no 2.000000  no 0.005405 0.000000
## 662.2  2.619835 1.000000 Frequently    no 1.198883  no 0.000000 0.751212
## 1736.1 2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 1086   3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 637.1  1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 767.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 910.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 1895.1 3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 625    2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 1672.1 2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 1619   2.000000 2.701521  Sometimes    no 1.142644  no 0.514225 0.000000
## 703    2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 492.1  2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 1.000000
## 550.1  2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 1715.1 1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 283.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1148.1 2.000000 3.000000  Sometimes    no 2.386904  no 0.926201 1.344030
## 1800   3.000000 3.000000  Sometimes    no 1.023328  no 0.050930 1.000000
## 1280   3.000000 3.000000  Sometimes    no 2.925029  no 2.000000 1.758865
## 765    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 915.1  2.000000 1.259628         no    no 3.000000  no 1.000000 0.000000
## 2046   3.000000 3.000000  Sometimes    no 1.817860  no 0.011161 0.447224
## 1912   3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 1240   2.096630 2.879541  Sometimes    no 2.432967  no 1.887012 0.000000
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1369   2.000000 1.672751  Sometimes    no 2.000000  no 0.000000 1.946173
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 2016.1 3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 446.1  2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 768.1  2.954996 3.714833  Sometimes    no 2.430918  no 2.545931 0.469735
## 1037   2.846981 3.000000  Sometimes    no 2.877810  no 1.000000 0.429081
## 1672.2 2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 419.1  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1527   2.956297 3.000000  Sometimes   yes 1.275100  no 0.901924 1.875023
## 1709.1 3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 303    3.000000 3.000000     Always    no 3.000000  no 3.000000 2.000000
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1275.1 2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 118.1  2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1474   2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 625.1  2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 1820   3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 60     2.000000 4.000000  Sometimes    no 3.000000  no 2.000000 2.000000
##              CALC                MTRANS          NObeyesdad
## 401            no Public_Transportation  Overweight_Level_I
## 137     Sometimes Public_Transportation       Normal_Weight
## 2057    Sometimes Public_Transportation    Obesity_Type_III
## 2032    Sometimes Public_Transportation    Obesity_Type_III
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 771     Sometimes Public_Transportation  Overweight_Level_I
## 217     Sometimes               Walking       Normal_Weight
## 251            no Public_Transportation Overweight_Level_II
## 1952    Sometimes Public_Transportation    Obesity_Type_III
## 1143           no Public_Transportation Overweight_Level_II
## 397    Frequently            Automobile       Normal_Weight
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 631     Sometimes Public_Transportation Insufficient_Weight
## 1438    Sometimes            Automobile      Obesity_Type_I
## 1343    Sometimes Public_Transportation      Obesity_Type_I
## 69     Frequently            Automobile     Obesity_Type_II
## 215     Sometimes Public_Transportation       Normal_Weight
## 1741    Sometimes            Automobile     Obesity_Type_II
## 320     Sometimes            Automobile  Overweight_Level_I
## 618     Sometimes            Automobile Insufficient_Weight
## 1098           no            Automobile Overweight_Level_II
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 683     Sometimes Public_Transportation Insufficient_Weight
## 2093    Sometimes Public_Transportation    Obesity_Type_III
## 2057.1  Sometimes Public_Transportation    Obesity_Type_III
## 444     Sometimes Public_Transportation Insufficient_Weight
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 619            no Public_Transportation Insufficient_Weight
## 1208           no            Automobile Overweight_Level_II
## 724     Sometimes Public_Transportation Insufficient_Weight
## 1457    Sometimes Public_Transportation      Obesity_Type_I
## 1365    Sometimes            Automobile      Obesity_Type_I
## 1054    Sometimes Public_Transportation Overweight_Level_II
## 1808    Sometimes Public_Transportation    Obesity_Type_III
## 1083    Sometimes Public_Transportation Overweight_Level_II
## 14     Frequently            Automobile      Obesity_Type_I
## 458     Sometimes Public_Transportation       Normal_Weight
## 1441    Sometimes            Automobile      Obesity_Type_I
## 1233    Sometimes            Automobile      Obesity_Type_I
## 917     Sometimes            Automobile  Overweight_Level_I
## 1680    Sometimes            Automobile     Obesity_Type_II
## 1013   Frequently Public_Transportation Overweight_Level_II
## 1007    Sometimes Public_Transportation Overweight_Level_II
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 68     Frequently            Automobile      Obesity_Type_I
## 221    Frequently Public_Transportation  Overweight_Level_I
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 1287           no            Automobile      Obesity_Type_I
## 653            no Public_Transportation Insufficient_Weight
## 296            no               Walking       Normal_Weight
## 2094    Sometimes Public_Transportation    Obesity_Type_III
## 891            no Public_Transportation  Overweight_Level_I
## 1678    Sometimes Public_Transportation     Obesity_Type_II
## 1591    Sometimes            Automobile     Obesity_Type_II
## 1850    Sometimes Public_Transportation    Obesity_Type_III
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 1718    Sometimes Public_Transportation     Obesity_Type_II
## 1689    Sometimes Public_Transportation     Obesity_Type_II
## 1097           no            Automobile Overweight_Level_II
## 406            no Public_Transportation Overweight_Level_II
## 1204           no Public_Transportation Overweight_Level_II
## 205            no            Automobile       Normal_Weight
## 1053           no            Automobile Overweight_Level_II
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 553     Sometimes Public_Transportation Insufficient_Weight
## 1196    Sometimes Public_Transportation Overweight_Level_II
## 1166           no Public_Transportation Overweight_Level_II
## 120     Sometimes            Automobile Overweight_Level_II
## 1928    Sometimes Public_Transportation    Obesity_Type_III
## 12      Sometimes Public_Transportation Overweight_Level_II
## 436            no Public_Transportation  Overweight_Level_I
## 363     Sometimes            Automobile  Overweight_Level_I
## 109            no               Walking      Obesity_Type_I
## 12.1    Sometimes Public_Transportation Overweight_Level_II
## 1647    Sometimes Public_Transportation     Obesity_Type_II
## 170            no            Automobile Overweight_Level_II
## 493            no            Automobile Overweight_Level_II
## 1618           no            Automobile     Obesity_Type_II
## 1405           no Public_Transportation      Obesity_Type_I
## 1718.1  Sometimes Public_Transportation     Obesity_Type_II
## 1088   Frequently            Automobile Overweight_Level_II
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 678     Sometimes Public_Transportation Insufficient_Weight
## 1740    Sometimes            Automobile     Obesity_Type_II
## 1222           no Public_Transportation      Obesity_Type_I
## 280     Sometimes Public_Transportation Insufficient_Weight
## 1421    Sometimes            Automobile      Obesity_Type_I
## 174            no Public_Transportation       Normal_Weight
## 1683    Sometimes            Automobile     Obesity_Type_II
## 922     Sometimes Public_Transportation  Overweight_Level_I
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 902     Sometimes Public_Transportation  Overweight_Level_I
## 908            no Public_Transportation  Overweight_Level_I
## 370     Sometimes Public_Transportation Overweight_Level_II
## 83             no Public_Transportation      Obesity_Type_I
## 1706    Sometimes Public_Transportation     Obesity_Type_II
## 1225           no Public_Transportation      Obesity_Type_I
## 1148    Sometimes Public_Transportation Overweight_Level_II
## 393            no Public_Transportation       Normal_Weight
## 2100    Sometimes Public_Transportation    Obesity_Type_III
## 1382    Sometimes            Automobile      Obesity_Type_I
## 1258           no Public_Transportation      Obesity_Type_I
## 322            no            Automobile       Normal_Weight
## 1506           no Public_Transportation      Obesity_Type_I
## 610            no Public_Transportation Insufficient_Weight
## 274     Sometimes             Motorbike       Normal_Weight
## 1720    Sometimes            Automobile     Obesity_Type_II
## 963     Sometimes Public_Transportation  Overweight_Level_I
## 894            no            Automobile  Overweight_Level_I
## 506     Sometimes Public_Transportation    Obesity_Type_III
## 2047    Sometimes Public_Transportation    Obesity_Type_III
## 1294           no Public_Transportation      Obesity_Type_I
## 896     Sometimes Public_Transportation  Overweight_Level_I
## 2005    Sometimes Public_Transportation    Obesity_Type_III
## 319     Sometimes Public_Transportation       Normal_Weight
## 1488    Sometimes            Automobile      Obesity_Type_I
## 915     Sometimes Public_Transportation  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 1380   Frequently            Automobile      Obesity_Type_I
## 1344           no Public_Transportation      Obesity_Type_I
## 563     Sometimes Public_Transportation Insufficient_Weight
## 1399           no Public_Transportation      Obesity_Type_I
## 280.1   Sometimes Public_Transportation Insufficient_Weight
## 1359           no Public_Transportation      Obesity_Type_I
## 650            no Public_Transportation Insufficient_Weight
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 952     Sometimes Public_Transportation  Overweight_Level_I
## 245     Sometimes Public_Transportation       Normal_Weight
## 1658           no Public_Transportation     Obesity_Type_II
## 1710           no Public_Transportation     Obesity_Type_II
## 1015           no            Automobile Overweight_Level_II
## 1224    Sometimes            Automobile      Obesity_Type_I
## 1679    Sometimes Public_Transportation     Obesity_Type_II
## 556     Sometimes Public_Transportation Insufficient_Weight
## 1811    Sometimes Public_Transportation    Obesity_Type_III
## 533     Sometimes            Automobile Insufficient_Weight
## 768     Sometimes Public_Transportation  Overweight_Level_I
## 437    Frequently            Automobile       Normal_Weight
## 13      Sometimes Public_Transportation       Normal_Weight
## 1078           no Public_Transportation Overweight_Level_II
## 276     Sometimes Public_Transportation       Normal_Weight
## 804            no            Automobile  Overweight_Level_I
## 523     Sometimes Public_Transportation Insufficient_Weight
## 528     Sometimes Public_Transportation Insufficient_Weight
## 822     Sometimes            Automobile  Overweight_Level_I
## 1945    Sometimes Public_Transportation    Obesity_Type_III
## 194            no Public_Transportation       Normal_Weight
## 842     Sometimes Public_Transportation  Overweight_Level_I
## 5       Sometimes Public_Transportation Overweight_Level_II
## 816     Sometimes Public_Transportation  Overweight_Level_I
## 1653    Sometimes Public_Transportation     Obesity_Type_II
## 1743    Sometimes            Automobile     Obesity_Type_II
## 1627    Sometimes Public_Transportation     Obesity_Type_II
## 1165           no Public_Transportation Overweight_Level_II
## 109.1          no               Walking      Obesity_Type_I
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 1737    Sometimes Public_Transportation     Obesity_Type_II
## 2105    Sometimes Public_Transportation    Obesity_Type_III
## 1766    Sometimes Public_Transportation     Obesity_Type_II
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 873     Sometimes            Automobile  Overweight_Level_I
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 517            no Public_Transportation Insufficient_Weight
## 868            no Public_Transportation  Overweight_Level_I
## 1650    Sometimes Public_Transportation     Obesity_Type_II
## 1602    Sometimes            Automobile     Obesity_Type_II
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 733            no            Automobile Insufficient_Weight
## 1506.1         no Public_Transportation      Obesity_Type_I
## 826     Sometimes            Automobile  Overweight_Level_I
## 533.1   Sometimes            Automobile Insufficient_Weight
## 1356    Sometimes            Automobile      Obesity_Type_I
## 226     Sometimes               Walking     Obesity_Type_II
## 213            no Public_Transportation Overweight_Level_II
## 1130           no Public_Transportation Overweight_Level_II
## 472            no Public_Transportation      Obesity_Type_I
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 94             no               Walking       Normal_Weight
## 1132           no Public_Transportation Overweight_Level_II
## 676     Sometimes Public_Transportation Insufficient_Weight
## 592            no            Automobile Insufficient_Weight
## 1794           no Public_Transportation     Obesity_Type_II
## 728            no            Automobile Insufficient_Weight
## 1442    Sometimes            Automobile      Obesity_Type_I
## 281     Sometimes Public_Transportation       Normal_Weight
## 2033    Sometimes Public_Transportation    Obesity_Type_III
## 955     Sometimes Public_Transportation  Overweight_Level_I
## 353     Sometimes               Walking       Normal_Weight
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 1              no Public_Transportation       Normal_Weight
## 1501           no            Automobile      Obesity_Type_I
## 1197    Sometimes Public_Transportation Overweight_Level_II
## 242            no                  Bike  Overweight_Level_I
## 573     Sometimes Public_Transportation Insufficient_Weight
## 434     Sometimes Public_Transportation       Normal_Weight
## 804.1          no            Automobile  Overweight_Level_I
## 2045    Sometimes Public_Transportation    Obesity_Type_III
## 1327    Sometimes            Automobile      Obesity_Type_I
## 1226           no Public_Transportation      Obesity_Type_I
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 1702           no Public_Transportation     Obesity_Type_II
## 81             no Public_Transportation       Normal_Weight
## 1141    Sometimes Public_Transportation Overweight_Level_II
## 1154    Sometimes Public_Transportation Overweight_Level_II
## 532     Sometimes            Automobile Insufficient_Weight
## 2045.1  Sometimes Public_Transportation    Obesity_Type_III
## 491     Sometimes Public_Transportation Overweight_Level_II
## 1882    Sometimes Public_Transportation    Obesity_Type_III
## 1757    Sometimes Public_Transportation     Obesity_Type_II
## 608     Sometimes Public_Transportation Insufficient_Weight
## 2086    Sometimes Public_Transportation    Obesity_Type_III
## 1894    Sometimes Public_Transportation    Obesity_Type_III
## 1879    Sometimes Public_Transportation    Obesity_Type_III
## 637     Sometimes Public_Transportation Insufficient_Weight
## 220     Sometimes Public_Transportation  Overweight_Level_I
## 1116    Sometimes Public_Transportation Overweight_Level_II
## 635            no Public_Transportation Insufficient_Weight
## 1558    Sometimes            Automobile     Obesity_Type_II
## 1677    Sometimes Public_Transportation     Obesity_Type_II
## 1788    Sometimes Public_Transportation     Obesity_Type_II
## 816.1   Sometimes Public_Transportation  Overweight_Level_I
## 290     Sometimes            Automobile       Normal_Weight
## 1498           no Public_Transportation      Obesity_Type_I
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 374     Sometimes Public_Transportation       Normal_Weight
## 483     Sometimes Public_Transportation       Normal_Weight
## 145     Sometimes Public_Transportation  Overweight_Level_I
## 69.1   Frequently            Automobile     Obesity_Type_II
## 857     Sometimes            Automobile  Overweight_Level_I
## 724.1   Sometimes Public_Transportation Insufficient_Weight
## 2033.1  Sometimes Public_Transportation    Obesity_Type_III
## 203     Sometimes Public_Transportation    Obesity_Type_III
## 42             no               Walking       Normal_Weight
## 217.1   Sometimes               Walking       Normal_Weight
## 1711           no Public_Transportation     Obesity_Type_II
## 1694    Sometimes            Automobile     Obesity_Type_II
## 991            no Public_Transportation Overweight_Level_II
## 1531    Sometimes            Automobile     Obesity_Type_II
## 55             no Public_Transportation       Normal_Weight
## 1015.1         no            Automobile Overweight_Level_II
## 2015    Sometimes Public_Transportation    Obesity_Type_III
## 1503    Sometimes            Automobile      Obesity_Type_I
## 812     Sometimes Public_Transportation  Overweight_Level_I
## 618.1   Sometimes            Automobile Insufficient_Weight
## 577     Sometimes Public_Transportation Insufficient_Weight
## 1284           no Public_Transportation      Obesity_Type_I
## 1953    Sometimes Public_Transportation    Obesity_Type_III
## 1504           no Public_Transportation      Obesity_Type_I
## 1945.1  Sometimes Public_Transportation    Obesity_Type_III
## 1318           no Public_Transportation      Obesity_Type_I
## 326     Sometimes Public_Transportation       Normal_Weight
## 767     Sometimes            Automobile  Overweight_Level_I
## 836     Sometimes            Automobile  Overweight_Level_I
## 897     Sometimes Public_Transportation  Overweight_Level_I
## 1922.1  Sometimes Public_Transportation    Obesity_Type_III
## 921     Sometimes Public_Transportation  Overweight_Level_I
## 999     Sometimes Public_Transportation Overweight_Level_II
## 1631           no Public_Transportation     Obesity_Type_II
## 1160           no            Automobile Overweight_Level_II
## 9      Frequently Public_Transportation       Normal_Weight
## 1724           no Public_Transportation     Obesity_Type_II
## 1736    Sometimes Public_Transportation     Obesity_Type_II
## 1328    Sometimes            Automobile      Obesity_Type_I
## 1641    Sometimes Public_Transportation     Obesity_Type_II
## 1899    Sometimes Public_Transportation    Obesity_Type_III
## 457            no Public_Transportation       Normal_Weight
## 1336    Sometimes Public_Transportation      Obesity_Type_I
## 131            no Public_Transportation       Normal_Weight
## 354     Sometimes            Automobile       Normal_Weight
## 2045.2  Sometimes Public_Transportation    Obesity_Type_III
## 994            no Public_Transportation Overweight_Level_II
## 1070           no Public_Transportation Overweight_Level_II
## 1021           no Public_Transportation Overweight_Level_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 1654    Sometimes Public_Transportation     Obesity_Type_II
## 214            no Public_Transportation       Normal_Weight
## 1263    Sometimes Public_Transportation      Obesity_Type_I
## 276.1   Sometimes Public_Transportation       Normal_Weight
## 1436    Sometimes Public_Transportation      Obesity_Type_I
## 1629           no            Automobile     Obesity_Type_II
## 22             no            Automobile      Obesity_Type_I
## 1909    Sometimes Public_Transportation    Obesity_Type_III
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 848     Sometimes Public_Transportation  Overweight_Level_I
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 956     Sometimes            Automobile  Overweight_Level_I
## 623     Sometimes Public_Transportation Insufficient_Weight
## 1605           no Public_Transportation     Obesity_Type_II
## 613            no Public_Transportation Insufficient_Weight
## 243            no            Automobile       Normal_Weight
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 1454    Sometimes Public_Transportation      Obesity_Type_I
## 644            no Public_Transportation Insufficient_Weight
## 1395           no Public_Transportation      Obesity_Type_I
## 365     Sometimes Public_Transportation  Overweight_Level_I
## 1471           no Public_Transportation      Obesity_Type_I
## 1187           no            Automobile Overweight_Level_II
## 44     Frequently Public_Transportation       Normal_Weight
## 127     Sometimes Public_Transportation       Normal_Weight
## 273            no Public_Transportation       Normal_Weight
## 1012           no            Automobile Overweight_Level_II
## 1531.1  Sometimes            Automobile     Obesity_Type_II
## 603     Sometimes Public_Transportation Insufficient_Weight
## 1170    Sometimes Public_Transportation Overweight_Level_II
## 403     Sometimes               Walking Overweight_Level_II
## 689     Sometimes Public_Transportation Insufficient_Weight
## 823     Sometimes Public_Transportation  Overweight_Level_I
## 1448           no Public_Transportation      Obesity_Type_I
## 706            no Public_Transportation Insufficient_Weight
## 305     Sometimes Public_Transportation  Overweight_Level_I
## 1421.1  Sometimes            Automobile      Obesity_Type_I
## 556.1   Sometimes Public_Transportation Insufficient_Weight
## 229            no            Automobile Overweight_Level_II
## 513            no Public_Transportation Insufficient_Weight
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 548     Sometimes Public_Transportation Insufficient_Weight
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 1689.1  Sometimes Public_Transportation     Obesity_Type_II
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 1031    Sometimes            Automobile Overweight_Level_II
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 72      Sometimes Public_Transportation Insufficient_Weight
## 1957    Sometimes Public_Transportation    Obesity_Type_III
## 443     Sometimes               Walking       Normal_Weight
## 436.1          no Public_Transportation  Overweight_Level_I
## 1311    Sometimes            Automobile      Obesity_Type_I
## 882     Sometimes Public_Transportation  Overweight_Level_I
## 2037    Sometimes Public_Transportation    Obesity_Type_III
## 632     Sometimes Public_Transportation Insufficient_Weight
## 1521    Sometimes            Automobile     Obesity_Type_II
## 1290           no Public_Transportation      Obesity_Type_I
## 404            no            Automobile    Obesity_Type_III
## 210     Sometimes Public_Transportation       Normal_Weight
## 881     Sometimes Public_Transportation  Overweight_Level_I
## 1641.1  Sometimes Public_Transportation     Obesity_Type_II
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 1492           no Public_Transportation      Obesity_Type_I
## 967            no            Automobile  Overweight_Level_I
## 28      Sometimes            Automobile       Normal_Weight
## 1027           no            Automobile Overweight_Level_II
## 1541    Sometimes Public_Transportation     Obesity_Type_II
## 550            no Public_Transportation Insufficient_Weight
## 421     Sometimes            Automobile Insufficient_Weight
## 295     Sometimes Public_Transportation      Obesity_Type_I
## 1665           no Public_Transportation     Obesity_Type_II
## 440     Sometimes Public_Transportation       Normal_Weight
## 1010    Sometimes Public_Transportation Overweight_Level_II
## 518            no Public_Transportation Insufficient_Weight
## 2033.2  Sometimes Public_Transportation    Obesity_Type_III
## 1067    Sometimes Public_Transportation Overweight_Level_II
## 672            no Public_Transportation Insufficient_Weight
## 2106    Sometimes Public_Transportation    Obesity_Type_III
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 492     Sometimes Public_Transportation       Normal_Weight
## 1699    Sometimes Public_Transportation     Obesity_Type_II
## 446     Sometimes Public_Transportation       Normal_Weight
## 1386           no            Automobile      Obesity_Type_I
## 1157           no            Automobile Overweight_Level_II
## 1361    Sometimes            Automobile      Obesity_Type_I
## 1326    Sometimes            Automobile      Obesity_Type_I
## 424     Sometimes               Walking Overweight_Level_II
## 1262    Sometimes Public_Transportation      Obesity_Type_I
## 1794.1         no Public_Transportation     Obesity_Type_II
## 1867    Sometimes Public_Transportation    Obesity_Type_III
## 459     Sometimes Public_Transportation       Normal_Weight
## 113     Sometimes Public_Transportation       Normal_Weight
## 1260    Sometimes Public_Transportation      Obesity_Type_I
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1574    Sometimes Public_Transportation     Obesity_Type_II
## 1301           no Public_Transportation      Obesity_Type_I
## 1109    Sometimes Public_Transportation Overweight_Level_II
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 1575    Sometimes Public_Transportation     Obesity_Type_II
## 1939    Sometimes Public_Transportation    Obesity_Type_III
## 1723           no            Automobile     Obesity_Type_II
## 1168           no Public_Transportation Overweight_Level_II
## 1407           no Public_Transportation      Obesity_Type_I
## 1338    Sometimes Public_Transportation      Obesity_Type_I
## 261            no Public_Transportation  Overweight_Level_I
## 2012    Sometimes Public_Transportation    Obesity_Type_III
## 525     Sometimes Public_Transportation Insufficient_Weight
## 1147    Sometimes Public_Transportation Overweight_Level_II
## 92     Frequently Public_Transportation       Normal_Weight
## 2091    Sometimes Public_Transportation    Obesity_Type_III
## 2089    Sometimes Public_Transportation    Obesity_Type_III
## 55.1           no Public_Transportation       Normal_Weight
## 480     Sometimes Public_Transportation       Normal_Weight
## 1798           no Public_Transportation     Obesity_Type_II
## 1777    Sometimes            Automobile     Obesity_Type_II
## 1176    Sometimes            Automobile Overweight_Level_II
## 783     Sometimes            Automobile  Overweight_Level_I
## 1789.1  Sometimes Public_Transportation     Obesity_Type_II
## 2103    Sometimes Public_Transportation    Obesity_Type_III
## 1239           no Public_Transportation      Obesity_Type_I
## 1898    Sometimes Public_Transportation    Obesity_Type_III
## 817     Sometimes Public_Transportation  Overweight_Level_I
## 1821    Sometimes Public_Transportation    Obesity_Type_III
## 1866    Sometimes Public_Transportation    Obesity_Type_III
## 892     Sometimes Public_Transportation  Overweight_Level_I
## 383     Sometimes Public_Transportation       Normal_Weight
## 1722           no            Automobile     Obesity_Type_II
## 921.1   Sometimes Public_Transportation  Overweight_Level_I
## 499     Sometimes Public_Transportation    Obesity_Type_III
## 289            no Public_Transportation       Normal_Weight
## 297     Sometimes Public_Transportation       Normal_Weight
## 1850.1  Sometimes Public_Transportation    Obesity_Type_III
## 316     Sometimes Public_Transportation       Normal_Weight
## 1667           no Public_Transportation     Obesity_Type_II
## 1398           no Public_Transportation      Obesity_Type_I
## 1334           no Public_Transportation      Obesity_Type_I
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1740.1  Sometimes            Automobile     Obesity_Type_II
## 711     Sometimes Public_Transportation Insufficient_Weight
## 226.1   Sometimes               Walking     Obesity_Type_II
## 1612    Sometimes Public_Transportation     Obesity_Type_II
## 491.1   Sometimes Public_Transportation Overweight_Level_II
## 1887    Sometimes Public_Transportation    Obesity_Type_III
## 1486           no Public_Transportation      Obesity_Type_I
## 24      Sometimes Public_Transportation      Obesity_Type_I
## 1860    Sometimes Public_Transportation    Obesity_Type_III
## 1133           no            Automobile Overweight_Level_II
## 45             no Public_Transportation       Normal_Weight
## 130    Frequently Public_Transportation Overweight_Level_II
## 1783           no Public_Transportation     Obesity_Type_II
## 662     Sometimes Public_Transportation Insufficient_Weight
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 275     Sometimes Public_Transportation       Normal_Weight
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 107     Sometimes Public_Transportation       Normal_Weight
## 1126           no Public_Transportation Overweight_Level_II
## 1443    Sometimes            Automobile      Obesity_Type_I
## 258            no Public_Transportation      Obesity_Type_I
## 1883    Sometimes Public_Transportation    Obesity_Type_III
## 1560    Sometimes Public_Transportation     Obesity_Type_II
## 481     Sometimes Public_Transportation       Normal_Weight
## 1577    Sometimes            Automobile     Obesity_Type_II
## 475            no Public_Transportation       Normal_Weight
## 2021    Sometimes Public_Transportation    Obesity_Type_III
## 773     Sometimes Public_Transportation  Overweight_Level_I
## 1887.1  Sometimes Public_Transportation    Obesity_Type_III
## 1501.1         no            Automobile      Obesity_Type_I
## 1735    Sometimes            Automobile     Obesity_Type_II
## 2111    Sometimes Public_Transportation    Obesity_Type_III
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 317            no            Automobile       Normal_Weight
## 986            no Public_Transportation Overweight_Level_II
## 1970    Sometimes Public_Transportation    Obesity_Type_III
## 1509           no Public_Transportation      Obesity_Type_I
## 158     Sometimes Public_Transportation       Normal_Weight
## 666            no Public_Transportation Insufficient_Weight
## 1094           no Public_Transportation Overweight_Level_II
## 1577.1  Sometimes            Automobile     Obesity_Type_II
## 2106.1  Sometimes Public_Transportation    Obesity_Type_III
## 388     Sometimes             Motorbike      Obesity_Type_I
## 1396           no Public_Transportation      Obesity_Type_I
## 1946    Sometimes Public_Transportation    Obesity_Type_III
## 1743.1  Sometimes            Automobile     Obesity_Type_II
## 555     Sometimes Public_Transportation Insufficient_Weight
## 1647.1  Sometimes Public_Transportation     Obesity_Type_II
## 358            no            Automobile       Normal_Weight
## 1071    Sometimes            Automobile Overweight_Level_II
## 611            no Public_Transportation Insufficient_Weight
## 2103.1  Sometimes Public_Transportation    Obesity_Type_III
## 797     Sometimes            Automobile  Overweight_Level_I
## 957     Sometimes            Automobile  Overweight_Level_I
## 201.1   Sometimes Public_Transportation      Obesity_Type_I
## 1900    Sometimes Public_Transportation    Obesity_Type_III
## 297.1   Sometimes Public_Transportation       Normal_Weight
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 49      Sometimes               Walking       Normal_Weight
## 618.2   Sometimes            Automobile Insufficient_Weight
## 674     Sometimes Public_Transportation Insufficient_Weight
## 95             no Public_Transportation       Normal_Weight
## 12.2    Sometimes Public_Transportation Overweight_Level_II
## 627            no            Automobile Insufficient_Weight
## 265     Sometimes            Automobile       Normal_Weight
## 1835    Sometimes Public_Transportation    Obesity_Type_III
## 995     Sometimes Public_Transportation Overweight_Level_II
## 1436.1  Sometimes Public_Transportation      Obesity_Type_I
## 924     Sometimes Public_Transportation  Overweight_Level_I
## 779     Sometimes Public_Transportation  Overweight_Level_I
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 76             no Public_Transportation Insufficient_Weight
## 1115           no            Automobile Overweight_Level_II
## 2105.1  Sometimes Public_Transportation    Obesity_Type_III
## 1558.1  Sometimes            Automobile     Obesity_Type_II
## 314     Sometimes Public_Transportation       Normal_Weight
## 1614    Sometimes            Automobile     Obesity_Type_II
## 1005           no Public_Transportation Overweight_Level_II
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 1558.2  Sometimes            Automobile     Obesity_Type_II
## 1127    Sometimes            Automobile Overweight_Level_II
## 1321    Sometimes            Automobile      Obesity_Type_I
## 992     Sometimes Public_Transportation Overweight_Level_II
## 583            no Public_Transportation Insufficient_Weight
## 1673           no Public_Transportation     Obesity_Type_II
## 657            no Public_Transportation Insufficient_Weight
## 1893    Sometimes Public_Transportation    Obesity_Type_III
## 964     Sometimes Public_Transportation  Overweight_Level_I
## 827     Sometimes            Automobile  Overweight_Level_I
## 1780           no Public_Transportation     Obesity_Type_II
## 1819    Sometimes Public_Transportation    Obesity_Type_III
## 1572    Sometimes            Automobile     Obesity_Type_II
## 662.1   Sometimes Public_Transportation Insufficient_Weight
## 36      Sometimes Public_Transportation Overweight_Level_II
## 1833    Sometimes Public_Transportation    Obesity_Type_III
## 1064           no            Automobile Overweight_Level_II
## 947.1   Sometimes Public_Transportation  Overweight_Level_I
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 381            no             Motorbike Overweight_Level_II
## 639            no            Automobile Insufficient_Weight
## 1230    Sometimes            Automobile      Obesity_Type_I
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 507     Sometimes Public_Transportation    Obesity_Type_III
## 456     Sometimes Public_Transportation       Normal_Weight
## 536            no Public_Transportation Insufficient_Weight
## 23      Sometimes            Automobile       Normal_Weight
## 7       Sometimes             Motorbike       Normal_Weight
## 2081    Sometimes Public_Transportation    Obesity_Type_III
## 1142           no Public_Transportation Overweight_Level_II
## 1863    Sometimes Public_Transportation    Obesity_Type_III
## 2096    Sometimes Public_Transportation    Obesity_Type_III
## 1616    Sometimes Public_Transportation     Obesity_Type_II
## 2059    Sometimes Public_Transportation    Obesity_Type_III
## 751     Sometimes Public_Transportation  Overweight_Level_I
## 288            no Public_Transportation       Normal_Weight
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 1610    Sometimes Public_Transportation     Obesity_Type_II
## 642     Sometimes Public_Transportation Insufficient_Weight
## 1939.1  Sometimes Public_Transportation    Obesity_Type_III
## 154            no            Automobile Overweight_Level_II
## 1082    Sometimes Public_Transportation Overweight_Level_II
## 1652    Sometimes Public_Transportation     Obesity_Type_II
## 1865    Sometimes Public_Transportation    Obesity_Type_III
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 819    Frequently Public_Transportation  Overweight_Level_I
## 1352    Sometimes            Automobile      Obesity_Type_I
## 193     Sometimes            Automobile  Overweight_Level_I
## 393.1          no Public_Transportation       Normal_Weight
## 1275           no Public_Transportation      Obesity_Type_I
## 462            no Public_Transportation      Obesity_Type_I
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 1687    Sometimes Public_Transportation     Obesity_Type_II
## 1317    Sometimes            Automobile      Obesity_Type_I
## 1334.1         no Public_Transportation      Obesity_Type_I
## 1150    Sometimes Public_Transportation Overweight_Level_II
## 283            no Public_Transportation       Normal_Weight
## 1941    Sometimes Public_Transportation    Obesity_Type_III
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 1971    Sometimes Public_Transportation    Obesity_Type_III
## 329     Sometimes               Walking       Normal_Weight
## 543     Sometimes Public_Transportation Insufficient_Weight
## 1861    Sometimes Public_Transportation    Obesity_Type_III
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 1882.1  Sometimes Public_Transportation    Obesity_Type_III
## 38      Sometimes Public_Transportation       Normal_Weight
## 1287.1         no            Automobile      Obesity_Type_I
## 369            no            Automobile Overweight_Level_II
## 1314           no Public_Transportation      Obesity_Type_I
## 622            no Public_Transportation Insufficient_Weight
## 877            no Public_Transportation  Overweight_Level_I
## 1154.1  Sometimes Public_Transportation Overweight_Level_II
## 733.1          no            Automobile Insufficient_Weight
## 955.1   Sometimes Public_Transportation  Overweight_Level_I
## 1594    Sometimes Public_Transportation     Obesity_Type_II
## 1008    Sometimes Public_Transportation Overweight_Level_II
## 1836    Sometimes Public_Transportation    Obesity_Type_III
## 1818    Sometimes Public_Transportation    Obesity_Type_III
## 1356.1  Sometimes            Automobile      Obesity_Type_I
## 9.1    Frequently Public_Transportation       Normal_Weight
## 878            no Public_Transportation  Overweight_Level_I
## 1861.1  Sometimes Public_Transportation    Obesity_Type_III
## 1376    Sometimes Public_Transportation      Obesity_Type_I
## 408     Sometimes               Walking  Overweight_Level_I
## 191     Sometimes Public_Transportation       Normal_Weight
## 294            no Public_Transportation       Normal_Weight
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1208.1         no            Automobile Overweight_Level_II
## 986.1          no Public_Transportation Overweight_Level_II
## 243.1          no            Automobile       Normal_Weight
## 1080    Sometimes Public_Transportation Overweight_Level_II
## 496            no             Motorbike       Normal_Weight
## 1042           no            Automobile Overweight_Level_II
## 1321.1  Sometimes            Automobile      Obesity_Type_I
## 1014           no            Automobile Overweight_Level_II
## 355            no Public_Transportation       Normal_Weight
## 1847    Sometimes Public_Transportation    Obesity_Type_III
## 1850.2  Sometimes Public_Transportation    Obesity_Type_III
## 1745    Sometimes Public_Transportation     Obesity_Type_II
## 568            no Public_Transportation Insufficient_Weight
## 281.1   Sometimes Public_Transportation       Normal_Weight
## 750     Sometimes Public_Transportation  Overweight_Level_I
## 295.1   Sometimes Public_Transportation      Obesity_Type_I
## 331     Sometimes Public_Transportation Insufficient_Weight
## 1923    Sometimes Public_Transportation    Obesity_Type_III
## 776            no Public_Transportation  Overweight_Level_I
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1046    Sometimes            Automobile Overweight_Level_II
## 2096.1  Sometimes Public_Transportation    Obesity_Type_III
## 1021.1         no Public_Transportation Overweight_Level_II
## 249     Sometimes            Automobile       Normal_Weight
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 499.1   Sometimes Public_Transportation    Obesity_Type_III
## 1385           no Public_Transportation      Obesity_Type_I
## 1641.2  Sometimes Public_Transportation     Obesity_Type_II
## 208     Sometimes               Walking       Normal_Weight
## 1156.1  Sometimes Public_Transportation Overweight_Level_II
## 338            no               Walking       Normal_Weight
## 1401           no Public_Transportation      Obesity_Type_I
## 1599           no Public_Transportation     Obesity_Type_II
## 68.1   Frequently            Automobile      Obesity_Type_I
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 1883.1  Sometimes Public_Transportation    Obesity_Type_III
## 1236           no Public_Transportation      Obesity_Type_I
## 1431    Sometimes            Automobile      Obesity_Type_I
## 1489    Sometimes            Automobile      Obesity_Type_I
## 71             no Public_Transportation Overweight_Level_II
## 251.1          no Public_Transportation Overweight_Level_II
## 1920    Sometimes Public_Transportation    Obesity_Type_III
## 1337    Sometimes Public_Transportation      Obesity_Type_I
## 274.1   Sometimes             Motorbike       Normal_Weight
## 1816    Sometimes Public_Transportation    Obesity_Type_III
## 796            no            Automobile  Overweight_Level_I
## 1112    Sometimes Public_Transportation Overweight_Level_II
## 1569    Sometimes            Automobile     Obesity_Type_II
## 957.1   Sometimes            Automobile  Overweight_Level_I
## 745     Sometimes Public_Transportation Insufficient_Weight
## 591     Sometimes Public_Transportation Insufficient_Weight
## 632.1   Sometimes Public_Transportation Insufficient_Weight
## 757     Sometimes            Automobile  Overweight_Level_I
## 1379    Sometimes            Automobile      Obesity_Type_I
## 1225.1         no Public_Transportation      Obesity_Type_I
## 746            no            Automobile  Overweight_Level_I
## 2018.1  Sometimes Public_Transportation    Obesity_Type_III
## 891.1          no Public_Transportation  Overweight_Level_I
## 671     Sometimes Public_Transportation Insufficient_Weight
## 264            no Public_Transportation Insufficient_Weight
## 102            no Public_Transportation       Normal_Weight
## 1338.1  Sometimes Public_Transportation      Obesity_Type_I
## 648            no Public_Transportation Insufficient_Weight
## 976    Frequently Public_Transportation  Overweight_Level_I
## 2042    Sometimes Public_Transportation    Obesity_Type_III
## 885            no Public_Transportation  Overweight_Level_I
## 1139           no Public_Transportation Overweight_Level_II
## 855     Sometimes Public_Transportation  Overweight_Level_I
## 2071    Sometimes Public_Transportation    Obesity_Type_III
## 236            no Public_Transportation       Normal_Weight
## 2075    Sometimes Public_Transportation    Obesity_Type_III
## 1297    Sometimes            Automobile      Obesity_Type_I
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1974    Sometimes Public_Transportation    Obesity_Type_III
## 1659           no Public_Transportation     Obesity_Type_II
## 1110    Sometimes            Automobile Overweight_Level_II
## 302     Sometimes Public_Transportation       Normal_Weight
## 378     Sometimes Public_Transportation       Normal_Weight
## 541     Sometimes Public_Transportation Insufficient_Weight
## 1494           no Public_Transportation      Obesity_Type_I
## 956.1   Sometimes            Automobile  Overweight_Level_I
## 1620    Sometimes Public_Transportation     Obesity_Type_II
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 1504.1         no Public_Transportation      Obesity_Type_I
## 224            no Public_Transportation       Normal_Weight
## 26             no Public_Transportation       Normal_Weight
## 1889    Sometimes Public_Transportation    Obesity_Type_III
## 632.2   Sometimes Public_Transportation Insufficient_Weight
## 298            no            Automobile  Overweight_Level_I
## 2032.1  Sometimes Public_Transportation    Obesity_Type_III
## 1715    Sometimes            Automobile     Obesity_Type_II
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 584            no Public_Transportation Insufficient_Weight
## 1657    Sometimes            Automobile     Obesity_Type_II
## 1616.1  Sometimes Public_Transportation     Obesity_Type_II
## 1553           no            Automobile     Obesity_Type_II
## 1004   Frequently            Automobile Overweight_Level_II
## 1645    Sometimes Public_Transportation     Obesity_Type_II
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 1542    Sometimes            Automobile     Obesity_Type_II
## 1682    Sometimes            Automobile     Obesity_Type_II
## 119     Sometimes Public_Transportation       Normal_Weight
## 1074           no Public_Transportation Overweight_Level_II
## 1599.1         no Public_Transportation     Obesity_Type_II
## 633     Sometimes Public_Transportation Insufficient_Weight
## 847     Sometimes Public_Transportation  Overweight_Level_I
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 1744    Sometimes Public_Transportation     Obesity_Type_II
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 1667.1         no Public_Transportation     Obesity_Type_II
## 1466    Sometimes Public_Transportation      Obesity_Type_I
## 1256           no Public_Transportation      Obesity_Type_I
## 1419    Sometimes            Automobile      Obesity_Type_I
## 359    Frequently            Automobile     Obesity_Type_II
## 305.1   Sometimes Public_Transportation  Overweight_Level_I
## 735     Sometimes Public_Transportation Insufficient_Weight
## 905     Sometimes Public_Transportation  Overweight_Level_I
## 1149   Frequently            Automobile Overweight_Level_II
## 1421.2  Sometimes            Automobile      Obesity_Type_I
## 1794.2         no Public_Transportation     Obesity_Type_II
## 542     Sometimes Public_Transportation Insufficient_Weight
## 1385.1         no Public_Transportation      Obesity_Type_I
## 633.1   Sometimes Public_Transportation Insufficient_Weight
## 827.1   Sometimes            Automobile  Overweight_Level_I
## 996     Sometimes Public_Transportation Overweight_Level_II
## 731            no            Automobile Insufficient_Weight
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 1677.1  Sometimes Public_Transportation     Obesity_Type_II
## 1508           no Public_Transportation      Obesity_Type_I
## 2109    Sometimes Public_Transportation    Obesity_Type_III
## 362            no Public_Transportation      Obesity_Type_I
## 430     Sometimes            Automobile       Normal_Weight
## 741     Sometimes Public_Transportation Insufficient_Weight
## 481.1   Sometimes Public_Transportation       Normal_Weight
## 1757.1  Sometimes Public_Transportation     Obesity_Type_II
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 86             no Public_Transportation       Normal_Weight
## 1887.2  Sometimes Public_Transportation    Obesity_Type_III
## 1167           no Public_Transportation Overweight_Level_II
## 906     Sometimes Public_Transportation  Overweight_Level_I
## 1363    Sometimes Public_Transportation      Obesity_Type_I
## 437.1  Frequently            Automobile       Normal_Weight
## 812.1   Sometimes Public_Transportation  Overweight_Level_I
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 441            no            Automobile       Normal_Weight
## 142    Frequently Public_Transportation       Normal_Weight
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 1338.2  Sometimes Public_Transportation      Obesity_Type_I
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 1205           no            Automobile Overweight_Level_II
## 764     Sometimes Public_Transportation  Overweight_Level_I
## 1079    Sometimes Public_Transportation Overweight_Level_II
## 852.1   Sometimes Public_Transportation  Overweight_Level_I
## 1340    Sometimes Public_Transportation      Obesity_Type_I
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 590     Sometimes Public_Transportation Insufficient_Weight
## 14.1   Frequently            Automobile      Obesity_Type_I
## 818     Sometimes Public_Transportation  Overweight_Level_I
## 370.1   Sometimes Public_Transportation Overweight_Level_II
## 2006    Sometimes Public_Transportation    Obesity_Type_III
## 1734    Sometimes            Automobile     Obesity_Type_II
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 1818.1  Sometimes Public_Transportation    Obesity_Type_III
## 1300           no Public_Transportation      Obesity_Type_I
## 1494.1         no Public_Transportation      Obesity_Type_I
## 1080.1  Sometimes Public_Transportation Overweight_Level_II
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 709     Sometimes Public_Transportation Insufficient_Weight
## 132            no Public_Transportation       Normal_Weight
## 1472    Sometimes Public_Transportation      Obesity_Type_I
## 1746    Sometimes Public_Transportation     Obesity_Type_II
## 1826    Sometimes Public_Transportation    Obesity_Type_III
## 1735.1  Sometimes            Automobile     Obesity_Type_II
## 896.1   Sometimes Public_Transportation  Overweight_Level_I
## 54             no Public_Transportation       Normal_Weight
## 532.1   Sometimes            Automobile Insufficient_Weight
## 1158   Frequently Public_Transportation Overweight_Level_II
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 1602.1  Sometimes            Automobile     Obesity_Type_II
## 627.1          no            Automobile Insufficient_Weight
## 1328.1  Sometimes            Automobile      Obesity_Type_I
## 441.1          no            Automobile       Normal_Weight
## 2071.1  Sometimes Public_Transportation    Obesity_Type_III
## 666.1          no Public_Transportation Insufficient_Weight
## 1767    Sometimes Public_Transportation     Obesity_Type_II
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 2075.1  Sometimes Public_Transportation    Obesity_Type_III
## 2       Sometimes Public_Transportation       Normal_Weight
## 1425   Frequently            Automobile      Obesity_Type_I
## 1230.1  Sometimes            Automobile      Obesity_Type_I
## 1628           no            Automobile     Obesity_Type_II
## 140            no Public_Transportation       Normal_Weight
## 1657.1  Sometimes            Automobile     Obesity_Type_II
## 1175    Sometimes            Automobile Overweight_Level_II
## 1695    Sometimes            Automobile     Obesity_Type_II
## 1028           no            Automobile Overweight_Level_II
## 230            no            Automobile     Obesity_Type_II
## 797.1   Sometimes            Automobile  Overweight_Level_I
## 334            no            Automobile       Normal_Weight
## 990            no Public_Transportation Overweight_Level_II
## 1238   Frequently            Automobile      Obesity_Type_I
## 1009    Sometimes Public_Transportation Overweight_Level_II
## 1904    Sometimes Public_Transportation    Obesity_Type_III
## 2057.2  Sometimes Public_Transportation    Obesity_Type_III
## 1195.1  Sometimes Public_Transportation Overweight_Level_II
## 1314.1         no Public_Transportation      Obesity_Type_I
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 524     Sometimes Public_Transportation Insufficient_Weight
## 1442.1  Sometimes            Automobile      Obesity_Type_I
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 1126.1         no Public_Transportation Overweight_Level_II
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 926     Sometimes            Automobile  Overweight_Level_I
## 1878    Sometimes Public_Transportation    Obesity_Type_III
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 1195.2  Sometimes Public_Transportation Overweight_Level_II
## 1231           no Public_Transportation      Obesity_Type_I
## 1674           no Public_Transportation     Obesity_Type_II
## 350     Sometimes Public_Transportation      Obesity_Type_I
## 539     Sometimes Public_Transportation Insufficient_Weight
## 206    Frequently Public_Transportation      Obesity_Type_I
## 183            no Public_Transportation Insufficient_Weight
## 354.1   Sometimes            Automobile       Normal_Weight
## 119.1   Sometimes Public_Transportation       Normal_Weight
## 1981    Sometimes Public_Transportation    Obesity_Type_III
## 393.2          no Public_Transportation       Normal_Weight
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 1930    Sometimes Public_Transportation    Obesity_Type_III
## 1567    Sometimes Public_Transportation     Obesity_Type_II
## 1424   Frequently            Automobile      Obesity_Type_I
## 1672           no Public_Transportation     Obesity_Type_II
## 149     Sometimes            Automobile       Normal_Weight
## 1953.1  Sometimes Public_Transportation    Obesity_Type_III
## 817.1   Sometimes Public_Transportation  Overweight_Level_I
## 2014    Sometimes Public_Transportation    Obesity_Type_III
## 1806    Sometimes Public_Transportation    Obesity_Type_III
## 981            no Public_Transportation Overweight_Level_II
## 924.1   Sometimes Public_Transportation  Overweight_Level_I
## 1887.3  Sometimes Public_Transportation    Obesity_Type_III
## 76.1           no Public_Transportation Insufficient_Weight
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 1108           no            Automobile Overweight_Level_II
## 1346           no Public_Transportation      Obesity_Type_I
## 419     Sometimes Public_Transportation      Obesity_Type_I
## 1290.1         no Public_Transportation      Obesity_Type_I
## 1592           no Public_Transportation     Obesity_Type_II
## 2.1     Sometimes Public_Transportation       Normal_Weight
## 707     Sometimes Public_Transportation Insufficient_Weight
## 1168.1         no Public_Transportation Overweight_Level_II
## 553.1   Sometimes Public_Transportation Insufficient_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 1936    Sometimes Public_Transportation    Obesity_Type_III
## 195            no Public_Transportation      Obesity_Type_I
## 221.1  Frequently Public_Transportation  Overweight_Level_I
## 1997    Sometimes Public_Transportation    Obesity_Type_III
## 1635    Sometimes            Automobile     Obesity_Type_II
## 705            no Public_Transportation Insufficient_Weight
## 624            no Public_Transportation Insufficient_Weight
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 362.1          no Public_Transportation      Obesity_Type_I
## 1866.1  Sometimes Public_Transportation    Obesity_Type_III
## 1782           no Public_Transportation     Obesity_Type_II
## 105     Sometimes            Automobile      Obesity_Type_I
## 1577.2  Sometimes            Automobile     Obesity_Type_II
## 872     Sometimes            Automobile  Overweight_Level_I
## 1108.1         no            Automobile Overweight_Level_II
## 941     Sometimes Public_Transportation  Overweight_Level_I
## 358.1          no            Automobile       Normal_Weight
## 533.2   Sometimes            Automobile Insufficient_Weight
## 1677.2  Sometimes Public_Transportation     Obesity_Type_II
## 1907.1  Sometimes Public_Transportation    Obesity_Type_III
## 152     Sometimes            Automobile       Normal_Weight
## 440.1   Sometimes Public_Transportation       Normal_Weight
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 2068    Sometimes Public_Transportation    Obesity_Type_III
## 199            no Public_Transportation Insufficient_Weight
## 118            no Public_Transportation Overweight_Level_II
## 1637    Sometimes Public_Transportation     Obesity_Type_II
## 433            no Public_Transportation       Normal_Weight
## 655            no Public_Transportation Insufficient_Weight
## 1865.1  Sometimes Public_Transportation    Obesity_Type_III
## 1072           no Public_Transportation Overweight_Level_II
## 1973.1  Sometimes Public_Transportation    Obesity_Type_III
## 282     Sometimes Public_Transportation       Normal_Weight
## 883            no            Automobile  Overweight_Level_I
## 1392    Sometimes Public_Transportation      Obesity_Type_I
## 449     Sometimes Public_Transportation     Obesity_Type_II
## 640     Sometimes Public_Transportation Insufficient_Weight
## 364     Sometimes Public_Transportation       Normal_Weight
## 1132.1         no Public_Transportation Overweight_Level_II
## 892.1   Sometimes Public_Transportation  Overweight_Level_I
## 73             no Public_Transportation       Normal_Weight
## 469     Sometimes Public_Transportation Insufficient_Weight
## 1709           no Public_Transportation     Obesity_Type_II
## 588     Sometimes Public_Transportation Insufficient_Weight
## 1340.1  Sometimes Public_Transportation      Obesity_Type_I
## 1282   Frequently            Automobile      Obesity_Type_I
## 716            no            Automobile Insufficient_Weight
## 1979    Sometimes Public_Transportation    Obesity_Type_III
## 1556           no Public_Transportation     Obesity_Type_II
## 1204.1         no Public_Transportation Overweight_Level_II
## 813     Sometimes Public_Transportation  Overweight_Level_I
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 1253    Sometimes Public_Transportation      Obesity_Type_I
## 1733    Sometimes            Automobile     Obesity_Type_II
## 665            no Public_Transportation Insufficient_Weight
## 398            no Public_Transportation       Normal_Weight
## 1876    Sometimes Public_Transportation    Obesity_Type_III
## 673     Sometimes Public_Transportation Insufficient_Weight
## 1270    Sometimes Public_Transportation      Obesity_Type_I
## 1413    Sometimes Public_Transportation      Obesity_Type_I
## 1688    Sometimes Public_Transportation     Obesity_Type_II
## 1089           no            Automobile Overweight_Level_II
## 528.1   Sometimes Public_Transportation Insufficient_Weight
## 88             no Public_Transportation  Overweight_Level_I
## 1490    Sometimes            Automobile      Obesity_Type_I
## 53             no Public_Transportation       Normal_Weight
## 1729.1  Sometimes Public_Transportation     Obesity_Type_II
## 619.1          no Public_Transportation Insufficient_Weight
## 290.1   Sometimes            Automobile       Normal_Weight
## 271.1   Sometimes Public_Transportation      Obesity_Type_I
## 146     Sometimes Public_Transportation  Overweight_Level_I
## 176            no Public_Transportation       Normal_Weight
## 1336.1  Sometimes Public_Transportation      Obesity_Type_I
## 2050    Sometimes Public_Transportation    Obesity_Type_III
## 750.1   Sometimes Public_Transportation  Overweight_Level_I
## 1515           no            Automobile     Obesity_Type_II
## 1138           no Public_Transportation Overweight_Level_II
## 292            no               Walking Insufficient_Weight
## 2000    Sometimes Public_Transportation    Obesity_Type_III
## 1449           no Public_Transportation      Obesity_Type_I
## 1991.1  Sometimes Public_Transportation    Obesity_Type_III
## 133    Frequently Public_Transportation       Normal_Weight
## 1103    Sometimes Public_Transportation Overweight_Level_II
## 76.2           no Public_Transportation Insufficient_Weight
## 2105.2  Sometimes Public_Transportation    Obesity_Type_III
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1389           no            Automobile      Obesity_Type_I
## 1710.1         no Public_Transportation     Obesity_Type_II
## 2066    Sometimes Public_Transportation    Obesity_Type_III
## 1897    Sometimes Public_Transportation    Obesity_Type_III
## 795     Sometimes Public_Transportation  Overweight_Level_I
## 718            no            Automobile Insufficient_Weight
## 1385.2         no Public_Transportation      Obesity_Type_I
## 1590    Sometimes            Automobile     Obesity_Type_II
## 1430    Sometimes            Automobile      Obesity_Type_I
## 1300.1         no Public_Transportation      Obesity_Type_I
## 1917    Sometimes Public_Transportation    Obesity_Type_III
## 1788.1  Sometimes Public_Transportation     Obesity_Type_II
## 1063           no            Automobile Overweight_Level_II
## 408.1   Sometimes               Walking  Overweight_Level_I
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 1316    Sometimes            Automobile      Obesity_Type_I
## 1501.2         no            Automobile      Obesity_Type_I
## 1357    Sometimes            Automobile      Obesity_Type_I
## 766     Sometimes            Automobile  Overweight_Level_I
## 2059.1  Sometimes Public_Transportation    Obesity_Type_III
## 1811.1  Sometimes Public_Transportation    Obesity_Type_III
## 928     Sometimes Public_Transportation  Overweight_Level_I
## 145.1   Sometimes Public_Transportation  Overweight_Level_I
## 61      Sometimes Public_Transportation       Normal_Weight
## 2060    Sometimes Public_Transportation    Obesity_Type_III
## 1627.1  Sometimes Public_Transportation     Obesity_Type_II
## 1306           no            Automobile      Obesity_Type_I
## 1030    Sometimes            Automobile Overweight_Level_II
## 1170.1  Sometimes Public_Transportation Overweight_Level_II
## 922.1   Sometimes Public_Transportation  Overweight_Level_I
## 2052    Sometimes Public_Transportation    Obesity_Type_III
## 820     Sometimes Public_Transportation  Overweight_Level_I
## 197     Sometimes                  Bike       Normal_Weight
## 2071.2  Sometimes Public_Transportation    Obesity_Type_III
## 698            no Public_Transportation Insufficient_Weight
## 1686    Sometimes Public_Transportation     Obesity_Type_II
## 80      Sometimes Public_Transportation       Normal_Weight
## 375     Sometimes            Automobile       Normal_Weight
## 1229    Sometimes            Automobile      Obesity_Type_I
## 426     Sometimes Public_Transportation       Normal_Weight
## 1949    Sometimes Public_Transportation    Obesity_Type_III
## 1198           no            Automobile Overweight_Level_II
## 1045.1  Sometimes Public_Transportation Overweight_Level_II
## 803     Sometimes Public_Transportation  Overweight_Level_I
## 814     Sometimes            Automobile  Overweight_Level_I
## 584.1          no Public_Transportation Insufficient_Weight
## 1267    Sometimes            Automobile      Obesity_Type_I
## 964.1   Sometimes Public_Transportation  Overweight_Level_I
## 2047.1  Sometimes Public_Transportation    Obesity_Type_III
## 159     Sometimes            Automobile  Overweight_Level_I
## 243.2          no            Automobile       Normal_Weight
## 153     Sometimes            Automobile  Overweight_Level_I
## 143    Frequently            Automobile      Obesity_Type_I
## 206.1  Frequently Public_Transportation      Obesity_Type_I
## 1620.1  Sometimes Public_Transportation     Obesity_Type_II
## 298.1          no            Automobile  Overweight_Level_I
## 2090    Sometimes Public_Transportation    Obesity_Type_III
## 750.2   Sometimes Public_Transportation  Overweight_Level_I
## 161     Sometimes Public_Transportation       Normal_Weight
## 246     Sometimes            Automobile Insufficient_Weight
## 596            no            Automobile Insufficient_Weight
## 1816.1  Sometimes Public_Transportation    Obesity_Type_III
## 1628.1         no            Automobile     Obesity_Type_II
## 1837    Sometimes Public_Transportation    Obesity_Type_III
## 1842    Sometimes Public_Transportation    Obesity_Type_III
## 1839    Sometimes Public_Transportation    Obesity_Type_III
## 910     Sometimes Public_Transportation  Overweight_Level_I
## 1194    Sometimes Public_Transportation Overweight_Level_II
## 628     Sometimes Public_Transportation Insufficient_Weight
## 1622           no Public_Transportation     Obesity_Type_II
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 2091.1  Sometimes Public_Transportation    Obesity_Type_III
## 80.1    Sometimes Public_Transportation       Normal_Weight
## 746.1          no            Automobile  Overweight_Level_I
## 1635.1  Sometimes            Automobile     Obesity_Type_II
## 193.1   Sometimes            Automobile  Overweight_Level_I
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 1191    Sometimes            Automobile Overweight_Level_II
## 736     Sometimes Public_Transportation Insufficient_Weight
## 1389.1         no            Automobile      Obesity_Type_I
## 430.1   Sometimes            Automobile       Normal_Weight
## 661     Sometimes Public_Transportation Insufficient_Weight
## 314.1   Sometimes Public_Transportation       Normal_Weight
## 1285           no Public_Transportation      Obesity_Type_I
## 662.2   Sometimes Public_Transportation Insufficient_Weight
## 1736.1  Sometimes Public_Transportation     Obesity_Type_II
## 1086   Frequently            Automobile Overweight_Level_II
## 637.1   Sometimes Public_Transportation Insufficient_Weight
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 767.1   Sometimes            Automobile  Overweight_Level_I
## 910.1   Sometimes Public_Transportation  Overweight_Level_I
## 1895.1  Sometimes Public_Transportation    Obesity_Type_III
## 625     Sometimes Public_Transportation Insufficient_Weight
## 1672.1         no Public_Transportation     Obesity_Type_II
## 1619           no            Automobile     Obesity_Type_II
## 703            no            Automobile Insufficient_Weight
## 492.1   Sometimes Public_Transportation       Normal_Weight
## 550.1          no Public_Transportation Insufficient_Weight
## 1715.1  Sometimes            Automobile     Obesity_Type_II
## 283.1          no Public_Transportation       Normal_Weight
## 1148.1  Sometimes Public_Transportation Overweight_Level_II
## 1800    Sometimes Public_Transportation    Obesity_Type_III
## 1280    Sometimes Public_Transportation      Obesity_Type_I
## 765     Sometimes Public_Transportation  Overweight_Level_I
## 915.1   Sometimes Public_Transportation  Overweight_Level_I
## 2046    Sometimes Public_Transportation    Obesity_Type_III
## 1912    Sometimes Public_Transportation    Obesity_Type_III
## 1240           no Public_Transportation      Obesity_Type_I
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1369           no Public_Transportation      Obesity_Type_I
## 1507           no Public_Transportation      Obesity_Type_I
## 2016.1  Sometimes Public_Transportation    Obesity_Type_III
## 446.1   Sometimes Public_Transportation       Normal_Weight
## 768.1   Sometimes Public_Transportation  Overweight_Level_I
## 1037    Sometimes Public_Transportation Overweight_Level_II
## 1672.2         no Public_Transportation     Obesity_Type_II
## 419.1   Sometimes Public_Transportation      Obesity_Type_I
## 1527    Sometimes            Automobile     Obesity_Type_II
## 1709.1         no Public_Transportation     Obesity_Type_II
## 303     Sometimes               Walking Insufficient_Weight
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1275.1         no Public_Transportation      Obesity_Type_I
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 141     Sometimes Public_Transportation Insufficient_Weight
## 118.1          no Public_Transportation Overweight_Level_II
## 1474           no Public_Transportation      Obesity_Type_I
## 1248           no Public_Transportation      Obesity_Type_I
## 625.1   Sometimes Public_Transportation Insufficient_Weight
## 1820    Sometimes Public_Transportation    Obesity_Type_III
## 60             no Public_Transportation Insufficient_Weight
## 
## $DF_17
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 1862   Female 25.65323 1.664940 110.92217                            yes  yes
## 202    Female 41.00000 1.540000  80.00000                            yes  yes
## 1220     Male 24.07952 1.733439  97.91187                            yes  yes
## 30       Male 23.00000 1.680000  70.00000                             no  yes
## 465      Male 18.00000 1.930000  86.00000                             no   no
## 232    Female 21.00000 1.630000  66.00000                            yes  yes
## 1275   Female 18.00000 1.609321  84.49316                            yes  yes
## 1104     Male 18.88485 1.699667  79.67793                            yes   no
## 98     Female 21.00000 1.520000  42.00000                             no   no
## 1797     Male 20.91437 1.644751 101.06799                            yes  yes
## 725    Female 18.65691 1.574017  41.22017                             no  yes
## 761    Female 36.76965 1.550000  62.33772                            yes  yes
## 1967   Female 24.06387 1.737313 133.16660                            yes  yes
## 1587     Male 25.50903 1.772190 114.09766                            yes  yes
## 690    Female 16.83481 1.744020  50.00000                             no  yes
## 897      Male 21.00829 1.621412  70.00000                             no  yes
## 1948   Female 20.60122 1.738717 128.11416                            yes  yes
## 1121     Male 23.80679 1.732492  84.55780                            yes  yes
## 1789     Male 24.05331 1.872561 121.47108                            yes  yes
## 583    Female 22.92635 1.715597  50.00000                            yes  yes
## 103    Female 21.00000 1.550000  57.00000                             no  yes
## 2060   Female 26.00000 1.629727 111.27565                            yes  yes
## 509      Male 17.18875 1.771915  55.69504                            yes  yes
## 1580     Male 22.90888 1.876898 121.27783                            yes  yes
## 277      Male 16.00000 1.670000  50.00000                            yes  yes
## 1252   Female 18.26770 1.706343  93.34884                            yes  yes
## 1568     Male 30.52085 1.784049 120.64418                            yes  yes
## 1916   Female 26.00000 1.616975 104.84622                            yes  yes
## 900      Male 21.05289 1.694633  75.05220                            yes  yes
## 1530     Male 41.00000 1.750000 116.59435                            yes  yes
## 1995   Female 21.28224 1.748951 133.66258                            yes  yes
## 1712     Male 28.98624 1.758618 113.50155                            yes  yes
## 1273     Male 24.73331 1.639383  91.26709                            yes  yes
## 1595     Male 24.40881 1.779547 118.74004                            yes  yes
## 510      Male 22.28502 1.753760  55.87926                            yes  yes
## 1639     Male 32.29016 1.754956 120.09881                            yes  yes
## 2078   Female 19.36434 1.808350 150.51648                            yes  yes
## 1266     Male 17.67390 1.738465  97.18547                            yes  yes
## 1060   Female 34.20441 1.664927  80.38608                            yes  yes
## 238    Female 19.00000 1.640000  53.00000                            yes  yes
## 214      Male 21.00000 1.800000  62.00000                            yes  yes
## 1626     Male 25.34140 1.786997 115.02536                            yes  yes
## 1447     Male 21.79739 1.775584 103.60590                            yes  yes
## 27       Male 21.00000 1.700000  65.00000                            yes  yes
## 1102     Male 46.49186 1.718097  88.60088                            yes  yes
## 415      Male 33.00000 1.830000 113.00000                            yes  yes
## 1726     Male 30.63894 1.680489 102.00455                            yes  yes
## 853    Female 21.01662 1.755427  78.30008                            yes  yes
## 1213     Male 39.75957 1.792507 101.78010                            yes  yes
## 1007     Male 25.63245 1.836943  96.19266                            yes  yes
## 1293     Male 23.88757 1.657995  90.00000                            yes  yes
## 673      Male 18.03842 1.698914  51.69227                            yes  yes
## 281      Male 21.00000 1.750000  62.00000                             no  yes
## 345      Male 18.00000 1.870000 173.00000                            yes  yes
## 156    Female 31.00000 1.680000  63.00000                            yes  yes
## 85       Male 25.00000 1.700000  83.00000                            yes  yes
## 1291     Male 22.97553 1.701986  95.00000                            yes  yes
## 1970   Female 25.95500 1.592529 102.87455                            yes  yes
## 196      Male 19.00000 1.800000  85.00000                            yes  yes
## 1994   Female 21.02899 1.748524 133.87884                            yes  yes
## 604    Female 19.48304 1.537770  42.00000                             no  yes
## 1864   Female 19.17614 1.666194 124.80587                            yes  yes
## 950      Male 23.00000 1.701584  75.09357                            yes  yes
## 1165   Female 27.75719 1.505437  63.89207                            yes   no
## 1532     Male 23.26006 1.849003 121.41474                            yes  yes
## 1605     Male 24.52188 1.623278  97.58296                            yes  yes
## 2085   Female 25.12791 1.668537 112.55546                            yes  yes
## 1181     Male 17.99701 1.742654  85.00000                            yes   no
## 1013   Female 26.59589 1.660756  78.57479                            yes  yes
## 1908   Female 21.84065 1.747479 136.51665                            yes  yes
## 2041   Female 25.98226 1.629225 104.83843                            yes  yes
## 1596     Male 24.44301 1.873368 121.82962                            yes  yes
## 1231     Male 23.00000 1.706525  90.50006                            yes  yes
## 1573     Male 28.82528 1.815347 120.39976                            yes  yes
## 1620     Male 21.72151 1.849998 122.11968                            yes  yes
## 423      Male 19.00000 1.750000  58.00000                             no  yes
## 736      Male 18.00000 1.739344  50.95144                            yes  yes
## 589    Female 18.53084 1.573816  39.85014                             no  yes
## 1135   Female 21.00128 1.517998  64.69625                            yes   no
## 1631     Male 30.40320 1.696365 102.81598                            yes  yes
## 1877   Female 19.72572 1.746529 129.36377                            yes  yes
## 84     Female 19.00000 1.600000  45.00000                             no   no
## 1598     Male 24.00749 1.617655 100.94136                            yes  yes
## 2028   Female 18.20634 1.807406 141.79943                            yes  yes
## 1095   Female 25.29320 1.503379  64.34246                            yes   no
## 1714     Male 27.39412 1.764138 112.32321                            yes  yes
## 303      Male 16.00000 1.840000  45.00000                            yes  yes
## 511    Female 22.00000 1.675446  51.15420                            yes  yes
## 103.1  Female 21.00000 1.550000  57.00000                             no  yes
## 1339   Female 21.10606 1.722884  92.94925                            yes  yes
## 1079     Male 29.21602 1.752265  88.09606                            yes  yes
## 258      Male 19.00000 1.850000 115.00000                             no   no
## 1543     Male 36.54288 1.750000 119.43465                            yes  yes
## 1967.1 Female 24.06387 1.737313 133.16660                            yes  yes
## 1732     Male 30.55496 1.779136 120.60094                            yes  yes
## 2066   Female 21.67447 1.719780 132.26256                            yes  yes
## 1114     Male 18.00000 1.742819  86.56515                            yes  yes
## 1132   Female 24.32015 1.577921  65.29318                            yes   no
## 1471     Male 18.00000 1.799779 108.93457                            yes  yes
## 776      Male 18.12821 1.778447  80.27381                            yes  yes
## 639      Male 17.49127 1.834637  59.99086                            yes  yes
## 1503     Male 27.96877 1.673767  89.99503                            yes  yes
## 1993   Female 21.76073 1.735810 135.34668                            yes  yes
## 105    Female 38.00000 1.560000  80.00000                            yes  yes
## 487      Male 23.00000 1.750000  75.00000                             no  yes
## 919    Female 21.99612 1.730199  78.99706                            yes  yes
## 2073   Female 18.42348 1.735461 126.79817                            yes  yes
## 550    Female 29.97045 1.610863  49.51603                            yes  yes
## 67       Male 23.00000 1.800000  90.00000                            yes  yes
## 1511   Female 18.94596 1.605469  82.03900                            yes  yes
## 1210     Male 25.92975 1.772449 105.00000                            yes  yes
## 1869   Female 26.00000 1.638836 110.97048                            yes  yes
## 1077     Male 24.06894 1.706912  85.74373                            yes  yes
## 655    Female 22.32904 1.598393  44.91826                             no   no
## 437    Female 18.00000 1.560000  55.00000                             no  yes
## 200    Female 23.00000 1.660000  60.00000                            yes  yes
## 1209   Female 45.82127 1.687326  80.41400                            yes  yes
## 416      Male 14.00000 1.710000  72.00000                            yes  yes
## 1808   Female 22.39251 1.655630 121.20517                            yes  yes
## 1342     Male 21.01666 1.790172 105.04219                            yes  yes
## 1841   Female 21.05111 1.753266 133.85243                            yes  yes
## 1380     Male 38.74831 1.782067 103.58634                            yes  yes
## 1046     Male 34.24315 1.843172  92.69551                            yes  yes
## 1798     Male 25.51205 1.660761 104.32146                            yes  yes
## 1411   Female 18.90751 1.650000  82.01831                            yes  yes
## 753      Male 21.14243 1.855353  86.41339                            yes  yes
## 1087     Male 34.20461 1.719509  84.41652                            yes  yes
## 172      Male 18.00000 1.600000  58.00000                            yes  yes
## 574    Female 18.02485 1.700000  50.00000                             no  yes
## 342      Male 20.00000 1.600000  50.00000                             no   no
## 1224   Female 37.35629 1.559499  77.26813                            yes  yes
## 1148   Female 23.62916 1.700020  80.42043                            yes  yes
## 2104   Female 21.01685 1.724268 133.03352                            yes  yes
## 2047   Female 25.89555 1.626179 110.07402                            yes  yes
## 1545     Male 23.96365 1.792998 116.10262                            yes  yes
## 1191     Male 31.54075 1.828092  91.49572                            yes  yes
## 469    Female 20.00000 1.620000  45.00000                             no  yes
## 23     Female 22.00000 1.650000  60.00000                            yes  yes
## 301      Male 26.00000 1.700000  70.00000                             no  yes
## 1806   Female 25.90228 1.678658 104.95483                            yes  yes
## 769      Male 19.63795 1.809101  85.00000                            yes  yes
## 403      Male 27.00000 1.830000  99.00000                            yes  yes
## 182    Female 23.00000 1.680000  67.00000                            yes  yes
## 1124     Male 22.73041 1.758687  89.67365                            yes  yes
## 845    Female 21.68741 1.604697  68.01647                            yes  yes
## 1288   Female 22.51879 1.634342  82.41448                            yes  yes
## 1664     Male 24.07997 1.619810  98.54302                            yes  yes
## 452      Male 19.00000 1.700000  65.00000                            yes   no
## 1237     Male 21.72127 1.712163  98.69997                            yes  yes
## 2098   Female 25.99672 1.626580 105.03720                            yes  yes
## 857    Female 27.89978 1.700000  74.24400                            yes  yes
## 1062     Male 23.38437 1.725587  82.48021                            yes  yes
## 392    Female 18.00000 1.700000  50.00000                             no   no
## 135      Male 30.00000 1.770000 109.00000                            yes  yes
## 1625     Male 29.24627 1.758038 112.39531                            yes  yes
## 1306   Female 43.59200 1.595165  77.35474                            yes  yes
## 1138   Female 19.09002 1.562434  70.44277                            yes   no
## 463      Male 27.00000 1.720000  88.00000                            yes  yes
## 1665     Male 26.94779 1.647807  99.59222                            yes  yes
## 922      Male 21.00000 1.620000  70.00000                             no  yes
## 415.1    Male 33.00000 1.830000 113.00000                            yes  yes
## 107    Female 25.00000 1.570000  55.00000                             no  yes
## 2019   Female 25.90783 1.623113 102.55569                            yes  yes
## 1131   Female 22.98985 1.650000  80.00000                            yes  yes
## 1884   Female 26.00000 1.631332 111.82996                            yes  yes
## 1522     Male 26.22544 1.773664 116.16033                            yes  yes
## 2021   Female 25.99315 1.609401 104.85493                            yes  yes
## 2053   Female 21.63598 1.748106 133.25903                            yes  yes
## 1884.1 Female 26.00000 1.631332 111.82996                            yes  yes
## 1018   Female 42.18902 1.647768  79.16531                            yes  yes
## 1420     Male 31.78352 1.672959  90.00000                            yes  yes
## 1977   Female 26.00000 1.648143 111.95011                            yes  yes
## 1667     Male 22.78940 1.641870 104.27006                            yes  yes
## 1669     Male 30.00336 1.758355 112.00710                            yes  yes
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## 2036.1 Female 26.00000 1.621167 104.94770                            yes  yes
## 1846.1 Female 22.84636 1.757442 133.36509                            yes  yes
## 1763     Male 30.44408 1.761068 118.37063                            yes  yes
## 76     Female 23.00000 1.630000  45.00000                            yes   no
## 1970.1 Female 25.95500 1.592529 102.87455                            yes  yes
## 2098.1 Female 25.99672 1.626580 105.03720                            yes  yes
## 1585.1   Male 30.57734 1.868923 125.06426                            yes  yes
## 562.1  Female 17.08287 1.640824  43.36500                             no  yes
## 1295   Female 23.00000 1.628168  84.49798                            yes  yes
## 816.1    Male 21.08651 1.863685  89.55885                            yes  yes
## 1021   Female 25.48338 1.565288  64.84863                            yes   no
## 2076   Female 21.33018 1.747987 147.29619                            yes  yes
## 335    Female 18.00000 1.450000  53.00000                             no  yes
## 382.2    Male 21.00000 1.800000  75.00000                            yes  yes
## 750.1    Male 21.00000 1.617469  68.86979                             no  yes
## 165      Male 35.00000 1.770000  85.00000                            yes   no
## 2097   Female 25.95501 1.626449 104.87960                            yes  yes
## 1353.2 Female 38.09875 1.598448  80.00000                            yes  yes
## 540    Female 18.54053 1.564568  41.39738                             no  yes
## 1964   Female 20.84861 1.726606 131.76807                            yes  yes
## 658    Female 19.05283 1.546551  42.06999                             no  yes
## 1476     Male 22.20078 1.769328 105.00058                            yes  yes
## 1431     Male 37.93604 1.785957  99.19929                            yes  yes
## 1122   Female 39.39257 1.706349  85.72079                            yes  yes
## 1959   Female 26.00000 1.643167 111.89423                            yes  yes
## 865      Male 23.24541 1.707968  75.38372                            yes  yes
## 1531     Male 27.83173 1.704028 101.63431                            yes  yes
## 150    Female 32.00000 1.670000  90.00000                            yes  yes
## 659.1  Female 19.59904 1.566501  41.70628                             no  yes
## 233    Female 51.00000 1.590000  50.00000                            yes   no
## 29.1     Male 19.00000 1.750000  76.00000                            yes  yes
## 1164.2   Male 21.47308 1.694423  80.31127                            yes  yes
## 589.1  Female 18.53084 1.573816  39.85014                             no  yes
## 1220.1   Male 24.07952 1.733439  97.91187                            yes  yes
## 1594     Male 23.47007 1.842906 121.14253                            yes  yes
## 658.1  Female 19.05283 1.546551  42.06999                             no  yes
## 1843   Female 26.00000 1.641098 111.81834                            yes  yes
## 185.2    Male 21.00000 1.620000  70.00000                             no  yes
## 575    Female 19.83368 1.699464  49.67605                             no  yes
## 185.3    Male 21.00000 1.620000  70.00000                             no  yes
## 1063   Female 43.23840 1.733875  86.94538                            yes  yes
## 1805   Female 26.00000 1.600762 105.44826                            yes  yes
## 287    Female 21.00000 1.600000  61.00000                             no  yes
## 877.1  Female 16.09323 1.608914  65.00000                            yes  yes
## 816.2    Male 21.08651 1.863685  89.55885                            yes  yes
## 2030   Female 20.43848 1.805803 153.14949                            yes  yes
## 267    Female 39.00000 1.650000  50.00000                             no  yes
## 734      Male 18.00000 1.707259  50.66446                            yes  yes
## 9        Male 24.00000 1.780000  64.00000                            yes  yes
## 1574     Male 25.88375 1.767077 114.13315                            yes  yes
## 626      Male 18.00000 1.788459  51.55259                             no  yes
## 215      Male 21.00000 1.650000  53.00000                            yes  yes
## 1376     Male 26.01545 1.829907 105.43617                            yes  yes
## 1346   Female 19.43166 1.631662  82.00000                            yes  yes
## 1485.2 Female 37.47168 1.549812  76.08252                            yes  yes
## 186    Female 31.00000 1.620000  68.00000                             no   no
## 1632.1   Male 29.68749 1.909198 129.67913                            yes  yes
## 1350     Male 19.52470 1.942725 121.65798                            yes  yes
## 1990.1 Female 26.00000 1.626503 110.81876                            yes  yes
## 149    Female 27.00000 1.600000  61.00000                             no  yes
## 1003     Male 24.10871 1.700000  80.76141                            yes  yes
## 539    Female 18.76603 1.579561  41.89020                             no  yes
## 817      Male 23.45160 1.670227  75.00000                            yes  yes
## 366      Male 24.00000 1.700000  68.00000                             no  yes
## 1899   Female 19.47219 1.793824 160.93535                            yes  yes
## 236    Female 19.00000 1.690000  70.00000                            yes   no
## 1989   Female 26.00000 1.594776 110.64093                            yes  yes
## 440    Female 19.00000 1.600000  60.00000                             no  yes
## 339.1  Female 17.00000 1.600000  65.00000                             no  yes
## 1713     Male 29.71317 1.763259 113.21581                            yes  yes
## 1519     Male 30.42160 1.819296 122.13792                            yes  yes
## 1788     Male 24.51144 1.852664 121.31026                            yes  yes
## 1140     Male 22.08706 1.792435  89.99873                            yes  yes
## 739.1  Female 19.94624 1.603435  45.00000                             no   no
## 63       Male 22.00000 1.670000  62.00000                             no  yes
## 1921.1 Female 25.91957 1.610488 102.17495                            yes  yes
## 1982   Female 25.49359 1.673665 104.70471                            yes  yes
## 1648.1   Male 30.49395 1.756221 119.11712                            yes  yes
## 433.1    Male 19.00000 1.800000  70.00000                             no  yes
## 1465     Male 20.65475 1.780791 102.92122                            yes  yes
## 1616     Male 22.97619 1.825718 121.23691                            yes  yes
## 741    Female 19.00000 1.531610  42.00000                             no  yes
## 1837   Female 20.89149 1.748313 133.57379                            yes  yes
## 95     Female 24.00000 1.600000  48.00000                             no  yes
## 1437.1 Female 22.99717 1.655742  82.46376                            yes  yes
## 48       Male 21.00000 1.750000  72.00000                            yes  yes
## 271.1    Male 23.00000 1.820000 107.00000                             no  yes
## 1835.1 Female 26.00000 1.643332 110.82470                            yes  yes
## 1528     Male 24.82929 1.755967 112.25616                            yes  yes
## 346.1    Male 17.00000 1.700000  55.00000                             no  yes
## 1319     Male 23.23730 1.761008  97.82934                            yes  yes
## 164      Male 25.00000 1.890000  75.00000                             no   no
## 1594.1   Male 23.47007 1.842906 121.14253                            yes  yes
## 243    Female 20.00000 1.630000  64.00000                            yes  yes
## 1700     Male 39.82559 1.706741 108.01260                            yes  yes
## 454    Female 18.00000 1.620000  50.00000                             no  yes
## 604.2  Female 19.48304 1.537770  42.00000                             no  yes
## 1873   Female 21.77225 1.732951 132.90488                            yes  yes
## 115    Female 19.00000 1.610000  62.00000                            yes  yes
## 1448     Male 22.71938 1.746645  96.87550                            yes  yes
## 1266.1   Male 17.67390 1.738465  97.18547                            yes  yes
## 553      Male 17.03822 1.710564  51.58887                             no  yes
## 732      Male 17.00075 1.822084  58.44305                            yes  yes
## 686    Female 27.14823 1.660446  49.55830                            yes  yes
## 1358.1   Male 18.00000 1.784402 108.41312                            yes  yes
## 1335.1 Female 22.88472 1.622787  82.00000                            yes  yes
## 1477     Male 21.68856 1.807029 105.69636                            yes  yes
## 1556.1   Male 24.00168 1.606066  99.96173                            yes  yes
## 398      Male 20.00000 1.660000  60.00000                             no  yes
## 342.1    Male 20.00000 1.600000  50.00000                             no   no
## 192      Male 26.00000 1.750000  80.00000                            yes  yes
## 1475   Female 22.82968 1.616085  82.58295                            yes  yes
## 650    Female 21.83800 1.588046  44.23607                             no   no
## 2066.1 Female 21.67447 1.719780 132.26256                            yes  yes
## 1541     Male 29.82748 1.899588 124.26925                            yes  yes
## 804      Male 28.39124 1.810060  87.28678                             no  yes
## 1961   Female 25.95090 1.649867 104.79103                            yes  yes
## 2027   Female 21.83832 1.758959 137.79299                            yes  yes
## 545.2  Female 20.40687 1.755978  53.69956                            yes  yes
## 817.1    Male 23.45160 1.670227  75.00000                            yes  yes
## 1590.1   Male 38.52365 1.765836 118.53325                            yes  yes
## 421      Male 18.00000 1.850000  60.00000                            yes  yes
## 1789.1   Male 24.05331 1.872561 121.47108                            yes  yes
## 63.1     Male 22.00000 1.670000  62.00000                             no  yes
## 577    Female 19.50470 1.590317  42.36762                             no   no
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 158      Male 21.00000 1.670000  60.00000                            yes  yes
## 1336.2   Male 18.72957 1.855433 112.87528                            yes  yes
## 1899.1 Female 19.47219 1.793824 160.93535                            yes  yes
## 625      Male 16.49698 1.691206  50.00000                             no  yes
## 508      Male 19.79905 1.743702  54.92753                            yes  yes
## 979.2    Male 21.79372 1.754630  89.06823                            yes  yes
## 1578     Male 26.49093 1.872517 120.89840                            yes  yes
## 1410   Female 18.17808 1.642892  82.14441                            yes  yes
## 1828   Female 26.00000 1.656504 111.99305                            yes  yes
## 874    Female 40.00000 1.570811  62.21157                            yes  yes
## 411.1    Male 20.00000 1.830000  66.00000                             no   no
## 1013.1 Female 26.59589 1.660756  78.57479                            yes  yes
## 589.2  Female 18.53084 1.573816  39.85014                             no  yes
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 1265.1 Female 37.63177 1.513202  75.41065                            yes  yes
## 1228.1 Female 18.08677 1.650000  82.13682                            yes  yes
## 1683     Male 37.99791 1.760710 118.66833                            yes  yes
## 1572     Male 37.05619 1.750150 118.20656                            yes  yes
## 428    Female 20.00000 1.670000  60.00000                             no  yes
## 172.1    Male 18.00000 1.600000  58.00000                            yes  yes
## 1777     Male 38.10894 1.752863 119.20146                            yes  yes
## 476    Female 18.00000 1.620000  68.00000                             no   no
## 2068.1 Female 23.64794 1.681394 114.47946                            yes  yes
## 1424     Male 39.56900 1.785286 100.43162                            yes  yes
## 2062   Female 25.96479 1.623938 109.98426                            yes  yes
## 1476.1   Male 22.20078 1.769328 105.00058                            yes  yes
## 2001.1 Female 18.97697 1.759091 133.90361                            yes  yes
## 579    Female 19.00000 1.530875  42.00000                             no   no
## 1688.1   Male 23.97568 1.840039 120.97549                            yes  yes
## 590    Female 19.94814 1.530884  39.37152                             no  yes
## 2064   Female 20.95274 1.730333 132.11649                            yes  yes
## 2053.1 Female 21.63598 1.748106 133.25903                            yes  yes
## 162      Male 55.00000 1.650000  80.00000                             no  yes
## 2051   Female 20.74144 1.694439 122.81303                            yes  yes
## 933      Male 22.82843 1.710415  75.14286                            yes  yes
## 675    Female 19.21164 1.567981  41.93437                             no  yes
## 379      Male 18.00000 1.730000  70.00000                             no  yes
## 155      Male 22.00000 1.740000  94.00000                            yes  yes
## 322      Male 38.00000 1.750000  75.00000                            yes   no
## 1410.1 Female 18.17808 1.642892  82.14441                            yes  yes
## 2073.2 Female 18.42348 1.735461 126.79817                            yes  yes
## 801.1  Female 18.00000 1.644682  68.39213                            yes  yes
## 1348     Male 22.35203 1.754711 105.00071                            yes  yes
## 407.1    Male 33.00000 1.760000  66.50000                             no   no
## 924      Male 21.00000 1.620000  70.00000                             no  yes
## 1086.1 Female 28.82419 1.700000  78.00000                            yes  yes
## 1639.1   Male 32.29016 1.754956 120.09881                            yes  yes
## 1624     Male 29.50915 1.770663 112.47112                            yes  yes
## 807      Male 22.42981 1.640370  70.00000                             no  yes
## 1605.1   Male 24.52188 1.623278  97.58296                            yes  yes
## 1822   Female 20.59005 1.736276 130.92714                            yes  yes
## 1698     Male 23.32784 1.754439 119.44121                            yes  yes
## 1463     Male 23.00000 1.774644 105.96689                            yes  yes
## 2044   Female 25.69607 1.662978 110.93051                            yes  yes
## 1585.2   Male 30.57734 1.868923 125.06426                            yes  yes
## 1715.1   Male 24.91225 1.755960 112.27757                            yes  yes
## 1649     Male 30.60755 1.757132 118.56557                            yes  yes
## 1884.2 Female 26.00000 1.631332 111.82996                            yes  yes
## 955.1  Female 23.25246 1.589616  65.12732                             no  yes
## 1977.1 Female 26.00000 1.648143 111.95011                            yes  yes
## 936    Female 21.81465 1.611822  67.14037                            yes  yes
## 155.1    Male 22.00000 1.740000  94.00000                            yes  yes
## 1374     Male 26.03242 1.824432 105.13196                            yes  yes
## 1985   Female 20.78175 1.734092 125.11763                            yes  yes
## 1160     Male 34.64704 1.769499  85.00000                            yes  yes
## 858      Male 28.82522 1.765874  82.04505                            yes  yes
## 351      Male 17.00000 1.750000  70.00000                            yes   no
## 602.1  Female 19.09135 1.603923  45.00000                             no   no
## 595.1    Male 18.00000 1.840138  60.00000                            yes  yes
## 1605.2   Male 24.52188 1.623278  97.58296                            yes  yes
## 1854.1 Female 18.22254 1.801746 141.16627                            yes  yes
## 1691     Male 25.14007 1.829529 120.99658                            yes  yes
## 1422     Male 21.58774 1.664752  94.25655                            yes  yes
## 1781     Male 26.62434 1.690262 103.18092                            yes  yes
## 545.3  Female 20.40687 1.755978  53.69956                            yes  yes
## 296    Female 16.00000 1.660000  58.00000                             no   no
## 1429     Male 21.67916 1.741393  98.18250                            yes  yes
## 695      Male 17.40510 1.825250  58.91358                            yes  yes
## 840      Male 19.78929 1.820643  85.00000                            yes  yes
## 130      Male 27.00000 1.700000  78.00000                             no  yes
## 646    Female 21.12510 1.767479  56.26596                            yes  yes
## 2024   Female 18.74359 1.789143 138.20287                            yes  yes
## 1798.1   Male 25.51205 1.660761 104.32146                            yes  yes
## 939    Female 21.02850 1.742364  78.66462                            yes  yes
## 1665.1   Male 26.94779 1.647807  99.59222                            yes  yes
## 812      Male 19.74120 1.816783  86.52280                            yes  yes
## 22.1   Female 52.00000 1.690000  87.00000                            yes  yes
## 1973   Female 18.30177 1.808765 140.29202                            yes  yes
## 28     Female 23.00000 1.600000  52.00000                             no  yes
## 237.1  Female 21.00000 1.660000  59.00000                             no  yes
## 267.1  Female 39.00000 1.650000  50.00000                             no  yes
## 610      Male 19.97981 1.753360  54.99737                            yes  yes
## 1226     Male 23.25291 1.775815  97.81302                            yes  yes
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 352    Female 26.00000 1.650000  60.00000                             no   no
## 1315.1   Male 21.83489 1.722785  94.09418                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 202    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 1220   2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 30     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 465    3.000000 4.000000     Always    no 2.000000  no 2.000000 0.000000
## 232    3.000000 1.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1275   2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 725    1.649974 1.513835  Sometimes    no 1.549974  no 0.227802 1.972926
## 761    2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 1967   3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 1587   2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 690    2.190050 3.420618  Sometimes    no 1.356405  no 1.351996 0.984680
## 897    2.000000 1.000000         no    no 2.795651  no 0.808730 0.000000
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 583    2.449267 3.647154 Frequently    no 1.266018  no 0.866045 0.097234
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 2060   3.000000 3.000000  Sometimes    no 2.495851  no 0.000000 0.218645
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1580   2.630137 2.806298  Sometimes    no 1.970508  no 1.304291 0.000000
## 277    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 900    2.178889 3.563744  Sometimes    no 1.853991  no 0.997731 0.000000
## 1530   2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 1595   2.736298 2.992903  Sometimes    no 2.045561  no 0.854957 0.428452
## 510    2.450218 3.995147  Sometimes    no 2.147746  no 2.000000 0.589980
## 1639   2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 2078   3.000000 3.000000  Sometimes    no 2.305574  no 1.734424 0.863043
## 1266   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 1060   2.000000 3.000000  Sometimes    no 2.641642  no 0.285889 1.503010
## 238    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 1447   2.121909 3.000000  Sometimes    no 2.500556  no 1.207580 0.000000
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1102   2.129969 3.000000  Sometimes    no 1.568035  no 0.870127 0.000000
## 415    2.000000 1.000000     Always    no 2.000000  no 1.000000 2.000000
## 1726   2.938687 2.138375  Sometimes    no 1.251715  no 1.181811 0.778375
## 853    3.000000 1.000000  Sometimes    no 2.000000  no 2.877473 0.000000
## 1213   2.333610 2.113575  Sometimes    no 2.504136  no 2.998981 1.000000
## 1007   1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 1293   2.000000 3.000000  Sometimes    no 3.000000  no 0.603638 0.969085
## 673    2.824559 3.000000  Sometimes    no 2.000000  no 0.533309 1.099764
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 345    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 156    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 85     2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1291   2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 1970   3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 196    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1994   3.000000 3.000000  Sometimes    no 2.868167  no 1.483720 0.835090
## 604    3.000000 1.000000 Frequently    no 1.387531  no 0.000000 0.466169
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 950    3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 1165   2.000000 1.000000  Sometimes    no 1.278578  no 0.021120 0.000000
## 1532   3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 1181   2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 2041   3.000000 3.000000  Sometimes    no 2.556068  no 0.016820 0.582840
## 1596   2.722161 2.658837  Sometimes    no 2.375707  no 1.299469 0.000000
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 1573   2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 1620   3.000000 2.014671  Sometimes    no 1.292786  no 0.145687 0.000000
## 423    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 736    1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 589    1.214980 1.717608  Sometimes    no 1.179942  no 0.684739 2.000000
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 1631   2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 84     3.000000 3.000000         no    no 3.000000 yes 2.000000 0.000000
## 1598   2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 2028   3.000000 3.000000  Sometimes    no 2.472903  no 1.998047 0.840911
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1714   1.924632 3.000000  Sometimes    no 2.006595  no 0.176800 0.511694
## 303    3.000000 3.000000     Always    no 3.000000  no 3.000000 2.000000
## 511    3.000000 3.000000 Frequently    no 2.815293  no 1.978631 1.000000
## 103.1  2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 1339   1.164062 3.000000  Sometimes    no 1.157395  no 0.000000 0.320851
## 1079   2.000000 1.894384  Sometimes    no 2.000000  no 0.000000 0.000000
## 258    2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 2.000000
## 1543   2.729890 3.000000  Sometimes    no 2.030084  no 0.592607 0.754417
## 1967.1 3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 1732   2.671238 3.000000  Sometimes    no 2.145368  no 0.882709 0.593917
## 2066   3.000000 3.000000  Sometimes    no 1.777805  no 1.584716 0.927341
## 1114   3.000000 3.000000  Sometimes    no 2.000000  no 2.040816 0.860321
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1503   1.961069 3.000000  Sometimes    no 2.652327  no 0.569310 0.319008
## 1993   3.000000 3.000000  Sometimes    no 2.611654  no 1.618512 0.868788
## 105    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 487    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 919    2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 550    2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 67     1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1511   2.765330 3.000000  Sometimes    no 1.048584  no 0.192559 0.720411
## 1210   3.000000 3.000000  Sometimes    no 2.045069  no 1.725931 1.619596
## 1869   3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 1077   2.000000 2.994198  Sometimes    no 2.747302  no 0.000000 0.799756
## 655    2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 200    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1209   2.076689 3.000000  Sometimes    no 1.026729  no 0.647798 0.000000
## 416    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1808   3.000000 3.000000  Sometimes    no 1.347559  no 0.462951 0.317940
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1841   3.000000 3.000000  Sometimes    no 2.953110  no 1.445148 0.673210
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1046   2.000000 2.271734  Sometimes    no 2.629043  no 1.000000 0.075823
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 1411   3.000000 3.000000  Sometimes    no 1.000000  no 0.215187 1.195929
## 753    2.000000 3.000000  Sometimes    no 1.345298  no 1.097905 1.000000
## 1087   2.031246 3.000000  Sometimes    no 2.803002  no 1.984480 0.418623
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 574    1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 342    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1224   2.000000 3.000000  Sometimes    no 1.630528  no 0.000000 0.000000
## 1148   2.000000 3.000000  Sometimes    no 2.386904  no 0.926201 1.344030
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 2047   3.000000 3.000000  Sometimes    no 1.967707  no 0.014370 0.434073
## 1545   1.994679 3.000000  Sometimes    no 2.000000  no 0.966617 0.739006
## 1191   2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 469    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 301    2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 1806   3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 769    3.000000 3.000000  Sometimes    no 2.229171  no 1.607953 0.628059
## 403    3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1124   2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 845    1.901611 3.266501         no    no 2.926995  no 0.985872 0.307982
## 1288   1.853314 1.320768  Sometimes    no 2.135552  no 0.248034 1.727828
## 1664   2.958410 2.434347  Sometimes    no 1.000000  no 1.930033 0.754023
## 452    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1237   2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 2098   3.000000 3.000000  Sometimes    no 2.347322  no 0.008013 0.503896
## 857    2.000000 3.000000  Sometimes    no 2.000000  no 1.722053 0.000000
## 1062   2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 1625   2.323003 3.000000  Sometimes    no 2.155558  no 0.000000 1.251554
## 1306   2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 463    2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 1665   2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 922    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 415.1  2.000000 1.000000     Always    no 2.000000  no 1.000000 2.000000
## 107    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2019   3.000000 3.000000  Sometimes    no 1.063422  no 0.051097 0.543118
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 2021   3.000000 3.000000  Sometimes    no 2.613504  no 0.067985 0.778632
## 2053   3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 1884.1 3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 1018   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.481890
## 1420   2.949242 1.782109  Sometimes    no 2.210997  no 1.992719 0.000000
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 1667   2.869833 1.569176  Sometimes    no 1.533682  no 0.167943 1.368262
## 1669   1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 1154   2.319776 2.884848  Sometimes    no 2.154898  no 0.325534 0.954216
## 1869.1 3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1351   2.000000 3.000000  Sometimes    no 3.000000  no 0.767013 1.000000
## 323    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1934   3.000000 3.000000  Sometimes    no 1.610472  no 0.029728 0.472343
## 1688   2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 248    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 1827   3.000000 3.000000  Sometimes    no 2.154949  no 1.999897 0.957463
## 628    2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 1925   3.000000 3.000000  Sometimes    no 2.531456  no 1.980738 0.835771
## 1570   2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 1784   2.684335 2.711238  Sometimes    no 2.732331  no 1.156024 0.442456
## 407    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1830   3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 1661   2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 1326   2.152264 2.977999  Sometimes    no 1.513199  no 0.000000 0.000000
## 1305   3.000000 3.000000  Sometimes    no 1.271178  no 1.944728 0.000000
## 1678   2.467548 3.000000  Sometimes    no 2.660290  no 0.994422 0.310394
## 1632   2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 690.1  2.190050 3.420618  Sometimes    no 1.356405  no 1.351996 0.984680
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 1511.1 2.765330 3.000000  Sometimes    no 1.048584  no 0.192559 0.720411
## 182.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1680   2.149610 3.000000  Sometimes    no 2.133876  no 0.393452 0.345887
## 1924   3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1219   2.699282 1.000000  Sometimes    no 2.598632  no 0.292093 2.000000
## 1228   3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 1500   1.368978 3.000000  Sometimes    no 1.953152  no 0.104707 0.221830
## 661    3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1796   2.724121 1.437959  Sometimes    no 1.590418  no 0.029603 1.122118
## 1863   3.000000 3.000000  Sometimes    no 1.528258  no 0.015860 0.436068
## 1532.1 3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 185    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 321    3.000000 1.000000     Always    no 2.000000  no 1.000000 1.000000
## 64     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1666   2.870895 1.627555  Sometimes    no 1.375728  no 0.210181 1.163117
## 1995.1 3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 309    3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 1499   2.081238 3.000000  Sometimes    no 1.183630  no 1.171770 0.000000
## 1257   2.000000 1.086870  Sometimes    no 2.279124  no 1.000000 1.609773
## 357    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1060.1 2.000000 3.000000  Sometimes    no 2.641642  no 0.285889 1.503010
## 1209.1 2.076689 3.000000  Sometimes    no 1.026729  no 0.647798 0.000000
## 839    2.217267 1.193589  Sometimes    no 2.000000  no 2.000000 0.000000
## 1136   2.000000 1.680838  Sometimes    no 1.833635  no 0.281876 0.575848
## 1865   3.000000 3.000000  Sometimes    no 1.615548  no 1.376534 0.926052
## 1364   2.274164 1.049534  Sometimes    no 1.358172  no 1.482411 0.000000
## 1710   2.766441 1.240424  Sometimes    no 1.413218  no 0.165269 0.862587
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 1901   3.000000 3.000000  Sometimes    no 2.777557  no 0.000000 0.051858
## 207    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2003   3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 1587.1 2.193310 3.000000  Sometimes    no 2.089983  no 1.360994 0.857438
## 491    3.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 982    2.000000 2.110937  Sometimes    no 2.175632  no 1.000000 0.000000
## 1022   2.000000 1.474836  Sometimes    no 2.000000  no 0.274838 0.613902
## 1305.1 3.000000 3.000000  Sometimes    no 1.271178  no 1.944728 0.000000
## 479    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1299   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 2090   3.000000 3.000000  Sometimes    no 2.621976  no 0.000000 0.123861
## 250    3.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 499    3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 1987   3.000000 3.000000  Sometimes    no 1.301657  no 1.718543 0.947884
## 1692   2.519592 3.000000  Sometimes    no 2.229145  no 0.350717 1.140348
## 1567   2.200588 3.000000  Sometimes    no 1.295697  no 1.058378 0.000000
## 1047   2.784471 2.122545  Sometimes    no 2.984153  no 2.164472 0.203978
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 1336   2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 461    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1018.1 2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.481890
## 91     3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 527.1  3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 643    1.950742 3.000000  Sometimes    no 1.751723  no 0.201136 1.743319
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 1380.1 2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 1239.1 1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 1391   1.967061 1.000000  Sometimes    no 2.548651  no 0.249264 1.516731
## 880    2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 876    1.314150 1.068196  Sometimes    no 1.364957 yes 0.000000 0.057926
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 234    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 916    2.956671 2.965494  Sometimes    no 2.868132  no 0.000000 0.549250
## 411    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1363   1.899793 3.000000  Sometimes    no 1.439962  no 0.952900 0.838847
## 866    2.000000 3.000000  Sometimes    no 1.040342 yes 0.497373 1.783319
## 516    3.000000 1.600812 Frequently    no 2.651258  no 0.600817 0.000000
## 228    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1775   1.841990 3.000000  Sometimes    no 2.503244  no 1.226019 0.078207
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 1513   2.000000 3.000000  Sometimes    no 2.151570  no 1.605983 0.000000
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 793    2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 739    3.000000 3.000000 Frequently    no 2.487919 yes 1.230441 0.000000
## 921    2.000000 1.000000         no    no 2.976177  no 0.780117 0.000000
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 913    1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 1006   2.061461 2.812283  Sometimes    no 3.000000  no 0.362441 0.785190
## 1192   2.716909 2.598079  Sometimes    no 2.905450  no 1.600431 0.176892
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 486    1.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 104    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1318   2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 899    2.109162 3.245148  Sometimes    no 1.971774  no 0.989335 0.000000
## 206    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1285   2.000000 1.000000  Sometimes    no 2.000000  no 0.005405 0.000000
## 1883   3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 2003.1 3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 33     2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1084   1.116068 2.449067  Sometimes    no 2.000000  no 0.926350 1.971170
## 1631.1 2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 1089   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 613    2.204914 2.127797 Frequently    no 2.120292  no 0.995735 0.000000
## 890    2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 1101   1.096455 2.491315  Sometimes    no 2.450069  no 0.000000 0.726118
## 1582   2.821727 3.000000  Sometimes    no 2.173279  no 1.096556 0.232858
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1714.1 1.924632 3.000000  Sometimes    no 2.006595  no 0.176800 0.511694
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 34     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1240   2.096630 2.879541  Sometimes    no 2.432967  no 1.887012 0.000000
## 838    3.000000 1.000000  Sometimes    no 2.000000  no 2.315983 0.000000
## 1906   3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 403.1  3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 497    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1669.1 1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 664    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 780    2.714447 3.000000  Sometimes    no 3.000000  no 1.096818 1.893880
## 414    2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 1113   2.923433 1.338033  Sometimes    no 1.944095  no 1.931829 1.000000
## 301.1  2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 1474   2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 1393   2.640801 1.015488  Sometimes    no 2.022355  no 0.244749 0.289218
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 1545.1 1.994679 3.000000  Sometimes    no 2.000000  no 0.966617 0.739006
## 312    2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 706    3.000000 3.000000 Frequently    no 2.009796  no 2.000000 0.071317
## 302    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 1752   2.423291 3.000000  Sometimes    no 2.902682  no 1.243567 0.555591
## 1654   2.233720 2.993634  Sometimes    no 2.028368  no 0.863158 0.449886
## 945    1.947405 3.118013  Sometimes    no 2.136159  no 0.783963 0.888680
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 976    2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 1924.1 3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 986    2.000000 3.000000  Sometimes    no 2.000000  no 0.451078 2.000000
## 1573.1 2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1223   2.177243 3.000000  Sometimes    no 2.715572  no 2.230109 0.070897
## 1309   2.000000 3.000000  Sometimes    no 1.249307  no 0.973465 1.000000
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 422    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1738   2.128574 3.000000  Sometimes    no 2.531984  no 1.003294 0.026575
## 146    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 916.1  2.956671 2.965494  Sometimes    no 2.868132  no 0.000000 0.549250
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1773   2.191108 2.993856  Sometimes    no 2.444917  no 1.055854 0.145284
## 743    1.202075 3.000000  Sometimes    no 1.927976  no 0.023574 1.747256
## 1078   2.000000 3.000000  Sometimes    no 2.137550  no 0.000000 0.124977
## 900.1  2.178889 3.563744  Sometimes    no 1.853991  no 0.997731 0.000000
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 57     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 303.1  3.000000 3.000000     Always    no 3.000000  no 3.000000 2.000000
## 1417   1.220024 3.000000  Sometimes    no 1.046254  no 0.520989 0.615990
## 928    2.995599 3.095663  Sometimes    no 2.568157  no 2.724300 0.330457
## 546    2.000000 3.000000 Frequently    no 1.229915  no 0.619533 2.000000
## 1385   2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 1483   2.002564 1.974233  Sometimes    no 1.935398  no 1.649299 0.000000
## 672    2.881300 3.087544 Frequently    no 1.248180  no 1.952427 0.427461
## 1126   2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 310    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1189   2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 965    3.000000 2.401341  Sometimes    no 2.000000 yes 0.663896 1.753745
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 763    2.000000 1.000000         no    no 2.803311  no 0.245354 0.000000
## 1164   2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 2065   3.000000 3.000000  Sometimes    no 1.678791  no 1.682490 0.818871
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 418    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1358   2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 2074   3.000000 3.000000  Sometimes    no 2.232601  no 0.554323 0.836151
## 937    2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 1086   3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 954    2.388168 1.000000  Sometimes    no 1.438018 yes 0.110887 1.165817
## 847    2.446872 2.372311  Sometimes    no 1.810310  no 0.094893 1.650778
## 346    3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 315    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1445   2.000000 1.000000  Sometimes    no 2.000000  no 0.389717 0.000000
## 1210.1 3.000000 3.000000  Sometimes    no 2.045069  no 1.725931 1.619596
## 955    2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 90     3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 254    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1342.1 2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 488    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 101    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 597    2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 769.1  3.000000 3.000000  Sometimes    no 2.229171  no 1.607953 0.628059
## 214.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 581    2.432302 3.000000  Sometimes    no 2.000000  no 2.349495 1.000000
## 603    3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 961    1.952987 1.000000  Sometimes    no 1.334856 yes 0.732276 1.890214
## 2050   3.000000 3.000000  Sometimes    no 1.353167  no 1.093679 0.534553
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 434    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1729.1 2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1382   2.020910 2.093831  Sometimes    no 1.506518  no 0.000000 0.000000
## 1607   2.024720 3.000000  Sometimes    no 1.800335  no 1.196368 0.000000
## 1214   2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 1485.1 2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 181    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 27.1   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 382    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 857.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.722053 0.000000
## 1460   2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 680    2.674431 3.000000 Frequently    no 2.453384  no 1.321624 1.990617
## 349    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 723    1.567101 3.000000  Sometimes    no 1.994139  no 0.107981 1.000000
## 1998   3.000000 3.000000  Sometimes    no 2.414739  no 1.917014 0.927982
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 1586   1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 1914   3.000000 3.000000  Sometimes    no 2.554007  no 0.000000 0.252635
## 717    2.883745 3.595761  Sometimes    no 2.000000  no 2.077653 0.714701
## 912    1.766849 3.322522  Sometimes    no 2.616285  no 0.943058 0.256977
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 967    1.595746 3.618722  Sometimes    no 1.274389  no 1.504003 0.370067
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 602    3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 1427   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 612    3.000000 2.993210 Frequently    no 2.702783  no 1.967234 0.000000
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 1016   2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 2010   3.000000 3.000000  Sometimes    no 1.322004  no 0.000000 0.539876
## 474    1.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 929    2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 1996   3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1212   2.271306 3.000000  Sometimes    no 1.771198  no 2.000000 0.413752
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 864    2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 2036   3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1020   2.000000 1.000000  Sometimes    no 1.000000  no 0.262171 0.000000
## 2019.1 3.000000 3.000000  Sometimes    no 1.063422  no 0.051097 0.543118
## 880.1  2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 728    2.120185 4.000000  Sometimes    no 2.582165  no 2.000000 1.510609
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 760    2.000000 2.105616  Sometimes    no 1.456581  no 0.000000 0.997400
## 661.1  3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1117   2.000000 3.000000  Sometimes    no 1.622638  no 0.033745 0.105895
## 736.1  1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 382.1  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 1882   3.000000 3.000000  Sometimes    no 2.724099  no 0.336795 0.153462
## 1426   2.000000 3.000000  Sometimes    no 2.530301  no 2.891180 1.287117
## 43     1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 1434   2.049112 2.622055  Sometimes    no 2.280555  no 2.052896 0.896185
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 786    2.543563 1.000000  Sometimes    no 2.000000 yes 0.694281 1.056911
## 797    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.112489
## 161    3.000000 3.000000  Sometimes   yes 1.000000  no 2.000000 1.000000
## 1513.1 2.000000 3.000000  Sometimes    no 2.151570  no 1.605983 0.000000
## 41     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 1806.1 3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 1757   2.739000 2.740492  Sometimes    no 1.824561  no 1.094839 0.000000
## 1702   2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 953    1.773265 2.118153  Sometimes    no 1.075239 yes 0.085388 1.915191
## 802    2.838969 3.000000  Sometimes    no 2.425927  no 1.000000 1.453335
## 842    2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 231    3.000000 4.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 1882.1 3.000000 3.000000  Sometimes    no 2.724099  no 0.336795 0.153462
## 315.1  3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1877.1 3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 1223.1 2.177243 3.000000  Sometimes    no 2.715572  no 2.230109 0.070897
## 985    2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 1324   2.274491 1.000000  Sometimes    no 2.269500  no 0.946461 1.731070
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1329   2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 1278   2.501236 3.000000  Sometimes    no 1.220331  no 0.245003 0.537202
## 920    2.138334 1.000000  Sometimes    no 2.000000  no 2.269058 0.000000
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 526    3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 986.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.451078 2.000000
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 1849   3.000000 3.000000  Sometimes    no 1.068493  no 0.112122 1.000000
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 2096   3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 2056   3.000000 3.000000  Sometimes    no 2.395387  no 0.000272 0.461532
## 1530.1 2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 1790   2.636719 2.806341  Sometimes    no 1.967591  no 1.525384 0.315595
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 276    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 242    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1829   3.000000 3.000000  Sometimes    no 2.709140  no 0.000000 0.110518
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 257    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1576   2.065752 3.000000  Sometimes    no 2.078297  no 0.000000 0.677354
## 1835   3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 1921   3.000000 3.000000  Sometimes    no 1.032834  no 0.045250 0.922749
## 1496   2.385502 2.883984  Sometimes    no 2.140544  no 1.144876 1.767468
## 2072   3.000000 3.000000  Sometimes    no 2.411582  no 0.985287 0.675076
## 420    1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 160    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 545    2.000000 3.891994 Frequently    no 1.863930  no 2.870127 2.000000
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 883    2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 1853   3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 2047.1 3.000000 3.000000  Sometimes    no 1.967707  no 0.014370 0.434073
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 1327   2.000000 3.000000  Sometimes    no 1.326165  no 0.000000 0.000000
## 831    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 8      2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1005   2.097373 2.547086  Sometimes    no 1.538626  no 1.000000 0.761898
## 1089.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 277.1  2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 181.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1098   2.976975 1.346987  Sometimes    no 1.868349  no 0.702538 0.879333
## 200.1  2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 175    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 1846   3.000000 3.000000  Sometimes    no 2.848370  no 1.206059 0.766668
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 1671   1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 769.2  3.000000 3.000000  Sometimes    no 2.229171  no 1.607953 0.628059
## 920.1  2.138334 1.000000  Sometimes    no 2.000000  no 2.269058 0.000000
## 890.1  2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 1315   2.000000 2.966803  Sometimes    no 2.000000  no 0.000000 1.281541
## 1007.1 1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 2103   3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 1265   2.000000 2.582591  Sometimes    no 1.535134  no 1.884520 0.000000
## 1764   2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 1882.2 3.000000 3.000000  Sometimes    no 2.724099  no 0.336795 0.153462
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 1234   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.105936
## 638    3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 422.1  3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 2100   3.000000 3.000000  Sometimes    no 1.757105  no 0.085119 0.465444
## 1718   2.075321 3.000000  Sometimes    no 2.144838  no 1.501754 0.276319
## 917    2.002796 3.000000  Sometimes    no 2.526775  no 0.271174 0.806069
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1740   2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 1434.1 2.049112 2.622055  Sometimes    no 2.280555  no 2.052896 0.896185
## 801    2.000000 1.131695  Sometimes    no 1.344539  no 0.000000 1.592570
## 775    2.915279 1.104642  Sometimes    no 1.530046  no 1.360635 0.000000
## 182.2  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 879    2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 1815   3.000000 3.000000  Sometimes    no 2.374958  no 0.750111 0.671458
## 1806.2 3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 1727   2.654792 1.077331  Sometimes    no 1.345407  no 0.327418 0.386861
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 474.1  1.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 455    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1389   2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 1158   2.182401 2.832018  Sometimes    no 2.456939  no 0.038809 0.524015
## 2019.2 3.000000 3.000000  Sometimes    no 1.063422  no 0.051097 0.543118
## 1826   3.000000 3.000000  Sometimes    no 2.714949  no 1.999773 0.813784
## 571    3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 1497   2.465575 2.935381  Sometimes    no 2.480555  no 1.001830 1.670313
## 348    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1076   2.000000 2.979600  Sometimes    no 1.964435  no 0.189957 1.732160
## 495    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1215   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1307   2.000000 3.000000  Sometimes    no 2.952506  no 0.000000 0.000000
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1205.1 2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 1747   2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1600   2.653721 1.265463  Sometimes    no 1.368457  no 0.218356 0.768071
## 99     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 1299.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1872   3.000000 3.000000  Sometimes    no 1.657541  no 1.672639 0.629285
## 1353.1 2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 79     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 667    1.053534 3.378859  Sometimes    no 1.000000  no 1.853425 0.861809
## 1390   1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 519    2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1401   2.334474 1.496776  Sometimes    no 2.776724  no 0.782416 0.167728
## 2073.1 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 1630   2.600217 2.175153  Sometimes    no 1.000000  no 1.985536 0.000000
## 1887   3.000000 3.000000  Sometimes    no 2.884077  no 0.000000 0.096576
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 1193   1.837460 3.000000  Sometimes    no 2.000000  no 1.194519 1.212762
## 1879   3.000000 3.000000  Sometimes    no 2.309409  no 1.682910 0.705580
## 883.1  2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 1024   2.000000 2.720642  Sometimes    no 1.519700  no 0.279375 1.043435
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 802.1  2.838969 3.000000  Sometimes    no 2.425927  no 1.000000 1.453335
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 143    2.000000 3.000000 Frequently   yes 1.000000  no 1.000000 1.000000
## 385    3.000000 1.000000  Sometimes    no 1.000000 yes 0.000000 2.000000
## 2105   3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 529    3.000000 3.765526 Frequently    no 1.656082  no 0.427770 0.555967
## 377    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 640    2.339980 3.000000  Sometimes    no 2.000000  no 0.027433 1.884138
## 1556   3.000000 1.418833  Sometimes    no 1.000000  no 1.191020 1.384186
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1351.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.767013 1.000000
## 522    3.000000 1.894384  Sometimes    no 2.456581 yes 1.596576 0.997400
## 340    2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 109    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1653   1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 1293.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.603638 0.969085
## 750    1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 979.1  2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1437   2.736910 1.478334  Sometimes    no 2.677409  no 0.065264 0.406990
## 612.1  3.000000 2.993210 Frequently    no 2.702783  no 1.967234 0.000000
## 1329.1 2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 793.1  2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 1182   2.765769 3.000000  Sometimes    no 2.845134  no 1.000000 0.426830
## 278    2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 1585   2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 1071.1 2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 230    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 1918   3.000000 3.000000  Sometimes    no 2.325020  no 1.441791 0.918468
## 1547   3.000000 3.000000  Sometimes    no 3.000000  no 1.110215 0.396352
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1131.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 977    2.706134 2.669766  Sometimes    no 1.979848 yes 0.445238 0.908836
## 880.2  2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 842.1  2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 557    2.052932 3.000000  Sometimes    no 2.000000  no 0.520408 1.000000
## 688    3.000000 3.642802 Frequently    no 1.995177  no 0.118271 0.065515
## 1051.1 2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 578    2.725282 1.259803 Frequently    no 1.000000  no 1.374670 0.000000
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 1277   2.000000 2.119826  Sometimes    no 2.000000  no 0.000000 1.882539
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 1103   2.019674 2.843319  Sometimes    no 2.832004  no 1.000000 0.608607
## 731.1  2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1631.2 2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 1035   2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 944    1.989905 3.054899  Sometimes    no 2.080968  no 1.107543 0.939726
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 853.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.877473 0.000000
## 545.1  2.000000 3.891994 Frequently    no 1.863930  no 2.870127 2.000000
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1040   2.000000 3.000000  Sometimes    no 3.000000  no 1.072318 0.651904
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 289    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1208   2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 181.2  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 17     2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1654.1 2.233720 2.993634  Sometimes    no 2.028368  no 0.863158 0.449886
## 1968   3.000000 3.000000  Sometimes    no 1.067716  no 0.030541 1.000000
## 1604   2.941929 3.989492  Sometimes    no 1.014135  no 1.958694 0.687342
## 1014   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 1651   2.939727 3.000000  Sometimes   yes 1.344122  no 0.923428 1.432336
## 1673.1 2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 1151   2.008656 1.402771  Sometimes    no 3.000000  no 0.112383 0.328030
## 25     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 356    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 564    3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 57.1   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 2063   3.000000 3.000000  Sometimes    no 2.447306  no 0.000454 0.486558
## 427    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 2099.1 3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 1099   2.000000 1.977221  Sometimes    no 3.000000  no 1.000000 0.000000
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 694    2.853513 3.000000  Sometimes    no 2.000000  no 0.680464 1.258881
## 1125   2.000000 3.000000  Sometimes    no 2.000000  no 2.847761 1.413375
## 723.1  1.567101 3.000000  Sometimes    no 1.994139  no 0.107981 1.000000
## 1591   2.252382 2.842848  Sometimes    no 1.879381  no 0.919388 0.000000
## 1799   2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 1694   2.970983 3.000000  Sometimes    no 2.828861  no 0.454944 1.915818
## 207.1  2.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2032   3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 1164.1 2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 308    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1996.1 3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 974    2.000000 1.010319  Sometimes    no 1.319437  no 0.000000 1.626456
## 2059   3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 1274   1.851262 3.000000  Sometimes    no 2.112670  no 0.388269 0.000000
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 950.1  3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 2068   3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 29     3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 195    3.000000 3.000000 Frequently    no 3.000000  no 3.000000 0.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 604.1  3.000000 1.000000 Frequently    no 1.387531  no 0.000000 0.466169
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 427.1  2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1300.1 2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1558   2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 1336.1 2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 1557   2.983042 1.109956  Sometimes    no 1.430444  no 0.000000 1.690901
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 1282   2.031185 2.992606  Sometimes    no 2.852254  no 2.001230 0.360370
## 1974   3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 1091   2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 1474.1 2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 185.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 2091   3.000000 3.000000  Sometimes    no 2.722276  no 0.000000 0.091711
## 1610   1.760038 3.000000  Sometimes    no 2.003531  no 1.089061 0.072264
## 1714.2 1.924632 3.000000  Sometimes    no 2.006595  no 0.176800 0.511694
## 1185   2.000000 3.000000  Sometimes    no 3.000000  no 1.047290 0.933802
## 452.1  2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1259   1.081585 2.870661  Sometimes    no 1.117560  no 0.000000 1.616826
## 736.2  1.889883 3.000000  Sometimes    no 1.959531  no 0.520407 1.151166
## 820    2.303367 3.042774  Sometimes    no 1.277636  no 0.944982 0.366126
## 588    1.592183 3.535016  Sometimes    no 1.086391  no 0.618913 1.000000
## 190.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 558    2.596364 3.000000  Sometimes    no 2.000000  no 0.281734 1.488372
## 850.1  2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 1562.1 1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 1644.1 2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 560    2.000000 3.897078  Sometimes    no 2.622638  no 2.000000 1.894105
## 752    2.816460 3.363130  Sometimes    no 2.722063  no 3.000000 0.265790
## 214.2  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1615   2.998441 3.000000  Sometimes    no 2.462916  no 0.554646 1.992190
## 22     3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 33.1   2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1036.1 2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 1806.3 3.000000 3.000000  Sometimes    no 1.666160  no 0.210351 0.734210
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 556    2.823179 3.000000  Sometimes    no 1.773236  no 1.252472 1.000000
## 1332   2.000000 3.000000  Sometimes    no 2.000000  no 0.067491 0.894105
## 1340   2.123159 3.000000  Sometimes    no 2.415343  no 0.295178 0.569852
## 1524   3.000000 3.000000  Sometimes    no 3.000000  no 0.691369 1.415536
## 742    3.000000 1.000000 Frequently    no 1.764055  no 0.000000 0.560887
## 2028.1 3.000000 3.000000  Sometimes    no 2.472903  no 1.998047 0.840911
## 1943.1 3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 339    3.000000 1.000000  Sometimes    no 2.000000 yes 1.000000 2.000000
## 1243   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 238.1  3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1758   2.591292 2.956422  Sometimes    no 2.310830  no 1.485240 0.281815
## 328    3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1016.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.826609 2.000000
## 252    2.000000 1.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1233.1 2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 328.1  3.000000 4.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1103.1 2.019674 2.843319  Sometimes    no 2.832004  no 1.000000 0.608607
## 414.1  2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 2050.1 3.000000 3.000000  Sometimes    no 1.353167  no 1.093679 0.534553
## 640.1  2.339980 3.000000  Sometimes    no 2.000000  no 0.027433 1.884138
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1388   2.766320 1.317884  Sometimes    no 1.889341  no 0.990642 0.000000
## 1981   3.000000 3.000000  Sometimes    no 1.554925  no 0.209586 0.823069
## 1282.1 2.031185 2.992606  Sometimes    no 2.852254  no 2.001230 0.360370
## 263    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1335   1.754401 1.000000  Sometimes    no 2.000000  no 0.000000 0.301909
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1540.1 2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 1955   3.000000 3.000000  Sometimes    no 2.987718  no 0.387074 0.283804
## 237    1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 353.1  1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 25.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1364.1 2.274164 1.049534  Sometimes    no 1.358172  no 1.482411 0.000000
## 1701   2.541785 2.902639  Sometimes    no 1.000000  no 1.668961 0.000000
## 877    1.321028 1.000000  Sometimes    no 2.000000 yes 0.371452 0.965604
## 749    2.204914 3.623364  Sometimes    no 1.815293  no 0.989316 0.000000
## 816    2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 654    2.594653 1.882158 Frequently    no 1.916812  no 0.417119 0.000000
## 377.1  3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 1035.1 2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 968    2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 1522.1 2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 886    2.000000 1.095223  Sometimes    no 2.474132  no 2.876696 0.793900
## 1570.1 2.247795 3.000000  Sometimes    no 2.816015  no 0.712726 0.000000
## 1760   2.766612 3.000000  Sometimes    no 2.173417  no 1.089344 1.198439
## 1722   2.310751 3.220181  Sometimes    no 1.006643  no 1.158040 0.000000
## 2096.1 3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1439   2.000000 1.099151  Sometimes    no 1.687611  no 1.874662 0.000000
## 724    1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1188   2.000000 1.009426  Sometimes    no 2.136398  no 1.060349 0.000000
## 1054   3.000000 3.000000  Sometimes    no 2.000000  no 1.271667 0.155278
## 1244.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1785   3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 1886   3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 121    2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 1926   3.000000 3.000000  Sometimes    no 2.226081  no 1.881761 0.933964
## 571.1  3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 1712.1 2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1204   2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 1049   1.961347 3.000000  Sometimes    no 2.000000  no 1.655488 1.000000
## 404    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 433    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 601    2.724285 3.000000 Frequently    no 1.000000 yes 1.070331 0.000000
## 1522.2 2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 290    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 571.2  3.000000 3.754599  Sometimes    no 1.692112  no 2.000000 1.000000
## 157    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 588.1  1.592183 3.535016  Sometimes    no 1.086391  no 0.618913 1.000000
## 999    2.000000 3.000000  Sometimes    no 2.020424  no 0.000000 1.000000
## 595    3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2036.1 3.000000 3.000000  Sometimes    no 2.577210  no 0.000000 0.402075
## 1846.1 3.000000 3.000000  Sometimes    no 2.848370  no 1.206059 0.766668
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 1970.1 3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 2098.1 3.000000 3.000000  Sometimes    no 2.347322  no 0.008013 0.503896
## 1585.1 2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 562.1  2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 816.1  2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 1021   2.000000 1.000000  Sometimes    no 1.000000  no 0.740633 0.000000
## 2076   3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 335    2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 382.2  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 750.1  1.206276 3.000000         no    no 2.406541  no 0.949840 0.479221
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 2097   3.000000 3.000000  Sometimes    no 2.094901  no 0.070890 0.599441
## 1353.2 2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 540    2.658112 1.000000  Sometimes    no 1.298165  no 0.000000 1.639326
## 1964   3.000000 3.000000  Sometimes    no 1.759352  no 1.469928 0.950438
## 658    3.000000 1.735493  Sometimes    no 2.318736  no 1.193486 0.745680
## 1476   2.685484 3.000000  Sometimes    no 2.649459  no 1.000000 0.000000
## 1431   2.045160 1.874532  Sometimes    no 2.856521  no 2.005286 0.105408
## 1122   2.944287 1.466393  Sometimes    no 2.442775  no 0.675262 0.779334
## 1959   3.000000 3.000000  Sometimes    no 2.720050  no 0.000000 0.127443
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 1531   2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 150    3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 659.1  2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 233    3.000000 3.000000  Sometimes   yes 3.000000 yes 2.000000 0.000000
## 29.1   3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 1164.2 2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 589.1  1.214980 1.717608  Sometimes    no 1.179942  no 0.684739 2.000000
## 1220.1 2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 1594   3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 658.1  3.000000 1.735493  Sometimes    no 2.318736  no 1.193486 0.745680
## 1843   3.000000 3.000000  Sometimes    no 2.550570  no 0.000000 0.204820
## 185.2  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 575    1.270448 3.731212 Frequently    no 1.876915  no 2.000000 1.000000
## 185.3  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 1805   3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 287    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 877.1  1.321028 1.000000  Sometimes    no 2.000000 yes 0.371452 0.965604
## 816.2  2.000000 3.000000  Sometimes    no 1.005727  no 0.000000 0.798219
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 267    3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1574   2.225731 3.000000  Sometimes    no 2.154326  no 1.266866 0.390178
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 215    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1376   3.000000 3.000000  Sometimes    no 2.224914  no 1.781589 1.594050
## 1346   2.843456 2.937989  Sometimes    no 1.001995  no 0.000000 1.554404
## 1485.2 2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 186    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1632.1 2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 1350   2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 1990.1 3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 149    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 817    2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 366    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1899   3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 236    2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 1989   3.000000 3.000000  Sometimes    no 2.639816  no 0.000000 0.452236
## 440    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 339.1  3.000000 1.000000  Sometimes    no 2.000000 yes 1.000000 2.000000
## 1713   2.181057 3.000000  Sometimes    no 2.085540  no 0.000000 1.439004
## 1519   2.000000 3.000000  Sometimes    no 1.984323  no 0.793262 0.000000
## 1788   2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 1140   1.904732 2.608416  Sometimes    no 1.204175  no 0.000000 1.895312
## 739.1  3.000000 3.000000 Frequently    no 2.487919 yes 1.230441 0.000000
## 63     2.000000 1.000000         no    no 2.000000  no 0.000000 0.000000
## 1921.1 3.000000 3.000000  Sometimes    no 1.032834  no 0.045250 0.922749
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 1648.1 2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 433.1  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 1465   2.000000 3.000000  Sometimes    no 1.613829  no 1.251665 0.000000
## 1616   2.397284 2.892920  Sometimes    no 1.983973  no 1.859667 0.002600
## 741    2.749268 1.394539 Frequently    no 1.322048  no 0.463949 0.800993
## 1837   3.000000 3.000000  Sometimes    no 2.874336  no 1.624981 0.825609
## 95     3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1437.1 2.736910 1.478334  Sometimes    no 2.677409  no 0.065264 0.406990
## 48     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 271.1  2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1835.1 3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 346.1  3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 164    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 1594.1 3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1700   2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 454    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 604.2  3.000000 1.000000 Frequently    no 1.387531  no 0.000000 0.466169
## 1873   3.000000 3.000000  Sometimes    no 1.817899  no 1.577824 0.930836
## 115    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 1266.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 732    2.559571 3.047959  Sometimes    no 2.000000  no 2.011646 0.588994
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 1358.1 2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 1335.1 1.754401 1.000000  Sometimes    no 2.000000  no 0.000000 0.301909
## 1477   2.055209 3.000000  Sometimes    no 2.885852  no 0.903369 0.144510
## 1556.1 3.000000 1.418833  Sometimes    no 1.000000  no 1.191020 1.384186
## 398    2.000000 4.000000 Frequently    no 3.000000  no 0.000000 0.000000
## 342.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 1475   2.663866 1.416309  Sometimes    no 2.379275  no 0.256323 0.598244
## 650    3.000000 1.696080 Frequently    no 2.550307  no 1.098862 0.000000
## 2066.1 3.000000 3.000000  Sometimes    no 1.777805  no 1.584716 0.927341
## 1541   2.048962 3.000000  Sometimes    no 2.822871  no 1.066169 0.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 2027   3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 545.2  2.000000 3.891994 Frequently    no 1.863930  no 2.870127 2.000000
## 817.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 1590.1 2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1789.1 2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 63.1   2.000000 1.000000         no    no 2.000000  no 0.000000 0.000000
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1336.2 2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 1899.1 3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 625    2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 979.2  2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1578   2.443538 3.000000  Sometimes    no 2.939492  no 1.208142 0.738935
## 1410   2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 874    2.253371 3.000000  Sometimes    no 2.756916  no 1.016042 0.213437
## 411.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1013.1 2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 589.2  1.214980 1.717608  Sometimes    no 1.179942  no 0.684739 2.000000
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1265.1 2.000000 2.582591  Sometimes    no 1.535134  no 1.884520 0.000000
## 1228.1 3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 428    3.000000 3.000000         no    no 2.000000  no 3.000000 0.000000
## 172.1  2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1777   2.499388 2.989791  Sometimes    no 1.959777  no 0.608100 0.646760
## 476    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 2068.1 3.000000 3.000000  Sometimes    no 2.435978  no 0.232742 0.692608
## 1424   2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 2062   3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 1476.1 2.685484 3.000000  Sometimes    no 2.649459  no 1.000000 0.000000
## 2001.1 3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 579    2.844607 1.273128 Frequently    no 1.695510  no 0.260079 0.635867
## 1688.1 2.598207 2.849347  Sometimes    no 2.006167  no 1.520010 0.295685
## 590    1.522001 3.000000  Sometimes    no 1.981260  no 2.306844 0.720454
## 2064   3.000000 3.000000  Sometimes    no 1.674061  no 1.683497 0.780199
## 2053.1 3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 162    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2051   3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 933    2.786008 3.000000  Sometimes    no 2.526193  no 0.925118 2.000000
## 675    2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 155    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 322    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 1410.1 2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 2073.2 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 801.1  2.000000 1.131695  Sometimes    no 1.344539  no 0.000000 1.592570
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 407.1  2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 924    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1086.1 3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 1639.1 2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1624   2.303041 3.000000  Sometimes    no 2.065817  no 0.000000 0.725222
## 807    2.000000 1.000000         no    no 2.069184  no 0.729898 0.000000
## 1605.1 2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 1822   3.000000 3.000000  Sometimes    no 1.852692  no 1.463610 0.962336
## 1698   1.893428 3.000000  Sometimes    no 2.000000  no 1.917383 0.936480
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 1585.2 2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 1715.1 1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 1649   2.918113 3.000000  Sometimes    no 2.240463  no 1.076248 1.480875
## 1884.2 3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 955.1  2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 1977.1 3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 936    1.874935 3.370362  Sometimes    no 2.558773  no 1.206121 0.271024
## 155.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1374   3.000000 3.000000  Sometimes    no 2.110611  no 1.890907 1.584830
## 1985   3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 1160   2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 858    1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 351    2.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 602.1  3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 595.1  3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1605.2 2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 1854.1 3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 1691   3.000000 3.000000  Sometimes    no 3.000000  no 1.467863 0.343635
## 1422   2.000000 2.976098  Sometimes    no 2.000000  no 0.000000 1.393220
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 545.3  2.000000 3.891994 Frequently    no 1.863930  no 2.870127 2.000000
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 695    2.580872 3.887906  Sometimes    no 2.000000  no 2.000000 0.453649
## 840    3.000000 3.000000  Sometimes    no 2.759246  no 1.763277 0.453314
## 130    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 646    2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 2024   3.000000 3.000000  Sometimes    no 2.833770  no 0.806422 0.672513
## 1798.1 2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 939    2.780699 1.101404  Sometimes    no 1.579207  no 1.153775 0.000000
## 1665.1 2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 812    2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 22.1   3.000000 1.000000  Sometimes   yes 2.000000  no 0.000000 0.000000
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 237.1  1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 267.1  3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 610    2.000000 3.494849  Sometimes    no 2.976672  no 1.949070 2.000000
## 1226   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 352    3.000000 4.000000     Always    no 2.000000  no 2.000000 0.000000
## 1315.1 2.000000 2.966803  Sometimes    no 2.000000  no 0.000000 1.281541
##              CALC                MTRANS          NObeyesdad
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 202     Sometimes            Automobile      Obesity_Type_I
## 1220           no Public_Transportation      Obesity_Type_I
## 30     Frequently               Walking       Normal_Weight
## 465     Sometimes               Walking       Normal_Weight
## 232     Sometimes Public_Transportation       Normal_Weight
## 1275           no Public_Transportation      Obesity_Type_I
## 1104           no Public_Transportation Overweight_Level_II
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1797           no Public_Transportation     Obesity_Type_II
## 725     Sometimes Public_Transportation Insufficient_Weight
## 761     Sometimes            Automobile  Overweight_Level_I
## 1967    Sometimes Public_Transportation    Obesity_Type_III
## 1587    Sometimes Public_Transportation     Obesity_Type_II
## 690     Sometimes Public_Transportation Insufficient_Weight
## 897     Sometimes Public_Transportation  Overweight_Level_I
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 583            no Public_Transportation Insufficient_Weight
## 103     Sometimes            Automobile       Normal_Weight
## 2060    Sometimes Public_Transportation    Obesity_Type_III
## 509     Sometimes Public_Transportation Insufficient_Weight
## 1580    Sometimes Public_Transportation     Obesity_Type_II
## 277            no Public_Transportation Insufficient_Weight
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 900     Sometimes Public_Transportation  Overweight_Level_I
## 1530    Sometimes            Automobile     Obesity_Type_II
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 1712    Sometimes            Automobile     Obesity_Type_II
## 1273    Sometimes            Automobile      Obesity_Type_I
## 1595    Sometimes Public_Transportation     Obesity_Type_II
## 510     Sometimes Public_Transportation Insufficient_Weight
## 1639    Sometimes            Automobile     Obesity_Type_II
## 2078    Sometimes Public_Transportation    Obesity_Type_III
## 1266           no Public_Transportation      Obesity_Type_I
## 1060           no            Automobile Overweight_Level_II
## 238            no Public_Transportation       Normal_Weight
## 214            no Public_Transportation       Normal_Weight
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 1447           no Public_Transportation      Obesity_Type_I
## 27         Always               Walking       Normal_Weight
## 1102           no            Automobile Overweight_Level_II
## 415    Frequently            Automobile      Obesity_Type_I
## 1726           no Public_Transportation     Obesity_Type_II
## 853     Sometimes Public_Transportation  Overweight_Level_I
## 1213    Sometimes            Automobile      Obesity_Type_I
## 1007    Sometimes Public_Transportation Overweight_Level_II
## 1293           no Public_Transportation      Obesity_Type_I
## 673     Sometimes Public_Transportation Insufficient_Weight
## 281     Sometimes Public_Transportation       Normal_Weight
## 345     Sometimes Public_Transportation    Obesity_Type_III
## 156     Sometimes            Automobile       Normal_Weight
## 85      Sometimes Public_Transportation Overweight_Level_II
## 1291           no Public_Transportation      Obesity_Type_I
## 1970    Sometimes Public_Transportation    Obesity_Type_III
## 196     Sometimes               Walking  Overweight_Level_I
## 1994    Sometimes Public_Transportation    Obesity_Type_III
## 604     Sometimes Public_Transportation Insufficient_Weight
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 950     Sometimes Public_Transportation  Overweight_Level_I
## 1165           no Public_Transportation Overweight_Level_II
## 1532    Sometimes Public_Transportation     Obesity_Type_II
## 1605           no Public_Transportation     Obesity_Type_II
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 1181    Sometimes Public_Transportation Overweight_Level_II
## 1013   Frequently Public_Transportation Overweight_Level_II
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 2041    Sometimes Public_Transportation    Obesity_Type_III
## 1596    Sometimes Public_Transportation     Obesity_Type_II
## 1231           no Public_Transportation      Obesity_Type_I
## 1573    Sometimes            Automobile     Obesity_Type_II
## 1620    Sometimes Public_Transportation     Obesity_Type_II
## 423     Sometimes                  Bike       Normal_Weight
## 736     Sometimes Public_Transportation Insufficient_Weight
## 589     Sometimes Public_Transportation Insufficient_Weight
## 1135           no Public_Transportation Overweight_Level_II
## 1631           no Public_Transportation     Obesity_Type_II
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 84             no               Walking Insufficient_Weight
## 1598           no Public_Transportation     Obesity_Type_II
## 2028    Sometimes Public_Transportation    Obesity_Type_III
## 1095           no Public_Transportation Overweight_Level_II
## 1714    Sometimes            Automobile     Obesity_Type_II
## 303     Sometimes               Walking Insufficient_Weight
## 511            no Public_Transportation Insufficient_Weight
## 103.1   Sometimes            Automobile       Normal_Weight
## 1339    Sometimes Public_Transportation      Obesity_Type_I
## 1079    Sometimes Public_Transportation Overweight_Level_II
## 258            no Public_Transportation      Obesity_Type_I
## 1543    Sometimes            Automobile     Obesity_Type_II
## 1967.1  Sometimes Public_Transportation    Obesity_Type_III
## 1732    Sometimes            Automobile     Obesity_Type_II
## 2066    Sometimes Public_Transportation    Obesity_Type_III
## 1114    Sometimes Public_Transportation Overweight_Level_II
## 1132           no Public_Transportation Overweight_Level_II
## 1471           no Public_Transportation      Obesity_Type_I
## 776            no Public_Transportation  Overweight_Level_I
## 639            no            Automobile Insufficient_Weight
## 1503    Sometimes            Automobile      Obesity_Type_I
## 1993    Sometimes Public_Transportation    Obesity_Type_III
## 105     Sometimes            Automobile      Obesity_Type_I
## 487    Frequently Public_Transportation       Normal_Weight
## 919     Sometimes Public_Transportation  Overweight_Level_I
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 550            no Public_Transportation Insufficient_Weight
## 67     Frequently Public_Transportation Overweight_Level_II
## 1511           no Public_Transportation      Obesity_Type_I
## 1210    Sometimes Public_Transportation      Obesity_Type_I
## 1869    Sometimes Public_Transportation    Obesity_Type_III
## 1077    Sometimes Public_Transportation Overweight_Level_II
## 655            no Public_Transportation Insufficient_Weight
## 437    Frequently            Automobile       Normal_Weight
## 200     Sometimes Public_Transportation       Normal_Weight
## 1209           no            Automobile Overweight_Level_II
## 416            no               Walking       Normal_Weight
## 1808    Sometimes Public_Transportation    Obesity_Type_III
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 1841    Sometimes Public_Transportation    Obesity_Type_III
## 1380   Frequently            Automobile      Obesity_Type_I
## 1046    Sometimes            Automobile Overweight_Level_II
## 1798           no Public_Transportation     Obesity_Type_II
## 1411           no Public_Transportation      Obesity_Type_I
## 753     Sometimes Public_Transportation  Overweight_Level_I
## 1087           no            Automobile Overweight_Level_II
## 172     Sometimes Public_Transportation       Normal_Weight
## 574     Sometimes Public_Transportation Insufficient_Weight
## 342     Sometimes Public_Transportation       Normal_Weight
## 1224    Sometimes            Automobile      Obesity_Type_I
## 1148    Sometimes Public_Transportation Overweight_Level_II
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 2047    Sometimes Public_Transportation    Obesity_Type_III
## 1545    Sometimes Public_Transportation     Obesity_Type_II
## 1191    Sometimes            Automobile Overweight_Level_II
## 469     Sometimes Public_Transportation Insufficient_Weight
## 23      Sometimes            Automobile       Normal_Weight
## 301     Sometimes Public_Transportation       Normal_Weight
## 1806    Sometimes Public_Transportation    Obesity_Type_III
## 769     Sometimes Public_Transportation  Overweight_Level_I
## 403     Sometimes               Walking Overweight_Level_II
## 182     Sometimes Public_Transportation       Normal_Weight
## 1124    Sometimes Public_Transportation Overweight_Level_II
## 845     Sometimes Public_Transportation  Overweight_Level_I
## 1288    Sometimes Public_Transportation      Obesity_Type_I
## 1664           no Public_Transportation     Obesity_Type_II
## 452            no Public_Transportation       Normal_Weight
## 1237           no Public_Transportation      Obesity_Type_I
## 2098    Sometimes Public_Transportation    Obesity_Type_III
## 857     Sometimes            Automobile  Overweight_Level_I
## 1062    Sometimes Public_Transportation Overweight_Level_II
## 392     Sometimes               Walking Insufficient_Weight
## 135     Sometimes            Automobile      Obesity_Type_I
## 1625    Sometimes            Automobile     Obesity_Type_II
## 1306           no            Automobile      Obesity_Type_I
## 1138           no Public_Transportation Overweight_Level_II
## 463     Sometimes            Automobile Overweight_Level_II
## 1665           no Public_Transportation     Obesity_Type_II
## 922     Sometimes Public_Transportation  Overweight_Level_I
## 415.1  Frequently            Automobile      Obesity_Type_I
## 107     Sometimes Public_Transportation       Normal_Weight
## 2019    Sometimes Public_Transportation    Obesity_Type_III
## 1131           no Public_Transportation Overweight_Level_II
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 2021    Sometimes Public_Transportation    Obesity_Type_III
## 2053    Sometimes Public_Transportation    Obesity_Type_III
## 1884.1  Sometimes Public_Transportation    Obesity_Type_III
## 1018           no            Automobile Overweight_Level_II
## 1420    Sometimes            Automobile      Obesity_Type_I
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 1667           no Public_Transportation     Obesity_Type_II
## 1669    Sometimes            Automobile     Obesity_Type_II
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 1154    Sometimes Public_Transportation Overweight_Level_II
## 1869.1  Sometimes Public_Transportation    Obesity_Type_III
## 112            no Public_Transportation       Normal_Weight
## 190            no Public_Transportation       Normal_Weight
## 1351    Sometimes Public_Transportation      Obesity_Type_I
## 323     Sometimes Public_Transportation Insufficient_Weight
## 1934    Sometimes Public_Transportation    Obesity_Type_III
## 1688    Sometimes Public_Transportation     Obesity_Type_II
## 527     Sometimes Public_Transportation Insufficient_Weight
## 248            no            Automobile       Normal_Weight
## 1827    Sometimes Public_Transportation    Obesity_Type_III
## 628     Sometimes Public_Transportation Insufficient_Weight
## 1925    Sometimes Public_Transportation    Obesity_Type_III
## 1570    Sometimes Public_Transportation     Obesity_Type_II
## 659     Sometimes Public_Transportation Insufficient_Weight
## 1784    Sometimes Public_Transportation     Obesity_Type_II
## 407     Sometimes            Automobile       Normal_Weight
## 1830    Sometimes Public_Transportation    Obesity_Type_III
## 1661    Sometimes Public_Transportation     Obesity_Type_II
## 1326    Sometimes            Automobile      Obesity_Type_I
## 1305    Sometimes            Automobile      Obesity_Type_I
## 1678    Sometimes Public_Transportation     Obesity_Type_II
## 1632    Sometimes Public_Transportation     Obesity_Type_II
## 690.1   Sometimes Public_Transportation Insufficient_Weight
## 153     Sometimes            Automobile  Overweight_Level_I
## 1511.1         no Public_Transportation      Obesity_Type_I
## 182.1   Sometimes Public_Transportation       Normal_Weight
## 1680    Sometimes            Automobile     Obesity_Type_II
## 1924    Sometimes Public_Transportation    Obesity_Type_III
## 467            no            Automobile       Normal_Weight
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 1239           no Public_Transportation      Obesity_Type_I
## 1219    Sometimes Public_Transportation      Obesity_Type_I
## 1228    Sometimes Public_Transportation      Obesity_Type_I
## 1500           no            Automobile      Obesity_Type_I
## 661     Sometimes Public_Transportation Insufficient_Weight
## 1796           no Public_Transportation     Obesity_Type_II
## 1863    Sometimes Public_Transportation    Obesity_Type_III
## 1532.1  Sometimes Public_Transportation     Obesity_Type_II
## 185     Sometimes Public_Transportation  Overweight_Level_I
## 321            no Public_Transportation       Normal_Weight
## 64      Sometimes            Automobile       Normal_Weight
## 1666           no Public_Transportation     Obesity_Type_II
## 1995.1  Sometimes Public_Transportation    Obesity_Type_III
## 309     Sometimes Public_Transportation       Normal_Weight
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 1499           no Public_Transportation      Obesity_Type_I
## 1257           no Public_Transportation      Obesity_Type_I
## 357            no               Walking Insufficient_Weight
## 1060.1         no            Automobile Overweight_Level_II
## 1209.1         no            Automobile Overweight_Level_II
## 839     Sometimes Public_Transportation  Overweight_Level_I
## 1136           no Public_Transportation Overweight_Level_II
## 1865    Sometimes Public_Transportation    Obesity_Type_III
## 1364    Sometimes            Automobile      Obesity_Type_I
## 1710           no Public_Transportation     Obesity_Type_II
## 1715    Sometimes            Automobile     Obesity_Type_II
## 1901    Sometimes Public_Transportation    Obesity_Type_III
## 207            no Public_Transportation      Obesity_Type_I
## 2003    Sometimes Public_Transportation    Obesity_Type_III
## 1587.1  Sometimes Public_Transportation     Obesity_Type_II
## 491     Sometimes Public_Transportation Overweight_Level_II
## 982     Sometimes               Walking Overweight_Level_II
## 1022           no Public_Transportation Overweight_Level_II
## 1305.1  Sometimes            Automobile      Obesity_Type_I
## 479     Sometimes Public_Transportation       Normal_Weight
## 1299           no Public_Transportation      Obesity_Type_I
## 2090    Sometimes Public_Transportation    Obesity_Type_III
## 250     Sometimes               Walking  Overweight_Level_I
## 499     Sometimes Public_Transportation    Obesity_Type_III
## 1334           no Public_Transportation      Obesity_Type_I
## 177            no Public_Transportation       Normal_Weight
## 1987    Sometimes Public_Transportation    Obesity_Type_III
## 1692    Sometimes            Automobile     Obesity_Type_II
## 1567    Sometimes Public_Transportation     Obesity_Type_II
## 1047    Sometimes Public_Transportation Overweight_Level_II
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 1336    Sometimes Public_Transportation      Obesity_Type_I
## 461            no Public_Transportation       Normal_Weight
## 1018.1         no            Automobile Overweight_Level_II
## 91             no Public_Transportation     Obesity_Type_II
## 527.1   Sometimes Public_Transportation Insufficient_Weight
## 643     Sometimes Public_Transportation Insufficient_Weight
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 1380.1 Frequently            Automobile      Obesity_Type_I
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 1239.1         no Public_Transportation      Obesity_Type_I
## 1430    Sometimes            Automobile      Obesity_Type_I
## 1391    Sometimes Public_Transportation      Obesity_Type_I
## 880     Sometimes Public_Transportation  Overweight_Level_I
## 876            no Public_Transportation  Overweight_Level_I
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 234     Sometimes            Automobile Overweight_Level_II
## 916     Sometimes            Automobile  Overweight_Level_I
## 411            no Public_Transportation       Normal_Weight
## 1363    Sometimes Public_Transportation      Obesity_Type_I
## 866     Sometimes Public_Transportation  Overweight_Level_I
## 516            no Public_Transportation Insufficient_Weight
## 228     Sometimes Public_Transportation       Normal_Weight
## 1775    Sometimes Public_Transportation     Obesity_Type_II
## 1658           no Public_Transportation     Obesity_Type_II
## 1513           no Public_Transportation      Obesity_Type_I
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 793            no Public_Transportation  Overweight_Level_I
## 739     Sometimes Public_Transportation Insufficient_Weight
## 921     Sometimes Public_Transportation  Overweight_Level_I
## 1590    Sometimes            Automobile     Obesity_Type_II
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 913     Sometimes Public_Transportation  Overweight_Level_I
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 1006    Sometimes Public_Transportation Overweight_Level_II
## 1192    Sometimes Public_Transportation Overweight_Level_II
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 486     Sometimes Public_Transportation       Normal_Weight
## 104     Sometimes Public_Transportation       Normal_Weight
## 1318           no Public_Transportation      Obesity_Type_I
## 899     Sometimes Public_Transportation  Overweight_Level_I
## 206    Frequently Public_Transportation      Obesity_Type_I
## 1285           no Public_Transportation      Obesity_Type_I
## 1883    Sometimes Public_Transportation    Obesity_Type_III
## 2003.1  Sometimes Public_Transportation    Obesity_Type_III
## 33      Sometimes               Walking       Normal_Weight
## 1084    Sometimes Public_Transportation Overweight_Level_II
## 1631.1         no Public_Transportation     Obesity_Type_II
## 1089           no            Automobile Overweight_Level_II
## 613            no Public_Transportation Insufficient_Weight
## 890    Frequently Public_Transportation  Overweight_Level_I
## 1101    Sometimes Public_Transportation Overweight_Level_II
## 1582    Sometimes            Automobile     Obesity_Type_II
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 1714.1  Sometimes            Automobile     Obesity_Type_II
## 1485    Sometimes            Automobile      Obesity_Type_I
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 34      Sometimes Public_Transportation Overweight_Level_II
## 1240           no Public_Transportation      Obesity_Type_I
## 838     Sometimes Public_Transportation  Overweight_Level_I
## 1906    Sometimes Public_Transportation    Obesity_Type_III
## 403.1   Sometimes               Walking Overweight_Level_II
## 497     Sometimes Public_Transportation Insufficient_Weight
## 1669.1  Sometimes            Automobile     Obesity_Type_II
## 96     Frequently Public_Transportation       Normal_Weight
## 664     Sometimes Public_Transportation Insufficient_Weight
## 780     Sometimes Public_Transportation  Overweight_Level_I
## 414     Sometimes Public_Transportation Overweight_Level_II
## 1113    Sometimes Public_Transportation Overweight_Level_II
## 301.1   Sometimes Public_Transportation       Normal_Weight
## 1474           no Public_Transportation      Obesity_Type_I
## 1393    Sometimes Public_Transportation      Obesity_Type_I
## 1535           no Public_Transportation     Obesity_Type_II
## 1545.1  Sometimes Public_Transportation     Obesity_Type_II
## 312            no Public_Transportation       Normal_Weight
## 706            no Public_Transportation Insufficient_Weight
## 302     Sometimes Public_Transportation       Normal_Weight
## 1507           no Public_Transportation      Obesity_Type_I
## 1752    Sometimes Public_Transportation     Obesity_Type_II
## 1654    Sometimes Public_Transportation     Obesity_Type_II
## 945            no Public_Transportation  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 976    Frequently Public_Transportation  Overweight_Level_I
## 1924.1  Sometimes Public_Transportation    Obesity_Type_III
## 152     Sometimes            Automobile       Normal_Weight
## 1108           no            Automobile Overweight_Level_II
## 986            no Public_Transportation Overweight_Level_II
## 1573.1  Sometimes            Automobile     Obesity_Type_II
## 1233    Sometimes            Automobile      Obesity_Type_I
## 1157           no            Automobile Overweight_Level_II
## 1223           no Public_Transportation      Obesity_Type_I
## 1309           no Public_Transportation      Obesity_Type_I
## 1097           no            Automobile Overweight_Level_II
## 422     Sometimes            Automobile Insufficient_Weight
## 1738    Sometimes Public_Transportation     Obesity_Type_II
## 146     Sometimes Public_Transportation  Overweight_Level_I
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 916.1   Sometimes            Automobile  Overweight_Level_I
## 562     Sometimes Public_Transportation Insufficient_Weight
## 1773    Sometimes Public_Transportation     Obesity_Type_II
## 743     Sometimes Public_Transportation Insufficient_Weight
## 1078           no Public_Transportation Overweight_Level_II
## 900.1   Sometimes Public_Transportation  Overweight_Level_I
## 297     Sometimes Public_Transportation       Normal_Weight
## 57      Sometimes            Automobile       Normal_Weight
## 303.1   Sometimes               Walking Insufficient_Weight
## 1417           no            Automobile      Obesity_Type_I
## 928     Sometimes Public_Transportation  Overweight_Level_I
## 546            no Public_Transportation Insufficient_Weight
## 1385           no Public_Transportation      Obesity_Type_I
## 1483    Sometimes            Automobile      Obesity_Type_I
## 672            no Public_Transportation Insufficient_Weight
## 1126           no Public_Transportation Overweight_Level_II
## 310            no               Walking       Normal_Weight
## 1189    Sometimes Public_Transportation Overweight_Level_II
## 965     Sometimes Public_Transportation  Overweight_Level_I
## 513            no Public_Transportation Insufficient_Weight
## 1428           no Public_Transportation      Obesity_Type_I
## 763     Sometimes Public_Transportation  Overweight_Level_I
## 1164           no Public_Transportation Overweight_Level_II
## 2065    Sometimes Public_Transportation    Obesity_Type_III
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 418    Frequently Public_Transportation Overweight_Level_II
## 1358           no Public_Transportation      Obesity_Type_I
## 2074    Sometimes Public_Transportation    Obesity_Type_III
## 937     Sometimes Public_Transportation  Overweight_Level_I
## 1086   Frequently            Automobile Overweight_Level_II
## 954            no Public_Transportation  Overweight_Level_I
## 847     Sometimes Public_Transportation  Overweight_Level_I
## 346     Sometimes Public_Transportation       Normal_Weight
## 315            no               Walking       Normal_Weight
## 395            no Public_Transportation       Normal_Weight
## 1445           no Public_Transportation      Obesity_Type_I
## 1210.1  Sometimes Public_Transportation      Obesity_Type_I
## 955     Sometimes Public_Transportation  Overweight_Level_I
## 90     Frequently            Automobile Overweight_Level_II
## 254     Sometimes Public_Transportation       Normal_Weight
## 1342.1  Sometimes Public_Transportation      Obesity_Type_I
## 488            no             Motorbike      Obesity_Type_I
## 101     Sometimes Public_Transportation       Normal_Weight
## 597            no            Automobile Insufficient_Weight
## 769.1   Sometimes Public_Transportation  Overweight_Level_I
## 214.1          no Public_Transportation       Normal_Weight
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 581            no            Automobile Insufficient_Weight
## 603     Sometimes Public_Transportation Insufficient_Weight
## 961            no Public_Transportation  Overweight_Level_I
## 2050    Sometimes Public_Transportation    Obesity_Type_III
## 1703           no Public_Transportation     Obesity_Type_II
## 434     Sometimes Public_Transportation       Normal_Weight
## 458     Sometimes Public_Transportation       Normal_Weight
## 1729.1  Sometimes Public_Transportation     Obesity_Type_II
## 1382    Sometimes            Automobile      Obesity_Type_I
## 1607    Sometimes Public_Transportation     Obesity_Type_II
## 1214    Sometimes Public_Transportation      Obesity_Type_I
## 1485.1  Sometimes            Automobile      Obesity_Type_I
## 181            no Public_Transportation       Normal_Weight
## 27.1       Always               Walking       Normal_Weight
## 382     Sometimes Public_Transportation       Normal_Weight
## 496            no             Motorbike       Normal_Weight
## 857.1   Sometimes            Automobile  Overweight_Level_I
## 1460    Sometimes Public_Transportation      Obesity_Type_I
## 680            no Public_Transportation Insufficient_Weight
## 349            no               Walking       Normal_Weight
## 723     Sometimes Public_Transportation Insufficient_Weight
## 1998    Sometimes Public_Transportation    Obesity_Type_III
## 1071    Sometimes            Automobile Overweight_Level_II
## 1586    Sometimes Public_Transportation     Obesity_Type_II
## 1914    Sometimes Public_Transportation    Obesity_Type_III
## 717            no            Automobile Insufficient_Weight
## 912     Sometimes Public_Transportation  Overweight_Level_I
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 967            no            Automobile  Overweight_Level_I
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 602     Sometimes Public_Transportation Insufficient_Weight
## 1427           no Public_Transportation      Obesity_Type_I
## 612            no Public_Transportation Insufficient_Weight
## 1672           no Public_Transportation     Obesity_Type_II
## 1016           no Public_Transportation Overweight_Level_II
## 873     Sometimes            Automobile  Overweight_Level_I
## 911     Sometimes            Automobile  Overweight_Level_I
## 2010    Sometimes Public_Transportation    Obesity_Type_III
## 474     Sometimes Public_Transportation       Normal_Weight
## 929     Sometimes Public_Transportation  Overweight_Level_I
## 1996    Sometimes Public_Transportation    Obesity_Type_III
## 1300           no Public_Transportation      Obesity_Type_I
## 1212    Sometimes            Automobile      Obesity_Type_I
## 676     Sometimes Public_Transportation Insufficient_Weight
## 738     Sometimes Public_Transportation Insufficient_Weight
## 864     Sometimes            Automobile  Overweight_Level_I
## 2036    Sometimes Public_Transportation    Obesity_Type_III
## 1020           no Public_Transportation Overweight_Level_II
## 2019.1  Sometimes Public_Transportation    Obesity_Type_III
## 880.1   Sometimes Public_Transportation  Overweight_Level_I
## 728            no            Automobile Insufficient_Weight
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 760     Sometimes            Automobile  Overweight_Level_I
## 661.1   Sometimes Public_Transportation Insufficient_Weight
## 1117    Sometimes Public_Transportation Overweight_Level_II
## 736.1   Sometimes Public_Transportation Insufficient_Weight
## 382.1   Sometimes Public_Transportation       Normal_Weight
## 1882    Sometimes Public_Transportation    Obesity_Type_III
## 1426           no Public_Transportation      Obesity_Type_I
## 43             no Public_Transportation       Normal_Weight
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 1434           no Public_Transportation      Obesity_Type_I
## 118            no Public_Transportation Overweight_Level_II
## 786     Sometimes Public_Transportation  Overweight_Level_I
## 797     Sometimes            Automobile  Overweight_Level_I
## 161     Sometimes Public_Transportation       Normal_Weight
## 1513.1         no Public_Transportation      Obesity_Type_I
## 41      Sometimes Public_Transportation  Overweight_Level_I
## 1656    Sometimes            Automobile     Obesity_Type_II
## 1806.1  Sometimes Public_Transportation    Obesity_Type_III
## 1276           no Public_Transportation      Obesity_Type_I
## 1757    Sometimes Public_Transportation     Obesity_Type_II
## 1702           no Public_Transportation     Obesity_Type_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 953     Sometimes Public_Transportation  Overweight_Level_I
## 802    Frequently Public_Transportation  Overweight_Level_I
## 842     Sometimes Public_Transportation  Overweight_Level_I
## 231     Sometimes               Walking  Overweight_Level_I
## 1353    Sometimes            Automobile      Obesity_Type_I
## 1882.1  Sometimes Public_Transportation    Obesity_Type_III
## 315.1          no               Walking       Normal_Weight
## 1877.1  Sometimes Public_Transportation    Obesity_Type_III
## 1223.1         no Public_Transportation      Obesity_Type_I
## 985            no Public_Transportation Overweight_Level_II
## 1324    Sometimes Public_Transportation      Obesity_Type_I
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 1284           no Public_Transportation      Obesity_Type_I
## 1329    Sometimes            Automobile      Obesity_Type_I
## 1278           no Public_Transportation      Obesity_Type_I
## 920     Sometimes Public_Transportation  Overweight_Level_I
## 819    Frequently Public_Transportation  Overweight_Level_I
## 526     Sometimes Public_Transportation Insufficient_Weight
## 986.1          no Public_Transportation Overweight_Level_II
## 1709           no Public_Transportation     Obesity_Type_II
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 1849    Sometimes Public_Transportation    Obesity_Type_III
## 731            no            Automobile Insufficient_Weight
## 2096    Sometimes Public_Transportation    Obesity_Type_III
## 329     Sometimes               Walking       Normal_Weight
## 2056    Sometimes Public_Transportation    Obesity_Type_III
## 1530.1  Sometimes            Automobile     Obesity_Type_II
## 1790    Sometimes Public_Transportation     Obesity_Type_II
## 1268    Sometimes            Automobile      Obesity_Type_I
## 276     Sometimes Public_Transportation       Normal_Weight
## 242            no                  Bike  Overweight_Level_I
## 1829    Sometimes Public_Transportation    Obesity_Type_III
## 120     Sometimes            Automobile Overweight_Level_II
## 257     Sometimes Public_Transportation Overweight_Level_II
## 1576    Sometimes            Automobile     Obesity_Type_II
## 1835    Sometimes Public_Transportation    Obesity_Type_III
## 1921    Sometimes Public_Transportation    Obesity_Type_III
## 1496    Sometimes            Automobile      Obesity_Type_I
## 2072    Sometimes Public_Transportation    Obesity_Type_III
## 420     Sometimes Public_Transportation      Obesity_Type_I
## 160    Frequently            Automobile Overweight_Level_II
## 545            no Public_Transportation Insufficient_Weight
## 1255           no Public_Transportation      Obesity_Type_I
## 883            no            Automobile  Overweight_Level_I
## 1853    Sometimes Public_Transportation    Obesity_Type_III
## 2047.1  Sometimes Public_Transportation    Obesity_Type_III
## 1673           no Public_Transportation     Obesity_Type_II
## 1327    Sometimes            Automobile      Obesity_Type_I
## 831     Sometimes Public_Transportation  Overweight_Level_I
## 8       Sometimes Public_Transportation       Normal_Weight
## 123            no               Walking Insufficient_Weight
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 140            no Public_Transportation       Normal_Weight
## 1005           no Public_Transportation Overweight_Level_II
## 1089.1         no            Automobile Overweight_Level_II
## 277.1          no Public_Transportation Insufficient_Weight
## 181.1          no Public_Transportation       Normal_Weight
## 1098           no            Automobile Overweight_Level_II
## 200.1   Sometimes Public_Transportation       Normal_Weight
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 175     Sometimes Public_Transportation  Overweight_Level_I
## 1361    Sometimes            Automobile      Obesity_Type_I
## 1846    Sometimes Public_Transportation    Obesity_Type_III
## 1205           no            Automobile Overweight_Level_II
## 1671    Sometimes Public_Transportation     Obesity_Type_II
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 769.2   Sometimes Public_Transportation  Overweight_Level_I
## 920.1   Sometimes Public_Transportation  Overweight_Level_I
## 890.1  Frequently Public_Transportation  Overweight_Level_I
## 1315           no Public_Transportation      Obesity_Type_I
## 1007.1  Sometimes Public_Transportation Overweight_Level_II
## 2103    Sometimes Public_Transportation    Obesity_Type_III
## 1265    Sometimes            Automobile      Obesity_Type_I
## 1764    Sometimes Public_Transportation     Obesity_Type_II
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 1882.2  Sometimes Public_Transportation    Obesity_Type_III
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 1234           no Public_Transportation      Obesity_Type_I
## 638            no            Automobile Insufficient_Weight
## 422.1   Sometimes            Automobile Insufficient_Weight
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 2100    Sometimes Public_Transportation    Obesity_Type_III
## 1718    Sometimes Public_Transportation     Obesity_Type_II
## 917     Sometimes            Automobile  Overweight_Level_I
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1740    Sometimes            Automobile     Obesity_Type_II
## 1434.1         no Public_Transportation      Obesity_Type_I
## 801            no Public_Transportation  Overweight_Level_I
## 775     Sometimes Public_Transportation  Overweight_Level_I
## 182.2   Sometimes Public_Transportation       Normal_Weight
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 246     Sometimes            Automobile Insufficient_Weight
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 879            no Public_Transportation  Overweight_Level_I
## 1815    Sometimes Public_Transportation    Obesity_Type_III
## 1806.2  Sometimes Public_Transportation    Obesity_Type_III
## 1727           no Public_Transportation     Obesity_Type_II
## 1634    Sometimes            Automobile     Obesity_Type_II
## 474.1   Sometimes Public_Transportation       Normal_Weight
## 979     Sometimes Public_Transportation Overweight_Level_II
## 455            no Public_Transportation       Normal_Weight
## 1389           no            Automobile      Obesity_Type_I
## 1158   Frequently Public_Transportation Overweight_Level_II
## 2019.2  Sometimes Public_Transportation    Obesity_Type_III
## 1826    Sometimes Public_Transportation    Obesity_Type_III
## 571     Sometimes Public_Transportation Insufficient_Weight
## 1497    Sometimes            Automobile      Obesity_Type_I
## 348     Sometimes               Walking Overweight_Level_II
## 1076           no Public_Transportation Overweight_Level_II
## 495     Sometimes Public_Transportation       Normal_Weight
## 1215    Sometimes Public_Transportation      Obesity_Type_I
## 1307           no            Automobile      Obesity_Type_I
## 331     Sometimes Public_Transportation Insufficient_Weight
## 1205.1         no            Automobile Overweight_Level_II
## 1747    Sometimes Public_Transportation     Obesity_Type_II
## 1600           no Public_Transportation     Obesity_Type_II
## 99      Sometimes Public_Transportation Insufficient_Weight
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 1299.1         no Public_Transportation      Obesity_Type_I
## 1872    Sometimes Public_Transportation    Obesity_Type_III
## 1353.1  Sometimes            Automobile      Obesity_Type_I
## 79             no Public_Transportation      Obesity_Type_I
## 667     Sometimes Public_Transportation Insufficient_Weight
## 1390    Sometimes Public_Transportation      Obesity_Type_I
## 519            no Public_Transportation Insufficient_Weight
## 1401           no Public_Transportation      Obesity_Type_I
## 2073.1  Sometimes Public_Transportation    Obesity_Type_III
## 1630           no Public_Transportation     Obesity_Type_II
## 1887    Sometimes Public_Transportation    Obesity_Type_III
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 1193           no Public_Transportation Overweight_Level_II
## 1879    Sometimes Public_Transportation    Obesity_Type_III
## 883.1          no            Automobile  Overweight_Level_I
## 1024    Sometimes Public_Transportation Overweight_Level_II
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 802.1  Frequently Public_Transportation  Overweight_Level_I
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 1538           no Public_Transportation     Obesity_Type_II
## 143    Frequently            Automobile      Obesity_Type_I
## 385            no               Walking       Normal_Weight
## 2105    Sometimes Public_Transportation    Obesity_Type_III
## 529     Sometimes Public_Transportation Insufficient_Weight
## 377     Sometimes            Automobile       Normal_Weight
## 640     Sometimes Public_Transportation Insufficient_Weight
## 1556           no Public_Transportation     Obesity_Type_II
## 42             no               Walking       Normal_Weight
## 1351.1  Sometimes Public_Transportation      Obesity_Type_I
## 522            no Public_Transportation Insufficient_Weight
## 340    Frequently Public_Transportation Insufficient_Weight
## 1498           no Public_Transportation      Obesity_Type_I
## 109            no               Walking      Obesity_Type_I
## 1653    Sometimes Public_Transportation     Obesity_Type_II
## 1293.1         no Public_Transportation      Obesity_Type_I
## 750     Sometimes Public_Transportation  Overweight_Level_I
## 979.1   Sometimes Public_Transportation Overweight_Level_II
## 1437    Sometimes Public_Transportation      Obesity_Type_I
## 612.1          no Public_Transportation Insufficient_Weight
## 1329.1  Sometimes            Automobile      Obesity_Type_I
## 793.1          no Public_Transportation  Overweight_Level_I
## 1182    Sometimes Public_Transportation Overweight_Level_II
## 278     Sometimes               Walking       Normal_Weight
## 1585    Sometimes Public_Transportation     Obesity_Type_II
## 1071.1  Sometimes            Automobile Overweight_Level_II
## 362            no Public_Transportation      Obesity_Type_I
## 230            no            Automobile     Obesity_Type_II
## 1918    Sometimes Public_Transportation    Obesity_Type_III
## 1547    Sometimes Public_Transportation     Obesity_Type_II
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1131.1         no Public_Transportation Overweight_Level_II
## 977     Sometimes Public_Transportation  Overweight_Level_I
## 880.2   Sometimes Public_Transportation  Overweight_Level_I
## 353     Sometimes               Walking       Normal_Weight
## 1792           no Public_Transportation     Obesity_Type_II
## 842.1   Sometimes Public_Transportation  Overweight_Level_I
## 557     Sometimes Public_Transportation Insufficient_Weight
## 688            no Public_Transportation Insufficient_Weight
## 1051.1  Sometimes Public_Transportation Overweight_Level_II
## 578     Sometimes Public_Transportation Insufficient_Weight
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 1277           no Public_Transportation      Obesity_Type_I
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 1103    Sometimes Public_Transportation Overweight_Level_II
## 731.1          no            Automobile Insufficient_Weight
## 1631.2         no Public_Transportation     Obesity_Type_II
## 6       Sometimes            Automobile       Normal_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 1593           no Public_Transportation     Obesity_Type_II
## 1035           no            Automobile Overweight_Level_II
## 894            no            Automobile  Overweight_Level_I
## 944            no Public_Transportation  Overweight_Level_I
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 853.1   Sometimes Public_Transportation  Overweight_Level_I
## 545.1          no Public_Transportation Insufficient_Weight
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 1040    Sometimes Public_Transportation Overweight_Level_II
## 1383    Sometimes            Automobile      Obesity_Type_I
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 289            no Public_Transportation       Normal_Weight
## 1208           no            Automobile Overweight_Level_II
## 181.2          no Public_Transportation       Normal_Weight
## 17      Sometimes Public_Transportation Overweight_Level_II
## 1654.1  Sometimes Public_Transportation     Obesity_Type_II
## 1968    Sometimes Public_Transportation    Obesity_Type_III
## 1604           no Public_Transportation     Obesity_Type_II
## 1014           no            Automobile Overweight_Level_II
## 746            no            Automobile  Overweight_Level_I
## 1651    Sometimes Public_Transportation     Obesity_Type_II
## 1673.1         no Public_Transportation     Obesity_Type_II
## 1151    Sometimes Public_Transportation Overweight_Level_II
## 25      Sometimes Public_Transportation       Normal_Weight
## 536            no Public_Transportation Insufficient_Weight
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 356     Sometimes Public_Transportation  Overweight_Level_I
## 564     Sometimes Public_Transportation Insufficient_Weight
## 57.1    Sometimes            Automobile       Normal_Weight
## 2063    Sometimes Public_Transportation    Obesity_Type_III
## 427            no Public_Transportation       Normal_Weight
## 1031    Sometimes            Automobile Overweight_Level_II
## 2099.1  Sometimes Public_Transportation    Obesity_Type_III
## 1099    Sometimes            Automobile Overweight_Level_II
## 1433           no Public_Transportation      Obesity_Type_I
## 283            no Public_Transportation       Normal_Weight
## 694     Sometimes Public_Transportation Insufficient_Weight
## 1125           no Public_Transportation Overweight_Level_II
## 723.1   Sometimes Public_Transportation Insufficient_Weight
## 1591    Sometimes            Automobile     Obesity_Type_II
## 1799           no Public_Transportation     Obesity_Type_II
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 1694    Sometimes            Automobile     Obesity_Type_II
## 207.1          no Public_Transportation      Obesity_Type_I
## 2032    Sometimes Public_Transportation    Obesity_Type_III
## 1164.1         no Public_Transportation Overweight_Level_II
## 308     Sometimes Public_Transportation       Normal_Weight
## 1996.1  Sometimes Public_Transportation    Obesity_Type_III
## 974            no Public_Transportation  Overweight_Level_I
## 2059    Sometimes Public_Transportation    Obesity_Type_III
## 1274    Sometimes            Automobile      Obesity_Type_I
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 950.1   Sometimes Public_Transportation  Overweight_Level_I
## 2068    Sometimes Public_Transportation    Obesity_Type_III
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 29      Sometimes Public_Transportation       Normal_Weight
## 195            no Public_Transportation      Obesity_Type_I
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 604.1   Sometimes Public_Transportation Insufficient_Weight
## 1225           no Public_Transportation      Obesity_Type_I
## 427.1          no Public_Transportation       Normal_Weight
## 1300.1         no Public_Transportation      Obesity_Type_I
## 1558    Sometimes            Automobile     Obesity_Type_II
## 1336.1  Sometimes Public_Transportation      Obesity_Type_I
## 1557           no Public_Transportation     Obesity_Type_II
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 1282   Frequently            Automobile      Obesity_Type_I
## 1974    Sometimes Public_Transportation    Obesity_Type_III
## 721            no Public_Transportation Insufficient_Weight
## 1091           no Public_Transportation Overweight_Level_II
## 1474.1         no Public_Transportation      Obesity_Type_I
## 185.1   Sometimes Public_Transportation  Overweight_Level_I
## 2091    Sometimes Public_Transportation    Obesity_Type_III
## 1610    Sometimes Public_Transportation     Obesity_Type_II
## 1714.2  Sometimes            Automobile     Obesity_Type_II
## 1185    Sometimes Public_Transportation Overweight_Level_II
## 452.1          no Public_Transportation       Normal_Weight
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1259    Sometimes Public_Transportation      Obesity_Type_I
## 736.2   Sometimes Public_Transportation Insufficient_Weight
## 820     Sometimes Public_Transportation  Overweight_Level_I
## 588     Sometimes Public_Transportation Insufficient_Weight
## 190.1          no Public_Transportation       Normal_Weight
## 558     Sometimes Public_Transportation Insufficient_Weight
## 850.1   Sometimes Public_Transportation  Overweight_Level_I
## 1562.1         no            Automobile     Obesity_Type_II
## 1644.1  Sometimes Public_Transportation     Obesity_Type_II
## 560            no            Automobile Insufficient_Weight
## 752     Sometimes            Automobile  Overweight_Level_I
## 214.2          no Public_Transportation       Normal_Weight
## 1615    Sometimes            Automobile     Obesity_Type_II
## 22             no            Automobile      Obesity_Type_I
## 33.1    Sometimes               Walking       Normal_Weight
## 1036.1  Sometimes Public_Transportation Overweight_Level_II
## 1806.3  Sometimes Public_Transportation    Obesity_Type_III
## 390            no Public_Transportation  Overweight_Level_I
## 556     Sometimes Public_Transportation Insufficient_Weight
## 1332           no Public_Transportation      Obesity_Type_I
## 1340    Sometimes Public_Transportation      Obesity_Type_I
## 1524    Sometimes Public_Transportation     Obesity_Type_II
## 742     Sometimes Public_Transportation Insufficient_Weight
## 2028.1  Sometimes Public_Transportation    Obesity_Type_III
## 1943.1  Sometimes Public_Transportation    Obesity_Type_III
## 339     Sometimes Public_Transportation  Overweight_Level_I
## 1243    Sometimes            Automobile      Obesity_Type_I
## 238.1          no Public_Transportation       Normal_Weight
## 1758    Sometimes Public_Transportation     Obesity_Type_II
## 328     Sometimes Public_Transportation  Overweight_Level_I
## 1016.1         no Public_Transportation Overweight_Level_II
## 252    Frequently            Automobile Overweight_Level_II
## 1233.1  Sometimes            Automobile      Obesity_Type_I
## 328.1   Sometimes Public_Transportation  Overweight_Level_I
## 441            no            Automobile       Normal_Weight
## 1103.1  Sometimes Public_Transportation Overweight_Level_II
## 414.1   Sometimes Public_Transportation Overweight_Level_II
## 2050.1  Sometimes Public_Transportation    Obesity_Type_III
## 640.1   Sometimes Public_Transportation Insufficient_Weight
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1388           no            Automobile      Obesity_Type_I
## 1981    Sometimes Public_Transportation    Obesity_Type_III
## 1282.1 Frequently            Automobile      Obesity_Type_I
## 263     Sometimes Public_Transportation       Normal_Weight
## 1335           no Public_Transportation      Obesity_Type_I
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1540.1  Sometimes Public_Transportation     Obesity_Type_II
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 1955    Sometimes Public_Transportation    Obesity_Type_III
## 237            no            Automobile       Normal_Weight
## 353.1   Sometimes               Walking       Normal_Weight
## 25.1    Sometimes Public_Transportation       Normal_Weight
## 1364.1  Sometimes            Automobile      Obesity_Type_I
## 1701           no            Automobile     Obesity_Type_II
## 877            no Public_Transportation  Overweight_Level_I
## 749     Sometimes Public_Transportation  Overweight_Level_I
## 816     Sometimes Public_Transportation  Overweight_Level_I
## 654            no Public_Transportation Insufficient_Weight
## 377.1   Sometimes            Automobile       Normal_Weight
## 1509           no Public_Transportation      Obesity_Type_I
## 1035.1         no            Automobile Overweight_Level_II
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 968     Sometimes            Automobile  Overweight_Level_I
## 1522.1  Sometimes Public_Transportation     Obesity_Type_II
## 886            no Public_Transportation  Overweight_Level_I
## 1570.1  Sometimes Public_Transportation     Obesity_Type_II
## 1760    Sometimes            Automobile     Obesity_Type_II
## 1722           no            Automobile     Obesity_Type_II
## 2096.1  Sometimes Public_Transportation    Obesity_Type_III
## 1439    Sometimes            Automobile      Obesity_Type_I
## 724     Sometimes Public_Transportation Insufficient_Weight
## 304     Sometimes Public_Transportation       Normal_Weight
## 1188           no            Automobile Overweight_Level_II
## 1054    Sometimes Public_Transportation Overweight_Level_II
## 1244.1  Sometimes            Automobile      Obesity_Type_I
## 1785    Sometimes Public_Transportation     Obesity_Type_II
## 1886    Sometimes Public_Transportation    Obesity_Type_III
## 121            no               Walking  Overweight_Level_I
## 1926    Sometimes Public_Transportation    Obesity_Type_III
## 571.1   Sometimes Public_Transportation Insufficient_Weight
## 1712.1  Sometimes            Automobile     Obesity_Type_II
## 1204           no Public_Transportation Overweight_Level_II
## 1049    Sometimes Public_Transportation Overweight_Level_II
## 404            no            Automobile    Obesity_Type_III
## 433            no Public_Transportation       Normal_Weight
## 1648    Sometimes            Automobile     Obesity_Type_II
## 601     Sometimes Public_Transportation Insufficient_Weight
## 1522.2  Sometimes Public_Transportation     Obesity_Type_II
## 290     Sometimes            Automobile       Normal_Weight
## 790     Sometimes            Automobile  Overweight_Level_I
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 571.2   Sometimes Public_Transportation Insufficient_Weight
## 157            no            Automobile       Normal_Weight
## 588.1   Sometimes Public_Transportation Insufficient_Weight
## 999     Sometimes Public_Transportation Overweight_Level_II
## 595            no            Automobile Insufficient_Weight
## 2036.1  Sometimes Public_Transportation    Obesity_Type_III
## 1846.1  Sometimes Public_Transportation    Obesity_Type_III
## 1763    Sometimes            Automobile     Obesity_Type_II
## 76             no Public_Transportation Insufficient_Weight
## 1970.1  Sometimes Public_Transportation    Obesity_Type_III
## 2098.1  Sometimes Public_Transportation    Obesity_Type_III
## 1585.1  Sometimes Public_Transportation     Obesity_Type_II
## 562.1   Sometimes Public_Transportation Insufficient_Weight
## 1295           no Public_Transportation      Obesity_Type_I
## 816.1   Sometimes Public_Transportation  Overweight_Level_I
## 1021           no Public_Transportation Overweight_Level_II
## 2076    Sometimes Public_Transportation    Obesity_Type_III
## 335    Frequently Public_Transportation  Overweight_Level_I
## 382.2   Sometimes Public_Transportation       Normal_Weight
## 750.1   Sometimes Public_Transportation  Overweight_Level_I
## 165     Sometimes            Automobile Overweight_Level_II
## 2097    Sometimes Public_Transportation    Obesity_Type_III
## 1353.2  Sometimes            Automobile      Obesity_Type_I
## 540     Sometimes Public_Transportation Insufficient_Weight
## 1964    Sometimes Public_Transportation    Obesity_Type_III
## 658            no Public_Transportation Insufficient_Weight
## 1476    Sometimes Public_Transportation      Obesity_Type_I
## 1431    Sometimes            Automobile      Obesity_Type_I
## 1122           no            Automobile Overweight_Level_II
## 1959    Sometimes Public_Transportation    Obesity_Type_III
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 1531    Sometimes            Automobile     Obesity_Type_II
## 150     Sometimes            Automobile      Obesity_Type_I
## 659.1   Sometimes Public_Transportation Insufficient_Weight
## 233            no Public_Transportation       Normal_Weight
## 29.1    Sometimes Public_Transportation       Normal_Weight
## 1164.2         no Public_Transportation Overweight_Level_II
## 589.1   Sometimes Public_Transportation Insufficient_Weight
## 1220.1         no Public_Transportation      Obesity_Type_I
## 1594    Sometimes Public_Transportation     Obesity_Type_II
## 658.1          no Public_Transportation Insufficient_Weight
## 1843    Sometimes Public_Transportation    Obesity_Type_III
## 185.2   Sometimes Public_Transportation  Overweight_Level_I
## 575     Sometimes Public_Transportation Insufficient_Weight
## 185.3   Sometimes Public_Transportation  Overweight_Level_I
## 1063           no            Automobile Overweight_Level_II
## 1805    Sometimes Public_Transportation    Obesity_Type_III
## 287     Sometimes Public_Transportation       Normal_Weight
## 877.1          no Public_Transportation  Overweight_Level_I
## 816.2   Sometimes Public_Transportation  Overweight_Level_I
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 267     Sometimes Public_Transportation Insufficient_Weight
## 734     Sometimes Public_Transportation Insufficient_Weight
## 9      Frequently Public_Transportation       Normal_Weight
## 1574    Sometimes Public_Transportation     Obesity_Type_II
## 626     Sometimes Public_Transportation Insufficient_Weight
## 215     Sometimes Public_Transportation       Normal_Weight
## 1376    Sometimes Public_Transportation      Obesity_Type_I
## 1346           no Public_Transportation      Obesity_Type_I
## 1485.2  Sometimes            Automobile      Obesity_Type_I
## 186     Sometimes            Automobile  Overweight_Level_I
## 1632.1  Sometimes Public_Transportation     Obesity_Type_II
## 1350    Sometimes Public_Transportation      Obesity_Type_I
## 1990.1  Sometimes Public_Transportation    Obesity_Type_III
## 149     Sometimes            Automobile       Normal_Weight
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 539     Sometimes Public_Transportation Insufficient_Weight
## 817     Sometimes Public_Transportation  Overweight_Level_I
## 366     Sometimes             Motorbike       Normal_Weight
## 1899    Sometimes Public_Transportation    Obesity_Type_III
## 236            no Public_Transportation       Normal_Weight
## 1989    Sometimes Public_Transportation    Obesity_Type_III
## 440     Sometimes Public_Transportation       Normal_Weight
## 339.1   Sometimes Public_Transportation  Overweight_Level_I
## 1713    Sometimes            Automobile     Obesity_Type_II
## 1519    Sometimes Public_Transportation     Obesity_Type_II
## 1788    Sometimes Public_Transportation     Obesity_Type_II
## 1140    Sometimes Public_Transportation Overweight_Level_II
## 739.1   Sometimes Public_Transportation Insufficient_Weight
## 63      Sometimes Public_Transportation       Normal_Weight
## 1921.1  Sometimes Public_Transportation    Obesity_Type_III
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 1648.1  Sometimes            Automobile     Obesity_Type_II
## 433.1          no Public_Transportation       Normal_Weight
## 1465    Sometimes Public_Transportation      Obesity_Type_I
## 1616    Sometimes Public_Transportation     Obesity_Type_II
## 741     Sometimes Public_Transportation Insufficient_Weight
## 1837    Sometimes Public_Transportation    Obesity_Type_III
## 95             no Public_Transportation       Normal_Weight
## 1437.1  Sometimes Public_Transportation      Obesity_Type_I
## 48      Sometimes Public_Transportation       Normal_Weight
## 271.1   Sometimes Public_Transportation      Obesity_Type_I
## 1835.1  Sometimes Public_Transportation    Obesity_Type_III
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 346.1   Sometimes Public_Transportation       Normal_Weight
## 1319           no Public_Transportation      Obesity_Type_I
## 164            no Public_Transportation       Normal_Weight
## 1594.1  Sometimes Public_Transportation     Obesity_Type_II
## 243            no            Automobile       Normal_Weight
## 1700           no            Automobile     Obesity_Type_II
## 454     Sometimes            Automobile       Normal_Weight
## 604.2   Sometimes Public_Transportation Insufficient_Weight
## 1873    Sometimes Public_Transportation    Obesity_Type_III
## 115    Frequently Public_Transportation       Normal_Weight
## 1448           no Public_Transportation      Obesity_Type_I
## 1266.1         no Public_Transportation      Obesity_Type_I
## 553     Sometimes Public_Transportation Insufficient_Weight
## 732            no            Automobile Insufficient_Weight
## 686            no Public_Transportation Insufficient_Weight
## 1358.1         no Public_Transportation      Obesity_Type_I
## 1335.1         no Public_Transportation      Obesity_Type_I
## 1477    Sometimes Public_Transportation      Obesity_Type_I
## 1556.1         no Public_Transportation     Obesity_Type_II
## 398            no Public_Transportation       Normal_Weight
## 342.1   Sometimes Public_Transportation       Normal_Weight
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 1475           no Public_Transportation      Obesity_Type_I
## 650            no Public_Transportation Insufficient_Weight
## 2066.1  Sometimes Public_Transportation    Obesity_Type_III
## 1541    Sometimes Public_Transportation     Obesity_Type_II
## 804            no            Automobile  Overweight_Level_I
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 2027    Sometimes Public_Transportation    Obesity_Type_III
## 545.2          no Public_Transportation Insufficient_Weight
## 817.1   Sometimes Public_Transportation  Overweight_Level_I
## 1590.1  Sometimes            Automobile     Obesity_Type_II
## 421     Sometimes            Automobile Insufficient_Weight
## 1789.1  Sometimes Public_Transportation     Obesity_Type_II
## 63.1    Sometimes Public_Transportation       Normal_Weight
## 577     Sometimes Public_Transportation Insufficient_Weight
## 565            no            Automobile Insufficient_Weight
## 158     Sometimes Public_Transportation       Normal_Weight
## 1336.2  Sometimes Public_Transportation      Obesity_Type_I
## 1899.1  Sometimes Public_Transportation    Obesity_Type_III
## 625     Sometimes Public_Transportation Insufficient_Weight
## 508     Sometimes Public_Transportation Insufficient_Weight
## 979.2   Sometimes Public_Transportation Overweight_Level_II
## 1578    Sometimes Public_Transportation     Obesity_Type_II
## 1410           no Public_Transportation      Obesity_Type_I
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 874     Sometimes            Automobile  Overweight_Level_I
## 411.1          no Public_Transportation       Normal_Weight
## 1013.1 Frequently Public_Transportation Overweight_Level_II
## 589.2   Sometimes Public_Transportation Insufficient_Weight
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1265.1  Sometimes            Automobile      Obesity_Type_I
## 1228.1  Sometimes Public_Transportation      Obesity_Type_I
## 1683    Sometimes            Automobile     Obesity_Type_II
## 1572    Sometimes            Automobile     Obesity_Type_II
## 428     Sometimes Public_Transportation       Normal_Weight
## 172.1   Sometimes Public_Transportation       Normal_Weight
## 1777    Sometimes            Automobile     Obesity_Type_II
## 476            no Public_Transportation  Overweight_Level_I
## 2068.1  Sometimes Public_Transportation    Obesity_Type_III
## 1424   Frequently            Automobile      Obesity_Type_I
## 2062    Sometimes Public_Transportation    Obesity_Type_III
## 1476.1  Sometimes Public_Transportation      Obesity_Type_I
## 2001.1  Sometimes Public_Transportation    Obesity_Type_III
## 579     Sometimes Public_Transportation Insufficient_Weight
## 1688.1  Sometimes Public_Transportation     Obesity_Type_II
## 590     Sometimes Public_Transportation Insufficient_Weight
## 2064    Sometimes Public_Transportation    Obesity_Type_III
## 2053.1  Sometimes Public_Transportation    Obesity_Type_III
## 162            no            Automobile Overweight_Level_II
## 2051    Sometimes Public_Transportation    Obesity_Type_III
## 933     Sometimes Public_Transportation  Overweight_Level_I
## 675     Sometimes Public_Transportation Insufficient_Weight
## 379     Sometimes Public_Transportation       Normal_Weight
## 155     Sometimes Public_Transportation      Obesity_Type_I
## 322            no            Automobile       Normal_Weight
## 1410.1         no Public_Transportation      Obesity_Type_I
## 2073.2  Sometimes Public_Transportation    Obesity_Type_III
## 801.1          no Public_Transportation  Overweight_Level_I
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 407.1   Sometimes            Automobile       Normal_Weight
## 924     Sometimes Public_Transportation  Overweight_Level_I
## 1086.1 Frequently            Automobile Overweight_Level_II
## 1639.1  Sometimes            Automobile     Obesity_Type_II
## 1624    Sometimes            Automobile     Obesity_Type_II
## 807     Sometimes Public_Transportation  Overweight_Level_I
## 1605.1         no Public_Transportation     Obesity_Type_II
## 1822    Sometimes Public_Transportation    Obesity_Type_III
## 1698    Sometimes Public_Transportation     Obesity_Type_II
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 1585.2  Sometimes Public_Transportation     Obesity_Type_II
## 1715.1  Sometimes            Automobile     Obesity_Type_II
## 1649    Sometimes            Automobile     Obesity_Type_II
## 1884.2  Sometimes Public_Transportation    Obesity_Type_III
## 955.1   Sometimes Public_Transportation  Overweight_Level_I
## 1977.1  Sometimes Public_Transportation    Obesity_Type_III
## 936     Sometimes Public_Transportation  Overweight_Level_I
## 155.1   Sometimes Public_Transportation      Obesity_Type_I
## 1374    Sometimes Public_Transportation      Obesity_Type_I
## 1985    Sometimes Public_Transportation    Obesity_Type_III
## 1160           no            Automobile Overweight_Level_II
## 858     Sometimes Public_Transportation  Overweight_Level_I
## 351     Sometimes               Walking       Normal_Weight
## 602.1   Sometimes Public_Transportation Insufficient_Weight
## 595.1          no            Automobile Insufficient_Weight
## 1605.2         no Public_Transportation     Obesity_Type_II
## 1854.1  Sometimes Public_Transportation    Obesity_Type_III
## 1691    Sometimes Public_Transportation     Obesity_Type_II
## 1422           no Public_Transportation      Obesity_Type_I
## 1781           no Public_Transportation     Obesity_Type_II
## 545.3          no Public_Transportation Insufficient_Weight
## 296            no               Walking       Normal_Weight
## 1429           no Public_Transportation      Obesity_Type_I
## 695            no            Automobile Insufficient_Weight
## 840     Sometimes Public_Transportation  Overweight_Level_I
## 130    Frequently Public_Transportation Overweight_Level_II
## 646            no Public_Transportation Insufficient_Weight
## 2024    Sometimes Public_Transportation    Obesity_Type_III
## 1798.1         no Public_Transportation     Obesity_Type_II
## 939     Sometimes Public_Transportation  Overweight_Level_I
## 1665.1         no Public_Transportation     Obesity_Type_II
## 812     Sometimes Public_Transportation  Overweight_Level_I
## 22.1           no            Automobile      Obesity_Type_I
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 28      Sometimes            Automobile       Normal_Weight
## 237.1          no            Automobile       Normal_Weight
## 267.1   Sometimes Public_Transportation Insufficient_Weight
## 610            no Public_Transportation Insufficient_Weight
## 1226           no Public_Transportation      Obesity_Type_I
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 352            no               Walking       Normal_Weight
## 1315.1         no Public_Transportation      Obesity_Type_I
## 
## $DF_18
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 2080   Female 19.01287 1.742062 133.77992                            yes  yes
## 78     Female 24.00000 1.700000  80.00000                            yes  yes
## 1348     Male 22.35203 1.754711 105.00071                            yes  yes
## 514    Female 21.24314 1.598019  44.84566                             no   no
## 183    Female 22.00000 1.680000  52.00000                             no  yes
## 1908   Female 21.84065 1.747479 136.51665                            yes  yes
## 566      Male 17.12070 1.809251  58.96899                            yes  yes
## 1142   Female 22.98096 1.700216  80.47359                            yes  yes
## 456      Male 18.00000 1.850000  66.00000                             no  yes
## 766    Female 30.95896 1.633491  68.80369                            yes  yes
## 1050     Male 29.69560 1.842943  93.79806                            yes  yes
## 873      Male 23.36721 1.853223  87.08327                            yes  yes
## 1735     Male 30.71773 1.767140 120.34440                            yes  yes
## 1099     Male 33.18213 1.838441  97.02925                            yes  yes
## 304    Female 16.00000 1.570000  49.00000                             no  yes
## 1704     Male 22.58004 1.849507 121.56094                            yes  yes
## 1908.1 Female 21.84065 1.747479 136.51665                            yes  yes
## 1152     Male 25.45763 1.837399  95.95203                            yes  yes
## 506    Female 26.00000 1.629191 104.82678                            yes  yes
## 1614     Male 31.78384 1.750000 120.00000                            yes  yes
## 306      Male 23.00000 1.750000 120.00000                            yes  yes
## 159    Female 40.00000 1.550000  62.00000                            yes   no
## 1947   Female 23.69484 1.637524 113.90506                            yes  yes
## 1819   Female 26.00000 1.642572 111.86817                            yes  yes
## 1410   Female 18.17808 1.642892  82.14441                            yes  yes
## 1965   Female 20.80179 1.721476 131.04227                            yes  yes
## 97     Female 23.00000 1.660000  60.00000                            yes   no
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 446    Female 19.00000 1.510000  45.00000                             no  yes
## 117    Female 15.00000 1.650000  86.00000                            yes  yes
## 987    Female 28.58394 1.578560  65.52274                            yes   no
## 367      Male 33.00000 1.720000  83.00000                            yes  yes
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## 1369     Male 21.05202 1.693820  99.53097                            yes  yes
## 547    Female 19.05851 1.662017  49.83897                             no  yes
## 1104     Male 18.88485 1.699667  79.67793                            yes   no
## 425      Male 33.00000 1.740000  76.00000                             no   no
## 1469     Male 18.00000 1.811189 108.80096                            yes  yes
## 1401.1 Female 23.00000 1.649736  84.13471                            yes  yes
## 259      Male 18.00000 1.700000  80.00000                             no   no
## 53.2   Female 23.00000 1.640000  52.00000                             no  yes
## 1932.3 Female 25.74863 1.668770 104.77414                            yes  yes
## 1971   Female 25.90883 1.607734 102.30577                            yes  yes
## 1485   Female 37.47168 1.549812  76.08252                            yes  yes
## 2020.1 Female 25.99119 1.618348 104.94582                            yes  yes
## 1973   Female 18.30177 1.808765 140.29202                            yes  yes
## 1832   Female 20.52099 1.668642 124.70478                            yes  yes
## 2052.1 Female 21.69589 1.755476 133.87050                            yes  yes
## 1980.1 Female 25.42724 1.683502 104.75964                            yes  yes
## 1073.2   Male 19.44364 1.744733  87.27989                            yes  yes
## 156    Female 31.00000 1.680000  63.00000                            yes  yes
## 1488   Female 39.12631 1.562889  76.65949                            yes  yes
## 28     Female 23.00000 1.600000  52.00000                             no  yes
## 1381.2   Male 39.68585 1.781032  96.30385                            yes  yes
## 671.1    Male 18.06877 1.787787  52.00000                            yes  yes
## 1193     Male 19.74963 1.680764  79.62146                            yes   no
## 1798.1   Male 25.51205 1.660761 104.32146                            yes  yes
## 861      Male 20.00000 1.817480  85.00000                            yes  yes
## 526.1  Female 19.86997 1.520997  42.00000                             no  yes
## 1615.1   Male 31.62796 1.762389 118.54873                            yes  yes
## 879.3  Female 18.83919 1.624831  69.97561                            yes  yes
## 1904.2 Female 19.13750 1.716521 127.64232                            yes  yes
## 2101.1 Female 25.77756 1.628205 107.37870                            yes  yes
## 226      Male 25.00000 1.830000 121.00000                            yes   no
## 1777     Male 38.10894 1.752863 119.20146                            yes  yes
## 52     Female 20.00000 1.500000  44.00000                             no  yes
## 301.1    Male 26.00000 1.700000  70.00000                             no  yes
## 775.1  Female 21.00000 1.754813  77.92920                            yes  yes
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 78     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 183    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 566    2.524428 4.000000  Sometimes    no 2.000000  no 2.000000 0.038380
## 1142   2.000000 2.815255  Sometimes    no 1.622214  no 0.463891 1.462664
## 456    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1099   2.000000 1.977221  Sometimes    no 3.000000  no 1.000000 0.000000
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1704   3.000000 2.272801  Sometimes    no 1.560064  no 0.796770 0.000000
## 1908.1 3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 1152   1.122127 2.865657  Sometimes    no 2.000000  no 1.287750 1.944177
## 506    3.000000 3.000000  Sometimes    no 2.654702  no 0.000000 0.555468
## 1614   2.941627 3.000000  Sometimes    no 2.318134  no 0.582686 1.588046
## 306    2.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 159    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1947   3.000000 3.000000  Sometimes    no 2.495961  no 0.189831 0.652289
## 1819   3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1410   2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 1965   3.000000 3.000000  Sometimes    no 1.837184  no 1.525165 0.926443
## 97     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 446    2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 117    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 987    2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 367    2.000000 1.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1207   2.742796 2.937607  Sometimes    no 1.994670  no 1.000000 0.023564
## 1172   2.802128 3.000000  Sometimes    no 1.744628  no 0.000000 0.721167
## 1625   2.323003 3.000000  Sometimes    no 2.155558  no 0.000000 1.251554
## 887    2.459976 3.308460  Sometimes    no 2.078011  no 1.779646 0.871772
## 935    2.342323 3.608850  Sometimes    no 2.878866  no 2.000000 0.208323
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 751    2.000000 3.000000  Sometimes    no 1.015677  no 0.000000 0.374650
## 315    3.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 630    2.478891 3.371832 Frequently    no 2.004126  no 2.000000 0.327376
## 1191   2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 1790   2.636719 2.806341  Sometimes    no 1.967591  no 1.525384 0.315595
## 955    2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 902    2.047069 3.829101  Sometimes    no 1.641022  no 1.554817 0.248218
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1123   1.780746 1.471053  Sometimes    no 2.000000  no 0.467562 0.568668
## 1901   3.000000 3.000000  Sometimes    no 2.777557  no 0.000000 0.051858
## 1004   3.000000 3.000000  Sometimes    no 1.699971  no 1.727114 1.000000
## 762    2.577427 1.000000  Sometimes    no 2.000000  no 2.287423 0.000000
## 1939   3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 945    1.947405 3.118013  Sometimes    no 2.136159  no 0.783963 0.888680
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1804   3.000000 3.000000  Sometimes    no 2.774014  no 0.000000 0.138418
## 71     2.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 244    2.000000 3.000000  Sometimes   yes 3.000000  no 1.000000 0.000000
## 67     1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1980   3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 380    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 713    2.910345 3.000000 Frequently    no 1.000000 yes 1.461005 0.000000
## 555    2.000000 2.000986  Sometimes    no 2.673835  no 0.992950 0.474836
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 1422   2.000000 2.976098  Sometimes    no 2.000000  no 0.000000 1.393220
## 1053   2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 888    2.643183 3.821461  Sometimes    no 2.397124  no 2.044165 0.471663
## 1809   3.000000 3.000000  Sometimes    no 1.338241  no 1.926280 0.886135
## 78.1   2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 1849   3.000000 3.000000  Sometimes    no 1.068493  no 0.112122 1.000000
## 401    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 520    3.000000 3.000000  Sometimes    no 3.000000 yes 2.539762 1.283673
## 1408   2.693859 1.000283  Sometimes    no 3.000000  no 1.201403 1.612432
## 1377   2.927110 3.000000  Sometimes    no 2.151496  no 1.166064 1.509831
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 475    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1321   2.397280 2.036794  Sometimes    no 2.659419  no 1.062011 1.771135
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1453   2.000000 3.000000  Sometimes    no 1.025275  no 0.002030 0.175587
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 1191.1 2.000000 2.698883  Sometimes    no 2.035104  no 0.598438 0.017016
## 2064   3.000000 3.000000  Sometimes    no 1.674061  no 1.683497 0.780199
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 346    3.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1903   3.000000 3.000000  Sometimes    no 1.241378  no 0.259427 0.852362
## 1503   1.961069 3.000000  Sometimes    no 2.652327  no 0.569310 0.319008
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 458    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1008   1.882235 1.240046  Sometimes    no 2.000000  no 0.000000 1.541493
## 684    1.140615 3.471536  Sometimes    no 1.000000  no 2.000000 1.000000
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 2088   3.000000 3.000000  Sometimes    no 2.550672  no 0.000000 0.224655
## 873.1  2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1836   3.000000 3.000000  Sometimes    no 1.485736  no 1.950374 0.869238
## 20     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 20.1   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 5      2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 73     2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 715    2.913486 1.060796 Frequently    no 1.596212  no 0.108948 0.773087
## 1278   2.501236 3.000000  Sometimes    no 1.220331  no 0.245003 0.537202
## 732    2.559571 3.047959  Sometimes    no 2.000000  no 2.011646 0.588994
## 1491   2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 968    2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 655    2.886157 2.326233 Frequently    no 2.306821  no 1.422370 0.000000
## 1444   2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 649    2.663421 3.000000 Frequently    no 1.041110  no 0.794402 1.391948
## 128    3.000000 1.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 789    2.000000 2.776840  Sometimes    no 1.278231  no 0.557130 1.000000
## 1008.1 1.882235 1.240046  Sometimes    no 2.000000  no 0.000000 1.541493
## 430    2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 608    2.000000 3.166450  Sometimes    no 2.278578  no 1.838881 2.000000
## 525    3.000000 2.857787 Frequently    no 1.000000  no 0.754646 0.000000
## 400    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1473   1.276858 2.918124  Sometimes    no 1.403784  no 0.552511 1.560402
## 1474   2.396265 1.073421  Sometimes    no 1.979833  no 0.022598 0.061282
## 586    2.015258 3.300666  Sometimes    no 1.315608  no 0.069802 1.000000
## 396    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 216    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 867    2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 1934   3.000000 3.000000  Sometimes    no 1.610472  no 0.029728 0.472343
## 1818   3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 614    3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 1141   1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 198    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1682   2.535154 2.915921  Sometimes    no 1.892400  no 0.693732 0.067410
## 1953   3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 771    2.000000 3.691226         no    no 3.000000  no 1.228136 0.335200
## 53     3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 886    2.000000 1.095223  Sometimes    no 2.474132  no 2.876696 0.793900
## 1898   3.000000 3.000000  Sometimes    no 2.319559  no 1.970730 0.768375
## 59     3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1743   2.911312 3.000000  Sometimes    no 2.501808  no 0.946760 0.785701
## 932    1.887951 3.728377         no    no 2.682107  no 1.123931 0.492528
## 1410.1 2.668890 3.000000  Sometimes    no 1.172593  no 0.886448 1.252677
## 1862   3.000000 3.000000  Sometimes    no 1.604075  no 0.029728 0.200122
## 1408.1 2.693859 1.000283  Sometimes    no 3.000000  no 1.201403 1.612432
## 91     3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 1172.1 2.802128 3.000000  Sometimes    no 1.744628  no 0.000000 0.721167
## 356    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 1516   2.549782 3.985442  Sometimes    no 1.000000  no 1.976582 0.000000
## 1619   2.000000 2.701521  Sometimes    no 1.142644  no 0.514225 0.000000
## 143    2.000000 3.000000 Frequently   yes 1.000000  no 1.000000 1.000000
## 1778   2.230742 2.920373  Sometimes    no 1.831187  no 0.756277 0.000000
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 1053.1 2.000000 3.000000  Sometimes    no 2.205911  no 1.293396 0.000000
## 1088   2.938031 1.532833  Sometimes    no 1.931242  no 0.525002 0.371941
## 668    3.000000 3.263201  Sometimes    no 2.233274  no 1.557737 0.000355
## 33     2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 2103   3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 1124   2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 73.1   2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 0.000000
## 162    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 454    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1432   2.094184 2.735706  Sometimes    no 2.257922  no 2.230547 0.195339
## 1269   2.000000 2.164839  Sometimes    no 2.094479  no 1.000000 0.676557
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 514.1  3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 431    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 307    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1418   2.667676 1.135278  Sometimes    no 1.399629  no 1.648883 0.000000
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 634    2.842102 3.341750  Sometimes    no 2.000000  no 2.511157 0.560351
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 1732   2.671238 3.000000  Sometimes    no 2.145368  no 0.882709 0.593917
## 1666   2.870895 1.627555  Sometimes    no 1.375728  no 0.210181 1.163117
## 1974   3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 520.1  3.000000 3.000000  Sometimes    no 3.000000 yes 2.539762 1.283673
## 878    2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 393    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 394    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 851    2.357496 3.376717  Sometimes    no 2.184843  no 1.358185 0.014885
## 1621   3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 185    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 522    3.000000 1.894384  Sometimes    no 2.456581 yes 1.596576 0.997400
## 574    1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 957    2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 929    2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 1170   2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 1886   3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 1596   2.722161 2.658837  Sometimes    no 2.375707  no 1.299469 0.000000
## 116    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 393.1  3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 1533   3.000000 2.527510  Sometimes    no 1.645338  no 1.025438 0.000000
## 1457   2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1328.1 2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1167   2.000000 1.477581  Sometimes    no 1.995035  no 0.324676 0.517430
## 486    1.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1681   2.938616 3.000000  Sometimes    no 2.060390  no 0.371508 1.333559
## 1055   2.000000 1.178708  Sometimes    no 1.791286  no 0.893362 0.276364
## 2105   3.000000 3.000000  Sometimes    no 1.610768  no 1.510398 0.931455
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 51     3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1389   2.071622 2.977909  Sometimes    no 1.468297  no 0.000000 0.000000
## 58     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1452   2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 2027   3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 1769   1.289315 3.000000  Sometimes    no 2.007348  no 1.376217 0.001518
## 829    2.293705 1.000000  Sometimes    no 2.000000  no 2.063943 0.000000
## 2059   3.000000 3.000000  Sometimes    no 2.666178  no 0.000000 0.276907
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1392   2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 456.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1285   2.000000 1.000000  Sometimes    no 2.000000  no 0.005405 0.000000
## 5.1    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1964   3.000000 3.000000  Sometimes    no 1.759352  no 1.469928 0.950438
## 1296   2.000000 3.000000  Sometimes    no 1.274774  no 0.000000 0.000000
## 320    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 1404   2.000000 3.000000  Sometimes    no 2.133469  no 1.030199 1.082838
## 1489   2.000000 3.000000  Sometimes    no 1.759803  no 0.000000 0.000000
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 458.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1643   2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 1819.1 3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1220   2.000000 3.000000  Sometimes    no 2.843675  no 1.309304 1.338655
## 1495   2.000000 1.709546  Sometimes    no 2.530157  no 1.000000 0.645400
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 617    2.890535 3.907790 Frequently    no 1.109115  no 1.548953 0.555468
## 691    2.214980 2.641550  Sometimes    no 2.121251  no 0.998391 0.858820
## 612    3.000000 2.993210 Frequently    no 2.702783  no 1.967234 0.000000
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 1985   3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 765    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1612   2.644094 3.000000  Sometimes    no 2.740525  no 2.000000 0.500936
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 2019   3.000000 3.000000  Sometimes    no 1.063422  no 0.051097 0.543118
## 795    3.000000 2.449723  Sometimes    no 2.000000 yes 0.479592 1.720642
## 1838   3.000000 3.000000  Sometimes    no 2.641489  no 0.481555 0.735201
## 2081   3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 185.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1075   1.341380 1.946710  Sometimes    no 2.000000  no 0.000000 0.975504
## 419    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1520   2.183540 3.000000  Sometimes    no 2.277937  no 0.681830 0.000000
## 1250   2.000000 1.854536  Sometimes    no 2.160169  no 1.000000 2.000000
## 602    3.000000 3.000000 Frequently    no 1.282460 yes 1.601950 0.000000
## 879    2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 1546   2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 439    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1978   3.000000 3.000000  Sometimes    no 2.707201  no 0.000000 0.167272
## 1030   2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1497   2.465575 2.935381  Sometimes    no 2.480555  no 1.001830 1.670313
## 839    2.217267 1.193589  Sometimes    no 2.000000  no 2.000000 0.000000
## 1161   2.000000 3.000000  Sometimes    no 2.000000  no 0.527341 2.000000
## 181    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1849.1 3.000000 3.000000  Sometimes    no 1.068493  no 0.112122 1.000000
## 1338   1.524428 3.000000  Sometimes    no 1.383831  no 0.130417 1.000000
## 448    2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1720   1.263216 3.219347  Sometimes    no 1.981782  no 0.482625 0.000000
## 260    1.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 1443   2.000000 3.000000  Sometimes    no 3.000000  no 0.884935 0.122280
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 301    2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 895    2.971588 2.743277  Sometimes    no 1.394883  no 2.000000 0.470243
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1015   2.694281 3.000000  Sometimes    no 2.653831  no 1.965820 0.891189
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 594    2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 1871   3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 1412   3.000000 3.000000  Sometimes    no 1.911379  no 1.911096 1.032392
## 251    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 1625.1 2.323003 3.000000  Sometimes    no 2.155558  no 0.000000 1.251554
## 1943.1 3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 665    3.000000 3.715118 Frequently    no 1.774576  no 0.102970 0.646423
## 353    1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 611    2.979383 3.000000 Frequently    no 2.975887  no 0.945093 1.241755
## 728    2.120185 4.000000  Sometimes    no 2.582165  no 2.000000 1.510609
## 1176   2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 1860   3.000000 3.000000  Sometimes    no 2.209790  no 0.114698 0.604422
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 290    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 1748   1.947495 3.000000  Sometimes    no 2.042073  no 0.000000 0.618087
## 1192   2.716909 2.598079  Sometimes    no 2.905450  no 1.600431 0.176892
## 215    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 134    3.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 1340   2.123159 3.000000  Sometimes    no 2.415343  no 0.295178 0.569852
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 594.1  2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 566.1  2.524428 4.000000  Sometimes    no 2.000000  no 2.000000 0.038380
## 2109   3.000000 3.000000  Sometimes    no 2.054193  no 1.414209 0.646288
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 353.1  1.000000 3.000000  Sometimes    no 1.000000  no 2.000000 2.000000
## 1874   3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 1938   3.000000 3.000000  Sometimes    no 1.411365  no 1.564618 0.910683
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 330    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 1758   2.591292 2.956422  Sometimes    no 2.310830  no 1.485240 0.281815
## 2096   3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1904   3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 12     2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1932   3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 498    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 375    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1714   1.924632 3.000000  Sometimes    no 2.006595  no 0.176800 0.511694
## 1871.1 3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 533    3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 2077   3.000000 3.000000  Sometimes    no 2.562002  no 1.976427 0.740331
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1362   2.737149 3.000000  Sometimes    no 1.997195  no 1.352663 0.468483
## 365    2.000000 1.000000     Always    no 2.000000  no 2.000000 1.000000
## 972    2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 1457.1 2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 243.1  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1367   2.000000 3.000000  Sometimes    no 1.039313  no 1.000000 0.000000
## 404    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 0.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1025   2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 1720.1 1.263216 3.219347  Sometimes    no 1.981782  no 0.482625 0.000000
## 138    2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1086   3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 546    2.000000 3.000000 Frequently    no 1.229915  no 0.619533 2.000000
## 99     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1153   1.963965 1.836226  Sometimes    no 1.855370  no 0.000000 1.667745
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 389    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1920   3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 807    2.000000 1.000000         no    no 2.069184  no 0.729898 0.000000
## 1589   1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 220    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1373   2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 1904.1 3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 1054   3.000000 3.000000  Sometimes    no 2.000000  no 1.271667 0.155278
## 847    2.446872 2.372311  Sometimes    no 1.810310  no 0.094893 1.650778
## 2020   3.000000 3.000000  Sometimes    no 2.451260  no 0.043689 0.670402
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 672    2.881300 3.087544 Frequently    no 1.248180  no 1.952427 0.427461
## 430.1  2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 2080.1 3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 660    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1267   2.000000 3.000000  Sometimes    no 2.102976  no 0.000000 0.000000
## 482    3.000000 4.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 1390   1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 1298   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 917    2.002796 3.000000  Sometimes    no 2.526775  no 0.271174 0.806069
## 1932.1 3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 768    2.954996 3.714833  Sometimes    no 2.430918  no 2.545931 0.469735
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1821   3.000000 3.000000  Sometimes    no 2.687378  no 0.000000 0.410651
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 1048   1.650505 3.000000  Sometimes    no 2.000000  no 1.732340 1.000000
## 99.1   3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 416    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1366   2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 143.1  2.000000 3.000000 Frequently   yes 1.000000  no 1.000000 1.000000
## 1122   2.944287 1.466393  Sometimes    no 2.442775  no 0.675262 0.779334
## 698    2.896562 2.625475  Sometimes    no 2.839558 yes 1.949667 1.253311
## 1204   2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 507    3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 1381   2.252698 2.475228  Sometimes    no 2.923856  no 2.165429 0.616045
## 1720.2 1.263216 3.219347  Sometimes    no 1.981782  no 0.482625 0.000000
## 124    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1720.3 1.263216 3.219347  Sometimes    no 1.981782  no 0.482625 0.000000
## 1298.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 952    1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 808    1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1742   2.997951 3.000000  Sometimes    no 2.715856  no 0.739881 0.972054
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 358    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1301   2.983851 1.068443  Sometimes    no 2.854161  no 1.103209 1.000000
## 373    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 325    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1642   2.008245 3.000000  Sometimes    no 2.040137  no 0.000000 0.474216
## 564    3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 1074   2.003951 3.000000  Sometimes    no 1.207978  no 1.916751 1.228995
## 1909   3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 1073.1 2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 1819.2 3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 121    2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 867.1  2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 542    2.714447 3.000000 Frequently    no 2.000000  no 1.903182 1.000000
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 220.1  2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1667   2.869833 1.569176  Sometimes    no 1.533682  no 0.167943 1.368262
## 2052   3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 14     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1173   2.796060 1.971472  Sometimes    no 1.921601  no 0.935217 0.704637
## 207    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1584   2.938801 3.000000  Sometimes   yes 1.478994  no 0.946763 1.360463
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 898    2.872121 3.051804  Sometimes    no 2.111913  no 0.843709 0.153559
## 2069   3.000000 3.000000  Sometimes    no 2.909675  no 0.360908 0.573887
## 45     1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1222   2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 1681.1 2.938616 3.000000  Sometimes    no 2.060390  no 0.371508 1.333559
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1941   3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 160    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1274   1.851262 3.000000  Sometimes    no 2.112670  no 0.388269 0.000000
## 1215   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1006   2.061461 2.812283  Sometimes    no 3.000000  no 0.362441 0.785190
## 806    2.000000 1.000000         no    no 2.008760  no 0.631190 0.000000
## 1564   2.576449 2.419656  Sometimes    no 1.000000  no 1.982379 0.000000
## 452    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 576    1.344854 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1329   2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 1385   2.260543 1.374791  Sometimes    no 1.947935  no 0.000000 0.078607
## 1301.1 2.983851 1.068443  Sometimes    no 2.854161  no 1.103209 1.000000
## 1807   3.000000 3.000000  Sometimes    no 1.471664  no 0.143955 0.444532
## 1920.1 3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 1291   2.000000 3.000000  Sometimes    no 2.021270  no 1.814869 1.066603
## 45.1   1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1874.1 3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 1236   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1477   2.055209 3.000000  Sometimes    no 2.885852  no 0.903369 0.144510
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 607    1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 396.1  1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 1395   2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 1865   3.000000 3.000000  Sometimes    no 1.615548  no 1.376534 0.926052
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 1149   2.784383 3.000000  Sometimes    no 2.165605  no 0.855973 0.839659
## 2012   3.000000 3.000000  Sometimes    no 2.839069  no 1.231031 0.792496
## 1174   2.086898 1.818026  Sometimes    no 2.088929  no 0.305422 1.040787
## 499    3.000000 3.000000  Sometimes    no 1.152736  no 0.319156 1.000000
## 1381.1 2.252698 2.475228  Sometimes    no 2.923856  no 2.165429 0.616045
## 326    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 670    2.530233 3.249340  Sometimes    no 2.387945  no 1.976341 1.672508
## 1670   1.168856 3.000000  Sometimes    no 2.013205  no 1.246223 0.001590
## 1786   2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 1840   3.000000 3.000000  Sometimes    no 2.900857  no 1.508897 0.625371
## 1404.1 2.000000 3.000000  Sometimes    no 2.133469  no 1.030199 1.082838
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 412    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 393.2  3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 492    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 1.000000
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 1679   2.585942 3.000000  Sometimes    no 2.302506  no 0.597863 0.111925
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 100    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 1448.1 2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 2104   3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 2111   3.000000 3.000000  Sometimes    no 2.863513  no 1.026452 0.714137
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1101   1.096455 2.491315  Sometimes    no 2.450069  no 0.000000 0.726118
## 1516.1 2.549782 3.985442  Sometimes    no 1.000000  no 1.976582 0.000000
## 373.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 224    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 941    2.000000 3.000000  Sometimes    no 1.081597  no 1.000000 0.000000
## 1321.1 2.397280 2.036794  Sometimes    no 2.659419  no 1.062011 1.771135
## 483    2.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 749    2.204914 3.623364  Sometimes    no 1.815293  no 0.989316 0.000000
## 5.2    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 38     2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 278    2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 1649   2.918113 3.000000  Sometimes    no 2.240463  no 1.076248 1.480875
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1228   3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 878.1  2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 1019   2.000000 2.038373  Sometimes    no 2.000000  no 2.708250 1.506576
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 1807.1 3.000000 3.000000  Sometimes    no 1.471664  no 0.143955 0.444532
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 484    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 1177   3.000000 3.129155  Sometimes    no 2.000000  no 1.634134 1.000000
## 646    2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 1062   2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1118   1.973499 1.081805  Sometimes    no 2.000000  no 0.000000 0.464022
## 621    2.530066 3.000000  Sometimes    no 1.965237  no 2.000000 1.000000
## 2047   3.000000 3.000000  Sometimes    no 1.967707  no 0.014370 0.434073
## 1086.1 3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 1429.1 2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 46     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 420    1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 2021   3.000000 3.000000  Sometimes    no 2.613504  no 0.067985 0.778632
## 968.1  2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 1309   2.000000 3.000000  Sometimes    no 1.249307  no 0.973465 1.000000
## 837    2.615788 3.000000  Sometimes    no 1.771781  no 0.759422 0.686529
## 603    3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 1129   2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 1487   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 706    3.000000 3.000000 Frequently    no 2.009796  no 2.000000 0.071317
## 1928   3.000000 3.000000  Sometimes    no 2.770732  no 0.000000 0.125235
## 1596.1 2.722161 2.658837  Sometimes    no 2.375707  no 1.299469 0.000000
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 859    1.993101 3.171082  Sometimes    no 2.364498  no 1.224743 0.022245
## 1986   3.000000 3.000000  Sometimes    no 1.205548  no 1.723934 0.952352
## 1357   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 591    2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 1358   2.000000 2.475444  Sometimes    no 2.655795  no 1.000000 0.169879
## 1779   2.240757 2.911568  Sometimes    no 1.895876  no 0.822186 0.000000
## 211    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1294   2.060922 2.933409  Sometimes    no 2.235282  no 0.380633 0.002600
## 210    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 1069   2.000000 3.000000  Sometimes    no 2.000000  no 2.939733 1.692287
## 2096.1 3.000000 3.000000  Sometimes    no 1.716590  no 0.001272 0.545993
## 1183   2.215464 2.116195  Sometimes    no 1.809960  no 1.910577 0.971746
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1134   2.000000 2.997414  Sometimes    no 1.259454  no 0.935217 0.997600
## 167    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 2092   3.000000 3.000000  Sometimes    no 2.634342  no 0.000000 0.178301
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 2026   3.000000 3.000000  Sometimes    no 2.682909  no 1.318743 0.900497
## 243.2  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 699    2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 154    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1171   3.000000 3.000000  Sometimes    no 2.166024  no 0.000000 0.000000
## 826    2.048582 1.047197  Sometimes    no 2.000000  no 0.151360 0.225960
## 1949   3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 884    2.013782 2.625942  Sometimes    no 1.045586  no 0.553305 0.480214
## 299    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 2034   3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 1.1    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 336    1.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1639   2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1464   2.000000 3.000000  Sometimes    no 1.234943  no 0.008368 0.000000
## 1218   1.063449 1.000000  Sometimes    no 2.000000  no 0.000000 1.482016
## 1863   3.000000 3.000000  Sometimes    no 1.528258  no 0.015860 0.436068
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 782    2.903545 3.000000  Sometimes    no 1.549931  no 0.000000 0.273882
## 2111.1 3.000000 3.000000  Sometimes    no 2.863513  no 1.026452 0.714137
## 1868   3.000000 3.000000  Sometimes    no 2.507461  no 0.000000 0.368472
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 543    2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 2041   3.000000 3.000000  Sometimes    no 2.556068  no 0.016820 0.582840
## 1573   2.967300 3.000000  Sometimes    no 2.530035  no 1.045107 0.947866
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1379   2.902469 1.734762  Sometimes    no 2.600238  no 2.113992 0.584755
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 854    1.078529 1.211606  Sometimes    no 2.568063  no 3.000000 0.817983
## 552    3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 1284.1 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1615   2.998441 3.000000  Sometimes    no 2.462916  no 0.554646 1.992190
## 1129.1 2.011656 3.165837  Sometimes    no 1.844645  no 0.889963 0.395979
## 538    2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 1764   2.496190 3.000000  Sometimes   yes 1.662117  no 0.992371 0.217632
## 2104.1 3.000000 3.000000  Sometimes    no 1.650612  no 1.537639 0.912457
## 625    2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 1078   2.000000 3.000000  Sometimes    no 2.137550  no 0.000000 0.124977
## 29     3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 1423   2.000000 2.968098  Sometimes    no 2.000000  no 0.000000 1.292476
## 1692   2.519592 3.000000  Sometimes    no 2.229145  no 0.350717 1.140348
## 1924   3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 691.1  2.214980 2.641550  Sometimes    no 2.121251  no 0.998391 0.858820
## 1707   2.836055 2.675411  Sometimes    no 1.711666  no 0.937320 0.000000
## 387    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 2.000000
## 531    1.123939 4.000000 Frequently    no 1.000000  no 1.303976 0.371941
## 1422.1 2.000000 2.976098  Sometimes    no 2.000000  no 0.000000 1.393220
## 1558   2.323351 3.000000  Sometimes    no 2.165048  no 0.000000 1.493716
## 807.1  2.000000 1.000000         no    no 2.069184  no 0.729898 0.000000
## 162.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 104    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1391   1.967061 1.000000  Sometimes    no 2.548651  no 0.249264 1.516731
## 565.1  2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 292    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 245    2.000000 1.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1261   2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 209    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 712    1.052699 3.998618 Frequently    no 1.000000  no 2.000000 1.000000
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 552.1  3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 1960   3.000000 3.000000  Sometimes    no 2.436097  no 0.129178 0.683736
## 1915   3.000000 3.000000  Sometimes    no 2.511399  no 0.000000 0.258472
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 549    2.205439 3.000000  Sometimes    no 1.530531  no 2.000000 1.000000
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1337   2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1784   2.684335 2.711238  Sometimes    no 2.732331  no 1.156024 0.442456
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 204    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1002   2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 386    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 2032   3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 1551   1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 1779.1 2.240757 2.911568  Sometimes    no 1.895876  no 0.822186 0.000000
## 14.1   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 2081.1 3.000000 3.000000  Sometimes    no 2.474518  no 1.560261 0.662489
## 117.1  3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 1909.1 3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 913    1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 1370   2.340405 3.000000  Sometimes    no 1.655245  no 1.006884 0.548539
## 678    2.720701 3.000000  Sometimes    no 2.000000  no 1.862235 1.000000
## 178    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 1170.1 2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 235    2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 2003   3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 558    2.596364 3.000000  Sometimes    no 2.000000  no 0.281734 1.488372
## 1080   2.607335 3.000000  Sometimes    no 2.000000  no 0.451009 0.630866
## 4      3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 1161.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.527341 2.000000
## 538.1  2.000000 1.079760  Sometimes    no 1.000000  no 0.194745 1.547086
## 853    3.000000 1.000000  Sometimes    no 2.000000  no 2.877473 0.000000
## 1909.2 3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 1487.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 2019.1 3.000000 3.000000  Sometimes    no 1.063422  no 0.051097 0.543118
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 879.1  2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 1281   3.000000 3.000000  Sometimes    no 2.858171  no 1.813318 0.680215
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 777    2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 1623   3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 506.1  3.000000 3.000000  Sometimes    no 2.654702  no 0.000000 0.555468
## 704    3.000000 3.000000 Frequently    no 2.003570  no 1.259550 0.417116
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1360   2.407817 2.070033  Sometimes    no 1.796257  no 1.234483 0.178708
## 1202   1.521604 2.174968  Sometimes    no 2.000000  no 0.000000 0.632467
## 749.1  2.204914 3.623364  Sometimes    no 1.815293  no 0.989316 0.000000
## 1544   2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 1287   2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 819    2.000000 2.228113  Sometimes    no 2.045004  no 1.293665 0.961806
## 1210   3.000000 3.000000  Sometimes    no 2.045069  no 1.725931 1.619596
## 552.2  3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 2062   3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 419.1  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 709    1.694270 3.266644  Sometimes    no 1.095417  no 2.000000 1.000000
## 235.1  2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 613    2.204914 2.127797 Frequently    no 2.120292  no 0.995735 0.000000
## 1733   2.576910 3.000000  Sometimes    no 2.080187  no 1.042680 0.376683
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 26     2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 1926   3.000000 3.000000  Sometimes    no 2.226081  no 1.881761 0.933964
## 522.1  3.000000 1.894384  Sometimes    no 2.456581 yes 1.596576 0.997400
## 1927   3.000000 3.000000  Sometimes    no 2.164718  no 1.999631 0.941336
## 210.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 647    2.984425 3.000000 Frequently    no 2.044694  no 2.008256 1.250871
## 1179.1 1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 661    3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1551.1 1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 753    2.000000 3.000000  Sometimes    no 1.345298  no 1.097905 1.000000
## 1222.1 2.875990 1.291900  Sometimes    no 2.777712  no 0.432813 1.000000
## 394.1  1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1536   1.868212 3.000000  Sometimes    no 2.023328  no 0.000000 0.613992
## 1176.1 2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 942    2.000000 3.000000  Sometimes    no 1.833055  no 1.000000 0.000000
## 356.1  3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1452.1 2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 960    2.206399 1.000000  Sometimes    no 2.000000 yes 0.948930 1.772463
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1741   2.145114 2.888193  Sometimes    no 2.038128  no 0.852344 0.000000
## 269    2.000000 4.000000     Always    no 2.000000  no 0.000000 2.000000
## 36     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1540   2.197261 3.000000  Sometimes    no 1.111840  no 0.906843 0.976473
## 341    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 879.2  2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 552.3  3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 1350   2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 1722   2.310751 3.220181  Sometimes    no 1.006643  no 1.158040 0.000000
## 144    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1932.2 3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 880    2.778079 3.000000  Sometimes    no 1.696691 yes 0.942240 0.879925
## 1105   3.000000 3.000000  Sometimes    no 2.503198  no 0.000000 0.000000
## 1874.2 3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 1791   2.996717 2.791366  Sometimes    no 2.626309  no 1.194898 0.034897
## 904    2.416044 3.196043  Sometimes    no 1.352649  no 0.148628 1.082660
## 699.1  2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 550    2.059138 3.904858 Frequently    no 2.000000  no 0.821977 0.000000
## 112.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 448.1  2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1644.1 2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 2046   3.000000 3.000000  Sometimes    no 1.817860  no 0.011161 0.447224
## 1134.1 2.000000 2.997414  Sometimes    no 1.259454  no 0.935217 0.997600
## 900    2.178889 3.563744  Sometimes    no 1.853991  no 0.997731 0.000000
## 948    2.994480 3.000000  Sometimes    no 1.706568  no 0.784216 0.150969
## 835    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1425.1 2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1114   3.000000 3.000000  Sometimes    no 2.000000  no 2.040816 0.860321
## 312    2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1483   2.002564 1.974233  Sometimes    no 1.935398  no 1.649299 0.000000
## 660.1  3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 53.1   3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 955.1  2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 931    2.000000 3.156309         no    no 3.000000  no 1.179592 0.086868
## 1708   2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 1600   2.653721 1.265463  Sometimes    no 1.368457  no 0.218356 0.768071
## 1130   2.000000 3.000000  Sometimes    no 2.000000  no 2.270555 1.343044
## 2042   3.000000 3.000000  Sometimes    no 1.423073  no 0.197993 0.763359
## 1455   2.000000 1.706551  Sometimes    no 2.039514  no 1.000000 2.000000
## 80     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1089   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 355    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1440   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1537   1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 2087   3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 1694   2.970983 3.000000  Sometimes    no 2.828861  no 0.454944 1.915818
## 83     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 566.2  2.524428 4.000000  Sometimes    no 2.000000  no 2.000000 0.038380
## 468    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1796   2.724121 1.437959  Sometimes    no 1.590418  no 0.029603 1.122118
## 1066   2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 1431   2.045160 1.874532  Sometimes    no 2.856521  no 2.005286 0.105408
## 2034.1 3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 1262   2.000000 3.000000  Sometimes    no 3.000000  no 0.732186 1.000000
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 1434   2.049112 2.622055  Sometimes    no 2.280555  no 2.052896 0.896185
## 1771   1.528331 3.000000  Sometimes    no 2.079353  no 1.522429 0.228598
## 728.1  2.120185 4.000000  Sometimes    no 2.582165  no 2.000000 1.510609
## 1998   3.000000 3.000000  Sometimes    no 2.414739  no 1.917014 0.927982
## 845    1.901611 3.266501         no    no 2.926995  no 0.985872 0.307982
## 2040   3.000000 3.000000  Sometimes    no 2.225139  no 0.035928 0.565315
## 419.2  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 406    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1388   2.766320 1.317884  Sometimes    no 1.889341  no 0.990642 0.000000
## 1043   2.000000 1.000000  Sometimes    no 2.000000  no 1.472172 0.000000
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1937   3.000000 3.000000  Sometimes    no 1.910390  no 0.217455 0.775820
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 244.1  2.000000 3.000000  Sometimes   yes 3.000000  no 1.000000 0.000000
## 1662   2.826251 2.604998  Sometimes    no 1.842173  no 1.284798 0.000000
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1406   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 38.1   2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 600    1.813234 3.000000  Sometimes    no 1.274815  no 0.520407 1.673584
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 150    3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 692    2.915480 3.000000  Sometimes    no 1.777486  no 1.077469 1.000000
## 743    1.202075 3.000000  Sometimes    no 1.927976  no 0.023574 1.747256
## 1145.1 2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 775    2.915279 1.104642  Sometimes    no 1.530046  no 1.360635 0.000000
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 1030.1 2.759286 2.592570  Sometimes    no 2.549617  no 1.427233 0.519395
## 1969   3.000000 3.000000  Sometimes    no 1.029241  no 0.075776 1.000000
## 644    2.277436 3.502604  Sometimes    no 2.891713  no 1.696294 1.894902
## 1329.1 2.180047 2.733077  Sometimes    no 2.779620  no 1.454129 0.000000
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 591.1  2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 1577   2.263245 3.000000  Sometimes    no 2.092509  no 0.000000 1.836853
## 913.1  1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 2089   3.000000 3.000000  Sometimes    no 2.584305  no 0.000000 0.232108
## 140.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 1851   3.000000 3.000000  Sometimes    no 1.239833  no 0.162279 0.619235
## 850.1  2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 337    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1886.1 3.000000 3.000000  Sometimes    no 2.625537  no 0.000000 0.162494
## 699.2  2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 788    3.000000 2.809716  Sometimes    no 1.591425  no 0.178023 0.000000
## 1719   1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 1714.1 1.924632 3.000000  Sometimes    no 2.006595  no 0.176800 0.511694
## 1787.1 1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1445   2.000000 1.000000  Sometimes    no 2.000000  no 0.389717 0.000000
## 1871.2 3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 487    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1691   3.000000 3.000000  Sometimes    no 3.000000  no 1.467863 0.343635
## 1075.1 1.341380 1.946710  Sometimes    no 2.000000  no 0.000000 0.975504
## 216.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 2.000000
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 1726   2.938687 2.138375  Sometimes    no 1.251715  no 1.181811 0.778375
## 1926.1 3.000000 3.000000  Sometimes    no 2.226081  no 1.881761 0.933964
## 379.1  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 622    2.241606 3.000000 Frequently    no 1.846626  no 2.460238 0.814518
## 661.1  3.000000 2.974568 Frequently    no 1.145761 yes 0.879670 0.000000
## 1912   3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 842    2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 1459   2.107854 3.000000  Sometimes    no 1.383894  no 1.030526 0.831412
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 785    1.753750 1.296156  Sometimes    no 2.000000 yes 0.110174 1.944675
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 2083   3.000000 3.000000  Sometimes    no 2.827773  no 1.412357 0.901071
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 526    3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 1906   3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 1447   2.121909 3.000000  Sometimes    no 2.500556  no 1.207580 0.000000
## 1032   3.000000 3.339914  Sometimes    no 2.000000  no 1.000000 1.000000
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 1374   3.000000 3.000000  Sometimes    no 2.110611  no 1.890907 1.584830
## 1032.1 3.000000 3.339914  Sometimes    no 2.000000  no 1.000000 1.000000
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 276    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1872   3.000000 3.000000  Sometimes    no 1.657541  no 1.672639 0.629285
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 919    2.277077 1.000000  Sometimes    no 2.000000  no 1.061743 0.000000
## 449    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 286    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 222    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1025.1 2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 1240   2.096630 2.879541  Sometimes    no 2.432967  no 1.887012 0.000000
## 628    2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 1511   2.765330 3.000000  Sometimes    no 1.048584  no 0.192559 0.720411
## 208    2.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 878.2  2.000000 1.411685  Sometimes    no 1.859089  no 0.000000 1.306000
## 2097   3.000000 3.000000  Sometimes    no 2.094901  no 0.070890 0.599441
## 2088.1 3.000000 3.000000  Sometimes    no 2.550672  no 0.000000 0.224655
## 1628   2.281963 3.770379  Sometimes    no 1.000000  no 1.330519 0.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 1313   2.934671 2.119682  Sometimes    no 2.041462  no 0.578074 0.000000
## 200    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1780.1 2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1207.1 2.742796 2.937607  Sometimes    no 1.994670  no 1.000000 0.023564
## 1334.1 1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 322    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 2073.1 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 1621.1 3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 382    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 345    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 91.1   3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 401.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 295    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 2.000000
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 448.2  2.000000 4.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1912.1 3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 1935.1 3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1124.1 2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 1694.1 2.970983 3.000000  Sometimes    no 2.828861  no 0.454944 1.915818
## 1937.1 3.000000 3.000000  Sometimes    no 1.910390  no 0.217455 0.775820
## 1163   2.733129 3.000000  Sometimes    no 1.302594  no 0.000000 1.103349
## 843    2.971351 3.390143  Sometimes    no 2.133767  no 2.318492 0.678618
## 1141.1 1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 265.1  3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 971    2.153639 3.715148  Sometimes    no 2.703337  no 2.000000 0.226097
## 1589.1 1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 418    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 532    3.000000 3.000000  Sometimes    no 2.843777  no 1.488843 0.009254
## 304.1  2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1748.1 1.947495 3.000000  Sometimes    no 2.042073  no 0.000000 0.618087
## 581    2.432302 3.000000  Sometimes    no 2.000000  no 2.349495 1.000000
## 1896   3.000000 3.000000  Sometimes    no 1.000544  no 0.001297 1.000000
## 1270   2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 956    3.000000 2.400943  Sometimes    no 1.509734  no 0.167125 0.000000
## 937    2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 1425.2 2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 1238   2.069267 1.476204  Sometimes    no 3.000000  no 2.052520 0.092736
## 976    2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 1583   2.312528 3.000000  Sometimes    no 2.208068  no 1.076720 1.035711
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 2032.1 3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 1655   1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 1874.3 3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 1631   2.791660 2.132290  Sometimes    no 1.254589  no 0.652736 1.040713
## 1111.1 2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1261.1 2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 1438   2.736628 1.130751  Sometimes    no 1.385175  no 1.666965 0.000000
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 781    2.000000 3.000000  Sometimes    no 2.292073  no 1.067817 0.196680
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 530    3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 29.1   3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 1560   1.992889 3.000000  Sometimes    no 2.141271  no 1.121038 0.000000
## 323    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2043   3.000000 3.000000  Sometimes    no 1.299194  no 0.234303 0.946888
## 458.2  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 325.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 1279   2.000000 3.000000  Sometimes    no 3.000000  no 1.783858 0.000000
## 2087.1 3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 84     3.000000 3.000000         no    no 3.000000 yes 2.000000 0.000000
## 817    2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 603.1  3.000000 3.000000 Frequently    no 2.875583 yes 1.258504 0.000000
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 699.3  2.911877 3.098399  Sometimes    no 2.196405  no 2.328147 1.550110
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 671    3.000000 3.000000  Sometimes    no 2.000000  no 0.854337 1.000000
## 1265   2.000000 2.582591  Sometimes    no 1.535134  no 1.884520 0.000000
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1543   2.729890 3.000000  Sometimes    no 2.030084  no 0.592607 0.754417
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 957.1  2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 1694.2 2.970983 3.000000  Sometimes    no 2.828861  no 0.454944 1.915818
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 564.1  3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 568    3.000000 3.000000 Frequently    no 2.000000  no 0.139808 0.875464
## 1149.1 2.784383 3.000000  Sometimes    no 2.165605  no 0.855973 0.839659
## 2      3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 199    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 398    2.000000 4.000000 Frequently    no 3.000000  no 0.000000 0.000000
## 319.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 543.1  2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 177.1  3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 616    2.888530 1.000000 Frequently    no 1.000000  no 0.000000 0.196224
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 1949.1 3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 1348.1 2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 2111.2 3.000000 3.000000  Sometimes    no 2.863513  no 1.026452 0.714137
## 1027   2.033745 3.000000  Sometimes    no 1.517225  no 0.000000 1.517897
## 1529.1 1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 791    2.278644 1.000000  Sometimes    no 2.628985  no 1.000000 1.285373
## 1392.1 2.964419 1.000000  Sometimes    no 2.977516  no 0.742113 2.000000
## 1598   2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 1819.3 3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1920.2 3.000000 3.000000  Sometimes    no 1.019684  no 0.026033 1.000000
## 1111.2 2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 1994   3.000000 3.000000  Sometimes    no 2.868167  no 1.483720 0.835090
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 689    2.051283 2.645858  Sometimes    no 2.357520  no 0.291309 0.897942
## 1072   2.493448 3.000000  Sometimes    no 1.849997  no 0.954459 1.444532
## 783.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1845   3.000000 3.000000  Sometimes    no 1.698767  no 0.000000 0.543960
## 1086.2 3.000000 3.000000  Sometimes    no 2.147074  no 1.416076 1.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 1632   2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 897    2.000000 1.000000         no    no 2.795651  no 0.808730 0.000000
## 2050   3.000000 3.000000  Sometimes    no 1.353167  no 1.093679 0.534553
## 360    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1727   2.654792 1.077331  Sometimes    no 1.345407  no 0.327418 0.386861
## 1370.1 2.340405 3.000000  Sometimes    no 1.655245  no 1.006884 0.548539
## 1567   2.200588 3.000000  Sometimes    no 1.295697  no 1.058378 0.000000
## 1109   3.000000 3.362758  Sometimes    no 2.000000  no 2.892922 1.000000
## 240    3.000000 3.000000         no    no 3.000000 yes 3.000000 1.000000
## 123.1  3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 2045   3.000000 3.000000  Sometimes    no 1.495830  no 0.109327 0.384129
## 1025.2 2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 300.1  3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1727.1 2.654792 1.077331  Sometimes    no 1.345407  no 0.327418 0.386861
## 1401   2.334474 1.496776  Sometimes    no 2.776724  no 0.782416 0.167728
## 179    3.000000 3.000000 Frequently   yes 2.000000  no 2.000000 2.000000
## 1082   2.061384 2.579291  Sometimes    no 1.909253  no 1.000000 0.962468
## 25     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1126   2.000000 2.783336  Sometimes    no 2.000000  no 2.536615 1.206535
## 884.1  2.013782 2.625942  Sometimes    no 1.045586  no 0.553305 0.480214
## 88     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 88.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1476   2.685484 3.000000  Sometimes    no 2.649459  no 1.000000 0.000000
## 1420   2.949242 1.782109  Sometimes    no 2.210997  no 1.992719 0.000000
## 627    2.483979 3.762778  Sometimes    no 2.000000  no 2.000000 0.930051
## 2086   3.000000 3.000000  Sometimes    no 2.930137  no 0.043101 0.138629
## 681    2.000000 3.985250  Sometimes    no 2.654078  no 2.113151 2.000000
## 636    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.525597
## 476    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 439.1  3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 459    2.000000 3.000000     Always    no 1.000000  no 1.000000 1.000000
## 11     3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 566.3  2.524428 4.000000  Sometimes    no 2.000000  no 2.000000 0.038380
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 1655.1 1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 1237   2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 1949.2 3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 1818.1 3.000000 3.000000  Sometimes    no 2.737091  no 0.000000 0.037078
## 802    2.838969 3.000000  Sometimes    no 2.425927  no 1.000000 1.453335
## 197    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1716   2.191429 3.000000  Sometimes    no 2.102709  no 1.325340 0.380979
## 376    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 208.1  2.000000 3.000000         no    no 2.000000 yes 1.000000 0.000000
## 1159   2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 595    3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 478    3.000000 3.000000 Frequently    no 1.000000 yes 1.000000 1.000000
## 1691.1 3.000000 3.000000  Sometimes    no 3.000000  no 1.467863 0.343635
## 679    2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 607.1  1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 428    3.000000 3.000000         no    no 2.000000  no 3.000000 0.000000
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 1018   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.481890
## 1482   2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 595.1  3.000000 4.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 735    1.303878 3.000000  Sometimes    no 1.755497  no 0.062932 1.672532
## 1369   2.000000 1.672751  Sometimes    no 2.000000  no 0.000000 1.946173
## 547    1.492500 3.000000  Sometimes    no 1.049134  no 2.000000 1.000000
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 425    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1401.1 2.334474 1.496776  Sometimes    no 2.776724  no 0.782416 0.167728
## 259    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 53.2   3.000000 1.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1932.3 3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 1971   3.000000 3.000000  Sometimes    no 1.030501  no 0.065820 0.991473
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 2020.1 3.000000 3.000000  Sometimes    no 2.451260  no 0.043689 0.670402
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 1832   3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 2052.1 3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 1980.1 3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 1073.2 2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 156    3.000000 1.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1488   2.000000 3.000000  Sometimes    no 1.440526  no 0.000000 0.000000
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1381.2 2.252698 2.475228  Sometimes    no 2.923856  no 2.165429 0.616045
## 671.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.854337 1.000000
## 1193   1.837460 3.000000  Sometimes    no 2.000000  no 1.194519 1.212762
## 1798.1 2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 526.1  3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 1615.1 2.998441 3.000000  Sometimes    no 2.462916  no 0.554646 1.992190
## 879.3  2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 1904.2 3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 2101.1 3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 1777   2.499388 2.989791  Sometimes    no 1.959777  no 0.608100 0.646760
## 52     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 301.1  2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 775.1  2.915279 1.104642  Sometimes    no 1.530046  no 1.360635 0.000000
##              CALC                MTRANS          NObeyesdad
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 78             no Public_Transportation Overweight_Level_II
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 514            no Public_Transportation Insufficient_Weight
## 183            no Public_Transportation Insufficient_Weight
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 566            no            Automobile Insufficient_Weight
## 1142           no Public_Transportation Overweight_Level_II
## 456     Sometimes Public_Transportation       Normal_Weight
## 766     Sometimes            Automobile  Overweight_Level_I
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 873     Sometimes            Automobile  Overweight_Level_I
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1099    Sometimes            Automobile Overweight_Level_II
## 304     Sometimes Public_Transportation       Normal_Weight
## 1704    Sometimes Public_Transportation     Obesity_Type_II
## 1908.1  Sometimes Public_Transportation    Obesity_Type_III
## 1152    Sometimes Public_Transportation Overweight_Level_II
## 506     Sometimes Public_Transportation    Obesity_Type_III
## 1614    Sometimes            Automobile     Obesity_Type_II
## 306     Sometimes Public_Transportation     Obesity_Type_II
## 159     Sometimes            Automobile  Overweight_Level_I
## 1947    Sometimes Public_Transportation    Obesity_Type_III
## 1819    Sometimes Public_Transportation    Obesity_Type_III
## 1410           no Public_Transportation      Obesity_Type_I
## 1965    Sometimes Public_Transportation    Obesity_Type_III
## 97      Sometimes Public_Transportation       Normal_Weight
## 565            no            Automobile Insufficient_Weight
## 446     Sometimes Public_Transportation       Normal_Weight
## 117            no               Walking      Obesity_Type_I
## 987     Sometimes Public_Transportation Overweight_Level_II
## 367     Sometimes            Automobile Overweight_Level_II
## 1207    Sometimes Public_Transportation Overweight_Level_II
## 1172           no            Automobile Overweight_Level_II
## 1625    Sometimes            Automobile     Obesity_Type_II
## 887     Sometimes Public_Transportation  Overweight_Level_I
## 935     Sometimes Public_Transportation  Overweight_Level_I
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 751     Sometimes Public_Transportation  Overweight_Level_I
## 315            no               Walking       Normal_Weight
## 630            no Public_Transportation Insufficient_Weight
## 1191    Sometimes            Automobile Overweight_Level_II
## 1790    Sometimes Public_Transportation     Obesity_Type_II
## 955     Sometimes Public_Transportation  Overweight_Level_I
## 1425   Frequently            Automobile      Obesity_Type_I
## 902     Sometimes Public_Transportation  Overweight_Level_I
## 1328    Sometimes            Automobile      Obesity_Type_I
## 1123    Sometimes Public_Transportation Overweight_Level_II
## 1901    Sometimes Public_Transportation    Obesity_Type_III
## 1004   Frequently            Automobile Overweight_Level_II
## 762     Sometimes Public_Transportation  Overweight_Level_I
## 1939    Sometimes Public_Transportation    Obesity_Type_III
## 945            no Public_Transportation  Overweight_Level_I
## 354     Sometimes            Automobile       Normal_Weight
## 1804    Sometimes Public_Transportation    Obesity_Type_III
## 71             no Public_Transportation Overweight_Level_II
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 244     Sometimes            Automobile Overweight_Level_II
## 67     Frequently Public_Transportation Overweight_Level_II
## 1980    Sometimes Public_Transportation    Obesity_Type_III
## 380     Sometimes               Walking       Normal_Weight
## 713     Sometimes Public_Transportation Insufficient_Weight
## 555     Sometimes Public_Transportation Insufficient_Weight
## 1063           no            Automobile Overweight_Level_II
## 1422           no Public_Transportation      Obesity_Type_I
## 1053           no            Automobile Overweight_Level_II
## 888     Sometimes Public_Transportation  Overweight_Level_I
## 1809    Sometimes Public_Transportation    Obesity_Type_III
## 78.1           no Public_Transportation Overweight_Level_II
## 894            no            Automobile  Overweight_Level_I
## 1849    Sometimes Public_Transportation    Obesity_Type_III
## 401            no Public_Transportation  Overweight_Level_I
## 520            no Public_Transportation Insufficient_Weight
## 1408           no Public_Transportation      Obesity_Type_I
## 1377    Sometimes Public_Transportation      Obesity_Type_I
## 1590    Sometimes            Automobile     Obesity_Type_II
## 475            no Public_Transportation       Normal_Weight
## 1321    Sometimes            Automobile      Obesity_Type_I
## 493            no            Automobile Overweight_Level_II
## 1453    Sometimes Public_Transportation      Obesity_Type_I
## 1225           no Public_Transportation      Obesity_Type_I
## 1191.1  Sometimes            Automobile Overweight_Level_II
## 2064    Sometimes Public_Transportation    Obesity_Type_III
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 346     Sometimes Public_Transportation       Normal_Weight
## 1903    Sometimes Public_Transportation    Obesity_Type_III
## 1503    Sometimes            Automobile      Obesity_Type_I
## 1319           no Public_Transportation      Obesity_Type_I
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 458     Sometimes Public_Transportation       Normal_Weight
## 1008    Sometimes Public_Transportation Overweight_Level_II
## 684     Sometimes Public_Transportation Insufficient_Weight
## 1792           no Public_Transportation     Obesity_Type_II
## 2088    Sometimes Public_Transportation    Obesity_Type_III
## 873.1   Sometimes            Automobile  Overweight_Level_I
## 1836    Sometimes Public_Transportation    Obesity_Type_III
## 20      Sometimes Public_Transportation  Overweight_Level_I
## 20.1    Sometimes Public_Transportation  Overweight_Level_I
## 5       Sometimes Public_Transportation Overweight_Level_II
## 73             no Public_Transportation       Normal_Weight
## 715     Sometimes Public_Transportation Insufficient_Weight
## 1278           no Public_Transportation      Obesity_Type_I
## 732            no            Automobile Insufficient_Weight
## 1491    Sometimes            Automobile      Obesity_Type_I
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 968     Sometimes            Automobile  Overweight_Level_I
## 655            no Public_Transportation Insufficient_Weight
## 1444           no Public_Transportation      Obesity_Type_I
## 649            no Public_Transportation Insufficient_Weight
## 128     Sometimes Public_Transportation       Normal_Weight
## 789     Sometimes            Automobile  Overweight_Level_I
## 1008.1  Sometimes Public_Transportation Overweight_Level_II
## 430     Sometimes            Automobile       Normal_Weight
## 608     Sometimes Public_Transportation Insufficient_Weight
## 525     Sometimes Public_Transportation Insufficient_Weight
## 400     Sometimes             Motorbike       Normal_Weight
## 1473    Sometimes Public_Transportation      Obesity_Type_I
## 1474           no Public_Transportation      Obesity_Type_I
## 586     Sometimes Public_Transportation Insufficient_Weight
## 396     Sometimes Public_Transportation Insufficient_Weight
## 216     Sometimes Public_Transportation       Normal_Weight
## 867     Sometimes Public_Transportation  Overweight_Level_I
## 1934    Sometimes Public_Transportation    Obesity_Type_III
## 1818    Sometimes Public_Transportation    Obesity_Type_III
## 614     Sometimes Public_Transportation Insufficient_Weight
## 1141    Sometimes Public_Transportation Overweight_Level_II
## 198     Sometimes                  Bike     Obesity_Type_II
## 1682    Sometimes            Automobile     Obesity_Type_II
## 1953    Sometimes Public_Transportation    Obesity_Type_III
## 771     Sometimes Public_Transportation  Overweight_Level_I
## 53             no Public_Transportation       Normal_Weight
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 886            no Public_Transportation  Overweight_Level_I
## 1898    Sometimes Public_Transportation    Obesity_Type_III
## 59             no               Walking       Normal_Weight
## 1743    Sometimes            Automobile     Obesity_Type_II
## 932     Sometimes Public_Transportation  Overweight_Level_I
## 1410.1         no Public_Transportation      Obesity_Type_I
## 1862    Sometimes Public_Transportation    Obesity_Type_III
## 1408.1         no Public_Transportation      Obesity_Type_I
## 91             no Public_Transportation     Obesity_Type_II
## 1172.1         no            Automobile Overweight_Level_II
## 356     Sometimes Public_Transportation  Overweight_Level_I
## 653            no Public_Transportation Insufficient_Weight
## 1516           no Public_Transportation     Obesity_Type_II
## 1619           no            Automobile     Obesity_Type_II
## 143    Frequently            Automobile      Obesity_Type_I
## 1778    Sometimes            Automobile     Obesity_Type_II
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 1053.1         no            Automobile Overweight_Level_II
## 1088   Frequently            Automobile Overweight_Level_II
## 668     Sometimes            Automobile Insufficient_Weight
## 33      Sometimes               Walking       Normal_Weight
## 2103    Sometimes Public_Transportation    Obesity_Type_III
## 1124    Sometimes Public_Transportation Overweight_Level_II
## 73.1           no Public_Transportation       Normal_Weight
## 162            no            Automobile Overweight_Level_II
## 454     Sometimes            Automobile       Normal_Weight
## 1432           no Public_Transportation      Obesity_Type_I
## 1269    Sometimes Public_Transportation      Obesity_Type_I
## 123            no               Walking Insufficient_Weight
## 514.1          no Public_Transportation Insufficient_Weight
## 1515           no            Automobile     Obesity_Type_II
## 431     Sometimes Public_Transportation      Obesity_Type_I
## 362            no Public_Transportation      Obesity_Type_I
## 307     Sometimes Public_Transportation       Normal_Weight
## 1418    Sometimes            Automobile      Obesity_Type_I
## 141     Sometimes Public_Transportation Insufficient_Weight
## 634            no            Automobile Insufficient_Weight
## 55             no Public_Transportation       Normal_Weight
## 1732    Sometimes            Automobile     Obesity_Type_II
## 1666           no Public_Transportation     Obesity_Type_II
## 1974    Sometimes Public_Transportation    Obesity_Type_III
## 520.1          no Public_Transportation Insufficient_Weight
## 878            no Public_Transportation  Overweight_Level_I
## 393            no Public_Transportation       Normal_Weight
## 177            no Public_Transportation       Normal_Weight
## 394     Sometimes Public_Transportation Overweight_Level_II
## 851     Sometimes Public_Transportation  Overweight_Level_I
## 1621    Sometimes Public_Transportation     Obesity_Type_II
## 185     Sometimes Public_Transportation  Overweight_Level_I
## 522            no Public_Transportation Insufficient_Weight
## 574     Sometimes Public_Transportation Insufficient_Weight
## 957     Sometimes            Automobile  Overweight_Level_I
## 929     Sometimes Public_Transportation  Overweight_Level_I
## 1170    Sometimes Public_Transportation Overweight_Level_II
## 1886    Sometimes Public_Transportation    Obesity_Type_III
## 868            no Public_Transportation  Overweight_Level_I
## 1596    Sometimes Public_Transportation     Obesity_Type_II
## 116            no Public_Transportation       Normal_Weight
## 393.1          no Public_Transportation       Normal_Weight
## 1533    Sometimes Public_Transportation     Obesity_Type_II
## 1457    Sometimes Public_Transportation      Obesity_Type_I
## 1328.1  Sometimes            Automobile      Obesity_Type_I
## 1167           no Public_Transportation Overweight_Level_II
## 486     Sometimes Public_Transportation       Normal_Weight
## 1681    Sometimes            Automobile     Obesity_Type_II
## 1055    Sometimes Public_Transportation Overweight_Level_II
## 2105    Sometimes Public_Transportation    Obesity_Type_III
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 51      Sometimes               Walking       Normal_Weight
## 1389           no            Automobile      Obesity_Type_I
## 58             no Public_Transportation       Normal_Weight
## 1452    Sometimes Public_Transportation      Obesity_Type_I
## 2027    Sometimes Public_Transportation    Obesity_Type_III
## 1769    Sometimes Public_Transportation     Obesity_Type_II
## 829     Sometimes Public_Transportation  Overweight_Level_I
## 2059    Sometimes Public_Transportation    Obesity_Type_III
## 379     Sometimes Public_Transportation       Normal_Weight
## 1392    Sometimes Public_Transportation      Obesity_Type_I
## 456.1   Sometimes Public_Transportation       Normal_Weight
## 1285           no Public_Transportation      Obesity_Type_I
## 5.1     Sometimes Public_Transportation Overweight_Level_II
## 1964    Sometimes Public_Transportation    Obesity_Type_III
## 1296    Sometimes            Automobile      Obesity_Type_I
## 320     Sometimes            Automobile  Overweight_Level_I
## 1320    Sometimes            Automobile      Obesity_Type_I
## 1404           no Public_Transportation      Obesity_Type_I
## 1489    Sometimes            Automobile      Obesity_Type_I
## 1658           no Public_Transportation     Obesity_Type_II
## 458.1   Sometimes Public_Transportation       Normal_Weight
## 1643    Sometimes            Automobile     Obesity_Type_II
## 1819.1  Sometimes Public_Transportation    Obesity_Type_III
## 1220           no Public_Transportation      Obesity_Type_I
## 1495           no Public_Transportation      Obesity_Type_I
## 122    Frequently Public_Transportation Overweight_Level_II
## 617            no Public_Transportation Insufficient_Weight
## 691     Sometimes Public_Transportation Insufficient_Weight
## 612            no Public_Transportation Insufficient_Weight
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 1985    Sometimes Public_Transportation    Obesity_Type_III
## 765     Sometimes Public_Transportation  Overweight_Level_I
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 1612    Sometimes Public_Transportation     Obesity_Type_II
## 1798           no Public_Transportation     Obesity_Type_II
## 2019    Sometimes Public_Transportation    Obesity_Type_III
## 795     Sometimes Public_Transportation  Overweight_Level_I
## 1838    Sometimes Public_Transportation    Obesity_Type_III
## 2081    Sometimes Public_Transportation    Obesity_Type_III
## 185.1   Sometimes Public_Transportation  Overweight_Level_I
## 1075    Sometimes Public_Transportation Overweight_Level_II
## 419     Sometimes Public_Transportation      Obesity_Type_I
## 1520    Sometimes            Automobile     Obesity_Type_II
## 1250    Sometimes Public_Transportation      Obesity_Type_I
## 602     Sometimes Public_Transportation Insufficient_Weight
## 879            no Public_Transportation  Overweight_Level_I
## 1546    Sometimes Public_Transportation     Obesity_Type_II
## 439     Sometimes            Automobile       Normal_Weight
## 1978    Sometimes Public_Transportation    Obesity_Type_III
## 1030    Sometimes            Automobile Overweight_Level_II
## 1497    Sometimes            Automobile      Obesity_Type_I
## 839     Sometimes Public_Transportation  Overweight_Level_I
## 1161           no Public_Transportation Overweight_Level_II
## 181            no Public_Transportation       Normal_Weight
## 1849.1  Sometimes Public_Transportation    Obesity_Type_III
## 1338    Sometimes Public_Transportation      Obesity_Type_I
## 448     Sometimes Public_Transportation  Overweight_Level_I
## 1720    Sometimes            Automobile     Obesity_Type_II
## 260     Sometimes Public_Transportation      Obesity_Type_I
## 1443    Sometimes            Automobile      Obesity_Type_I
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 301     Sometimes Public_Transportation       Normal_Weight
## 437    Frequently            Automobile       Normal_Weight
## 895            no            Automobile  Overweight_Level_I
## 77             no Public_Transportation Insufficient_Weight
## 1015           no            Automobile Overweight_Level_II
## 1428           no Public_Transportation      Obesity_Type_I
## 594            no            Automobile Insufficient_Weight
## 1871    Sometimes Public_Transportation    Obesity_Type_III
## 1412    Sometimes Public_Transportation      Obesity_Type_I
## 251            no Public_Transportation Overweight_Level_II
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 1625.1  Sometimes            Automobile     Obesity_Type_II
## 1943.1  Sometimes Public_Transportation    Obesity_Type_III
## 665            no Public_Transportation Insufficient_Weight
## 353     Sometimes               Walking       Normal_Weight
## 611            no Public_Transportation Insufficient_Weight
## 728            no            Automobile Insufficient_Weight
## 1176    Sometimes            Automobile Overweight_Level_II
## 1860    Sometimes Public_Transportation    Obesity_Type_III
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 290     Sometimes            Automobile       Normal_Weight
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 1748    Sometimes            Automobile     Obesity_Type_II
## 1192    Sometimes Public_Transportation Overweight_Level_II
## 215     Sometimes Public_Transportation       Normal_Weight
## 134    Frequently Public_Transportation       Normal_Weight
## 1340    Sometimes Public_Transportation      Obesity_Type_I
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 594.1          no            Automobile Insufficient_Weight
## 566.1          no            Automobile Insufficient_Weight
## 2109    Sometimes Public_Transportation    Obesity_Type_III
## 442            no Public_Transportation       Normal_Weight
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 1157           no            Automobile Overweight_Level_II
## 353.1   Sometimes               Walking       Normal_Weight
## 1874    Sometimes Public_Transportation    Obesity_Type_III
## 1448           no Public_Transportation      Obesity_Type_I
## 1938    Sometimes Public_Transportation    Obesity_Type_III
## 949     Sometimes            Automobile  Overweight_Level_I
## 330     Sometimes Public_Transportation      Obesity_Type_I
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 1758    Sometimes Public_Transportation     Obesity_Type_II
## 2096    Sometimes Public_Transportation    Obesity_Type_III
## 1248           no Public_Transportation      Obesity_Type_I
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1904    Sometimes Public_Transportation    Obesity_Type_III
## 12      Sometimes Public_Transportation Overweight_Level_II
## 1932    Sometimes Public_Transportation    Obesity_Type_III
## 498     Sometimes Public_Transportation       Normal_Weight
## 375     Sometimes            Automobile       Normal_Weight
## 1714    Sometimes            Automobile     Obesity_Type_II
## 1871.1  Sometimes Public_Transportation    Obesity_Type_III
## 533     Sometimes            Automobile Insufficient_Weight
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 2077    Sometimes Public_Transportation    Obesity_Type_III
## 243            no            Automobile       Normal_Weight
## 1362    Sometimes Public_Transportation      Obesity_Type_I
## 365     Sometimes Public_Transportation  Overweight_Level_I
## 972     Sometimes Public_Transportation  Overweight_Level_I
## 1457.1  Sometimes Public_Transportation      Obesity_Type_I
## 243.1          no            Automobile       Normal_Weight
## 1367           no Public_Transportation      Obesity_Type_I
## 404            no            Automobile    Obesity_Type_III
## 1284           no Public_Transportation      Obesity_Type_I
## 1025    Sometimes Public_Transportation Overweight_Level_II
## 1720.1  Sometimes            Automobile     Obesity_Type_II
## 138            no             Motorbike      Obesity_Type_I
## 1086   Frequently            Automobile Overweight_Level_II
## 546            no Public_Transportation Insufficient_Weight
## 99      Sometimes Public_Transportation Insufficient_Weight
## 1153    Sometimes Public_Transportation Overweight_Level_II
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 389            no Public_Transportation      Obesity_Type_I
## 1920    Sometimes Public_Transportation    Obesity_Type_III
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 807     Sometimes Public_Transportation  Overweight_Level_I
## 1589    Sometimes Public_Transportation     Obesity_Type_II
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 220     Sometimes Public_Transportation  Overweight_Level_I
## 1373           no Public_Transportation      Obesity_Type_I
## 1904.1  Sometimes Public_Transportation    Obesity_Type_III
## 1054    Sometimes Public_Transportation Overweight_Level_II
## 847     Sometimes Public_Transportation  Overweight_Level_I
## 2020    Sometimes Public_Transportation    Obesity_Type_III
## 319     Sometimes Public_Transportation       Normal_Weight
## 672            no Public_Transportation Insufficient_Weight
## 430.1   Sometimes            Automobile       Normal_Weight
## 480     Sometimes Public_Transportation       Normal_Weight
## 2080.1  Sometimes Public_Transportation    Obesity_Type_III
## 660     Sometimes Public_Transportation Insufficient_Weight
## 1267    Sometimes            Automobile      Obesity_Type_I
## 482     Sometimes Public_Transportation       Normal_Weight
## 1390    Sometimes Public_Transportation      Obesity_Type_I
## 1298           no Public_Transportation      Obesity_Type_I
## 917     Sometimes            Automobile  Overweight_Level_I
## 1932.1  Sometimes Public_Transportation    Obesity_Type_III
## 1334           no Public_Transportation      Obesity_Type_I
## 768     Sometimes Public_Transportation  Overweight_Level_I
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 1              no Public_Transportation       Normal_Weight
## 1821    Sometimes Public_Transportation    Obesity_Type_III
## 1429           no Public_Transportation      Obesity_Type_I
## 1048    Sometimes Public_Transportation Overweight_Level_II
## 99.1    Sometimes Public_Transportation Insufficient_Weight
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 416            no               Walking       Normal_Weight
## 1366           no Public_Transportation      Obesity_Type_I
## 143.1  Frequently            Automobile      Obesity_Type_I
## 1122           no            Automobile Overweight_Level_II
## 698            no Public_Transportation Insufficient_Weight
## 1204           no Public_Transportation Overweight_Level_II
## 507     Sometimes Public_Transportation    Obesity_Type_III
## 1381   Frequently            Automobile      Obesity_Type_I
## 1720.2  Sometimes            Automobile     Obesity_Type_II
## 124            no Public_Transportation       Normal_Weight
## 1720.3  Sometimes            Automobile     Obesity_Type_II
## 1298.1         no Public_Transportation      Obesity_Type_I
## 952     Sometimes Public_Transportation  Overweight_Level_I
## 808            no            Automobile  Overweight_Level_I
## 1742    Sometimes            Automobile     Obesity_Type_II
## 1609    Sometimes            Automobile     Obesity_Type_II
## 358            no            Automobile       Normal_Weight
## 1301           no Public_Transportation      Obesity_Type_I
## 373            no            Automobile       Normal_Weight
## 1703           no Public_Transportation     Obesity_Type_II
## 325     Sometimes Public_Transportation  Overweight_Level_I
## 1642    Sometimes            Automobile     Obesity_Type_II
## 564     Sometimes Public_Transportation Insufficient_Weight
## 1074           no Public_Transportation Overweight_Level_II
## 1909    Sometimes Public_Transportation    Obesity_Type_III
## 1073.1  Sometimes Public_Transportation Overweight_Level_II
## 1819.2  Sometimes Public_Transportation    Obesity_Type_III
## 110            no Public_Transportation      Obesity_Type_I
## 121            no               Walking  Overweight_Level_I
## 867.1   Sometimes Public_Transportation  Overweight_Level_I
## 804            no            Automobile  Overweight_Level_I
## 542     Sometimes Public_Transportation Insufficient_Weight
## 171     Sometimes Public_Transportation Overweight_Level_II
## 220.1   Sometimes Public_Transportation  Overweight_Level_I
## 1667           no Public_Transportation     Obesity_Type_II
## 2052    Sometimes Public_Transportation    Obesity_Type_III
## 14     Frequently            Automobile      Obesity_Type_I
## 1173           no            Automobile Overweight_Level_II
## 207            no Public_Transportation      Obesity_Type_I
## 1584    Sometimes Public_Transportation     Obesity_Type_II
## 1711           no Public_Transportation     Obesity_Type_II
## 898     Sometimes            Automobile  Overweight_Level_I
## 2069    Sometimes Public_Transportation    Obesity_Type_III
## 45             no Public_Transportation       Normal_Weight
## 1222           no Public_Transportation      Obesity_Type_I
## 165     Sometimes            Automobile Overweight_Level_II
## 1681.1  Sometimes            Automobile     Obesity_Type_II
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 1941    Sometimes Public_Transportation    Obesity_Type_III
## 160    Frequently            Automobile Overweight_Level_II
## 1274    Sometimes            Automobile      Obesity_Type_I
## 1215    Sometimes Public_Transportation      Obesity_Type_I
## 1006    Sometimes Public_Transportation Overweight_Level_II
## 806     Sometimes Public_Transportation  Overweight_Level_I
## 1564           no Public_Transportation     Obesity_Type_II
## 452            no Public_Transportation       Normal_Weight
## 576     Sometimes Public_Transportation Insufficient_Weight
## 1329    Sometimes            Automobile      Obesity_Type_I
## 1385           no Public_Transportation      Obesity_Type_I
## 1301.1         no Public_Transportation      Obesity_Type_I
## 1807    Sometimes Public_Transportation    Obesity_Type_III
## 1920.1  Sometimes Public_Transportation    Obesity_Type_III
## 1291           no Public_Transportation      Obesity_Type_I
## 45.1           no Public_Transportation       Normal_Weight
## 1874.1  Sometimes Public_Transportation    Obesity_Type_III
## 1236           no Public_Transportation      Obesity_Type_I
## 1477    Sometimes Public_Transportation      Obesity_Type_I
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 607     Sometimes Public_Transportation Insufficient_Weight
## 396.1   Sometimes Public_Transportation Insufficient_Weight
## 1395           no Public_Transportation      Obesity_Type_I
## 1865    Sometimes Public_Transportation    Obesity_Type_III
## 1361    Sometimes            Automobile      Obesity_Type_I
## 1149   Frequently            Automobile Overweight_Level_II
## 2012    Sometimes Public_Transportation    Obesity_Type_III
## 1174           no            Automobile Overweight_Level_II
## 499     Sometimes Public_Transportation    Obesity_Type_III
## 1381.1 Frequently            Automobile      Obesity_Type_I
## 326     Sometimes Public_Transportation       Normal_Weight
## 670            no            Automobile Insufficient_Weight
## 1670    Sometimes Public_Transportation     Obesity_Type_II
## 1786    Sometimes Public_Transportation     Obesity_Type_II
## 1840    Sometimes Public_Transportation    Obesity_Type_III
## 1404.1         no Public_Transportation      Obesity_Type_I
## 696            no            Automobile Insufficient_Weight
## 412     Sometimes Public_Transportation  Overweight_Level_I
## 393.2          no Public_Transportation       Normal_Weight
## 492     Sometimes Public_Transportation       Normal_Weight
## 317            no            Automobile       Normal_Weight
## 1656    Sometimes            Automobile     Obesity_Type_II
## 1679    Sometimes Public_Transportation     Obesity_Type_II
## 1273    Sometimes            Automobile      Obesity_Type_I
## 100    Frequently Public_Transportation       Normal_Weight
## 1448.1         no Public_Transportation      Obesity_Type_I
## 2104    Sometimes Public_Transportation    Obesity_Type_III
## 2111    Sometimes Public_Transportation    Obesity_Type_III
## 1780           no Public_Transportation     Obesity_Type_II
## 1101    Sometimes Public_Transportation Overweight_Level_II
## 1516.1         no Public_Transportation     Obesity_Type_II
## 373.1          no            Automobile       Normal_Weight
## 509     Sometimes Public_Transportation Insufficient_Weight
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 527     Sometimes Public_Transportation Insufficient_Weight
## 224            no Public_Transportation       Normal_Weight
## 941     Sometimes Public_Transportation  Overweight_Level_I
## 1321.1  Sometimes            Automobile      Obesity_Type_I
## 483     Sometimes Public_Transportation       Normal_Weight
## 749     Sometimes Public_Transportation  Overweight_Level_I
## 5.2     Sometimes Public_Transportation Overweight_Level_II
## 38      Sometimes Public_Transportation       Normal_Weight
## 278     Sometimes               Walking       Normal_Weight
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 1649    Sometimes            Automobile     Obesity_Type_II
## 1162           no Public_Transportation Overweight_Level_II
## 1228    Sometimes Public_Transportation      Obesity_Type_I
## 878.1          no Public_Transportation  Overweight_Level_I
## 1019    Sometimes Public_Transportation Overweight_Level_II
## 92     Frequently Public_Transportation       Normal_Weight
## 1807.1  Sometimes Public_Transportation    Obesity_Type_III
## 577     Sometimes Public_Transportation Insufficient_Weight
## 484            no Public_Transportation  Overweight_Level_I
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 1177           no Public_Transportation Overweight_Level_II
## 646            no Public_Transportation Insufficient_Weight
## 1062    Sometimes Public_Transportation Overweight_Level_II
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 1118    Sometimes Public_Transportation Overweight_Level_II
## 621     Sometimes Public_Transportation Insufficient_Weight
## 2047    Sometimes Public_Transportation    Obesity_Type_III
## 1086.1 Frequently            Automobile Overweight_Level_II
## 1429.1         no Public_Transportation      Obesity_Type_I
## 46             no Public_Transportation Overweight_Level_II
## 420     Sometimes Public_Transportation      Obesity_Type_I
## 1723           no            Automobile     Obesity_Type_II
## 2021    Sometimes Public_Transportation    Obesity_Type_III
## 968.1   Sometimes            Automobile  Overweight_Level_I
## 1309           no Public_Transportation      Obesity_Type_I
## 837     Sometimes            Automobile  Overweight_Level_I
## 603     Sometimes Public_Transportation Insufficient_Weight
## 1129           no            Automobile Overweight_Level_II
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 1487           no Public_Transportation      Obesity_Type_I
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 706            no Public_Transportation Insufficient_Weight
## 1928    Sometimes Public_Transportation    Obesity_Type_III
## 1596.1  Sometimes Public_Transportation     Obesity_Type_II
## 214            no Public_Transportation       Normal_Weight
## 859     Sometimes Public_Transportation  Overweight_Level_I
## 1986    Sometimes Public_Transportation    Obesity_Type_III
## 1357    Sometimes            Automobile      Obesity_Type_I
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 591     Sometimes Public_Transportation Insufficient_Weight
## 1358           no Public_Transportation      Obesity_Type_I
## 1779    Sometimes            Automobile     Obesity_Type_II
## 211            no Public_Transportation     Obesity_Type_II
## 1294           no Public_Transportation      Obesity_Type_I
## 210     Sometimes Public_Transportation       Normal_Weight
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 1069           no Public_Transportation Overweight_Level_II
## 2096.1  Sometimes Public_Transportation    Obesity_Type_III
## 1183           no Public_Transportation Overweight_Level_II
## 87             no Public_Transportation       Normal_Weight
## 1134    Sometimes            Automobile Overweight_Level_II
## 167     Sometimes            Automobile       Normal_Weight
## 2092    Sometimes Public_Transportation    Obesity_Type_III
## 1539           no Public_Transportation     Obesity_Type_II
## 2026    Sometimes Public_Transportation    Obesity_Type_III
## 243.2          no            Automobile       Normal_Weight
## 699     Sometimes Public_Transportation Insufficient_Weight
## 686            no Public_Transportation Insufficient_Weight
## 154            no            Automobile Overweight_Level_II
## 1171           no            Automobile Overweight_Level_II
## 826     Sometimes            Automobile  Overweight_Level_I
## 1949    Sometimes Public_Transportation    Obesity_Type_III
## 884     Sometimes            Automobile  Overweight_Level_I
## 299    Frequently Public_Transportation       Normal_Weight
## 2034    Sometimes Public_Transportation    Obesity_Type_III
## 1.1            no Public_Transportation       Normal_Weight
## 336     Sometimes Public_Transportation Insufficient_Weight
## 1639    Sometimes            Automobile     Obesity_Type_II
## 1464    Sometimes Public_Transportation      Obesity_Type_I
## 1218    Sometimes Public_Transportation      Obesity_Type_I
## 1863    Sometimes Public_Transportation    Obesity_Type_III
## 821     Sometimes            Automobile  Overweight_Level_I
## 782     Sometimes Public_Transportation  Overweight_Level_I
## 2111.1  Sometimes Public_Transportation    Obesity_Type_III
## 1868    Sometimes Public_Transportation    Obesity_Type_III
## 979     Sometimes Public_Transportation Overweight_Level_II
## 543     Sometimes Public_Transportation Insufficient_Weight
## 172     Sometimes Public_Transportation       Normal_Weight
## 2041    Sometimes Public_Transportation    Obesity_Type_III
## 1573    Sometimes            Automobile     Obesity_Type_II
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1379    Sometimes            Automobile      Obesity_Type_I
## 1276           no Public_Transportation      Obesity_Type_I
## 854            no Public_Transportation  Overweight_Level_I
## 552            no Public_Transportation Insufficient_Weight
## 1284.1         no Public_Transportation      Obesity_Type_I
## 1615    Sometimes            Automobile     Obesity_Type_II
## 1129.1         no            Automobile Overweight_Level_II
## 538     Sometimes Public_Transportation Insufficient_Weight
## 1764    Sometimes Public_Transportation     Obesity_Type_II
## 2104.1  Sometimes Public_Transportation    Obesity_Type_III
## 625     Sometimes Public_Transportation Insufficient_Weight
## 1078           no Public_Transportation Overweight_Level_II
## 29      Sometimes Public_Transportation       Normal_Weight
## 1423           no Public_Transportation      Obesity_Type_I
## 1692    Sometimes            Automobile     Obesity_Type_II
## 1924    Sometimes Public_Transportation    Obesity_Type_III
## 691.1   Sometimes Public_Transportation Insufficient_Weight
## 1707    Sometimes Public_Transportation     Obesity_Type_II
## 387            no Public_Transportation       Normal_Weight
## 531     Sometimes Public_Transportation Insufficient_Weight
## 1422.1         no Public_Transportation      Obesity_Type_I
## 1558    Sometimes            Automobile     Obesity_Type_II
## 807.1   Sometimes Public_Transportation  Overweight_Level_I
## 162.1          no            Automobile Overweight_Level_II
## 104     Sometimes Public_Transportation       Normal_Weight
## 1391    Sometimes Public_Transportation      Obesity_Type_I
## 565.1          no            Automobile Insufficient_Weight
## 1593           no Public_Transportation     Obesity_Type_II
## 292            no               Walking Insufficient_Weight
## 245     Sometimes Public_Transportation       Normal_Weight
## 1261    Sometimes Public_Transportation      Obesity_Type_I
## 209     Sometimes Public_Transportation       Normal_Weight
## 712     Sometimes Public_Transportation Insufficient_Weight
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 552.1          no Public_Transportation Insufficient_Weight
## 1960    Sometimes Public_Transportation    Obesity_Type_III
## 1915    Sometimes Public_Transportation    Obesity_Type_III
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 266     Sometimes Public_Transportation Insufficient_Weight
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 549     Sometimes Public_Transportation Insufficient_Weight
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 1337    Sometimes Public_Transportation      Obesity_Type_I
## 1784    Sometimes Public_Transportation     Obesity_Type_II
## 140            no Public_Transportation       Normal_Weight
## 204     Sometimes            Automobile      Obesity_Type_I
## 1198           no            Automobile Overweight_Level_II
## 1002    Sometimes Public_Transportation Overweight_Level_II
## 386            no Public_Transportation       Normal_Weight
## 2032    Sometimes Public_Transportation    Obesity_Type_III
## 1551    Sometimes Public_Transportation     Obesity_Type_II
## 1779.1  Sometimes            Automobile     Obesity_Type_II
## 14.1   Frequently            Automobile      Obesity_Type_I
## 2081.1  Sometimes Public_Transportation    Obesity_Type_III
## 117.1          no               Walking      Obesity_Type_I
## 1909.1  Sometimes Public_Transportation    Obesity_Type_III
## 913     Sometimes Public_Transportation  Overweight_Level_I
## 1370           no Public_Transportation      Obesity_Type_I
## 678     Sometimes Public_Transportation Insufficient_Weight
## 178     Sometimes Public_Transportation       Normal_Weight
## 1170.1  Sometimes Public_Transportation Overweight_Level_II
## 235            no Public_Transportation       Normal_Weight
## 2003    Sometimes Public_Transportation    Obesity_Type_III
## 558     Sometimes Public_Transportation Insufficient_Weight
## 1080    Sometimes Public_Transportation Overweight_Level_II
## 4      Frequently               Walking  Overweight_Level_I
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 1161.1         no Public_Transportation Overweight_Level_II
## 538.1   Sometimes Public_Transportation Insufficient_Weight
## 853     Sometimes Public_Transportation  Overweight_Level_I
## 1909.2  Sometimes Public_Transportation    Obesity_Type_III
## 1487.1         no Public_Transportation      Obesity_Type_I
## 2019.1  Sometimes Public_Transportation    Obesity_Type_III
## 1449           no Public_Transportation      Obesity_Type_I
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 879.1          no Public_Transportation  Overweight_Level_I
## 1281    Sometimes Public_Transportation      Obesity_Type_I
## 776            no Public_Transportation  Overweight_Level_I
## 777     Sometimes Public_Transportation  Overweight_Level_I
## 1623           no Public_Transportation     Obesity_Type_II
## 506.1   Sometimes Public_Transportation    Obesity_Type_III
## 704            no Public_Transportation Insufficient_Weight
## 147    Frequently Public_Transportation       Normal_Weight
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1360    Sometimes            Automobile      Obesity_Type_I
## 1202    Sometimes Public_Transportation Overweight_Level_II
## 749.1   Sometimes Public_Transportation  Overweight_Level_I
## 1544    Sometimes Public_Transportation     Obesity_Type_II
## 1287           no            Automobile      Obesity_Type_I
## 819    Frequently Public_Transportation  Overweight_Level_I
## 1210    Sometimes Public_Transportation      Obesity_Type_I
## 552.2          no Public_Transportation Insufficient_Weight
## 738     Sometimes Public_Transportation Insufficient_Weight
## 2062    Sometimes Public_Transportation    Obesity_Type_III
## 1599           no Public_Transportation     Obesity_Type_II
## 419.1   Sometimes Public_Transportation      Obesity_Type_I
## 709     Sometimes Public_Transportation Insufficient_Weight
## 235.1          no Public_Transportation       Normal_Weight
## 613            no Public_Transportation Insufficient_Weight
## 1733    Sometimes            Automobile     Obesity_Type_II
## 513            no Public_Transportation Insufficient_Weight
## 26             no Public_Transportation       Normal_Weight
## 1926    Sometimes Public_Transportation    Obesity_Type_III
## 522.1          no Public_Transportation Insufficient_Weight
## 1927    Sometimes Public_Transportation    Obesity_Type_III
## 210.1   Sometimes Public_Transportation       Normal_Weight
## 647            no Public_Transportation Insufficient_Weight
## 1179.1  Sometimes Public_Transportation Overweight_Level_II
## 661     Sometimes Public_Transportation Insufficient_Weight
## 1551.1  Sometimes Public_Transportation     Obesity_Type_II
## 753     Sometimes Public_Transportation  Overweight_Level_I
## 1222.1         no Public_Transportation      Obesity_Type_I
## 394.1   Sometimes Public_Transportation Overweight_Level_II
## 1536    Sometimes            Automobile     Obesity_Type_II
## 1176.1  Sometimes            Automobile Overweight_Level_II
## 942     Sometimes Public_Transportation  Overweight_Level_I
## 356.1   Sometimes Public_Transportation  Overweight_Level_I
## 1452.1  Sometimes Public_Transportation      Obesity_Type_I
## 960            no Public_Transportation  Overweight_Level_I
## 112            no Public_Transportation       Normal_Weight
## 1741    Sometimes            Automobile     Obesity_Type_II
## 269            no Public_Transportation       Normal_Weight
## 36      Sometimes Public_Transportation Overweight_Level_II
## 1540    Sometimes Public_Transportation     Obesity_Type_II
## 341            no Public_Transportation       Normal_Weight
## 879.2          no Public_Transportation  Overweight_Level_I
## 552.3          no Public_Transportation Insufficient_Weight
## 1350    Sometimes Public_Transportation      Obesity_Type_I
## 1722           no            Automobile     Obesity_Type_II
## 144     Sometimes            Automobile  Overweight_Level_I
## 1932.2  Sometimes Public_Transportation    Obesity_Type_III
## 880     Sometimes Public_Transportation  Overweight_Level_I
## 1105           no            Automobile Overweight_Level_II
## 1874.2  Sometimes Public_Transportation    Obesity_Type_III
## 1791    Sometimes Public_Transportation     Obesity_Type_II
## 904     Sometimes            Automobile  Overweight_Level_I
## 699.1   Sometimes Public_Transportation Insufficient_Weight
## 550            no Public_Transportation Insufficient_Weight
## 112.1          no Public_Transportation       Normal_Weight
## 448.1   Sometimes Public_Transportation  Overweight_Level_I
## 1380   Frequently            Automobile      Obesity_Type_I
## 1644.1  Sometimes Public_Transportation     Obesity_Type_II
## 2046    Sometimes Public_Transportation    Obesity_Type_III
## 1134.1  Sometimes            Automobile Overweight_Level_II
## 900     Sometimes Public_Transportation  Overweight_Level_I
## 948     Sometimes Public_Transportation  Overweight_Level_I
## 835     Sometimes Public_Transportation  Overweight_Level_I
## 1425.1 Frequently            Automobile      Obesity_Type_I
## 1114    Sometimes Public_Transportation Overweight_Level_II
## 312            no Public_Transportation       Normal_Weight
## 1239           no Public_Transportation      Obesity_Type_I
## 1483    Sometimes            Automobile      Obesity_Type_I
## 660.1   Sometimes Public_Transportation Insufficient_Weight
## 53.1           no Public_Transportation       Normal_Weight
## 265     Sometimes            Automobile       Normal_Weight
## 955.1   Sometimes Public_Transportation  Overweight_Level_I
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 931     Sometimes Public_Transportation  Overweight_Level_I
## 1708           no Public_Transportation     Obesity_Type_II
## 1600           no Public_Transportation     Obesity_Type_II
## 1130           no Public_Transportation Overweight_Level_II
## 2042    Sometimes Public_Transportation    Obesity_Type_III
## 1455    Sometimes Public_Transportation      Obesity_Type_I
## 80      Sometimes Public_Transportation       Normal_Weight
## 1089           no            Automobile Overweight_Level_II
## 355            no Public_Transportation       Normal_Weight
## 1440    Sometimes            Automobile      Obesity_Type_I
## 1537    Sometimes            Automobile     Obesity_Type_II
## 2087    Sometimes Public_Transportation    Obesity_Type_III
## 1694    Sometimes            Automobile     Obesity_Type_II
## 83             no Public_Transportation      Obesity_Type_I
## 566.2          no            Automobile Insufficient_Weight
## 468            no            Automobile       Normal_Weight
## 1796           no Public_Transportation     Obesity_Type_II
## 1066           no Public_Transportation Overweight_Level_II
## 1431    Sometimes            Automobile      Obesity_Type_I
## 2034.1  Sometimes Public_Transportation    Obesity_Type_III
## 1262    Sometimes Public_Transportation      Obesity_Type_I
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 1434           no Public_Transportation      Obesity_Type_I
## 1771    Sometimes Public_Transportation     Obesity_Type_II
## 728.1          no            Automobile Insufficient_Weight
## 1998    Sometimes Public_Transportation    Obesity_Type_III
## 845     Sometimes Public_Transportation  Overweight_Level_I
## 2040    Sometimes Public_Transportation    Obesity_Type_III
## 419.2   Sometimes Public_Transportation      Obesity_Type_I
## 406            no Public_Transportation Overweight_Level_II
## 1388           no            Automobile      Obesity_Type_I
## 1043           no            Automobile Overweight_Level_II
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1937    Sometimes Public_Transportation    Obesity_Type_III
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 244.1   Sometimes            Automobile Overweight_Level_II
## 1662    Sometimes Public_Transportation     Obesity_Type_II
## 390            no Public_Transportation  Overweight_Level_I
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 1406           no Public_Transportation      Obesity_Type_I
## 38.1    Sometimes Public_Transportation       Normal_Weight
## 659     Sometimes Public_Transportation Insufficient_Weight
## 600     Sometimes Public_Transportation Insufficient_Weight
## 1795           no Public_Transportation     Obesity_Type_II
## 150     Sometimes            Automobile      Obesity_Type_I
## 692     Sometimes Public_Transportation Insufficient_Weight
## 743     Sometimes Public_Transportation Insufficient_Weight
## 1145.1  Sometimes Public_Transportation Overweight_Level_II
## 775     Sometimes Public_Transportation  Overweight_Level_I
## 814     Sometimes            Automobile  Overweight_Level_I
## 1314           no Public_Transportation      Obesity_Type_I
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 1356    Sometimes            Automobile      Obesity_Type_I
## 1030.1  Sometimes            Automobile Overweight_Level_II
## 1969    Sometimes Public_Transportation    Obesity_Type_III
## 644            no Public_Transportation Insufficient_Weight
## 1329.1  Sometimes            Automobile      Obesity_Type_I
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 591.1   Sometimes Public_Transportation Insufficient_Weight
## 1577    Sometimes            Automobile     Obesity_Type_II
## 913.1   Sometimes Public_Transportation  Overweight_Level_I
## 2089    Sometimes Public_Transportation    Obesity_Type_III
## 140.1          no Public_Transportation       Normal_Weight
## 1247           no Public_Transportation      Obesity_Type_I
## 1851    Sometimes Public_Transportation    Obesity_Type_III
## 850.1   Sometimes Public_Transportation  Overweight_Level_I
## 337            no Public_Transportation       Normal_Weight
## 1886.1  Sometimes Public_Transportation    Obesity_Type_III
## 699.2   Sometimes Public_Transportation Insufficient_Weight
## 788     Sometimes            Automobile  Overweight_Level_I
## 1719    Sometimes Public_Transportation     Obesity_Type_II
## 1714.1  Sometimes            Automobile     Obesity_Type_II
## 1787.1  Sometimes Public_Transportation     Obesity_Type_II
## 1445           no Public_Transportation      Obesity_Type_I
## 1871.2  Sometimes Public_Transportation    Obesity_Type_III
## 487    Frequently Public_Transportation       Normal_Weight
## 1691    Sometimes Public_Transportation     Obesity_Type_II
## 1075.1  Sometimes Public_Transportation Overweight_Level_II
## 216.1   Sometimes Public_Transportation       Normal_Weight
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 1726           no Public_Transportation     Obesity_Type_II
## 1926.1  Sometimes Public_Transportation    Obesity_Type_III
## 379.1   Sometimes Public_Transportation       Normal_Weight
## 622            no Public_Transportation Insufficient_Weight
## 661.1   Sometimes Public_Transportation Insufficient_Weight
## 1912    Sometimes Public_Transportation    Obesity_Type_III
## 842     Sometimes Public_Transportation  Overweight_Level_I
## 1459    Sometimes Public_Transportation      Obesity_Type_I
## 783     Sometimes            Automobile  Overweight_Level_I
## 785     Sometimes Public_Transportation  Overweight_Level_I
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 2083    Sometimes Public_Transportation    Obesity_Type_III
## 1430    Sometimes            Automobile      Obesity_Type_I
## 526     Sometimes Public_Transportation Insufficient_Weight
## 1906    Sometimes Public_Transportation    Obesity_Type_III
## 1447           no Public_Transportation      Obesity_Type_I
## 1032    Sometimes Public_Transportation Overweight_Level_II
## 1295           no Public_Transportation      Obesity_Type_I
## 1374    Sometimes Public_Transportation      Obesity_Type_I
## 1032.1  Sometimes Public_Transportation Overweight_Level_II
## 1383    Sometimes            Automobile      Obesity_Type_I
## 276     Sometimes Public_Transportation       Normal_Weight
## 1872    Sometimes Public_Transportation    Obesity_Type_III
## 1797           no Public_Transportation     Obesity_Type_II
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 919     Sometimes Public_Transportation  Overweight_Level_I
## 449     Sometimes Public_Transportation     Obesity_Type_II
## 286     Sometimes Public_Transportation      Obesity_Type_I
## 222     Sometimes Public_Transportation Overweight_Level_II
## 1025.1  Sometimes Public_Transportation Overweight_Level_II
## 1240           no Public_Transportation      Obesity_Type_I
## 628     Sometimes Public_Transportation Insufficient_Weight
## 1511           no Public_Transportation      Obesity_Type_I
## 208     Sometimes               Walking       Normal_Weight
## 878.2          no Public_Transportation  Overweight_Level_I
## 2097    Sometimes Public_Transportation    Obesity_Type_III
## 2088.1  Sometimes Public_Transportation    Obesity_Type_III
## 1628           no            Automobile     Obesity_Type_II
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 1313    Sometimes            Automobile      Obesity_Type_I
## 200     Sometimes Public_Transportation       Normal_Weight
## 1780.1         no Public_Transportation     Obesity_Type_II
## 1207.1  Sometimes Public_Transportation Overweight_Level_II
## 1334.1         no Public_Transportation      Obesity_Type_I
## 322            no            Automobile       Normal_Weight
## 2073.1  Sometimes Public_Transportation    Obesity_Type_III
## 1621.1  Sometimes Public_Transportation     Obesity_Type_II
## 382     Sometimes Public_Transportation       Normal_Weight
## 345     Sometimes Public_Transportation    Obesity_Type_III
## 76             no Public_Transportation Insufficient_Weight
## 91.1           no Public_Transportation     Obesity_Type_II
## 401.1          no Public_Transportation  Overweight_Level_I
## 295     Sometimes Public_Transportation      Obesity_Type_I
## 1712    Sometimes            Automobile     Obesity_Type_II
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 448.2   Sometimes Public_Transportation  Overweight_Level_I
## 1912.1  Sometimes Public_Transportation    Obesity_Type_III
## 1935.1  Sometimes Public_Transportation    Obesity_Type_III
## 1013   Frequently Public_Transportation Overweight_Level_II
## 1124.1  Sometimes Public_Transportation Overweight_Level_II
## 1694.1  Sometimes            Automobile     Obesity_Type_II
## 1937.1  Sometimes Public_Transportation    Obesity_Type_III
## 1163           no            Automobile Overweight_Level_II
## 843     Sometimes Public_Transportation  Overweight_Level_I
## 1141.1  Sometimes Public_Transportation Overweight_Level_II
## 265.1   Sometimes            Automobile       Normal_Weight
## 971     Sometimes Public_Transportation  Overweight_Level_I
## 1589.1  Sometimes Public_Transportation     Obesity_Type_II
## 418    Frequently Public_Transportation Overweight_Level_II
## 532     Sometimes            Automobile Insufficient_Weight
## 304.1   Sometimes Public_Transportation       Normal_Weight
## 1300           no Public_Transportation      Obesity_Type_I
## 1748.1  Sometimes            Automobile     Obesity_Type_II
## 581            no            Automobile Insufficient_Weight
## 1896    Sometimes Public_Transportation    Obesity_Type_III
## 1270    Sometimes Public_Transportation      Obesity_Type_I
## 956     Sometimes            Automobile  Overweight_Level_I
## 937     Sometimes Public_Transportation  Overweight_Level_I
## 1425.2 Frequently            Automobile      Obesity_Type_I
## 1238   Frequently            Automobile      Obesity_Type_I
## 976    Frequently Public_Transportation  Overweight_Level_I
## 1583    Sometimes            Automobile     Obesity_Type_II
## 217     Sometimes               Walking       Normal_Weight
## 2032.1  Sometimes Public_Transportation    Obesity_Type_III
## 1655    Sometimes Public_Transportation     Obesity_Type_II
## 1874.3  Sometimes Public_Transportation    Obesity_Type_III
## 1631           no Public_Transportation     Obesity_Type_II
## 1111.1  Sometimes Public_Transportation Overweight_Level_II
## 108     Sometimes            Automobile  Overweight_Level_I
## 1261.1  Sometimes Public_Transportation      Obesity_Type_I
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 1438    Sometimes            Automobile      Obesity_Type_I
## 152     Sometimes            Automobile       Normal_Weight
## 781     Sometimes Public_Transportation  Overweight_Level_I
## 137     Sometimes Public_Transportation       Normal_Weight
## 1605           no Public_Transportation     Obesity_Type_II
## 530     Sometimes Public_Transportation Insufficient_Weight
## 158     Sometimes Public_Transportation       Normal_Weight
## 163     Sometimes Public_Transportation       Normal_Weight
## 29.1    Sometimes Public_Transportation       Normal_Weight
## 1560    Sometimes Public_Transportation     Obesity_Type_II
## 323     Sometimes Public_Transportation Insufficient_Weight
## 2043    Sometimes Public_Transportation    Obesity_Type_III
## 458.2   Sometimes Public_Transportation       Normal_Weight
## 325.1   Sometimes Public_Transportation  Overweight_Level_I
## 682            no Public_Transportation Insufficient_Weight
## 1279           no Public_Transportation      Obesity_Type_I
## 2087.1  Sometimes Public_Transportation    Obesity_Type_III
## 84             no               Walking Insufficient_Weight
## 817     Sometimes Public_Transportation  Overweight_Level_I
## 603.1   Sometimes Public_Transportation Insufficient_Weight
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 699.3   Sometimes Public_Transportation Insufficient_Weight
## 1433           no Public_Transportation      Obesity_Type_I
## 671     Sometimes Public_Transportation Insufficient_Weight
## 1265    Sometimes            Automobile      Obesity_Type_I
## 553     Sometimes Public_Transportation Insufficient_Weight
## 536            no Public_Transportation Insufficient_Weight
## 255            no Public_Transportation       Normal_Weight
## 1543    Sometimes            Automobile     Obesity_Type_II
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 957.1   Sometimes            Automobile  Overweight_Level_I
## 1694.2  Sometimes            Automobile     Obesity_Type_II
## 212            no Public_Transportation       Normal_Weight
## 564.1   Sometimes Public_Transportation Insufficient_Weight
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 568            no Public_Transportation Insufficient_Weight
## 1149.1 Frequently            Automobile Overweight_Level_II
## 2       Sometimes Public_Transportation       Normal_Weight
## 199            no Public_Transportation Insufficient_Weight
## 398            no Public_Transportation       Normal_Weight
## 319.1   Sometimes Public_Transportation       Normal_Weight
## 543.1   Sometimes Public_Transportation Insufficient_Weight
## 177.1          no Public_Transportation       Normal_Weight
## 616     Sometimes Public_Transportation Insufficient_Weight
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 1949.1  Sometimes Public_Transportation    Obesity_Type_III
## 746            no            Automobile  Overweight_Level_I
## 1348.1  Sometimes Public_Transportation      Obesity_Type_I
## 2111.2  Sometimes Public_Transportation    Obesity_Type_III
## 1027           no            Automobile Overweight_Level_II
## 1529.1  Sometimes Public_Transportation     Obesity_Type_II
## 791     Sometimes Public_Transportation  Overweight_Level_I
## 1392.1  Sometimes Public_Transportation      Obesity_Type_I
## 1598           no Public_Transportation     Obesity_Type_II
## 1819.3  Sometimes Public_Transportation    Obesity_Type_III
## 1920.2  Sometimes Public_Transportation    Obesity_Type_III
## 1111.2  Sometimes Public_Transportation Overweight_Level_II
## 1994    Sometimes Public_Transportation    Obesity_Type_III
## 311            no Public_Transportation Insufficient_Weight
## 689     Sometimes Public_Transportation Insufficient_Weight
## 1072           no Public_Transportation Overweight_Level_II
## 783.1   Sometimes            Automobile  Overweight_Level_I
## 1845    Sometimes Public_Transportation    Obesity_Type_III
## 1086.2 Frequently            Automobile Overweight_Level_II
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 1632    Sometimes Public_Transportation     Obesity_Type_II
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 897     Sometimes Public_Transportation  Overweight_Level_I
## 2050    Sometimes Public_Transportation    Obesity_Type_III
## 360     Sometimes Public_Transportation       Normal_Weight
## 1727           no Public_Transportation     Obesity_Type_II
## 1370.1         no Public_Transportation      Obesity_Type_I
## 1567    Sometimes Public_Transportation     Obesity_Type_II
## 1109    Sometimes Public_Transportation Overweight_Level_II
## 240            no Public_Transportation       Normal_Weight
## 123.1          no               Walking Insufficient_Weight
## 2045    Sometimes Public_Transportation    Obesity_Type_III
## 1025.2  Sometimes Public_Transportation Overweight_Level_II
## 300.1   Sometimes Public_Transportation  Overweight_Level_I
## 1727.1         no Public_Transportation     Obesity_Type_II
## 1401           no Public_Transportation      Obesity_Type_I
## 179    Frequently Public_Transportation       Normal_Weight
## 1082    Sometimes Public_Transportation Overweight_Level_II
## 25      Sometimes Public_Transportation       Normal_Weight
## 1126           no Public_Transportation Overweight_Level_II
## 884.1   Sometimes            Automobile  Overweight_Level_I
## 88             no Public_Transportation  Overweight_Level_I
## 88.1           no Public_Transportation  Overweight_Level_I
## 1476    Sometimes Public_Transportation      Obesity_Type_I
## 1420    Sometimes            Automobile      Obesity_Type_I
## 627            no            Automobile Insufficient_Weight
## 2086    Sometimes Public_Transportation    Obesity_Type_III
## 681            no Public_Transportation Insufficient_Weight
## 636     Sometimes Public_Transportation Insufficient_Weight
## 476            no Public_Transportation  Overweight_Level_I
## 439.1   Sometimes            Automobile       Normal_Weight
## 459     Sometimes Public_Transportation       Normal_Weight
## 11      Sometimes Public_Transportation      Obesity_Type_I
## 995     Sometimes Public_Transportation Overweight_Level_II
## 566.3          no            Automobile Insufficient_Weight
## 1683    Sometimes            Automobile     Obesity_Type_II
## 587     Sometimes Public_Transportation Insufficient_Weight
## 1655.1  Sometimes Public_Transportation     Obesity_Type_II
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 1237           no Public_Transportation      Obesity_Type_I
## 1949.2  Sometimes Public_Transportation    Obesity_Type_III
## 1818.1  Sometimes Public_Transportation    Obesity_Type_III
## 802    Frequently Public_Transportation  Overweight_Level_I
## 197     Sometimes                  Bike       Normal_Weight
## 1716    Sometimes Public_Transportation     Obesity_Type_II
## 376     Sometimes            Automobile Overweight_Level_II
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 208.1   Sometimes               Walking       Normal_Weight
## 1159           no            Automobile Overweight_Level_II
## 1135           no Public_Transportation Overweight_Level_II
## 595            no            Automobile Insufficient_Weight
## 478            no Public_Transportation       Normal_Weight
## 1691.1  Sometimes Public_Transportation     Obesity_Type_II
## 679     Sometimes Public_Transportation Insufficient_Weight
## 607.1   Sometimes Public_Transportation Insufficient_Weight
## 428     Sometimes Public_Transportation       Normal_Weight
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 1018           no            Automobile Overweight_Level_II
## 1482    Sometimes            Automobile      Obesity_Type_I
## 1255           no Public_Transportation      Obesity_Type_I
## 595.1          no            Automobile Insufficient_Weight
## 735     Sometimes Public_Transportation Insufficient_Weight
## 1369           no Public_Transportation      Obesity_Type_I
## 547     Sometimes Public_Transportation Insufficient_Weight
## 1104           no Public_Transportation Overweight_Level_II
## 425     Sometimes               Walking  Overweight_Level_I
## 1469           no Public_Transportation      Obesity_Type_I
## 1401.1         no Public_Transportation      Obesity_Type_I
## 259            no Public_Transportation Overweight_Level_II
## 53.2           no Public_Transportation       Normal_Weight
## 1932.3  Sometimes Public_Transportation    Obesity_Type_III
## 1971    Sometimes Public_Transportation    Obesity_Type_III
## 1485    Sometimes            Automobile      Obesity_Type_I
## 2020.1  Sometimes Public_Transportation    Obesity_Type_III
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 1832    Sometimes Public_Transportation    Obesity_Type_III
## 2052.1  Sometimes Public_Transportation    Obesity_Type_III
## 1980.1  Sometimes Public_Transportation    Obesity_Type_III
## 1073.2  Sometimes Public_Transportation Overweight_Level_II
## 156     Sometimes            Automobile       Normal_Weight
## 1488    Sometimes            Automobile      Obesity_Type_I
## 28      Sometimes            Automobile       Normal_Weight
## 1381.2 Frequently            Automobile      Obesity_Type_I
## 671.1   Sometimes Public_Transportation Insufficient_Weight
## 1193           no Public_Transportation Overweight_Level_II
## 1798.1         no Public_Transportation     Obesity_Type_II
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 526.1   Sometimes Public_Transportation Insufficient_Weight
## 1615.1  Sometimes            Automobile     Obesity_Type_II
## 879.3          no Public_Transportation  Overweight_Level_I
## 1904.2  Sometimes Public_Transportation    Obesity_Type_III
## 2101.1  Sometimes Public_Transportation    Obesity_Type_III
## 226     Sometimes               Walking     Obesity_Type_II
## 1777    Sometimes            Automobile     Obesity_Type_II
## 52      Sometimes            Automobile       Normal_Weight
## 301.1   Sometimes Public_Transportation       Normal_Weight
## 775.1   Sometimes Public_Transportation  Overweight_Level_I
## 
## $DF_19
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 1164     Male 21.47308 1.694423  80.31127                            yes  yes
## 179      Male 26.00000 1.910000  84.00000                            yes  yes
## 471    Female 20.00000 1.560000  51.50000                             no  yes
## 1983   Female 25.52434 1.668931 104.76832                            yes  yes
## 634      Male 17.06713 1.896734  59.89505                            yes  yes
## 569    Female 20.95496 1.759358  55.01045                            yes  yes
## 1783     Male 32.51647 1.695735 102.78486                            yes  yes
## 371      Male 19.00000 1.800000  60.00000                             no  yes
## 1759     Male 24.18627 1.794827 120.91970                            yes  yes
## 1831   Female 25.54087 1.668709 104.75496                            yes  yes
## 276    Female 18.00000 1.500000  50.00000                            yes  yes
## 692      Male 18.00000 1.786758  51.52444                             no  yes
## 709    Female 19.07103 1.756865  49.69967                             no  yes
## 1215   Female 25.70629 1.585547  80.35126                            yes  yes
## 1625     Male 29.24627 1.758038 112.39531                            yes  yes
## 1615     Male 31.62796 1.762389 118.54873                            yes  yes
## 276.1  Female 18.00000 1.500000  50.00000                            yes  yes
## 142      Male 25.00000 1.870000  66.00000                             no  yes
## 609      Male 18.00000 1.701650  50.15771                            yes  yes
## 1971   Female 25.90883 1.607734 102.30577                            yes  yes
## 1913   Female 19.52975 1.751038 133.84303                            yes  yes
## 1227   Female 22.02544 1.640426  87.34416                            yes  yes
## 737    Female 19.02949 1.573987  44.31625                             no   no
## 84     Female 19.00000 1.600000  45.00000                             no   no
## 754      Male 21.96243 1.696336  75.00000                            yes  yes
## 211      Male 20.00000 1.800000 114.00000                            yes  yes
## 909      Male 23.56214 1.717432  75.37124                            yes  yes
## 957      Male 22.76623 1.874061  89.75430                            yes  yes
## 848    Female 21.00000 1.752944  77.96553                            yes  yes
## 1682     Male 37.58863 1.754217 117.89720                            yes  yes
## 394      Male 18.00000 1.700000  78.00000                             no  yes
## 1975   Female 18.13782 1.819728 151.27853                            yes  yes
## 236    Female 19.00000 1.690000  70.00000                            yes   no
## 383    Female 29.00000 1.600000  56.00000                            yes   no
## 227    Female 20.00000 1.600000  50.00000                             no  yes
## 1791     Male 23.14764 1.815514 120.33766                            yes  yes
## 620    Female 18.37256 1.589829  40.20277                             no  yes
## 1277     Male 19.08959 1.700164  99.20470                            yes  yes
## 233    Female 51.00000 1.590000  50.00000                            yes   no
## 993    Female 20.70768 1.569878  69.74332                            yes   no
## 1976   Female 26.00000 1.656465 111.94997                            yes  yes
## 1712     Male 28.98624 1.758618 113.50155                            yes  yes
## 3        Male 23.00000 1.800000  77.00000                            yes   no
## 586    Female 17.40203 1.710756  50.00000                             no  yes
## 1272   Female 18.00000 1.670058  86.24268                            yes  yes
## 135      Male 30.00000 1.770000 109.00000                            yes  yes
## 1373     Male 20.58098 1.798354 103.70542                            yes  yes
## 1427     Male 23.32934 1.751365  95.29043                            yes  yes
## 519    Female 23.50125 1.600000  45.00000                             no   no
## 1885   Female 26.00000 1.641918 111.86899                            yes  yes
## 1553     Male 34.57671 1.733250 103.66912                            yes  yes
## 1892   Female 21.03091 1.718180 133.46676                            yes  yes
## 1493     Male 18.00000 1.782722 108.04431                            yes  yes
## 1909   Female 20.87167 1.782453 137.85262                            yes  yes
## 1268   Female 43.51067 1.587546  76.12611                            yes  yes
## 941      Male 21.00000 1.714253  75.00000                            yes  yes
## 1397   Female 21.00146 1.650000  88.02694                            yes  yes
## 1287   Female 47.28337 1.643786  81.97874                            yes  yes
## 1674     Male 28.39311 1.685462  99.54012                            yes  yes
## 1794     Male 30.71516 1.650189 101.14128                            yes  yes
## 709.1  Female 19.07103 1.756865  49.69967                             no  yes
## 1781     Male 26.62434 1.690262 103.18092                            yes  yes
## 1485   Female 37.47168 1.549812  76.08252                            yes  yes
## 1318     Male 24.18489 1.768834  97.44974                            yes  yes
## 600      Male 18.00000 1.716691  51.14928                            yes  yes
## 1121     Male 23.80679 1.732492  84.55780                            yes  yes
## 1295   Female 23.00000 1.628168  84.49798                            yes  yes
## 1229     Male 25.99439 1.753321 107.99881                            yes  yes
## 1780     Male 24.82539 1.603501 101.03826                            yes  yes
## 1844   Female 25.99865 1.640741 104.80854                            yes  yes
## 2065   Female 20.97817 1.721057 132.05479                            yes  yes
## 530    Female 21.37643 1.722527  50.83303                             no   no
## 1200     Male 32.24159 1.757961  87.90602                            yes  yes
## 449    Female 24.00000 1.600000 100.50000                            yes  yes
## 1678     Male 30.10822 1.841908 124.07072                            yes  yes
## 525    Female 20.22540 1.550648  44.64180                             no  yes
## 1786     Male 23.91239 1.774983 119.08180                            yes  yes
## 514    Female 21.24314 1.598019  44.84566                             no   no
## 717      Male 17.20392 1.853325  59.61948                            yes  yes
## 1452     Male 20.92481 1.803245 105.68609                            yes  yes
## 301      Male 26.00000 1.700000  70.00000                             no  yes
## 1765     Male 31.19022 1.842812 125.97393                            yes  yes
## 1751     Male 28.37796 1.766946 113.23554                            yes  yes
## 277      Male 16.00000 1.670000  50.00000                            yes  yes
## 14       Male 41.00000 1.800000  99.00000                             no  yes
## 932    Female 21.53823 1.610327  67.99978                            yes  yes
## 49     Female 20.00000 1.660000  60.00000                            yes   no
## 65     Female 21.00000 1.660000  57.00000                            yes  yes
## 890    Female 18.86915 1.756774  79.98979                            yes  yes
## 329      Male 19.00000 1.740000  74.00000                            yes   no
## 1655     Male 24.58220 1.769933 117.70870                            yes  yes
## 1462     Male 22.08806 1.803132 106.32957                            yes  yes
## 211.1    Male 20.00000 1.800000 114.00000                            yes  yes
## 1671     Male 25.13947 1.767186 112.22603                            yes  yes
## 1339   Female 21.10606 1.722884  92.94925                            yes  yes
## 1910   Female 21.50172 1.809871 152.39474                            yes  yes
## 1941   Female 26.00000 1.622468 110.40085                            yes  yes
## 755    Female 18.83631 1.751631  80.00000                            yes  yes
## 427      Male 22.00000 1.750000  70.00000                             no   no
## 112    Female 22.00000 1.580000  58.00000                            yes  yes
## 1703     Male 34.16200 1.705682 103.06777                            yes  yes
## 1867   Female 21.00960 1.714193 131.86673                            yes  yes
## 544    Female 23.00000 1.710182  50.28797                            yes  yes
## 1651     Male 31.36347 1.869323 127.50741                            yes  yes
## 929      Male 19.62700 1.815409  85.30215                            yes  yes
## 439    Female 19.00000 1.670000  64.00000                             no  yes
## 1365     Male 29.00000 1.666710  89.04815                            yes  yes
## 420      Male 29.00000 1.620000  89.00000                            yes  yes
## 1706     Male 23.25493 1.847530 122.06261                            yes  yes
## 1302   Female 16.12928 1.650000  85.58348                            yes  yes
## 1228   Female 18.08677 1.650000  82.13682                            yes  yes
## 2102   Female 25.72200 1.628470 107.21895                            yes  yes
## 1656     Male 40.10614 1.760175 117.65105                            yes  yes
## 541    Female 19.88036 1.670635  49.74293                             no   no
## 1641     Male 25.84628 1.772731 115.82817                            yes  yes
## 1954   Female 24.29121 1.711460 113.37285                            yes  yes
## 1444   Female 23.80390 1.581527  78.08957                            yes  yes
## 496      Male 19.00000 1.800000  60.00000                            yes  yes
## 359      Male 41.00000 1.750000 110.00000                            yes   no
## 1457   Female 18.00000 1.683000  90.92421                            yes  yes
## 1066     Male 21.37804 1.718534  80.00000                            yes  yes
## 820      Male 23.17031 1.707557  75.30670                            yes  yes
## 224    Female 22.00000 1.610000  63.00000                            yes  yes
## 842      Male 19.69380 1.800000  85.00000                            yes  yes
## 591    Female 20.40005 1.529724  40.34346                             no  yes
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 43     Female 21.00000 1.660000  64.00000                            yes  yes
## 1983.1 Female 25.52434 1.668931 104.76832                            yes  yes
## 1805   Female 26.00000 1.600762 105.44826                            yes  yes
## 766    Female 30.95896 1.633491  68.80369                            yes  yes
## 1342     Male 21.01666 1.790172 105.04219                            yes  yes
## 1246     Male 20.58698 1.781952 102.91061                            yes  yes
## 333      Male 27.00000 1.850000  75.00000                            yes  yes
## 690    Female 16.83481 1.744020  50.00000                             no  yes
## 1704     Male 22.58004 1.849507 121.56094                            yes  yes
## 1581     Male 24.20162 1.775580 120.58942                            yes  yes
## 695      Male 17.40510 1.825250  58.91358                            yes  yes
## 1471     Male 18.00000 1.799779 108.93457                            yes  yes
## 141      Male 23.00000 1.890000  65.00000                            yes  yes
## 1065     Male 22.08739 1.786238  89.80249                            yes  yes
## 1319     Male 23.23730 1.761008  97.82934                            yes  yes
## 1247     Male 21.66948 1.750000  96.94025                            yes  yes
## 1773     Male 25.01277 1.788586 117.84935                            yes  yes
## 94     Female 20.00000 1.600000  57.00000                             no   no
## 301.1    Male 26.00000 1.700000  70.00000                             no  yes
## 255    Female 22.00000 1.640000  56.00000                            yes   no
## 1217   Female 42.31607 1.583943  81.93640                            yes  yes
## 976    Female 18.05239 1.725233  75.97071                            yes  yes
## 1275   Female 18.00000 1.609321  84.49316                            yes  yes
## 1047     Male 23.32012 1.705813  82.01196                            yes  yes
## 454    Female 18.00000 1.620000  50.00000                             no  yes
## 2      Female 21.00000 1.520000  56.00000                            yes   no
## 1581.1   Male 24.20162 1.775580 120.58942                            yes  yes
## 1166   Female 25.11354 1.505387  63.71522                            yes   no
## 867    Female 18.00000 1.498561  55.37651                             no  yes
## 1199     Male 18.00000 1.750097  86.37214                            yes  yes
## 463      Male 27.00000 1.720000  88.00000                            yes  yes
## 1836   Female 21.76883 1.733383 135.52486                            yes  yes
## 923      Male 21.00000 1.620000  70.00000                             no  yes
## 1039   Female 34.38968 1.691322  77.56160                            yes  yes
## 351      Male 17.00000 1.750000  70.00000                            yes   no
## 732      Male 17.00075 1.822084  58.44305                            yes  yes
## 998    Female 23.00000 1.668649  80.45834                            yes  yes
## 1391   Female 22.67624 1.620938  82.28319                            yes  yes
## 929.1    Male 19.62700 1.815409  85.30215                            yes  yes
## 61     Female 21.00000 1.550000  49.00000                            yes  yes
## 1488   Female 39.12631 1.562889  76.65949                            yes  yes
## 1719     Male 25.87941 1.765464 114.14438                            yes  yes
## 882    Female 17.78118 1.600000  65.00000                            yes  yes
## 1362   Female 18.00000 1.686904  90.00405                            yes  yes
## 1655.1   Male 24.58220 1.769933 117.70870                            yes  yes
## 597      Male 17.46942 1.798645  59.61272                            yes  yes
## 1425     Male 36.67933 1.780725  98.79017                            yes  yes
## 30       Male 23.00000 1.680000  70.00000                             no  yes
## 1749     Male 29.89147 1.760030 112.40919                            yes  yes
## 464      Male 17.00000 1.800000  68.00000                            yes   no
## 529    Female 21.99652 1.733263  50.89036                             no   no
## 1737     Male 26.69932 1.839941 119.95665                            yes  yes
## 1560     Male 25.53941 1.787052 115.42828                            yes  yes
## 1977   Female 26.00000 1.648143 111.95011                            yes  yes
## 617    Female 20.51992 1.725548  49.81560                            yes   no
## 117    Female 15.00000 1.650000  86.00000                            yes  yes
## 748      Male 25.19163 1.813678  85.63779                             no  yes
## 551    Female 32.38386 1.640688  46.65562                            yes  yes
## 1468     Male 18.00000 1.806827 108.82940                            yes  yes
## 929.2    Male 19.62700 1.815409  85.30215                            yes  yes
## 1867.1 Female 21.00960 1.714193 131.86673                            yes  yes
## 435      Male 19.00000 1.890000  87.00000                             no  yes
## 1219   Female 22.67994 1.608400  82.60398                            yes  yes
## 1950   Female 19.99357 1.792833 152.43563                            yes  yes
## 319    Female 25.00000 1.560000  45.00000                             no  yes
## 1946   Female 23.45530 1.677672 114.47048                            yes  yes
## 1528     Male 24.82929 1.755967 112.25616                            yes  yes
## 1861   Female 25.29197 1.684768 104.82117                            yes  yes
## 858      Male 28.82522 1.765874  82.04505                            yes  yes
## 1151     Male 19.16097 1.662728  77.47320                            yes   no
## 2100   Female 25.97445 1.628855 108.09001                            yes  yes
## 1031     Male 34.28825 1.835678  96.01851                            yes  yes
## 1041     Male 33.08160 1.705617  83.01697                            yes  yes
## 1658     Male 27.18687 1.679515 102.87280                            yes  yes
## 1809   Female 21.30540 1.694952 133.76473                            yes  yes
## 1353   Female 38.09875 1.598448  80.00000                            yes  yes
## 382      Male 21.00000 1.800000  75.00000                            yes  yes
## 46     Female 21.00000 1.530000  65.00000                            yes   no
## 536      Male 21.81119 1.712660  51.59859                            yes  yes
## 2006   Female 26.00000 1.641601 111.83092                            yes  yes
## 77     Female 24.00000 1.600000  45.00000                            yes   no
## 1686     Male 25.01517 1.788239 115.38252                            yes  yes
## 1529     Male 24.73942 1.757069 117.29823                            yes  yes
## 504    Female 18.30662 1.745600 133.03441                            yes  yes
## 1355     Male 17.07365 1.706996  99.54470                            yes  yes
## 1525     Male 25.49875 1.885543 121.25308                            yes  yes
## 1515     Male 25.31459 1.787802 115.12766                            yes  yes
## 1723     Male 40.50172 1.744974 111.16968                            yes  yes
## 1554     Male 22.27697 1.849950 121.78648                            yes  yes
## 1197     Male 21.38034 1.724839  82.27635                            yes  yes
## 721    Female 22.17692 1.717460  51.49196                            yes  yes
## 289    Female 17.00000 1.560000  51.00000                             no  yes
## 87       Male 21.00000 1.850000  83.00000                            yes  yes
## 764      Male 21.00000 1.620000  70.00000                             no  yes
## 41     Female 21.00000 1.670000  75.00000                            yes  yes
## 685    Female 19.31443 1.672310  49.71394                             no  yes
## 828    Female 38.94328 1.554728  63.01165                            yes  yes
## 1798     Male 25.51205 1.660761 104.32146                            yes  yes
## 1029   Female 34.36969 1.652202  77.13322                            yes  yes
## 1924   Female 18.74491 1.801983 138.03453                            yes  yes
## 1813   Female 22.97865 1.664622 114.46542                            yes  yes
## 23     Female 22.00000 1.650000  60.00000                            yes  yes
## 554      Male 16.30687 1.752755  50.00000                             no  yes
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## 357      Male 17.00000 1.900000  60.00000                             no   no
## 734      Male 18.00000 1.707259  50.66446                            yes  yes
## 1359     Male 18.00000 1.792687 108.20455                            yes  yes
## 970      Male 18.01433 1.751029  80.00000                            yes  yes
## 285.1    Male 20.00000 1.770000  70.00000                            yes  yes
## 990.1  Female 20.39267 1.525234  65.22025                            yes   no
## 1460     Male 22.33622 1.785718 105.05569                            yes  yes
## 1746     Male 25.54245 1.763215 115.10813                            yes  yes
## 1221.1   Male 21.19615 1.650000  88.47236                            yes  yes
## 62.1     Male 20.00000 1.650000  58.00000                             no  yes
## 165      Male 35.00000 1.770000  85.00000                            yes   no
## 572    Female 17.06545 1.647811  49.60381                             no  yes
## 1659     Male 30.42437 1.699354 100.17687                            yes  yes
## 446    Female 19.00000 1.510000  45.00000                             no  yes
## 1761     Male 31.49070 1.773521 120.20971                            yes  yes
## 1252   Female 18.26770 1.706343  93.34884                            yes  yes
## 2054   Female 21.23266 1.719913 131.56748                            yes  yes
## 968.1  Female 32.27887 1.646020  74.14744                            yes  yes
## 952.2  Female 17.42027 1.489409  53.62060                             no  yes
## 200    Female 23.00000 1.660000  60.00000                            yes  yes
## 426.2  Female 19.00000 1.610000  53.80000                            yes  yes
## 297    Female 21.00000 1.530000  53.00000                             no  yes
## 985      Male 21.40342 1.716308  80.00000                            yes  yes
## 146.3    Male 21.00000 1.620000  70.00000                             no  yes
## 1411   Female 18.90751 1.650000  82.01831                            yes  yes
## 1500     Male 23.24670 1.652971  93.31028                            yes  yes
## 849.1    Male 19.33740 1.859927  87.10583                            yes  yes
## 1979   Female 26.00000 1.640606 111.03688                            yes  yes
## 1939   Female 21.41350 1.719900 133.88603                            yes  yes
## 1479     Male 19.51532 1.879144 112.93298                            yes  yes
## 1781.1   Male 26.62434 1.690262 103.18092                            yes  yes
## 307    Female 24.00000 1.560000  60.00000                            yes  yes
## 55     Female 22.00000 1.600000  55.00000                             no   no
## 901.2  Female 21.00000 1.618148  68.98140                            yes  yes
## 1328.1   Male 29.38924 1.681855  90.00000                            yes  yes
## 1456   Female 18.00000 1.692242  90.01950                            yes  yes
## 1544     Male 21.55636 1.773664 116.16033                            yes  yes
## 1349.1   Male 22.46935 1.762515 105.00010                            yes  yes
## 784      Male 23.00000 1.712556  75.48076                            yes  yes
## 730      Male 18.47056 1.856406  58.67396                            yes  yes
## 932.1  Female 21.53823 1.610327  67.99978                            yes  yes
## 142.2    Male 25.00000 1.870000  66.00000                             no  yes
## 784.1    Male 23.00000 1.712556  75.48076                            yes  yes
## 978      Male 21.18035 1.773766  89.28282                            yes  yes
## 1535     Male 20.01391 1.647821 106.50995                            yes  yes
## 799.2    Male 19.47554 1.857231  88.13878                            yes  yes
## 734.1    Male 18.00000 1.707259  50.66446                            yes  yes
## 502    Female 21.85383 1.755643 137.79688                            yes  yes
## 774    Female 21.81119 1.600000  66.40141                            yes  yes
## 1430     Male 36.67388 1.792100 101.28576                            yes  yes
## 272    Female 19.00000 1.500000  50.00000                             no  yes
## 1922   Female 25.91852 1.621231 104.98679                            yes  yes
## 628.1  Female 16.61184 1.830068  43.53453                             no  yes
## 28.2   Female 23.00000 1.600000  52.00000                             no  yes
## 1514     Male 30.20095 1.755926 112.28988                            yes  yes
## 679.1  Female 19.75829 1.667404  49.12595                             no   no
## 25.2     Male 21.00000 1.850000  68.00000                            yes  yes
## 254    Female 26.00000 1.590000  47.00000                            yes  yes
## 824    Female 21.90953 1.611356  68.06609                            yes  yes
## 1786.1   Male 23.91239 1.774983 119.08180                            yes  yes
## 288.2  Female 18.00000 1.600000  58.00000                            yes  yes
## 136      Male 24.00000 1.700000  75.00000                            yes  yes
## 1748     Male 29.98149 1.773181 112.34872                            yes  yes
## 628.2  Female 16.61184 1.830068  43.53453                             no  yes
## 879    Female 18.83919 1.624831  69.97561                            yes  yes
## 575    Female 19.83368 1.699464  49.67605                             no  yes
## 969    Female 31.79394 1.650150  73.81073                            yes  yes
## 1073     Male 19.44364 1.744733  87.27989                            yes  yes
## 883      Male 33.10058 1.838791  87.85785                             no  yes
## 1049     Male 19.22326 1.706082  78.07353                            yes   no
## 605    Female 19.00000 1.538398  42.00000                             no  yes
## 373.1  Female 18.00000 1.620000  58.00000                             no  yes
## 310    Female 16.00000 1.660000  58.00000                             no   no
## 1756     Male 22.75900 1.859717 121.28453                            yes  yes
## 8        Male 22.00000 1.640000  53.00000                             no   no
## 533      Male 22.85183 1.854592  63.61111                            yes  yes
## 2031.2 Female 20.79627 1.796538 152.47367                            yes  yes
## 1093     Male 22.18881 1.717722  81.92991                            yes  yes
## 254.1  Female 26.00000 1.590000  47.00000                            yes  yes
## 1233     Male 31.31559 1.673352  90.00000                            yes  yes
## 971      Male 19.68500 1.838266  89.49690                            yes  yes
## 6        Male 29.00000 1.620000  53.00000                             no  yes
## 985.1    Male 21.40342 1.716308  80.00000                            yes  yes
## 1612     Male 24.63474 1.829757 120.98051                            yes  yes
## 1983.3 Female 25.52434 1.668931 104.76832                            yes  yes
## 1943   Female 26.00000 1.600905 110.07495                            yes  yes
## 147    Female 24.00000 1.560000  51.00000                             no   no
## 592      Male 19.55673 1.767563  56.30702                            yes  yes
## 1785     Male 23.31964 1.846290 121.24804                            yes  yes
## 731.1    Male 17.92550 1.829142  59.93301                            yes  yes
## 1484   Female 37.61338 1.516007  77.03305                            yes  yes
## 262    Female 28.00000 1.700000  73.00000                            yes   no
## 2085   Female 25.12791 1.668537 112.55546                            yes  yes
## 1820.1 Female 25.96701 1.654875 104.75871                            yes  yes
## 472    Female 18.00000 1.600000  83.00000                            yes  yes
## 647    Female 22.03313 1.704223  51.43798                            yes  yes
## 1597     Male 22.90634 1.755902 120.02116                            yes  yes
## 1929   Female 26.00000 1.652674 111.91916                            yes  yes
## 1770     Male 25.13709 1.772045 114.06794                            yes  yes
## 591.1  Female 20.40005 1.529724  40.34346                             no  yes
## 1142   Female 22.98096 1.700216  80.47359                            yes  yes
## 1512     Male 18.88061 1.804160 104.40682                            yes  yes
## 823    Female 21.93883 1.611239  67.93965                            yes  yes
## 19     Female 30.00000 1.710000  82.00000                            yes  yes
## 1614     Male 31.78384 1.750000 120.00000                            yes  yes
## 351.1    Male 17.00000 1.750000  70.00000                            yes   no
## 1985   Female 20.78175 1.734092 125.11763                            yes  yes
## 873      Male 23.36721 1.853223  87.08327                            yes  yes
## 1733     Male 31.57139 1.767485 120.15805                            yes  yes
## 1050.2   Male 29.69560 1.842943  93.79806                            yes  yes
## 192      Male 26.00000 1.750000  80.00000                            yes  yes
## 2103.1 Female 25.76563 1.627839 108.10736                            yes  yes
## 1585     Male 30.57734 1.868923 125.06426                            yes  yes
## 82.1     Male 30.00000 1.800000  91.00000                            yes  yes
## 1767     Male 30.70256 1.861980 126.41841                            yes  yes
## 1563     Male 40.79406 1.735851 109.88933                            yes  yes
## 1852   Female 18.33502 1.771043 137.04496                            yes  yes
## 490    Female 19.00000 1.560000  50.00000                             no  yes
## 311      Male 17.00000 1.790000  57.00000                            yes  yes
## 1833   Female 20.87115 1.690614 129.76914                            yes  yes
## 1282.1   Male 36.72662 1.787521 100.62455                            yes  yes
## 552    Female 24.16353 1.646030  49.83969                            yes  yes
## 1980   Female 25.42724 1.683502 104.75964                            yes  yes
## 533.1    Male 22.85183 1.854592  63.61111                            yes  yes
## 2003   Female 21.28253 1.761773 133.90347                            yes  yes
## 1245   Female 23.77923 1.553127  78.00000                            yes  yes
## 1756.1   Male 22.75900 1.859717 121.28453                            yes  yes
## 1292.1   Male 22.72045 1.650000  89.13921                            yes  yes
## 357.1    Male 17.00000 1.900000  60.00000                             no   no
## 500    Female 18.50334 1.683124 126.67378                            yes  yes
## 733      Male 17.36213 1.806710  59.24351                            yes  yes
## 1234.1   Male 22.66156 1.660324  94.18917                            yes  yes
## 1709     Male 24.00120 1.603091 100.20941                            yes  yes
## 1336     Male 18.72957 1.855433 112.87528                            yes  yes
## 854    Female 19.00000 1.779882  80.09189                            yes  yes
## 1894.1 Female 22.98022 1.724983 132.94066                            yes  yes
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 852.1  Female 21.01257 1.758628  78.37004                            yes  yes
## 98.1   Female 21.00000 1.520000  42.00000                             no   no
## 676.1  Female 18.98858 1.544263  41.53505                             no  yes
## 52     Female 20.00000 1.500000  44.00000                             no  yes
## 770      Male 21.41364 1.709484  75.00000                            yes  yes
## 1204   Female 19.46271 1.550122  69.93607                            yes   no
## 500.1  Female 18.50334 1.683124 126.67378                            yes  yes
## 1372     Male 20.41883 1.836669 105.25754                            yes  yes
## 2090   Female 26.00000 1.633887 111.87813                            yes  yes
## 187.1    Male 39.00000 1.780000  96.00000                            yes   no
## 311.1    Male 17.00000 1.790000  57.00000                            yes  yes
## 1583     Male 30.24260 1.759772 118.38236                            yes  yes
## 859      Male 26.04708 1.745950  80.01857                            yes  yes
## 1830   Female 25.90228 1.669701 104.58578                            yes  yes
## 2039   Female 26.00000 1.608283 105.35969                            yes  yes
## 977    Female 19.77432 1.541039  64.72695                             no  yes
## 836    Female 29.32038 1.642506  69.90671                            yes  yes
## 508      Male 19.79905 1.743702  54.92753                            yes  yes
## 450.1  Female 18.00000 1.630000  63.00000                            yes  yes
## 1715.2   Male 24.91225 1.755960 112.27757                            yes  yes
## 720.1  Female 21.70835 1.704167  50.16575                            yes  yes
## 1842   Female 26.00000 1.632193 111.88661                            yes  yes
## 1071     Male 34.82144 1.805459  90.13868                            yes  yes
## 368    Female 40.00000 1.580000  63.00000                             no  yes
## 2021   Female 25.99315 1.609401 104.85493                            yes  yes
## 748.1    Male 25.19163 1.813678  85.63779                             no  yes
## 213.1  Female 24.00000 1.500000  63.00000                            yes   no
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 1164   2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 179    3.000000 3.000000 Frequently   yes 2.000000  no 2.000000 2.000000
## 471    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 634    2.842102 3.341750  Sometimes    no 2.000000  no 2.511157 0.560351
## 569    2.971574 3.592415 Frequently    no 2.894678  no 2.000000 1.009632
## 1783   2.736647 2.015675  Sometimes    no 1.000000  no 1.977918 0.056351
## 371    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 276    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 692    2.915480 3.000000  Sometimes    no 1.777486  no 1.077469 1.000000
## 709    1.694270 3.266644  Sometimes    no 1.095417  no 2.000000 1.000000
## 1215   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1625   2.323003 3.000000  Sometimes    no 2.155558  no 0.000000 1.251554
## 1615   2.998441 3.000000  Sometimes    no 2.462916  no 0.554646 1.992190
## 276.1  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1971   3.000000 3.000000  Sometimes    no 1.030501  no 0.065820 0.991473
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 1227   3.000000 1.000000  Sometimes    no 3.000000  no 1.280924 1.777950
## 737    2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 84     3.000000 3.000000         no    no 3.000000 yes 2.000000 0.000000
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 211    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 957    2.000000 2.870005  Sometimes    no 1.150310  no 0.417724 1.000000
## 848    2.839048 2.106010  Sometimes    no 1.639202  no 1.117311 0.967919
## 1682   2.535154 2.915921  Sometimes    no 1.892400  no 0.693732 0.067410
## 394    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1975   3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 236    2.000000 1.000000         no    no 2.000000  no 2.000000 0.000000
## 383    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 227    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1791   2.996717 2.791366  Sometimes    no 2.626309  no 1.194898 0.034897
## 620    2.000000 1.075553  Sometimes    no 1.000000  no 0.127425 1.679442
## 1277   2.000000 2.119826  Sometimes    no 2.000000  no 0.000000 1.882539
## 233    3.000000 3.000000  Sometimes   yes 3.000000 yes 2.000000 0.000000
## 993    2.417635 3.000000  Sometimes    no 1.937674  no 1.417035 1.000000
## 1976   3.000000 3.000000  Sometimes    no 2.784303  no 0.000000 0.127775
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 3      2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 586    2.015258 3.300666  Sometimes    no 1.315608  no 0.069802 1.000000
## 1272   2.609123 3.000000  Sometimes    no 1.955053  no 1.186013 0.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 1373   2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 1427   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 519    2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1885   3.000000 3.000000  Sometimes    no 2.635454  no 0.000000 0.088309
## 1553   2.501224 2.049565  Sometimes    no 1.000000  no 1.746583 0.000000
## 1892   3.000000 3.000000  Sometimes    no 1.517215  no 1.486289 0.937492
## 1493   2.000000 2.655265  Sometimes    no 2.297896  no 1.000000 0.552665
## 1909   3.000000 3.000000  Sometimes    no 2.748909  no 1.989171 0.832515
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 941    2.000000 3.000000  Sometimes    no 1.081597  no 1.000000 0.000000
## 1397   2.482575 1.001542  Sometimes    no 3.000000  no 1.751656 1.000000
## 1287   2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 1674   2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 1794   2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 709.1  1.694270 3.266644  Sometimes    no 1.095417  no 2.000000 1.000000
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 1318   2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 600    1.813234 3.000000  Sometimes    no 1.274815  no 0.520407 1.673584
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 1229   3.000000 3.000000  Sometimes    no 1.776991  no 1.757724 0.000000
## 1780   2.996186 1.134042  Sometimes    no 1.270166  no 0.073065 1.551934
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 2065   3.000000 3.000000  Sometimes    no 1.678791  no 1.682490 0.818871
## 530    3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 1200   2.000000 1.795580  Sometimes    no 1.855054  no 1.083572 0.218574
## 449    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1678   2.467548 3.000000  Sometimes    no 2.660290  no 0.994422 0.310394
## 525    3.000000 2.857787 Frequently    no 1.000000  no 0.754646 0.000000
## 1786   2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 717    2.883745 3.595761  Sometimes    no 2.000000  no 2.077653 0.714701
## 1452   2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 301    2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 1765   2.151335 3.000000  Sometimes   yes 1.491169  no 0.883542 0.527766
## 1751   2.314175 3.000000  Sometimes    no 2.151809  no 0.000000 1.578517
## 277    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 14     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 932    1.887951 3.728377         no    no 2.682107  no 1.123931 0.492528
## 49     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 65     2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 890    2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1655   1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 211.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1671   1.443674 3.000000  Sometimes    no 2.002194  no 1.386151 0.001337
## 1339   1.164062 3.000000  Sometimes    no 1.157395  no 0.000000 0.320851
## 1910   3.000000 3.000000  Sometimes    no 2.351207  no 0.246831 0.913360
## 1941   3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 755    2.000000 1.737620  Sometimes    no 2.207978  no 2.641072 0.707044
## 427    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 1867   3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 544    2.000000 3.000000 Frequently    no 2.099863  no 1.635810 2.000000
## 1651   2.939727 3.000000  Sometimes   yes 1.344122  no 0.923428 1.432336
## 929    2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 439    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1365   1.897796 3.000000  Sometimes    no 1.193039  no 0.011519 0.000000
## 420    1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1706   3.000000 2.280545  Sometimes    no 1.591597  no 0.932783 0.000000
## 1302   2.954996 3.000000  Sometimes    no 1.000000  no 2.091862 1.060530
## 1228   3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 2102   3.000000 3.000000  Sometimes    no 2.487070  no 0.067329 0.455823
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 541    2.886260 3.559841 Frequently    no 1.632004  no 2.000000 1.000000
## 1641   2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 1954   3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 1444   2.000000 1.000000  Sometimes    no 2.000000  no 0.057758 0.000000
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 359    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1457   2.387426 3.000000  Sometimes    no 1.779620  no 0.743005 0.920162
## 1066   2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 820    2.303367 3.042774  Sometimes    no 1.277636  no 0.944982 0.366126
## 224    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 842    2.188722 3.000000  Sometimes    no 2.721356  no 1.528968 1.000000
## 591    2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 43     1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1983.1 3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 1805   3.000000 3.000000  Sometimes    no 1.031354  no 0.000000 0.374650
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1246   2.000000 3.000000  Sometimes    no 1.689793  no 1.464204 0.000000
## 333    2.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 690    2.190050 3.420618  Sometimes    no 1.356405  no 1.351996 0.984680
## 1704   3.000000 2.272801  Sometimes    no 1.560064  no 0.796770 0.000000
## 1581   2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 695    2.580872 3.887906  Sometimes    no 2.000000  no 2.000000 0.453649
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 1773   2.191108 2.993856  Sometimes    no 2.444917  no 1.055854 0.145284
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 301.1  2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1217   2.490507 2.974204  Sometimes    no 1.846754  no 0.000000 0.000000
## 976    2.927409 3.000000  Sometimes    no 2.209991  no 1.000000 0.797215
## 1275   2.000000 3.000000  Sometimes    no 1.051735  no 1.000000 0.000000
## 1047   2.784471 2.122545  Sometimes    no 2.984153  no 2.164472 0.203978
## 454    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2      3.000000 3.000000  Sometimes   yes 3.000000 yes 3.000000 0.000000
## 1581.1 2.113843 3.000000  Sometimes    no 2.316069  no 1.804157 0.357314
## 1166   2.000000 1.193729  Sometimes    no 1.846441  no 0.546402 0.235711
## 867    2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 463    2.000000 1.000000     Always    no 2.000000  no 0.000000 0.000000
## 1836   3.000000 3.000000  Sometimes    no 1.485736  no 1.950374 0.869238
## 923    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1039   3.000000 1.802305  Sometimes    no 2.000000  no 0.390877 0.000000
## 351    2.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 732    2.559571 3.047959  Sometimes    no 2.000000  no 2.011646 0.588994
## 998    2.000000 2.256119  Sometimes    no 1.142873  no 0.807076 1.611271
## 1391   1.967061 1.000000  Sometimes    no 2.548651  no 0.249264 1.516731
## 929.1  2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 61     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1488   2.000000 3.000000  Sometimes    no 1.440526  no 0.000000 0.000000
## 1719   1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 882    3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 1362   2.737149 3.000000  Sometimes    no 1.997195  no 1.352663 0.468483
## 1655.1 1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 597    2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 1425   2.540949 1.116401  Sometimes    no 2.929123  no 2.787319 0.732881
## 30     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1749   2.262292 3.000000  Sometimes    no 2.115354  no 0.000000 0.847587
## 464    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 529    3.000000 3.765526 Frequently    no 1.656082  no 0.427770 0.555967
## 1737   2.244654 3.000000  Sometimes    no 2.795752  no 0.839481 0.000000
## 1560   1.992889 3.000000  Sometimes    no 2.141271  no 1.121038 0.000000
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 617    2.890535 3.907790 Frequently    no 1.109115  no 1.548953 0.555468
## 117    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 748    1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 551    3.000000 3.111580 Frequently    no 2.721769  no 1.442870 0.000000
## 1468   2.000000 1.248840  Sometimes    no 2.416213  no 1.000000 1.546738
## 929.2  2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 1867.1 3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 435    2.000000 4.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 1219   2.699282 1.000000  Sometimes    no 2.598632  no 0.292093 2.000000
## 1950   3.000000 3.000000  Sometimes    no 2.365188  no 1.256115 0.760091
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1946   3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 1528   1.369529 3.000000  Sometimes    no 2.000000  no 1.596576 0.002600
## 1861   3.000000 3.000000  Sometimes    no 1.444379  no 0.224482 0.912187
## 858    1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 1151   2.008656 1.402771  Sometimes    no 3.000000  no 0.112383 0.328030
## 2100   3.000000 3.000000  Sometimes    no 1.757105  no 0.085119 0.465444
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 1041   2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 1809   3.000000 3.000000  Sometimes    no 1.338241  no 1.926280 0.886135
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 382    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 46     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 536    3.000000 3.156153 Frequently    no 1.253803  no 0.544784 0.256382
## 2006   3.000000 3.000000  Sometimes    no 2.552388  no 0.000000 0.196288
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1686   1.735664 3.000000  Sometimes    no 2.041536  no 1.392406 0.391740
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 504    3.000000 3.000000  Sometimes    no 2.984323  no 1.586525 0.625350
## 1355   2.000000 3.000000  Sometimes    no 2.000000  no 1.732090 0.048617
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 1197   2.094490 1.873484  Sometimes    no 2.000000  no 2.079709 0.880414
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 289    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 764    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 41     2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 685    2.562409 3.488342  Sometimes    no 1.670620  no 2.000000 1.000000
## 828    2.869436 3.000000  Sometimes    no 2.972426  no 2.160790 0.305954
## 1798   2.748971 1.213431  Sometimes    no 1.448875  no 0.128548 1.239038
## 1029   2.595128 1.619796  Sometimes    no 1.642251  no 0.662831 0.999268
## 1924   3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 554    2.310423 3.558637  Sometimes    no 1.787843  no 1.926592 0.828549
## 1930   3.000000 3.000000  Sometimes    no 1.626467  no 0.010183 0.412806
## 2051   3.000000 3.000000  Sometimes    no 1.409444  no 0.933595 0.840393
## 635    2.000000 3.000000 Frequently    no 2.685842  no 0.373186 2.000000
## 1170   2.315932 2.658478  Sometimes    no 1.568476  no 0.949976 0.544899
## 137    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 812    2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 1090   2.884212 3.000000  Sometimes    no 3.000000  no 2.000000 0.832400
## 479    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 802    2.838969 3.000000  Sometimes    no 2.425927  no 1.000000 1.453335
## 2029   3.000000 3.000000  Sometimes    no 2.372058  no 1.324805 0.870795
## 1120   2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
## 1839   3.000000 3.000000  Sometimes    no 2.417122  no 0.952725 0.573958
## 93     3.000000 4.000000 Frequently    no 3.000000 yes 3.000000 0.000000
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 278    2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 1794.1 2.913452 2.269799  Sometimes    no 1.000000  no 1.889937 0.378818
## 343    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1529.1 1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1983.2 3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 2089   3.000000 3.000000  Sometimes    no 2.584305  no 0.000000 0.232108
## 1946.1 3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 149    3.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1270   2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 648    2.977018 3.193671 Frequently    no 2.482933  no 2.000000 1.000000
## 907    2.000000 3.000000  Sometimes    no 1.362642  no 0.921268 0.139013
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 720    2.969205 3.210430 Frequently    no 2.765876  no 0.611037 1.300692
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 187    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 61.1   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1345   2.000000 1.548407  Sometimes    no 2.191401  no 1.000000 1.676944
## 1237   2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 1924.1 3.000000 3.000000  Sometimes    no 2.691591  no 1.168368 0.735372
## 1715.1 1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 1963   3.000000 3.000000  Sometimes    no 2.569713  no 0.000000 0.396972
## 288    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 259    3.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 742    3.000000 1.000000 Frequently    no 1.764055  no 0.000000 0.560887
## 568    3.000000 3.000000 Frequently    no 2.000000  no 0.139808 0.875464
## 364    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1941.1 3.000000 3.000000  Sometimes    no 2.695094  no 0.000000 0.413474
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 1487   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 772    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 939    2.780699 1.101404  Sometimes    no 1.579207  no 1.153775 0.000000
## 1632   2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 1040   2.000000 3.000000  Sometimes    no 3.000000  no 1.072318 0.651904
## 124    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 2000   3.000000 3.000000  Sometimes    no 2.896088  no 1.612741 0.773190
## 799    2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 313    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1951   3.000000 3.000000  Sometimes    no 2.299156  no 1.699056 0.729722
## 1253   2.262171 3.000000  Sometimes    no 2.034150  no 0.317363 0.508663
## 1855   3.000000 3.000000  Sometimes    no 2.304716  no 0.826660 0.914492
## 1179   1.653081 2.753418  Sometimes    no 2.192063  no 1.474937 0.518542
## 101    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2004   3.000000 3.000000  Sometimes    no 2.619517  no 0.000000 0.140368
## 1427.1 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 813    2.000000 3.000000  Sometimes    no 2.168651  no 0.977998 0.142638
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 91     3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 815    2.000000 2.799979  Sometimes    no 1.081333  no 0.444347 1.000000
## 1009   2.951591 3.000000  Sometimes    no 2.971557  no 0.000000 0.947192
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 1099   2.000000 1.977221  Sometimes    no 3.000000  no 1.000000 0.000000
## 1933   3.000000 3.000000  Sometimes    no 1.482002  no 0.204108 0.657221
## 766.1  2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1811   3.000000 3.000000  Sometimes    no 2.578292  no 0.000000 0.492394
## 450    1.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 1228.1 3.000000 3.000000  Sometimes    no 1.000000  no 1.029750 1.350099
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1588   2.028571 3.000000  Sometimes    no 2.530428  no 1.312570 0.066805
## 1452.1 2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 382.1  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1999   3.000000 3.000000  Sometimes    no 2.351193  no 1.051889 0.686491
## 1556   3.000000 1.418833  Sometimes    no 1.000000  no 1.191020 1.384186
## 2109   3.000000 3.000000  Sometimes    no 2.054193  no 1.414209 0.646288
## 278.1  2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 426    2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 1949   3.000000 3.000000  Sometimes    no 1.768111  no 0.616503 0.968151
## 348    2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1074   2.003951 3.000000  Sometimes    no 1.207978  no 1.916751 1.228995
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 468    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 285    1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 643    1.950742 3.000000  Sometimes    no 1.751723  no 0.201136 1.743319
## 1201   2.399531 2.623079  Sometimes    no 2.535127  no 1.030752 0.606264
## 687    2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 779    1.943130 3.559841  Sometimes    no 2.367996  no 0.235530 0.879977
## 645    2.000000 4.000000  Sometimes    no 2.369627  no 2.000000 1.612466
## 1058.1 2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 157    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 968    2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1881   3.000000 3.000000  Sometimes    no 2.833566  no 1.413239 0.862724
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 299    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 1.000000
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 335    2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 2.000000
## 1871   3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 1164.1 2.000000 2.646717  Sometimes    no 2.000000  no 2.627515 1.358812
## 278.2  2.000000 4.000000     Always   yes 3.000000  no 3.000000 2.000000
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 1427.2 2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 2027   3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 1769   1.289315 3.000000  Sometimes    no 2.007348  no 1.376217 0.001518
## 2004.1 3.000000 3.000000  Sometimes    no 2.619517  no 0.000000 0.140368
## 1768   1.412566 3.000000  Sometimes    no 2.002495  no 1.592795 0.001867
## 1927   3.000000 3.000000  Sometimes    no 2.164718  no 1.999631 0.941336
## 1087   2.031246 3.000000  Sometimes    no 2.803002  no 1.984480 0.418623
## 1007   1.317729 2.278652  Sometimes    no 2.000000  no 1.806740 1.939770
## 1820   3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 14.1   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1801   3.000000 3.000000  Sometimes    no 1.197667  no 0.000000 0.534769
## 388    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 1197.1 2.094490 1.873484  Sometimes    no 2.000000  no 2.079709 0.880414
## 871    3.000000 2.725012  Sometimes    no 1.622440  no 0.902661 0.000000
## 1750   2.219186 3.000000  Sometimes    no 2.092326  no 0.545919 1.742880
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 1689   2.225149 3.000000  Sometimes    no 2.357978  no 1.943743 0.682128
## 2087   3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 397    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 629    2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 910    2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 28     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1529.2 1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 746    2.341133 1.578521  Sometimes    no 2.000000  no 2.000000 0.554072
## 407    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 58     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 62     2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 996    1.572230 1.888067  Sometimes    no 2.000000  no 0.000000 0.552498
## 901    1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1491   2.000000 3.000000  Sometimes    no 2.806922  no 0.000000 0.000000
## 1676   2.499626 3.000000  Sometimes   yes 1.125338  no 0.945220 1.022505
## 1755   2.347942 3.000000  Sometimes    no 2.730663  no 0.689371 0.188693
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 470    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 964    2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 758.1  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1266   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 1702   2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 678    2.720701 3.000000  Sometimes    no 2.000000  no 1.862235 1.000000
## 1482   2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1068   2.795086 3.250467  Sometimes    no 1.367876  no 0.022958 0.000000
## 577    2.959658 3.000000 Frequently    no 1.000000  no 1.522399 0.000000
## 1272.1 2.609123 3.000000  Sometimes    no 1.955053  no 1.186013 0.000000
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 375    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1214   2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1058.2 2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 1550   1.617093 3.000000  Sometimes    no 2.000000  no 1.818052 0.631825
## 738    3.000000 2.975362 Frequently    no 1.246822 yes 0.979701 0.000000
## 1947   3.000000 3.000000  Sometimes    no 2.495961  no 0.189831 0.652289
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 126    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 952    1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 2015   3.000000 3.000000  Sometimes    no 2.864933  no 1.501647 0.786846
## 1108.1 2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 2029.1 3.000000 3.000000  Sometimes    no 2.372058  no 1.324805 0.870795
## 782    2.903545 3.000000  Sometimes    no 1.549931  no 0.000000 0.273882
## 574    1.081600 3.520555 Frequently    no 1.016968  no 0.651412 1.000000
## 530.1  3.000000 3.285167 Frequently    no 1.569082  no 0.545931 0.469735
## 240    3.000000 3.000000         no    no 3.000000 yes 3.000000 1.000000
## 376    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 232    3.000000 1.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 863    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.018877
## 1124   2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 912    1.766849 3.322522  Sometimes    no 2.616285  no 0.943058 0.256977
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 341    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1853   3.000000 3.000000  Sometimes    no 2.832659  no 1.505775 0.923005
## 1034   1.925064 2.358298  Sometimes    no 2.774043  no 0.000000 0.133566
## 1534   3.000000 2.120936  Sometimes    no 1.000000  no 1.543386 0.890213
## 1426   2.000000 3.000000  Sometimes    no 2.530301  no 2.891180 1.287117
## 2026   3.000000 3.000000  Sometimes    no 2.682909  no 1.318743 0.900497
## 324    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1451   2.000000 1.000000  Sometimes    no 2.000000  no 0.011477 0.000000
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 882.1  3.000000 2.973504  Sometimes    no 2.000000 yes 0.178976 0.166076
## 1290   2.000000 3.000000  Sometimes    no 1.490613  no 0.654316 1.000000
## 940    1.687569 2.756405  Sometimes    no 2.079131  no 2.931527 0.681730
## 1850   3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 629.1  2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 1896   3.000000 3.000000  Sometimes    no 1.000544  no 0.001297 1.000000
## 1270.1 2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 28.1   2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 36     2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1633   2.206119 3.000000  Sometimes    no 1.483856  no 1.113169 0.000000
## 1451.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.011477 0.000000
## 359.1  2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 1719.1 1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 815.1  2.000000 2.799979  Sometimes    no 1.081333  no 0.444347 1.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 2006.1 3.000000 3.000000  Sometimes    no 2.552388  no 0.000000 0.196288
## 1101   1.096455 2.491315  Sometimes    no 2.450069  no 0.000000 0.726118
## 146    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 154    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 241    2.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 37     2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 660    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1662   2.826251 2.604998  Sometimes    no 1.842173  no 1.284798 0.000000
## 705    2.627031 3.832911  Sometimes    no 2.993448  no 2.000000 1.425903
## 1970   3.000000 3.000000  Sometimes    no 1.074412  no 0.006265 0.845633
## 1182   2.765769 3.000000  Sometimes    no 2.845134  no 1.000000 0.426830
## 1238   2.069267 1.476204  Sometimes    no 3.000000  no 2.052520 0.092736
## 31     1.000000 4.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 1978   3.000000 3.000000  Sometimes    no 2.707201  no 0.000000 0.167272
## 2053   3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 1913.1 3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 1133   2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 834    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 1370   2.340405 3.000000  Sometimes    no 1.655245  no 1.006884 0.548539
## 116    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 411    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1586   1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 34     2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1148   2.000000 3.000000  Sometimes    no 2.386904  no 0.926201 1.344030
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1214.1 2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 793    2.000000 1.999014  Sometimes    no 2.326165  no 0.007050 0.000000
## 1406   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1903   3.000000 3.000000  Sometimes    no 1.241378  no 0.259427 0.852362
## 1954.1 3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 1946.2 3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1267   2.000000 3.000000  Sometimes    no 2.102976  no 0.000000 0.000000
## 1004   3.000000 3.000000  Sometimes    no 1.699971  no 1.727114 1.000000
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 920    2.138334 1.000000  Sometimes    no 2.000000  no 2.269058 0.000000
## 944    1.989905 3.054899  Sometimes    no 2.080968  no 1.107543 0.939726
## 1055   2.000000 1.178708  Sometimes    no 1.791286  no 0.893362 0.276364
## 858.1  1.064162 3.989550  Sometimes    no 2.028426  no 0.815170 0.894678
## 1047.1 2.784471 2.122545  Sometimes    no 2.984153  no 2.164472 0.203978
## 1801.1 3.000000 3.000000  Sometimes    no 1.197667  no 0.000000 0.534769
## 893    1.972545 2.339614  Sometimes    no 1.711074 yes 0.095517 1.191053
## 1133.1 2.746408 1.058123  Sometimes    no 2.265727  no 0.885633 0.673408
## 1923   3.000000 3.000000  Sometimes    no 1.204055  no 0.094851 0.603736
## 1012   2.000000 1.660768  Sometimes    no 2.482294  no 0.891205 0.000000
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 1642   2.008245 3.000000  Sometimes    no 2.040137  no 0.000000 0.474216
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 35     2.000000 4.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1898   3.000000 3.000000  Sometimes    no 2.319559  no 1.970730 0.768375
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1230   2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 479.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1266.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 1176   2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 767    3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 256    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1904   3.000000 3.000000  Sometimes    no 1.313834  no 0.912334 0.707494
## 1878   3.000000 3.000000  Sometimes    no 2.366510  no 1.247505 0.723366
## 253    2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 50     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 25     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 169    2.000000 1.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1464   2.000000 3.000000  Sometimes    no 1.234943  no 0.008368 0.000000
## 1996   3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 1821   3.000000 3.000000  Sometimes    no 2.687378  no 0.000000 0.410651
## 47     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 825    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 195    3.000000 3.000000 Frequently    no 3.000000  no 3.000000 0.000000
## 456    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1050.1 2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 1894   3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 75     2.000000 3.000000 Frequently    no 3.000000  no 0.000000 1.000000
## 1258   2.000000 1.255350  Sometimes    no 2.497065  no 1.000000 1.441605
## 1132   2.034140 2.741413  Sometimes    no 1.996384  no 1.276552 1.019452
## 79     2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 1975.1 3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 1736   2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 1286   2.816460 2.273740  Sometimes    no 1.722063  no 0.000000 0.000000
## 111    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1041.1 2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1893   3.000000 3.000000  Sometimes    no 1.796956  no 1.684582 0.887388
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 138    2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 902    2.047069 3.829101  Sometimes    no 1.641022  no 1.554817 0.248218
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 526    3.000000 1.000000 Frequently    no 1.527036  no 0.000000 0.860497
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 1088   2.938031 1.532833  Sometimes    no 1.931242  no 0.525002 0.371941
## 629.2  2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 710    1.601236 3.433908  Sometimes    no 1.055019  no 0.819269 1.030848
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 288.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 142.1  3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 1214.2 2.136830 2.092179  Sometimes    no 1.505381  no 0.000000 0.000000
## 862    2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 834.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1602   1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 852    3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 2103   3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 891    2.223990 1.000000  Sometimes    no 2.203120  no 0.104451 1.899073
## 405    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 1718   2.075321 3.000000  Sometimes    no 2.144838  no 1.501754 0.276319
## 974    2.000000 1.010319  Sometimes    no 1.319437  no 0.000000 1.626456
## 2076   3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 1212   2.271306 3.000000  Sometimes    no 1.771198  no 2.000000 0.413752
## 1815   3.000000 3.000000  Sometimes    no 2.374958  no 0.750111 0.671458
## 248    3.000000 3.000000 Frequently    no 1.000000  no 3.000000 1.000000
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 811    1.452524 3.950553         no    no 2.109858  no 0.508847 1.194633
## 341.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 665    3.000000 3.715118 Frequently    no 1.774576  no 0.102970 0.646423
## 1866   3.000000 3.000000  Sometimes    no 1.945950  no 1.493018 0.906611
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 828.1  2.869436 3.000000  Sometimes    no 2.972426  no 2.160790 0.305954
## 1963.1 3.000000 3.000000  Sometimes    no 2.569713  no 0.000000 0.396972
## 475    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 2007.1 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 1311   2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 1639   2.967300 3.000000  Sometimes    no 2.530035  no 0.955317 1.339232
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 2058   3.000000 3.000000  Sometimes    no 2.638896  no 0.000000 0.224559
## 2053.1 3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 516    3.000000 1.600812 Frequently    no 2.651258  no 0.600817 0.000000
## 1974   3.000000 3.000000  Sometimes    no 2.305521  no 1.956278 0.923760
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 850    2.427689 3.715306  Sometimes    no 2.876096  no 1.815768 0.426465
## 1034.1 1.925064 2.358298  Sometimes    no 2.774043  no 0.000000 0.133566
## 253.1  2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 277.1  2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 670    2.530233 3.249340  Sometimes    no 2.387945  no 1.976341 1.672508
## 440    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 1716   2.191429 3.000000  Sometimes    no 2.102709  no 1.325340 0.380979
## 1665   2.935157 1.845858  Sometimes    no 1.000000  no 1.089891 0.715993
## 813.1  2.000000 3.000000  Sometimes    no 2.168651  no 0.977998 0.142638
## 2076.1 3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 1687   1.655684 3.000000  Sometimes    no 2.000000  no 0.976425 0.690082
## 1649   2.918113 3.000000  Sometimes    no 2.240463  no 1.076248 1.480875
## 568.1  3.000000 3.000000 Frequently    no 2.000000  no 0.139808 0.875464
## 1848   3.000000 3.000000  Sometimes    no 1.050564  no 0.026033 0.539074
## 1452.2 2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 1867.2 3.000000 3.000000  Sometimes    no 1.709556  no 1.592494 0.925843
## 767.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.572230 0.000000
## 1632.1 2.088680 3.000000  Sometimes    no 1.520215  no 1.857351 0.000000
## 202    2.000000 3.000000     Always    no 1.000000  no 0.000000 0.000000
## 1953   3.000000 3.000000  Sometimes    no 2.841740  no 1.429256 0.775378
## 1995   3.000000 3.000000  Sometimes    no 2.247979  no 1.609938 0.849236
## 1285   2.000000 1.000000  Sometimes    no 2.000000  no 0.005405 0.000000
## 482    3.000000 4.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 838    3.000000 1.000000  Sometimes    no 2.000000  no 2.315983 0.000000
## 2066   3.000000 3.000000  Sometimes    no 1.777805  no 1.584716 0.927341
## 1221   2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 59     3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1792   2.880483 1.703299  Sometimes    no 1.006378  no 1.076729 1.058007
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 1845   3.000000 3.000000  Sometimes    no 1.698767  no 0.000000 0.543960
## 239    3.000000 1.000000  Sometimes    no 3.000000  no 1.000000 1.000000
## 1968   3.000000 3.000000  Sometimes    no 1.067716  no 0.030541 1.000000
## 2004.2 3.000000 3.000000  Sometimes    no 2.619517  no 0.000000 0.140368
## 946    2.162519 3.000000  Sometimes    no 2.152666  no 1.078074 1.502839
## 633    2.938031 2.705445 Frequently    no 1.333807 yes 1.877369 0.370973
## 1897   3.000000 3.000000  Sometimes    no 1.005864  no 0.020060 0.695838
## 755.1  2.000000 1.737620  Sometimes    no 2.207978  no 2.641072 0.707044
## 1333   2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 1594   3.000000 2.701689  Sometimes    no 2.738485  no 0.992253 0.000000
## 559    2.767731 3.821168  Sometimes    no 2.000000  no 2.000000 0.556245
## 759.1  2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 688    3.000000 3.642802 Frequently    no 1.995177  no 0.118271 0.065515
## 1565   2.754645 2.175432  Sometimes    no 1.541733  no 0.358709 1.073900
## 1409   2.607747 1.000414  Sometimes    no 3.000000  no 1.269169 1.460564
## 529.1  3.000000 3.765526 Frequently    no 1.656082  no 0.427770 0.555967
## 83     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 146.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 809    2.000000 3.000000  Sometimes    no 1.957871  no 0.994592 0.117303
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 700    2.910733 3.125440  Sometimes    no 2.204263  no 2.407906 1.403037
## 182.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 768    2.954996 3.714833  Sometimes    no 2.430918  no 2.545931 0.469735
## 990    2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1057   1.306844 2.279546  Sometimes    no 2.000000  no 0.000000 0.739609
## 1578   2.443538 3.000000  Sometimes    no 2.939492  no 1.208142 0.738935
## 177.1  3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 454.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 111.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1602.1 1.572036 3.000000  Sometimes    no 2.003563  no 0.000000 0.340196
## 395.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 799.1  2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 1503   1.961069 3.000000  Sometimes    no 2.652327  no 0.569310 0.319008
## 1292   2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 1584   2.938801 3.000000  Sometimes   yes 1.478994  no 0.946763 1.360463
## 766.2  2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 822    2.291846 1.555557  Sometimes    no 1.000000  no 0.000000 0.388271
## 1938   3.000000 3.000000  Sometimes    no 1.411365  no 1.564618 0.910683
## 2031.1 3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 132    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1883   3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 1508   2.000000 2.392811  Sometimes    no 2.000000  no 0.000000 1.809310
## 1066.1 2.000000 3.000000  Sometimes    no 2.000000  no 2.721646 1.269982
## 110.1  3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1119   3.000000 3.087119  Sometimes    no 2.000000  no 1.403872 1.000000
## 1623   3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 1708   2.880759 1.487674  Sometimes    no 1.013780  no 1.001090 1.098380
## 1607   2.024720 3.000000  Sometimes    no 1.800335  no 1.196368 0.000000
## 426.1  2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 289.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1366   2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1589   1.455602 3.000000  Sometimes    no 2.363307  no 1.144683 0.101026
## 218    2.000000 3.000000 Frequently    no 3.000000 yes 3.000000 1.000000
## 1450   2.000000 1.000000  Sometimes    no 2.000000  no 0.402614 0.000000
## 1608   2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 1230.1 2.000000 3.000000  Sometimes    no 1.406115  no 0.000000 0.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 1799   2.680375 1.089048  Sometimes    no 1.366238  no 0.181324 1.041677
## 679    2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 1039.1 3.000000 1.802305  Sometimes    no 2.000000  no 0.390877 0.000000
## 1079   2.000000 1.894384  Sometimes    no 2.000000  no 0.000000 0.000000
## 758.2  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 608    2.000000 3.166450  Sometimes    no 2.278578  no 1.838881 2.000000
## 1464.1 2.000000 3.000000  Sometimes    no 1.234943  no 0.008368 0.000000
## 199    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 664    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1749.1 2.262292 3.000000  Sometimes    no 2.115354  no 0.000000 0.847587
## 714    2.866383 1.226342 Frequently    no 1.000000  no 0.144950 0.000000
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 382.2  3.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 1270.2 2.000000 2.141839  Sometimes    no 2.939847  no 1.000000 0.103056
## 905    2.000000 3.000000  Sometimes    no 1.968011  no 1.072662 0.776758
## 1353.1 2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 2056   3.000000 3.000000  Sometimes    no 2.395387  no 0.000272 0.461532
## 1087.1 2.031246 3.000000  Sometimes    no 2.803002  no 1.984480 0.418623
## 263    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1396   2.870152 1.001383  Sometimes    no 3.000000  no 1.322558 1.000000
## 1663   3.000000 2.567567  Sometimes    no 2.011023  no 0.916478 0.000000
## 841    2.801514 3.000000  Sometimes    no 2.734782  no 2.207881 0.143675
## 1442.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1266.2 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.233314
## 1188   2.000000 1.009426  Sometimes    no 2.136398  no 1.060349 0.000000
## 875    2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 2076.2 3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 628    2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 798    2.000000 2.794156  Sometimes    no 2.377362  no 0.101236 0.105895
## 217    3.000000 3.000000 Frequently    no 2.000000  no 3.000000 0.000000
## 225    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1644   2.969233 3.000000  Sometimes    no 2.807984  no 0.982134 1.191998
## 1931.1 3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 2040   3.000000 3.000000  Sometimes    no 2.225139  no 0.035928 0.565315
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 2027.1 3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 1471.1 2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 1403   2.000000 2.994046  Sometimes    no 1.603549  no 1.335857 0.000000
## 1762   2.232836 3.000000  Sometimes    no 2.146398  no 0.886817 0.477870
## 1349   2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 1015   2.694281 3.000000  Sometimes    no 2.653831  no 1.965820 0.891189
## 1143   2.000000 2.395785  Sometimes    no 1.400770  no 0.788659 1.544357
## 1721   1.067909 3.656401  Sometimes    no 1.984590  no 0.054238 0.000000
## 1984.1 3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1246.1 2.000000 3.000000  Sometimes    no 1.689793  no 1.464204 0.000000
## 1373.1 2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 11     3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 710.1  1.601236 3.433908  Sometimes    no 1.055019  no 0.819269 1.030848
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 32     2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1719.2 1.626369 3.000000  Sometimes    no 2.109697  no 1.352973 0.076693
## 24     1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1957   3.000000 3.000000  Sometimes    no 2.770125  no 0.000000 0.088236
## 848.1  2.839048 2.106010  Sometimes    no 1.639202  no 1.117311 0.967919
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 274    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 476    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 671    3.000000 3.000000  Sometimes    no 2.000000  no 0.854337 1.000000
## 1048   1.650505 3.000000  Sometimes    no 2.000000  no 1.732340 1.000000
## 1076   2.000000 2.979600  Sometimes    no 1.964435  no 0.189957 1.732160
## 1452.3 2.000000 3.000000  Sometimes    no 2.290368  no 0.001086 0.544128
## 146.2  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 318.1  3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1928   3.000000 3.000000  Sometimes    no 2.770732  no 0.000000 0.125235
## 1918   3.000000 3.000000  Sometimes    no 2.325020  no 1.441791 0.918468
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1397.1 2.482575 1.001542  Sometimes    no 3.000000  no 1.751656 1.000000
## 1324   2.274491 1.000000  Sometimes    no 2.269500  no 0.946461 1.731070
## 1971.1 3.000000 3.000000  Sometimes    no 1.030501  no 0.065820 0.991473
## 1962   3.000000 3.000000  Sometimes    no 2.678779  no 0.000000 0.508848
## 523    2.392665 1.000000 Frequently    no 1.000000  no 0.000000 0.738269
## 1011   2.545270 3.000000  Sometimes    no 2.269564  no 0.503122 1.000000
## 2069   3.000000 3.000000  Sometimes    no 2.909675  no 0.360908 0.573887
## 166    2.000000 3.000000  Sometimes   yes 1.000000  no 1.000000 0.000000
## 441.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 818    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1907.1 3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1413   2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 1243   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 195.1  3.000000 3.000000 Frequently    no 3.000000  no 3.000000 0.000000
## 1702.1 2.813775 2.372705  Sometimes    no 1.000000  no 1.979355 0.000000
## 2058.1 3.000000 3.000000  Sometimes    no 2.638896  no 0.000000 0.224559
## 430    2.000000 3.000000 Frequently    no 1.000000 yes 1.000000 0.000000
## 1046   2.000000 2.271734  Sometimes    no 2.629043  no 1.000000 0.075823
## 1371   2.921576 3.000000  Sometimes    no 1.003636  no 1.000227 0.905596
## 965    3.000000 2.401341  Sometimes    no 2.000000 yes 0.663896 1.753745
## 1901   3.000000 3.000000  Sometimes    no 2.777557  no 0.000000 0.051858
## 473    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 845    1.901611 3.266501         no    no 2.926995  no 0.985872 0.307982
## 86     2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 775    2.915279 1.104642  Sometimes    no 1.530046  no 1.360635 0.000000
## 1856   3.000000 3.000000  Sometimes    no 2.763005  no 0.000000 0.101867
## 1366.1 2.859160 3.000000  Sometimes    no 1.000000  no 1.020525 0.786066
## 1962.1 3.000000 3.000000  Sometimes    no 2.678779  no 0.000000 0.508848
## 952.1  1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 91.1   3.000000 4.000000     Always    no 1.000000  no 2.000000 0.000000
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1373.2 2.000000 3.000000  Sometimes    no 2.401315  no 2.891986 0.000000
## 395.2  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 25.1   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1825   3.000000 3.000000  Sometimes    no 1.077253  no 0.162083 0.824607
## 1143.1 2.000000 2.395785  Sometimes    no 1.400770  no 0.788659 1.544357
## 1859   3.000000 3.000000  Sometimes    no 2.180566  no 0.000000 0.519905
## 1174   2.086898 1.818026  Sometimes    no 2.088929  no 0.305422 1.040787
## 373    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1850.1 3.000000 3.000000  Sometimes    no 2.613928  no 0.000000 0.553093
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 63     2.000000 1.000000         no    no 2.000000  no 0.000000 0.000000
## 339    3.000000 1.000000  Sometimes    no 2.000000 yes 1.000000 2.000000
## 846    1.977298 3.554974         no    no 2.217957  no 0.978120 0.459759
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 918    2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 1569   2.056870 3.000000  Sometimes    no 2.358088  no 0.093418 1.759954
## 1333.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 929.3  2.987148 3.483449  Sometimes    no 2.359246  no 2.060415 0.598999
## 420.1  1.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 1413.1 2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 1745   2.175276 3.000000  Sometimes    no 2.128176  no 1.306476 0.079334
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1868   3.000000 3.000000  Sometimes    no 2.507461  no 0.000000 0.368472
## 1572   2.092830 3.000000  Sometimes    no 2.077704  no 0.598655 0.000000
## 1319.1 2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 488    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1628   2.281963 3.770379  Sometimes    no 1.000000  no 1.330519 0.000000
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 514.1  3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 1480   2.000000 3.000000  Sometimes    no 3.000000  no 0.743593 1.000000
## 1036   2.000000 3.000000  Sometimes    no 2.802498  no 1.000000 0.417580
## 477    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1279   2.000000 3.000000  Sometimes    no 3.000000  no 1.783858 0.000000
## 1250   2.000000 1.854536  Sometimes    no 2.160169  no 1.000000 2.000000
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 567    2.000000 4.000000  Sometimes    no 2.157395  no 2.000000 1.679149
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 186    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1836.1 3.000000 3.000000  Sometimes    no 1.485736  no 1.950374 0.869238
## 2008   3.000000 3.000000  Sometimes    no 2.654636  no 0.069238 0.629578
## 138.1  2.000000 3.000000  Sometimes   yes 3.000000  no 0.000000 0.000000
## 1911   3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 765    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1125   2.000000 3.000000  Sometimes    no 2.000000  no 2.847761 1.413375
## 14.2   2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1031.1 2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 1906   3.000000 3.000000  Sometimes    no 2.673754  no 0.000000 0.339290
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 1663.1 3.000000 2.567567  Sometimes    no 2.011023  no 0.916478 0.000000
## 1234   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.105936
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 1285.1 2.000000 1.000000  Sometimes    no 2.000000  no 0.005405 0.000000
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 276.2  3.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 377    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 301.2  2.000000 3.000000  Sometimes   yes 1.000000  no 0.000000 0.000000
## 117.1  3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 528    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 583    2.449267 3.647154 Frequently    no 1.266018  no 0.866045 0.097234
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 558    2.596364 3.000000  Sometimes    no 2.000000  no 0.281734 1.488372
## 1282   2.031185 2.992606  Sometimes    no 2.852254  no 2.001230 0.360370
## 1208   2.325623 1.313403  Sometimes    no 1.946090  no 0.604259 0.000000
## 827    2.948248 3.000000  Sometimes    no 2.429911  no 0.119640 0.360193
## 32.1   2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 849    2.212320 4.000000  Sometimes    no 2.374044  no 2.000000 0.622638
## 1698   1.893428 3.000000  Sometimes    no 2.000000  no 1.917383 0.936480
## 1699   2.007845 2.954446  Sometimes    no 1.968796  no 1.587406 0.838947
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1146   2.734314 3.000000  Sometimes    no 3.000000  no 0.897702 0.908271
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 2023   3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 309    3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 921    2.000000 1.000000         no    no 2.976177  no 0.780117 0.000000
## 82     2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 408    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 402    2.000000 3.000000     Always    no 2.000000  no 1.000000 1.000000
## 428    3.000000 3.000000         no    no 2.000000  no 3.000000 0.000000
## 1163   2.733129 3.000000  Sometimes    no 1.302594  no 0.000000 1.103349
## 607    1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 1961   3.000000 3.000000  Sometimes    no 2.535629  no 0.152713 0.770200
## 199.1  2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 2106   3.000000 3.000000  Sometimes    no 1.796267  no 1.728332 0.897924
## 1181   2.000000 3.000000  Sometimes    no 2.976229  no 1.000000 0.121992
## 1591   2.252382 2.842848  Sometimes    no 1.879381  no 0.919388 0.000000
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 831    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1417   1.220024 3.000000  Sometimes    no 1.046254  no 0.520989 0.615990
## 474    1.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1481   2.000000 3.000000  Sometimes    no 3.000000  no 0.987591 1.914531
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 447    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2052   3.000000 3.000000  Sometimes    no 1.959287  no 1.433151 0.911335
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 901.1  1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1206   2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 1727   2.654792 1.077331  Sometimes    no 1.345407  no 0.327418 0.386861
## 2070   3.000000 3.000000  Sometimes    no 2.751370  no 0.324913 0.516764
## 2076.3 3.000000 3.000000  Sometimes    no 2.336349  no 1.416400 0.711724
## 498    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 625    2.000000 1.630846  Sometimes    no 2.975528  no 0.548991 0.369134
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1339.1 1.164062 3.000000  Sometimes    no 1.157395  no 0.000000 0.320851
## 357    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 1359   2.000000 2.478794  Sometimes    no 2.967064  no 1.000000 0.434600
## 970    2.000000 2.805436  Sometimes    no 2.122884  no 0.045651 0.017225
## 285.1  1.000000 1.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 990.1  2.451009 3.000000  Sometimes    no 2.000000  no 2.177243 1.323877
## 1460   2.253707 3.000000  Sometimes    no 2.524432  no 0.582160 0.175694
## 1746   2.219650 3.000000  Sometimes    no 2.165408  no 1.315045 0.688985
## 1221.1 2.427700 1.001633  Sometimes    no 3.000000  no 1.172641 1.000000
## 62.1   2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 572    3.000000 3.566082  Sometimes    no 1.438398  no 2.000000 1.000000
## 1659   2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 446    2.000000 4.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 2054   3.000000 3.000000  Sometimes    no 1.651462  no 1.655993 0.939982
## 968.1  2.885178 2.562895  Sometimes    no 1.017006  no 0.588673 0.916291
## 952.2  1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 200    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 426.2  2.000000 3.000000     Always    no 2.000000  no 2.000000 1.000000
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 985    2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 146.3  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1411   3.000000 3.000000  Sometimes    no 1.000000  no 0.215187 1.195929
## 1500   1.368978 3.000000  Sometimes    no 1.953152  no 0.104707 0.221830
## 849.1  2.212320 4.000000  Sometimes    no 2.374044  no 2.000000 0.622638
## 1979   3.000000 3.000000  Sometimes    no 2.709428  no 0.000000 0.228486
## 1939   3.000000 3.000000  Sometimes    no 2.417520  no 1.556155 0.873936
## 1479   2.000000 2.152733  Sometimes    no 2.533690  no 0.917563 1.285838
## 1781.1 2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 307    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 901.2  1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1328.1 2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1456   2.642744 3.000000  Sometimes    no 1.904054  no 1.645654 0.363549
## 1544   2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 1349.1 2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 730    2.342220 3.937099  Sometimes    no 2.311791  no 2.013377 1.128355
## 932.1  1.887951 3.728377         no    no 2.682107  no 1.123931 0.492528
## 142.2  3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 784.1  3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 978    2.010684 1.322087  Sometimes    no 2.000000  no 0.540397 0.973834
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 799.2  2.061952 4.000000  Sometimes    no 2.426465  no 2.000000 0.160138
## 734.1  1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 502    3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 774    2.108711 3.000000  Sometimes    no 2.746197  no 1.910432 0.000000
## 1430   2.222282 1.578751  Sometimes    no 2.791604  no 2.352091 0.317846
## 272    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 628.1  2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 28.2   2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1514   2.317734 3.000000  Sometimes    no 2.152736  no 0.000000 1.108145
## 679.1  2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 25.2   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 254    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1786.1 2.425503 2.996834  Sometimes    no 2.017602  no 1.580263 0.531769
## 288.2  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 136    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1748   1.947495 3.000000  Sometimes    no 2.042073  no 0.000000 0.618087
## 628.2  2.945967 3.000000  Sometimes    no 2.953192  no 2.830911 1.466667
## 879    2.253998 2.752318  Sometimes    no 2.328331  no 0.815509 0.024088
## 575    1.270448 3.731212 Frequently    no 1.876915  no 2.000000 1.000000
## 969    2.372494 2.849848  Sometimes    no 1.028538  no 0.675983 0.303025
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 883    2.814453 2.608055  Sometimes    no 1.859160  no 2.000000 0.516084
## 1049   1.961347 3.000000  Sometimes    no 2.000000  no 1.655488 1.000000
## 605    2.718970 1.473088 Frequently    no 1.164644  no 1.235675 0.930926
## 373.1  3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 310    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 8      2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 533    3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 2031.2 3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1093   2.000000 1.152521  Sometimes    no 1.723159  no 1.390160 1.094941
## 254.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1233   2.190110 2.029858  Sometimes    no 2.348981  no 1.946907 0.000000
## 971    2.153639 3.715148  Sometimes    no 2.703337  no 2.000000 0.226097
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 985.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.936551 1.409130
## 1612   2.644094 3.000000  Sometimes    no 2.740525  no 2.000000 0.500936
## 1983.3 3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 1943   3.000000 3.000000  Sometimes    no 2.555189  no 0.000000 0.462973
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 592    2.362918 4.000000  Sometimes    no 2.358172  no 2.000000 0.939819
## 1785   3.000000 2.695396  Sometimes    no 2.628816  no 0.975384 0.000000
## 731.1  2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1484   2.000000 2.880794  Sometimes    no 1.618370  no 0.120165 0.000000
## 262    2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 1820.1 3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 472    2.000000 3.000000  Sometimes    no 2.000000 yes 1.000000 0.000000
## 647    2.984425 3.000000 Frequently    no 2.044694  no 2.008256 1.250871
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 1770   1.624366 3.000000  Sometimes    no 2.081719  no 1.538922 0.356868
## 591.1  2.703436 2.884479  Sometimes    no 1.439962  no 0.144627 0.322307
## 1142   2.000000 2.815255  Sometimes    no 1.622214  no 0.463891 1.462664
## 1512   2.000000 3.000000  Sometimes    no 3.000000  no 2.240500 0.000000
## 823    1.906194 3.987707  Sometimes    no 2.597746  no 1.922234 1.376124
## 19     3.000000 4.000000 Frequently   yes 1.000000  no 0.000000 0.000000
## 1614   2.941627 3.000000  Sometimes    no 2.318134  no 0.582686 1.588046
## 351.1  2.000000 3.000000  Sometimes    no 1.000000  no 3.000000 2.000000
## 1985   3.000000 3.000000  Sometimes    no 1.542490  no 0.627700 0.450479
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1733   2.576910 3.000000  Sometimes    no 2.080187  no 1.042680 0.376683
## 1050.2 2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 2103.1 3.000000 3.000000  Sometimes    no 2.320068  no 0.045246 0.413106
## 1585   2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 82.1   2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1767   2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1563   2.305349 3.169089  Sometimes    no 1.021610  no 0.908981 0.000000
## 1852   3.000000 3.000000  Sometimes    no 2.861533  no 1.704640 0.655571
## 490    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1833   3.000000 3.000000  Sometimes    no 1.154698  no 1.718360 0.959218
## 1282.1 2.031185 2.992606  Sometimes    no 2.852254  no 2.001230 0.360370
## 552    3.000000 3.590039 Frequently    no 2.730500  no 0.107078 0.000000
## 1980   3.000000 3.000000  Sometimes    no 1.525127  no 0.220825 0.896105
## 533.1  3.000000 3.691226  Sometimes    no 2.650989  no 1.228136 0.832400
## 2003   3.000000 3.000000  Sometimes    no 2.893062  no 1.408177 0.807457
## 1245   2.000000 1.000000  Sometimes    no 2.000000  no 0.827502 0.000000
## 1756.1 2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 1292.1 2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 357.1  3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 1.000000
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 733    2.424977 4.000000  Sometimes    no 2.000000  no 2.000000 0.039210
## 1234.1 2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.105936
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 1336   2.000000 2.427137  Sometimes    no 2.574073  no 1.000000 2.000000
## 854    1.078529 1.211606  Sometimes    no 2.568063  no 3.000000 0.817983
## 1894.1 3.000000 3.000000  Sometimes    no 2.085553  no 1.271651 0.587932
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 852.1  3.000000 1.000000  Sometimes    no 2.000000  no 2.971832 0.000000
## 98.1   3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 676.1  2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 52     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1204   2.501683 3.394788  Sometimes    no 1.337378  no 0.932888 1.000000
## 500.1  3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1372   2.000000 3.000000  Sometimes    no 2.793505  no 2.219390 0.202902
## 2090   3.000000 3.000000  Sometimes    no 2.621976  no 0.000000 0.123861
## 187.1  2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 0.000000
## 311.1  2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1583   2.312528 3.000000  Sometimes    no 2.208068  no 1.076720 1.035711
## 859    1.993101 3.171082  Sometimes    no 2.364498  no 1.224743 0.022245
## 1830   3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 2039   3.000000 3.000000  Sometimes    no 2.476002  no 0.000000 0.546345
## 977    2.706134 2.669766  Sometimes    no 1.979848 yes 0.445238 0.908836
## 836    2.366949 3.000000  Sometimes    no 1.926577  no 1.581242 0.000000
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 450.1  1.000000 3.000000  Sometimes    no 2.000000  no 2.000000 2.000000
## 1715.2 1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 720.1  2.969205 3.210430 Frequently    no 2.765876  no 0.611037 1.300692
## 1842   3.000000 3.000000  Sometimes    no 2.617988  no 0.000000 0.156187
## 1071   2.000000 1.809930  Sometimes    no 2.174835  no 0.340915 0.020153
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 2021   3.000000 3.000000  Sometimes    no 2.613504  no 0.067985 0.778632
## 748.1  1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 213.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
##              CALC                MTRANS          NObeyesdad
## 1164           no Public_Transportation Overweight_Level_II
## 179    Frequently Public_Transportation       Normal_Weight
## 471     Sometimes Public_Transportation       Normal_Weight
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 634            no            Automobile Insufficient_Weight
## 569            no Public_Transportation Insufficient_Weight
## 1783           no Public_Transportation     Obesity_Type_II
## 371            no Public_Transportation       Normal_Weight
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 276     Sometimes Public_Transportation       Normal_Weight
## 692     Sometimes Public_Transportation Insufficient_Weight
## 709     Sometimes Public_Transportation Insufficient_Weight
## 1215    Sometimes Public_Transportation      Obesity_Type_I
## 1625    Sometimes            Automobile     Obesity_Type_II
## 1615    Sometimes            Automobile     Obesity_Type_II
## 276.1   Sometimes Public_Transportation       Normal_Weight
## 142    Frequently Public_Transportation       Normal_Weight
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1971    Sometimes Public_Transportation    Obesity_Type_III
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 1227           no Public_Transportation      Obesity_Type_I
## 737     Sometimes Public_Transportation Insufficient_Weight
## 84             no               Walking Insufficient_Weight
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 211            no Public_Transportation     Obesity_Type_II
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 957     Sometimes            Automobile  Overweight_Level_I
## 848     Sometimes Public_Transportation  Overweight_Level_I
## 1682    Sometimes            Automobile     Obesity_Type_II
## 394     Sometimes Public_Transportation Overweight_Level_II
## 1975    Sometimes Public_Transportation    Obesity_Type_III
## 236            no Public_Transportation       Normal_Weight
## 383     Sometimes Public_Transportation       Normal_Weight
## 227            no            Automobile       Normal_Weight
## 1791    Sometimes Public_Transportation     Obesity_Type_II
## 620     Sometimes Public_Transportation Insufficient_Weight
## 1277           no Public_Transportation      Obesity_Type_I
## 233            no Public_Transportation       Normal_Weight
## 993            no Public_Transportation Overweight_Level_II
## 1976    Sometimes Public_Transportation    Obesity_Type_III
## 1712    Sometimes            Automobile     Obesity_Type_II
## 3      Frequently Public_Transportation       Normal_Weight
## 586     Sometimes Public_Transportation Insufficient_Weight
## 1272           no Public_Transportation      Obesity_Type_I
## 135     Sometimes            Automobile      Obesity_Type_I
## 1373           no Public_Transportation      Obesity_Type_I
## 1427           no Public_Transportation      Obesity_Type_I
## 519            no Public_Transportation Insufficient_Weight
## 1885    Sometimes Public_Transportation    Obesity_Type_III
## 1553           no            Automobile     Obesity_Type_II
## 1892    Sometimes Public_Transportation    Obesity_Type_III
## 1493           no Public_Transportation      Obesity_Type_I
## 1909    Sometimes Public_Transportation    Obesity_Type_III
## 1268    Sometimes            Automobile      Obesity_Type_I
## 941     Sometimes Public_Transportation  Overweight_Level_I
## 1397           no Public_Transportation      Obesity_Type_I
## 1287           no            Automobile      Obesity_Type_I
## 1674           no Public_Transportation     Obesity_Type_II
## 1794           no Public_Transportation     Obesity_Type_II
## 709.1   Sometimes Public_Transportation Insufficient_Weight
## 1781           no Public_Transportation     Obesity_Type_II
## 1485    Sometimes            Automobile      Obesity_Type_I
## 1318           no Public_Transportation      Obesity_Type_I
## 600     Sometimes Public_Transportation Insufficient_Weight
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1295           no Public_Transportation      Obesity_Type_I
## 1229    Sometimes            Automobile      Obesity_Type_I
## 1780           no Public_Transportation     Obesity_Type_II
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 2065    Sometimes Public_Transportation    Obesity_Type_III
## 530     Sometimes Public_Transportation Insufficient_Weight
## 1200    Sometimes Public_Transportation Overweight_Level_II
## 449     Sometimes Public_Transportation     Obesity_Type_II
## 1678    Sometimes Public_Transportation     Obesity_Type_II
## 525     Sometimes Public_Transportation Insufficient_Weight
## 1786    Sometimes Public_Transportation     Obesity_Type_II
## 514            no Public_Transportation Insufficient_Weight
## 717            no            Automobile Insufficient_Weight
## 1452    Sometimes Public_Transportation      Obesity_Type_I
## 301     Sometimes Public_Transportation       Normal_Weight
## 1765    Sometimes Public_Transportation     Obesity_Type_II
## 1751    Sometimes            Automobile     Obesity_Type_II
## 277            no Public_Transportation Insufficient_Weight
## 14     Frequently            Automobile      Obesity_Type_I
## 932     Sometimes Public_Transportation  Overweight_Level_I
## 49      Sometimes               Walking       Normal_Weight
## 65             no Public_Transportation       Normal_Weight
## 890    Frequently Public_Transportation  Overweight_Level_I
## 329     Sometimes               Walking       Normal_Weight
## 1655    Sometimes Public_Transportation     Obesity_Type_II
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 211.1          no Public_Transportation     Obesity_Type_II
## 1671    Sometimes Public_Transportation     Obesity_Type_II
## 1339    Sometimes Public_Transportation      Obesity_Type_I
## 1910    Sometimes Public_Transportation    Obesity_Type_III
## 1941    Sometimes Public_Transportation    Obesity_Type_III
## 755    Frequently Public_Transportation  Overweight_Level_I
## 427            no Public_Transportation       Normal_Weight
## 112            no Public_Transportation       Normal_Weight
## 1703           no Public_Transportation     Obesity_Type_II
## 1867    Sometimes Public_Transportation    Obesity_Type_III
## 544            no Public_Transportation Insufficient_Weight
## 1651    Sometimes Public_Transportation     Obesity_Type_II
## 929     Sometimes Public_Transportation  Overweight_Level_I
## 439     Sometimes            Automobile       Normal_Weight
## 1365    Sometimes            Automobile      Obesity_Type_I
## 420     Sometimes Public_Transportation      Obesity_Type_I
## 1706    Sometimes Public_Transportation     Obesity_Type_II
## 1302           no Public_Transportation      Obesity_Type_I
## 1228    Sometimes Public_Transportation      Obesity_Type_I
## 2102    Sometimes Public_Transportation    Obesity_Type_III
## 1656    Sometimes            Automobile     Obesity_Type_II
## 541     Sometimes Public_Transportation Insufficient_Weight
## 1641    Sometimes Public_Transportation     Obesity_Type_II
## 1954    Sometimes Public_Transportation    Obesity_Type_III
## 1444           no Public_Transportation      Obesity_Type_I
## 496            no             Motorbike       Normal_Weight
## 359    Frequently            Automobile     Obesity_Type_II
## 1457    Sometimes Public_Transportation      Obesity_Type_I
## 1066           no Public_Transportation Overweight_Level_II
## 820     Sometimes Public_Transportation  Overweight_Level_I
## 224            no Public_Transportation       Normal_Weight
## 842     Sometimes Public_Transportation  Overweight_Level_I
## 591     Sometimes Public_Transportation Insufficient_Weight
## 565            no            Automobile Insufficient_Weight
## 43             no Public_Transportation       Normal_Weight
## 1983.1  Sometimes Public_Transportation    Obesity_Type_III
## 1805    Sometimes Public_Transportation    Obesity_Type_III
## 766     Sometimes            Automobile  Overweight_Level_I
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 1246           no Public_Transportation      Obesity_Type_I
## 333            no               Walking       Normal_Weight
## 690     Sometimes Public_Transportation Insufficient_Weight
## 1704    Sometimes Public_Transportation     Obesity_Type_II
## 1581    Sometimes Public_Transportation     Obesity_Type_II
## 695            no            Automobile Insufficient_Weight
## 1471           no Public_Transportation      Obesity_Type_I
## 141     Sometimes Public_Transportation Insufficient_Weight
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 1319           no Public_Transportation      Obesity_Type_I
## 1247           no Public_Transportation      Obesity_Type_I
## 1773    Sometimes Public_Transportation     Obesity_Type_II
## 94             no               Walking       Normal_Weight
## 301.1   Sometimes Public_Transportation       Normal_Weight
## 255            no Public_Transportation       Normal_Weight
## 1217           no            Automobile      Obesity_Type_I
## 976    Frequently Public_Transportation  Overweight_Level_I
## 1275           no Public_Transportation      Obesity_Type_I
## 1047    Sometimes Public_Transportation Overweight_Level_II
## 454     Sometimes            Automobile       Normal_Weight
## 2       Sometimes Public_Transportation       Normal_Weight
## 1581.1  Sometimes Public_Transportation     Obesity_Type_II
## 1166           no Public_Transportation Overweight_Level_II
## 867     Sometimes Public_Transportation  Overweight_Level_I
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 463     Sometimes            Automobile Overweight_Level_II
## 1836    Sometimes Public_Transportation    Obesity_Type_III
## 923     Sometimes Public_Transportation  Overweight_Level_I
## 1039           no            Automobile Overweight_Level_II
## 351     Sometimes               Walking       Normal_Weight
## 732            no            Automobile Insufficient_Weight
## 998            no Public_Transportation Overweight_Level_II
## 1391    Sometimes Public_Transportation      Obesity_Type_I
## 929.1   Sometimes Public_Transportation  Overweight_Level_I
## 61      Sometimes Public_Transportation       Normal_Weight
## 1488    Sometimes            Automobile      Obesity_Type_I
## 1719    Sometimes Public_Transportation     Obesity_Type_II
## 882     Sometimes Public_Transportation  Overweight_Level_I
## 1362    Sometimes Public_Transportation      Obesity_Type_I
## 1655.1  Sometimes Public_Transportation     Obesity_Type_II
## 597            no            Automobile Insufficient_Weight
## 1425   Frequently            Automobile      Obesity_Type_I
## 30     Frequently               Walking       Normal_Weight
## 1749    Sometimes            Automobile     Obesity_Type_II
## 464     Sometimes Public_Transportation       Normal_Weight
## 529     Sometimes Public_Transportation Insufficient_Weight
## 1737    Sometimes Public_Transportation     Obesity_Type_II
## 1560    Sometimes Public_Transportation     Obesity_Type_II
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 617            no Public_Transportation Insufficient_Weight
## 117            no               Walking      Obesity_Type_I
## 748            no            Automobile  Overweight_Level_I
## 551            no Public_Transportation Insufficient_Weight
## 1468           no Public_Transportation      Obesity_Type_I
## 929.2   Sometimes Public_Transportation  Overweight_Level_I
## 1867.1  Sometimes Public_Transportation    Obesity_Type_III
## 435    Frequently            Automobile       Normal_Weight
## 1219    Sometimes Public_Transportation      Obesity_Type_I
## 1950    Sometimes Public_Transportation    Obesity_Type_III
## 319     Sometimes Public_Transportation       Normal_Weight
## 1946    Sometimes Public_Transportation    Obesity_Type_III
## 1528    Sometimes Public_Transportation     Obesity_Type_II
## 1861    Sometimes Public_Transportation    Obesity_Type_III
## 858     Sometimes Public_Transportation  Overweight_Level_I
## 1151    Sometimes Public_Transportation Overweight_Level_II
## 2100    Sometimes Public_Transportation    Obesity_Type_III
## 1031    Sometimes            Automobile Overweight_Level_II
## 1041           no            Automobile Overweight_Level_II
## 1658           no Public_Transportation     Obesity_Type_II
## 1809    Sometimes Public_Transportation    Obesity_Type_III
## 1353    Sometimes            Automobile      Obesity_Type_I
## 382     Sometimes Public_Transportation       Normal_Weight
## 46             no Public_Transportation Overweight_Level_II
## 536            no Public_Transportation Insufficient_Weight
## 2006    Sometimes Public_Transportation    Obesity_Type_III
## 77             no Public_Transportation Insufficient_Weight
## 1686    Sometimes Public_Transportation     Obesity_Type_II
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 504     Sometimes Public_Transportation    Obesity_Type_III
## 1355           no Public_Transportation      Obesity_Type_I
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 1515           no            Automobile     Obesity_Type_II
## 1723           no            Automobile     Obesity_Type_II
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 1197    Sometimes Public_Transportation Overweight_Level_II
## 721            no Public_Transportation Insufficient_Weight
## 289            no Public_Transportation       Normal_Weight
## 87             no Public_Transportation       Normal_Weight
## 764     Sometimes Public_Transportation  Overweight_Level_I
## 41      Sometimes Public_Transportation  Overweight_Level_I
## 685     Sometimes Public_Transportation Insufficient_Weight
## 828     Sometimes            Automobile  Overweight_Level_I
## 1798           no Public_Transportation     Obesity_Type_II
## 1029           no            Automobile Overweight_Level_II
## 1924    Sometimes Public_Transportation    Obesity_Type_III
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 23      Sometimes            Automobile       Normal_Weight
## 554     Sometimes Public_Transportation Insufficient_Weight
## 1930    Sometimes Public_Transportation    Obesity_Type_III
## 2051    Sometimes Public_Transportation    Obesity_Type_III
## 635            no Public_Transportation Insufficient_Weight
## 1170    Sometimes Public_Transportation Overweight_Level_II
## 137     Sometimes Public_Transportation       Normal_Weight
## 812     Sometimes Public_Transportation  Overweight_Level_I
## 1090           no            Automobile Overweight_Level_II
## 479     Sometimes Public_Transportation       Normal_Weight
## 802    Frequently Public_Transportation  Overweight_Level_I
## 2029    Sometimes Public_Transportation    Obesity_Type_III
## 1120           no            Automobile Overweight_Level_II
## 1839    Sometimes Public_Transportation    Obesity_Type_III
## 93     Frequently               Walking  Overweight_Level_I
## 182     Sometimes Public_Transportation       Normal_Weight
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 278     Sometimes               Walking       Normal_Weight
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 1794.1         no Public_Transportation     Obesity_Type_II
## 343     Sometimes Public_Transportation      Obesity_Type_I
## 1529.1  Sometimes Public_Transportation     Obesity_Type_II
## 783     Sometimes            Automobile  Overweight_Level_I
## 1983.2  Sometimes Public_Transportation    Obesity_Type_III
## 2089    Sometimes Public_Transportation    Obesity_Type_III
## 1946.1  Sometimes Public_Transportation    Obesity_Type_III
## 149     Sometimes            Automobile       Normal_Weight
## 1270    Sometimes Public_Transportation      Obesity_Type_I
## 648            no Public_Transportation Insufficient_Weight
## 907     Sometimes Public_Transportation  Overweight_Level_I
## 1344           no Public_Transportation      Obesity_Type_I
## 1361    Sometimes            Automobile      Obesity_Type_I
## 1715    Sometimes            Automobile     Obesity_Type_II
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 720            no Public_Transportation Insufficient_Weight
## 1138           no Public_Transportation Overweight_Level_II
## 187    Frequently            Automobile      Obesity_Type_I
## 61.1    Sometimes Public_Transportation       Normal_Weight
## 1345           no Public_Transportation      Obesity_Type_I
## 1237           no Public_Transportation      Obesity_Type_I
## 1924.1  Sometimes Public_Transportation    Obesity_Type_III
## 1715.1  Sometimes            Automobile     Obesity_Type_II
## 1963    Sometimes Public_Transportation    Obesity_Type_III
## 288            no Public_Transportation       Normal_Weight
## 259            no Public_Transportation Overweight_Level_II
## 742     Sometimes Public_Transportation Insufficient_Weight
## 568            no Public_Transportation Insufficient_Weight
## 364     Sometimes Public_Transportation       Normal_Weight
## 1941.1  Sometimes Public_Transportation    Obesity_Type_III
## 1135           no Public_Transportation Overweight_Level_II
## 1487           no Public_Transportation      Obesity_Type_I
## 772     Sometimes Public_Transportation  Overweight_Level_I
## 939     Sometimes Public_Transportation  Overweight_Level_I
## 1632    Sometimes Public_Transportation     Obesity_Type_II
## 1040    Sometimes Public_Transportation Overweight_Level_II
## 124            no Public_Transportation       Normal_Weight
## 2000    Sometimes Public_Transportation    Obesity_Type_III
## 799     Sometimes Public_Transportation  Overweight_Level_I
## 313            no Public_Transportation       Normal_Weight
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1951    Sometimes Public_Transportation    Obesity_Type_III
## 1253    Sometimes Public_Transportation      Obesity_Type_I
## 1855    Sometimes Public_Transportation    Obesity_Type_III
## 1179    Sometimes Public_Transportation Overweight_Level_II
## 101     Sometimes Public_Transportation       Normal_Weight
## 2004    Sometimes Public_Transportation    Obesity_Type_III
## 1427.1         no Public_Transportation      Obesity_Type_I
## 177            no Public_Transportation       Normal_Weight
## 813     Sometimes Public_Transportation  Overweight_Level_I
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 91             no Public_Transportation     Obesity_Type_II
## 815     Sometimes Public_Transportation  Overweight_Level_I
## 1009    Sometimes Public_Transportation Overweight_Level_II
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 1099    Sometimes            Automobile Overweight_Level_II
## 1933    Sometimes Public_Transportation    Obesity_Type_III
## 766.1   Sometimes            Automobile  Overweight_Level_I
## 1811    Sometimes Public_Transportation    Obesity_Type_III
## 450     Sometimes Public_Transportation       Normal_Weight
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 1228.1  Sometimes Public_Transportation      Obesity_Type_I
## 1198           no            Automobile Overweight_Level_II
## 1588    Sometimes Public_Transportation     Obesity_Type_II
## 1452.1  Sometimes Public_Transportation      Obesity_Type_I
## 1599           no Public_Transportation     Obesity_Type_II
## 382.1   Sometimes Public_Transportation       Normal_Weight
## 108     Sometimes            Automobile  Overweight_Level_I
## 1999    Sometimes Public_Transportation    Obesity_Type_III
## 1556           no Public_Transportation     Obesity_Type_II
## 2109    Sometimes Public_Transportation    Obesity_Type_III
## 278.1   Sometimes               Walking       Normal_Weight
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 426     Sometimes Public_Transportation       Normal_Weight
## 1949    Sometimes Public_Transportation    Obesity_Type_III
## 348     Sometimes               Walking Overweight_Level_II
## 1074           no Public_Transportation Overweight_Level_II
## 1314           no Public_Transportation      Obesity_Type_I
## 468            no            Automobile       Normal_Weight
## 285     Sometimes Public_Transportation       Normal_Weight
## 643     Sometimes Public_Transportation Insufficient_Weight
## 1201    Sometimes            Automobile Overweight_Level_II
## 687            no Public_Transportation Insufficient_Weight
## 779     Sometimes Public_Transportation  Overweight_Level_I
## 645            no            Automobile Insufficient_Weight
## 1058.1  Sometimes Public_Transportation Overweight_Level_II
## 157            no            Automobile       Normal_Weight
## 968     Sometimes            Automobile  Overweight_Level_I
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1881    Sometimes Public_Transportation    Obesity_Type_III
## 354     Sometimes            Automobile       Normal_Weight
## 299    Frequently Public_Transportation       Normal_Weight
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 676     Sometimes Public_Transportation Insufficient_Weight
## 395            no Public_Transportation       Normal_Weight
## 1162           no Public_Transportation Overweight_Level_II
## 335    Frequently Public_Transportation  Overweight_Level_I
## 1871    Sometimes Public_Transportation    Obesity_Type_III
## 1164.1         no Public_Transportation Overweight_Level_II
## 278.2   Sometimes               Walking       Normal_Weight
## 1498           no Public_Transportation      Obesity_Type_I
## 1427.2         no Public_Transportation      Obesity_Type_I
## 2027    Sometimes Public_Transportation    Obesity_Type_III
## 1769    Sometimes Public_Transportation     Obesity_Type_II
## 2004.1  Sometimes Public_Transportation    Obesity_Type_III
## 1768    Sometimes Public_Transportation     Obesity_Type_II
## 1927    Sometimes Public_Transportation    Obesity_Type_III
## 1087           no            Automobile Overweight_Level_II
## 1007    Sometimes Public_Transportation Overweight_Level_II
## 1820    Sometimes Public_Transportation    Obesity_Type_III
## 441            no            Automobile       Normal_Weight
## 14.1   Frequently            Automobile      Obesity_Type_I
## 1801    Sometimes Public_Transportation    Obesity_Type_III
## 388     Sometimes             Motorbike      Obesity_Type_I
## 421     Sometimes            Automobile Insufficient_Weight
## 1197.1  Sometimes Public_Transportation Overweight_Level_II
## 871     Sometimes            Automobile  Overweight_Level_I
## 1750    Sometimes            Automobile     Obesity_Type_II
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 1689    Sometimes Public_Transportation     Obesity_Type_II
## 2087    Sometimes Public_Transportation    Obesity_Type_III
## 397    Frequently            Automobile       Normal_Weight
## 629            no            Automobile Insufficient_Weight
## 910     Sometimes Public_Transportation  Overweight_Level_I
## 28      Sometimes            Automobile       Normal_Weight
## 1529.2  Sometimes Public_Transportation     Obesity_Type_II
## 1108           no            Automobile Overweight_Level_II
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 746            no            Automobile  Overweight_Level_I
## 407     Sometimes            Automobile       Normal_Weight
## 58             no Public_Transportation       Normal_Weight
## 62      Sometimes Public_Transportation       Normal_Weight
## 996     Sometimes Public_Transportation Overweight_Level_II
## 901     Sometimes Public_Transportation  Overweight_Level_I
## 1491    Sometimes            Automobile      Obesity_Type_I
## 1676    Sometimes Public_Transportation     Obesity_Type_II
## 1755    Sometimes Public_Transportation     Obesity_Type_II
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 470            no Public_Transportation Insufficient_Weight
## 964     Sometimes Public_Transportation  Overweight_Level_I
## 758.1   Sometimes Public_Transportation  Overweight_Level_I
## 1266           no Public_Transportation      Obesity_Type_I
## 1702           no Public_Transportation     Obesity_Type_II
## 678     Sometimes Public_Transportation Insufficient_Weight
## 1482    Sometimes            Automobile      Obesity_Type_I
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1068           no            Automobile Overweight_Level_II
## 577     Sometimes Public_Transportation Insufficient_Weight
## 1272.1         no Public_Transportation      Obesity_Type_I
## 1469           no Public_Transportation      Obesity_Type_I
## 375     Sometimes            Automobile       Normal_Weight
## 1214    Sometimes Public_Transportation      Obesity_Type_I
## 1442    Sometimes            Automobile      Obesity_Type_I
## 1058.2  Sometimes Public_Transportation Overweight_Level_II
## 1550    Sometimes Public_Transportation     Obesity_Type_II
## 738     Sometimes Public_Transportation Insufficient_Weight
## 1947    Sometimes Public_Transportation    Obesity_Type_III
## 527     Sometimes Public_Transportation Insufficient_Weight
## 126    Frequently Public_Transportation  Overweight_Level_I
## 952     Sometimes Public_Transportation  Overweight_Level_I
## 2015    Sometimes Public_Transportation    Obesity_Type_III
## 1108.1         no            Automobile Overweight_Level_II
## 2029.1  Sometimes Public_Transportation    Obesity_Type_III
## 782     Sometimes Public_Transportation  Overweight_Level_I
## 574     Sometimes Public_Transportation Insufficient_Weight
## 530.1   Sometimes Public_Transportation Insufficient_Weight
## 240            no Public_Transportation       Normal_Weight
## 376     Sometimes            Automobile Overweight_Level_II
## 232     Sometimes Public_Transportation       Normal_Weight
## 1284           no Public_Transportation      Obesity_Type_I
## 863     Sometimes            Automobile  Overweight_Level_I
## 1124    Sometimes Public_Transportation Overweight_Level_II
## 912     Sometimes Public_Transportation  Overweight_Level_I
## 92     Frequently Public_Transportation       Normal_Weight
## 341            no Public_Transportation       Normal_Weight
## 1853    Sometimes Public_Transportation    Obesity_Type_III
## 1034           no Public_Transportation Overweight_Level_II
## 1534           no Public_Transportation     Obesity_Type_II
## 1426           no Public_Transportation      Obesity_Type_I
## 2026    Sometimes Public_Transportation    Obesity_Type_III
## 324     Sometimes            Automobile       Normal_Weight
## 1451           no Public_Transportation      Obesity_Type_I
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 882.1   Sometimes Public_Transportation  Overweight_Level_I
## 1290           no Public_Transportation      Obesity_Type_I
## 940            no Public_Transportation  Overweight_Level_I
## 1850    Sometimes Public_Transportation    Obesity_Type_III
## 629.1          no            Automobile Insufficient_Weight
## 1896    Sometimes Public_Transportation    Obesity_Type_III
## 1270.1  Sometimes Public_Transportation      Obesity_Type_I
## 28.1    Sometimes            Automobile       Normal_Weight
## 36      Sometimes Public_Transportation Overweight_Level_II
## 1633    Sometimes Public_Transportation     Obesity_Type_II
## 1451.1         no Public_Transportation      Obesity_Type_I
## 359.1  Frequently            Automobile     Obesity_Type_II
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 1719.1  Sometimes Public_Transportation     Obesity_Type_II
## 815.1   Sometimes Public_Transportation  Overweight_Level_I
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 2006.1  Sometimes Public_Transportation    Obesity_Type_III
## 1101    Sometimes Public_Transportation Overweight_Level_II
## 146     Sometimes Public_Transportation  Overweight_Level_I
## 154            no            Automobile Overweight_Level_II
## 241            no Public_Transportation       Normal_Weight
## 37             no               Walking       Normal_Weight
## 1506           no Public_Transportation      Obesity_Type_I
## 660     Sometimes Public_Transportation Insufficient_Weight
## 1662    Sometimes Public_Transportation     Obesity_Type_II
## 705            no Public_Transportation Insufficient_Weight
## 1970    Sometimes Public_Transportation    Obesity_Type_III
## 1182    Sometimes Public_Transportation Overweight_Level_II
## 1238   Frequently            Automobile      Obesity_Type_I
## 31             no             Motorbike  Overweight_Level_I
## 1978    Sometimes Public_Transportation    Obesity_Type_III
## 2053    Sometimes Public_Transportation    Obesity_Type_III
## 1913.1  Sometimes Public_Transportation    Obesity_Type_III
## 1133           no            Automobile Overweight_Level_II
## 834     Sometimes Public_Transportation  Overweight_Level_I
## 1097           no            Automobile Overweight_Level_II
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 1370           no Public_Transportation      Obesity_Type_I
## 116            no Public_Transportation       Normal_Weight
## 411            no Public_Transportation       Normal_Weight
## 1586    Sometimes Public_Transportation     Obesity_Type_II
## 34      Sometimes Public_Transportation Overweight_Level_II
## 1148    Sometimes Public_Transportation Overweight_Level_II
## 1              no Public_Transportation       Normal_Weight
## 1214.1  Sometimes Public_Transportation      Obesity_Type_I
## 793            no Public_Transportation  Overweight_Level_I
## 1406           no Public_Transportation      Obesity_Type_I
## 1903    Sometimes Public_Transportation    Obesity_Type_III
## 1954.1  Sometimes Public_Transportation    Obesity_Type_III
## 1946.2  Sometimes Public_Transportation    Obesity_Type_III
## 318            no Public_Transportation       Normal_Weight
## 1267    Sometimes            Automobile      Obesity_Type_I
## 1004   Frequently            Automobile Overweight_Level_II
## 686            no Public_Transportation Insufficient_Weight
## 1399           no Public_Transportation      Obesity_Type_I
## 920     Sometimes Public_Transportation  Overweight_Level_I
## 944            no Public_Transportation  Overweight_Level_I
## 1055    Sometimes Public_Transportation Overweight_Level_II
## 858.1   Sometimes Public_Transportation  Overweight_Level_I
## 1047.1  Sometimes Public_Transportation Overweight_Level_II
## 1801.1  Sometimes Public_Transportation    Obesity_Type_III
## 893     Sometimes Public_Transportation  Overweight_Level_I
## 1133.1         no            Automobile Overweight_Level_II
## 1923    Sometimes Public_Transportation    Obesity_Type_III
## 1012           no            Automobile Overweight_Level_II
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 283            no Public_Transportation       Normal_Weight
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 1642    Sometimes            Automobile     Obesity_Type_II
## 1538           no Public_Transportation     Obesity_Type_II
## 35      Sometimes Public_Transportation       Normal_Weight
## 1898    Sometimes Public_Transportation    Obesity_Type_III
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 1230    Sometimes            Automobile      Obesity_Type_I
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 479.1   Sometimes Public_Transportation       Normal_Weight
## 1266.1         no Public_Transportation      Obesity_Type_I
## 1176    Sometimes            Automobile Overweight_Level_II
## 767     Sometimes            Automobile  Overweight_Level_I
## 256            no                  Bike  Overweight_Level_I
## 1904    Sometimes Public_Transportation    Obesity_Type_III
## 1878    Sometimes Public_Transportation    Obesity_Type_III
## 253    Frequently            Automobile Overweight_Level_II
## 50      Sometimes Public_Transportation       Normal_Weight
## 25      Sometimes Public_Transportation       Normal_Weight
## 169     Sometimes Public_Transportation  Overweight_Level_I
## 1464    Sometimes Public_Transportation      Obesity_Type_I
## 1996    Sometimes Public_Transportation    Obesity_Type_III
## 1821    Sometimes Public_Transportation    Obesity_Type_III
## 47      Sometimes Public_Transportation       Normal_Weight
## 825     Sometimes Public_Transportation  Overweight_Level_I
## 195            no Public_Transportation      Obesity_Type_I
## 456     Sometimes Public_Transportation       Normal_Weight
## 1050.1  Sometimes Public_Transportation Overweight_Level_II
## 1894    Sometimes Public_Transportation    Obesity_Type_III
## 75     Frequently Public_Transportation Overweight_Level_II
## 1258           no Public_Transportation      Obesity_Type_I
## 1132           no Public_Transportation Overweight_Level_II
## 79             no Public_Transportation      Obesity_Type_I
## 1975.1  Sometimes Public_Transportation    Obesity_Type_III
## 1736    Sometimes Public_Transportation     Obesity_Type_II
## 1286           no            Automobile      Obesity_Type_I
## 111     Sometimes Public_Transportation       Normal_Weight
## 110            no Public_Transportation      Obesity_Type_I
## 1041.1         no            Automobile Overweight_Level_II
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1893    Sometimes Public_Transportation    Obesity_Type_III
## 1593           no Public_Transportation     Obesity_Type_II
## 138            no             Motorbike      Obesity_Type_I
## 902     Sometimes Public_Transportation  Overweight_Level_I
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 98      Sometimes Public_Transportation Insufficient_Weight
## 526     Sometimes Public_Transportation Insufficient_Weight
## 696            no            Automobile Insufficient_Weight
## 1088   Frequently            Automobile Overweight_Level_II
## 629.2          no            Automobile Insufficient_Weight
## 710     Sometimes Public_Transportation Insufficient_Weight
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 288.1          no Public_Transportation       Normal_Weight
## 142.1  Frequently Public_Transportation       Normal_Weight
## 1214.2  Sometimes Public_Transportation      Obesity_Type_I
## 862     Sometimes Public_Transportation  Overweight_Level_I
## 834.1   Sometimes Public_Transportation  Overweight_Level_I
## 1602    Sometimes            Automobile     Obesity_Type_II
## 852     Sometimes Public_Transportation  Overweight_Level_I
## 2103    Sometimes Public_Transportation    Obesity_Type_III
## 891            no Public_Transportation  Overweight_Level_I
## 405     Sometimes            Automobile       Normal_Weight
## 317            no            Automobile       Normal_Weight
## 513            no Public_Transportation Insufficient_Weight
## 1718    Sometimes Public_Transportation     Obesity_Type_II
## 974            no Public_Transportation  Overweight_Level_I
## 2076    Sometimes Public_Transportation    Obesity_Type_III
## 1212    Sometimes            Automobile      Obesity_Type_I
## 1815    Sometimes Public_Transportation    Obesity_Type_III
## 248            no            Automobile       Normal_Weight
## 1383    Sometimes            Automobile      Obesity_Type_I
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 811     Sometimes Public_Transportation  Overweight_Level_I
## 341.1          no Public_Transportation       Normal_Weight
## 665            no Public_Transportation Insufficient_Weight
## 1866    Sometimes Public_Transportation    Obesity_Type_III
## 226     Sometimes               Walking     Obesity_Type_II
## 828.1   Sometimes            Automobile  Overweight_Level_I
## 1963.1  Sometimes Public_Transportation    Obesity_Type_III
## 475            no Public_Transportation       Normal_Weight
## 2007.1  Sometimes Public_Transportation    Obesity_Type_III
## 1311    Sometimes            Automobile      Obesity_Type_I
## 1639    Sometimes            Automobile     Obesity_Type_II
## 1248           no Public_Transportation      Obesity_Type_I
## 2058    Sometimes Public_Transportation    Obesity_Type_III
## 2053.1  Sometimes Public_Transportation    Obesity_Type_III
## 516            no Public_Transportation Insufficient_Weight
## 1974    Sometimes Public_Transportation    Obesity_Type_III
## 804            no            Automobile  Overweight_Level_I
## 850     Sometimes Public_Transportation  Overweight_Level_I
## 1034.1         no Public_Transportation Overweight_Level_II
## 253.1  Frequently            Automobile Overweight_Level_II
## 277.1          no Public_Transportation Insufficient_Weight
## 670            no            Automobile Insufficient_Weight
## 440     Sometimes Public_Transportation       Normal_Weight
## 1716    Sometimes Public_Transportation     Obesity_Type_II
## 1665           no Public_Transportation     Obesity_Type_II
## 813.1   Sometimes Public_Transportation  Overweight_Level_I
## 2076.1  Sometimes Public_Transportation    Obesity_Type_III
## 1687    Sometimes Public_Transportation     Obesity_Type_II
## 1649    Sometimes            Automobile     Obesity_Type_II
## 568.1          no Public_Transportation Insufficient_Weight
## 1848    Sometimes Public_Transportation    Obesity_Type_III
## 1452.2  Sometimes Public_Transportation      Obesity_Type_I
## 1867.2  Sometimes Public_Transportation    Obesity_Type_III
## 767.1   Sometimes            Automobile  Overweight_Level_I
## 1632.1  Sometimes Public_Transportation     Obesity_Type_II
## 202     Sometimes            Automobile      Obesity_Type_I
## 1953    Sometimes Public_Transportation    Obesity_Type_III
## 1995    Sometimes Public_Transportation    Obesity_Type_III
## 1285           no Public_Transportation      Obesity_Type_I
## 482     Sometimes Public_Transportation       Normal_Weight
## 838     Sometimes Public_Transportation  Overweight_Level_I
## 2066    Sometimes Public_Transportation    Obesity_Type_III
## 1221           no Public_Transportation      Obesity_Type_I
## 59             no               Walking       Normal_Weight
## 1792           no Public_Transportation     Obesity_Type_II
## 163     Sometimes Public_Transportation       Normal_Weight
## 1845    Sometimes Public_Transportation    Obesity_Type_III
## 239            no Public_Transportation       Normal_Weight
## 1968    Sometimes Public_Transportation    Obesity_Type_III
## 2004.2  Sometimes Public_Transportation    Obesity_Type_III
## 946     Sometimes Public_Transportation  Overweight_Level_I
## 633     Sometimes Public_Transportation Insufficient_Weight
## 1897    Sometimes Public_Transportation    Obesity_Type_III
## 755.1  Frequently Public_Transportation  Overweight_Level_I
## 1333           no Public_Transportation      Obesity_Type_I
## 1594    Sometimes Public_Transportation     Obesity_Type_II
## 559            no            Automobile Insufficient_Weight
## 759.1   Sometimes Public_Transportation  Overweight_Level_I
## 688            no Public_Transportation Insufficient_Weight
## 1565           no Public_Transportation     Obesity_Type_II
## 1409           no Public_Transportation      Obesity_Type_I
## 529.1   Sometimes Public_Transportation Insufficient_Weight
## 83             no Public_Transportation      Obesity_Type_I
## 146.1   Sometimes Public_Transportation  Overweight_Level_I
## 442            no Public_Transportation       Normal_Weight
## 809     Sometimes Public_Transportation  Overweight_Level_I
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 700     Sometimes Public_Transportation Insufficient_Weight
## 182.1   Sometimes Public_Transportation       Normal_Weight
## 768     Sometimes Public_Transportation  Overweight_Level_I
## 990            no Public_Transportation Overweight_Level_II
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1057    Sometimes Public_Transportation Overweight_Level_II
## 1578    Sometimes Public_Transportation     Obesity_Type_II
## 177.1          no Public_Transportation       Normal_Weight
## 454.1   Sometimes            Automobile       Normal_Weight
## 111.1   Sometimes Public_Transportation       Normal_Weight
## 1602.1  Sometimes            Automobile     Obesity_Type_II
## 395.1          no Public_Transportation       Normal_Weight
## 799.1   Sometimes Public_Transportation  Overweight_Level_I
## 1503    Sometimes            Automobile      Obesity_Type_I
## 1292           no Public_Transportation      Obesity_Type_I
## 103     Sometimes            Automobile       Normal_Weight
## 1584    Sometimes Public_Transportation     Obesity_Type_II
## 766.2   Sometimes            Automobile  Overweight_Level_I
## 822     Sometimes            Automobile  Overweight_Level_I
## 1938    Sometimes Public_Transportation    Obesity_Type_III
## 2031.1  Sometimes Public_Transportation    Obesity_Type_III
## 132            no Public_Transportation       Normal_Weight
## 1883    Sometimes Public_Transportation    Obesity_Type_III
## 1508           no Public_Transportation      Obesity_Type_I
## 1066.1         no Public_Transportation Overweight_Level_II
## 110.1          no Public_Transportation      Obesity_Type_I
## 1119           no Public_Transportation Overweight_Level_II
## 1623           no Public_Transportation     Obesity_Type_II
## 1428           no Public_Transportation      Obesity_Type_I
## 1708           no Public_Transportation     Obesity_Type_II
## 1607    Sometimes Public_Transportation     Obesity_Type_II
## 426.1   Sometimes Public_Transportation       Normal_Weight
## 289.1          no Public_Transportation       Normal_Weight
## 1366           no Public_Transportation      Obesity_Type_I
## 1589    Sometimes Public_Transportation     Obesity_Type_II
## 218    Frequently            Automobile  Overweight_Level_I
## 1450           no Public_Transportation      Obesity_Type_I
## 1608    Sometimes            Automobile     Obesity_Type_II
## 1230.1  Sometimes            Automobile      Obesity_Type_I
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 1799           no Public_Transportation     Obesity_Type_II
## 679     Sometimes Public_Transportation Insufficient_Weight
## 1039.1         no            Automobile Overweight_Level_II
## 1079    Sometimes Public_Transportation Overweight_Level_II
## 758.2   Sometimes Public_Transportation  Overweight_Level_I
## 467            no            Automobile       Normal_Weight
## 608     Sometimes Public_Transportation Insufficient_Weight
## 1464.1  Sometimes Public_Transportation      Obesity_Type_I
## 199            no Public_Transportation Insufficient_Weight
## 213            no Public_Transportation Overweight_Level_II
## 664     Sometimes Public_Transportation Insufficient_Weight
## 1749.1  Sometimes            Automobile     Obesity_Type_II
## 714     Sometimes Public_Transportation Insufficient_Weight
## 1539           no Public_Transportation     Obesity_Type_II
## 392     Sometimes               Walking Insufficient_Weight
## 382.2   Sometimes Public_Transportation       Normal_Weight
## 1270.2  Sometimes Public_Transportation      Obesity_Type_I
## 905     Sometimes Public_Transportation  Overweight_Level_I
## 1353.1  Sometimes            Automobile      Obesity_Type_I
## 790     Sometimes            Automobile  Overweight_Level_I
## 2056    Sometimes Public_Transportation    Obesity_Type_III
## 1087.1         no            Automobile Overweight_Level_II
## 263     Sometimes Public_Transportation       Normal_Weight
## 1396           no Public_Transportation      Obesity_Type_I
## 1663    Sometimes Public_Transportation     Obesity_Type_II
## 841     Sometimes Public_Transportation  Overweight_Level_I
## 1442.1  Sometimes            Automobile      Obesity_Type_I
## 1266.2         no Public_Transportation      Obesity_Type_I
## 1188           no            Automobile Overweight_Level_II
## 875            no Public_Transportation  Overweight_Level_I
## 2076.2  Sometimes Public_Transportation    Obesity_Type_III
## 628     Sometimes Public_Transportation Insufficient_Weight
## 798            no Public_Transportation  Overweight_Level_I
## 217     Sometimes               Walking       Normal_Weight
## 225            no Public_Transportation      Obesity_Type_I
## 1644    Sometimes Public_Transportation     Obesity_Type_II
## 1931.1  Sometimes Public_Transportation    Obesity_Type_III
## 2040    Sometimes Public_Transportation    Obesity_Type_III
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 2027.1  Sometimes Public_Transportation    Obesity_Type_III
## 1471.1         no Public_Transportation      Obesity_Type_I
## 1403    Sometimes            Automobile      Obesity_Type_I
## 1762    Sometimes            Automobile     Obesity_Type_II
## 1349    Sometimes Public_Transportation      Obesity_Type_I
## 1015           no            Automobile Overweight_Level_II
## 1143           no Public_Transportation Overweight_Level_II
## 1721    Sometimes            Automobile     Obesity_Type_II
## 1984.1  Sometimes Public_Transportation    Obesity_Type_III
## 1246.1         no Public_Transportation      Obesity_Type_I
## 1373.1         no Public_Transportation      Obesity_Type_I
## 11      Sometimes Public_Transportation      Obesity_Type_I
## 710.1   Sometimes Public_Transportation Insufficient_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 32      Sometimes Public_Transportation Overweight_Level_II
## 390            no Public_Transportation  Overweight_Level_I
## 1719.2  Sometimes Public_Transportation     Obesity_Type_II
## 24      Sometimes Public_Transportation      Obesity_Type_I
## 1957    Sometimes Public_Transportation    Obesity_Type_III
## 848.1   Sometimes Public_Transportation  Overweight_Level_I
## 1673           no Public_Transportation     Obesity_Type_II
## 274     Sometimes             Motorbike       Normal_Weight
## 476            no Public_Transportation  Overweight_Level_I
## 1486           no Public_Transportation      Obesity_Type_I
## 1273    Sometimes            Automobile      Obesity_Type_I
## 671     Sometimes Public_Transportation Insufficient_Weight
## 1048    Sometimes Public_Transportation Overweight_Level_II
## 1076           no Public_Transportation Overweight_Level_II
## 1452.3  Sometimes Public_Transportation      Obesity_Type_I
## 146.2   Sometimes Public_Transportation  Overweight_Level_I
## 318.1          no Public_Transportation       Normal_Weight
## 1928    Sometimes Public_Transportation    Obesity_Type_III
## 1918    Sometimes Public_Transportation    Obesity_Type_III
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 1397.1         no Public_Transportation      Obesity_Type_I
## 1324    Sometimes Public_Transportation      Obesity_Type_I
## 1971.1  Sometimes Public_Transportation    Obesity_Type_III
## 1962    Sometimes Public_Transportation    Obesity_Type_III
## 523     Sometimes Public_Transportation Insufficient_Weight
## 1011   Frequently Public_Transportation Overweight_Level_II
## 2069    Sometimes Public_Transportation    Obesity_Type_III
## 166     Sometimes Public_Transportation     Obesity_Type_II
## 441.1          no            Automobile       Normal_Weight
## 818     Sometimes Public_Transportation  Overweight_Level_I
## 1907.1  Sometimes Public_Transportation    Obesity_Type_III
## 1413    Sometimes Public_Transportation      Obesity_Type_I
## 1243    Sometimes            Automobile      Obesity_Type_I
## 379     Sometimes Public_Transportation       Normal_Weight
## 1629           no            Automobile     Obesity_Type_II
## 195.1          no Public_Transportation      Obesity_Type_I
## 1702.1         no Public_Transportation     Obesity_Type_II
## 2058.1  Sometimes Public_Transportation    Obesity_Type_III
## 430     Sometimes            Automobile       Normal_Weight
## 1046    Sometimes            Automobile Overweight_Level_II
## 1371           no Public_Transportation      Obesity_Type_I
## 965     Sometimes Public_Transportation  Overweight_Level_I
## 1901    Sometimes Public_Transportation    Obesity_Type_III
## 473            no Public_Transportation Overweight_Level_II
## 845     Sometimes Public_Transportation  Overweight_Level_I
## 86             no Public_Transportation       Normal_Weight
## 775     Sometimes Public_Transportation  Overweight_Level_I
## 1856    Sometimes Public_Transportation    Obesity_Type_III
## 1366.1         no Public_Transportation      Obesity_Type_I
## 1962.1  Sometimes Public_Transportation    Obesity_Type_III
## 952.1   Sometimes Public_Transportation  Overweight_Level_I
## 91.1           no Public_Transportation     Obesity_Type_II
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1373.2         no Public_Transportation      Obesity_Type_I
## 395.2          no Public_Transportation       Normal_Weight
## 25.1    Sometimes Public_Transportation       Normal_Weight
## 493            no            Automobile Overweight_Level_II
## 1825    Sometimes Public_Transportation    Obesity_Type_III
## 1143.1         no Public_Transportation Overweight_Level_II
## 1859    Sometimes Public_Transportation    Obesity_Type_III
## 1174           no            Automobile Overweight_Level_II
## 373            no            Automobile       Normal_Weight
## 1850.1  Sometimes Public_Transportation    Obesity_Type_III
## 1131           no Public_Transportation Overweight_Level_II
## 63      Sometimes Public_Transportation       Normal_Weight
## 339     Sometimes Public_Transportation  Overweight_Level_I
## 846     Sometimes Public_Transportation  Overweight_Level_I
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1095           no Public_Transportation Overweight_Level_II
## 918     Sometimes            Automobile  Overweight_Level_I
## 1569    Sometimes            Automobile     Obesity_Type_II
## 1333.1         no Public_Transportation      Obesity_Type_I
## 929.3   Sometimes Public_Transportation  Overweight_Level_I
## 420.1   Sometimes Public_Transportation      Obesity_Type_I
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 1413.1  Sometimes Public_Transportation      Obesity_Type_I
## 1745    Sometimes Public_Transportation     Obesity_Type_II
## 731            no            Automobile Insufficient_Weight
## 1868    Sometimes Public_Transportation    Obesity_Type_III
## 1572    Sometimes            Automobile     Obesity_Type_II
## 1319.1         no Public_Transportation      Obesity_Type_I
## 488            no             Motorbike      Obesity_Type_I
## 1628           no            Automobile     Obesity_Type_II
## 1763    Sometimes            Automobile     Obesity_Type_II
## 514.1          no Public_Transportation Insufficient_Weight
## 1480    Sometimes Public_Transportation      Obesity_Type_I
## 1036    Sometimes Public_Transportation Overweight_Level_II
## 477            no Public_Transportation  Overweight_Level_I
## 1279           no Public_Transportation      Obesity_Type_I
## 1250    Sometimes Public_Transportation      Obesity_Type_I
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 331     Sometimes Public_Transportation Insufficient_Weight
## 567            no            Automobile Insufficient_Weight
## 1276           no Public_Transportation      Obesity_Type_I
## 140            no Public_Transportation       Normal_Weight
## 186     Sometimes            Automobile  Overweight_Level_I
## 1836.1  Sometimes Public_Transportation    Obesity_Type_III
## 2008    Sometimes Public_Transportation    Obesity_Type_III
## 138.1          no             Motorbike      Obesity_Type_I
## 1911    Sometimes Public_Transportation    Obesity_Type_III
## 765     Sometimes Public_Transportation  Overweight_Level_I
## 1125           no Public_Transportation Overweight_Level_II
## 14.2   Frequently            Automobile      Obesity_Type_I
## 1031.1  Sometimes            Automobile Overweight_Level_II
## 1906    Sometimes Public_Transportation    Obesity_Type_III
## 821     Sometimes            Automobile  Overweight_Level_I
## 1663.1  Sometimes Public_Transportation     Obesity_Type_II
## 1234           no Public_Transportation      Obesity_Type_I
## 911     Sometimes            Automobile  Overweight_Level_I
## 1285.1         no Public_Transportation      Obesity_Type_I
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 276.2   Sometimes Public_Transportation       Normal_Weight
## 637     Sometimes Public_Transportation Insufficient_Weight
## 377     Sometimes            Automobile       Normal_Weight
## 301.2   Sometimes Public_Transportation       Normal_Weight
## 117.1          no               Walking      Obesity_Type_I
## 1448           no Public_Transportation      Obesity_Type_I
## 528     Sometimes Public_Transportation Insufficient_Weight
## 583            no Public_Transportation Insufficient_Weight
## 1380   Frequently            Automobile      Obesity_Type_I
## 489     Sometimes               Walking       Normal_Weight
## 558     Sometimes Public_Transportation Insufficient_Weight
## 1282   Frequently            Automobile      Obesity_Type_I
## 1208           no            Automobile Overweight_Level_II
## 827     Sometimes            Automobile  Overweight_Level_I
## 32.1    Sometimes Public_Transportation Overweight_Level_II
## 849     Sometimes Public_Transportation  Overweight_Level_I
## 1698    Sometimes Public_Transportation     Obesity_Type_II
## 1699    Sometimes Public_Transportation     Obesity_Type_II
## 1328    Sometimes            Automobile      Obesity_Type_I
## 1146   Frequently Public_Transportation Overweight_Level_II
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 2023    Sometimes Public_Transportation    Obesity_Type_III
## 309     Sometimes Public_Transportation       Normal_Weight
## 921     Sometimes Public_Transportation  Overweight_Level_I
## 82      Sometimes Public_Transportation Overweight_Level_II
## 408     Sometimes               Walking  Overweight_Level_I
## 402     Sometimes Public_Transportation       Normal_Weight
## 428     Sometimes Public_Transportation       Normal_Weight
## 1163           no            Automobile Overweight_Level_II
## 607     Sometimes Public_Transportation Insufficient_Weight
## 1961    Sometimes Public_Transportation    Obesity_Type_III
## 199.1          no Public_Transportation Insufficient_Weight
## 2106    Sometimes Public_Transportation    Obesity_Type_III
## 1181    Sometimes Public_Transportation Overweight_Level_II
## 1591    Sometimes            Automobile     Obesity_Type_II
## 926     Sometimes            Automobile  Overweight_Level_I
## 831     Sometimes Public_Transportation  Overweight_Level_I
## 1417           no            Automobile      Obesity_Type_I
## 474     Sometimes Public_Transportation       Normal_Weight
## 1481    Sometimes Public_Transportation      Obesity_Type_I
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 447     Sometimes Public_Transportation       Normal_Weight
## 2052    Sometimes Public_Transportation    Obesity_Type_III
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 901.1   Sometimes Public_Transportation  Overweight_Level_I
## 1206           no            Automobile Overweight_Level_II
## 1727           no Public_Transportation     Obesity_Type_II
## 2070    Sometimes Public_Transportation    Obesity_Type_III
## 2076.3  Sometimes Public_Transportation    Obesity_Type_III
## 498     Sometimes Public_Transportation       Normal_Weight
## 625     Sometimes Public_Transportation Insufficient_Weight
## 123            no               Walking Insufficient_Weight
## 1339.1  Sometimes Public_Transportation      Obesity_Type_I
## 357            no               Walking Insufficient_Weight
## 734     Sometimes Public_Transportation Insufficient_Weight
## 1359           no Public_Transportation      Obesity_Type_I
## 970    Frequently Public_Transportation  Overweight_Level_I
## 285.1   Sometimes Public_Transportation       Normal_Weight
## 990.1          no Public_Transportation Overweight_Level_II
## 1460    Sometimes Public_Transportation      Obesity_Type_I
## 1746    Sometimes Public_Transportation     Obesity_Type_II
## 1221.1         no Public_Transportation      Obesity_Type_I
## 62.1    Sometimes Public_Transportation       Normal_Weight
## 165     Sometimes            Automobile Overweight_Level_II
## 572     Sometimes Public_Transportation Insufficient_Weight
## 1659           no Public_Transportation     Obesity_Type_II
## 446     Sometimes Public_Transportation       Normal_Weight
## 1761    Sometimes            Automobile     Obesity_Type_II
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 2054    Sometimes Public_Transportation    Obesity_Type_III
## 968.1   Sometimes            Automobile  Overweight_Level_I
## 952.2   Sometimes Public_Transportation  Overweight_Level_I
## 200     Sometimes Public_Transportation       Normal_Weight
## 426.2   Sometimes Public_Transportation       Normal_Weight
## 297     Sometimes Public_Transportation       Normal_Weight
## 985            no Public_Transportation Overweight_Level_II
## 146.3   Sometimes Public_Transportation  Overweight_Level_I
## 1411           no Public_Transportation      Obesity_Type_I
## 1500           no            Automobile      Obesity_Type_I
## 849.1   Sometimes Public_Transportation  Overweight_Level_I
## 1979    Sometimes Public_Transportation    Obesity_Type_III
## 1939    Sometimes Public_Transportation    Obesity_Type_III
## 1479    Sometimes Public_Transportation      Obesity_Type_I
## 1781.1         no Public_Transportation     Obesity_Type_II
## 307     Sometimes Public_Transportation       Normal_Weight
## 55             no Public_Transportation       Normal_Weight
## 901.2   Sometimes Public_Transportation  Overweight_Level_I
## 1328.1  Sometimes            Automobile      Obesity_Type_I
## 1456    Sometimes Public_Transportation      Obesity_Type_I
## 1544    Sometimes Public_Transportation     Obesity_Type_II
## 1349.1  Sometimes Public_Transportation      Obesity_Type_I
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 730            no            Automobile Insufficient_Weight
## 932.1   Sometimes Public_Transportation  Overweight_Level_I
## 142.2  Frequently Public_Transportation       Normal_Weight
## 784.1   Sometimes Public_Transportation  Overweight_Level_I
## 978     Sometimes Public_Transportation Overweight_Level_II
## 1535           no Public_Transportation     Obesity_Type_II
## 799.2   Sometimes Public_Transportation  Overweight_Level_I
## 734.1   Sometimes Public_Transportation Insufficient_Weight
## 502     Sometimes Public_Transportation    Obesity_Type_III
## 774     Sometimes Public_Transportation  Overweight_Level_I
## 1430    Sometimes            Automobile      Obesity_Type_I
## 272     Sometimes Public_Transportation       Normal_Weight
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 628.1   Sometimes Public_Transportation Insufficient_Weight
## 28.2    Sometimes            Automobile       Normal_Weight
## 1514           no            Automobile     Obesity_Type_II
## 679.1   Sometimes Public_Transportation Insufficient_Weight
## 25.2    Sometimes Public_Transportation       Normal_Weight
## 254     Sometimes Public_Transportation       Normal_Weight
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1786.1  Sometimes Public_Transportation     Obesity_Type_II
## 288.2          no Public_Transportation       Normal_Weight
## 136     Sometimes            Automobile  Overweight_Level_I
## 1748    Sometimes            Automobile     Obesity_Type_II
## 628.2   Sometimes Public_Transportation Insufficient_Weight
## 879            no Public_Transportation  Overweight_Level_I
## 575     Sometimes Public_Transportation Insufficient_Weight
## 969     Sometimes            Automobile  Overweight_Level_I
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 883            no            Automobile  Overweight_Level_I
## 1049    Sometimes Public_Transportation Overweight_Level_II
## 605     Sometimes Public_Transportation Insufficient_Weight
## 373.1          no            Automobile       Normal_Weight
## 310            no               Walking       Normal_Weight
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 8       Sometimes Public_Transportation       Normal_Weight
## 533     Sometimes            Automobile Insufficient_Weight
## 2031.2  Sometimes Public_Transportation    Obesity_Type_III
## 1093    Sometimes Public_Transportation Overweight_Level_II
## 254.1   Sometimes Public_Transportation       Normal_Weight
## 1233    Sometimes            Automobile      Obesity_Type_I
## 971     Sometimes Public_Transportation  Overweight_Level_I
## 6       Sometimes            Automobile       Normal_Weight
## 985.1          no Public_Transportation Overweight_Level_II
## 1612    Sometimes Public_Transportation     Obesity_Type_II
## 1983.3  Sometimes Public_Transportation    Obesity_Type_III
## 1943    Sometimes Public_Transportation    Obesity_Type_III
## 147    Frequently Public_Transportation       Normal_Weight
## 592            no            Automobile Insufficient_Weight
## 1785    Sometimes Public_Transportation     Obesity_Type_II
## 731.1          no            Automobile Insufficient_Weight
## 1484    Sometimes            Automobile      Obesity_Type_I
## 262     Sometimes               Walking  Overweight_Level_I
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 1820.1  Sometimes Public_Transportation    Obesity_Type_III
## 472            no Public_Transportation      Obesity_Type_I
## 647            no Public_Transportation Insufficient_Weight
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 1770    Sometimes Public_Transportation     Obesity_Type_II
## 591.1   Sometimes Public_Transportation Insufficient_Weight
## 1142           no Public_Transportation Overweight_Level_II
## 1512           no Public_Transportation      Obesity_Type_I
## 823     Sometimes Public_Transportation  Overweight_Level_I
## 19             no            Automobile Overweight_Level_II
## 1614    Sometimes            Automobile     Obesity_Type_II
## 351.1   Sometimes               Walking       Normal_Weight
## 1985    Sometimes Public_Transportation    Obesity_Type_III
## 873     Sometimes            Automobile  Overweight_Level_I
## 1733    Sometimes            Automobile     Obesity_Type_II
## 1050.2  Sometimes Public_Transportation Overweight_Level_II
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 2103.1  Sometimes Public_Transportation    Obesity_Type_III
## 1585    Sometimes Public_Transportation     Obesity_Type_II
## 82.1    Sometimes Public_Transportation Overweight_Level_II
## 1767    Sometimes Public_Transportation     Obesity_Type_II
## 1563           no            Automobile     Obesity_Type_II
## 1852    Sometimes Public_Transportation    Obesity_Type_III
## 490            no Public_Transportation       Normal_Weight
## 311            no Public_Transportation Insufficient_Weight
## 1833    Sometimes Public_Transportation    Obesity_Type_III
## 1282.1 Frequently            Automobile      Obesity_Type_I
## 552            no Public_Transportation Insufficient_Weight
## 1980    Sometimes Public_Transportation    Obesity_Type_III
## 533.1   Sometimes            Automobile Insufficient_Weight
## 2003    Sometimes Public_Transportation    Obesity_Type_III
## 1245           no Public_Transportation      Obesity_Type_I
## 1756.1  Sometimes Public_Transportation     Obesity_Type_II
## 1292.1         no Public_Transportation      Obesity_Type_I
## 357.1          no               Walking Insufficient_Weight
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 733            no            Automobile Insufficient_Weight
## 1234.1         no Public_Transportation      Obesity_Type_I
## 1709           no Public_Transportation     Obesity_Type_II
## 1336    Sometimes Public_Transportation      Obesity_Type_I
## 854            no Public_Transportation  Overweight_Level_I
## 1894.1  Sometimes Public_Transportation    Obesity_Type_III
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 852.1   Sometimes Public_Transportation  Overweight_Level_I
## 98.1    Sometimes Public_Transportation Insufficient_Weight
## 676.1   Sometimes Public_Transportation Insufficient_Weight
## 52      Sometimes            Automobile       Normal_Weight
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1204           no Public_Transportation Overweight_Level_II
## 500.1   Sometimes Public_Transportation    Obesity_Type_III
## 1372           no Public_Transportation      Obesity_Type_I
## 2090    Sometimes Public_Transportation    Obesity_Type_III
## 187.1  Frequently            Automobile      Obesity_Type_I
## 311.1          no Public_Transportation Insufficient_Weight
## 1583    Sometimes            Automobile     Obesity_Type_II
## 859     Sometimes Public_Transportation  Overweight_Level_I
## 1830    Sometimes Public_Transportation    Obesity_Type_III
## 2039    Sometimes Public_Transportation    Obesity_Type_III
## 977     Sometimes Public_Transportation  Overweight_Level_I
## 836     Sometimes            Automobile  Overweight_Level_I
## 508     Sometimes Public_Transportation Insufficient_Weight
## 450.1   Sometimes Public_Transportation       Normal_Weight
## 1715.2  Sometimes            Automobile     Obesity_Type_II
## 720.1          no Public_Transportation Insufficient_Weight
## 1842    Sometimes Public_Transportation    Obesity_Type_III
## 1071    Sometimes            Automobile Overweight_Level_II
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 2021    Sometimes Public_Transportation    Obesity_Type_III
## 748.1          no            Automobile  Overweight_Level_I
## 213.1          no Public_Transportation Overweight_Level_II
sample_df$DF_11
##        Gender      Age   Height    Weight family_history_with_overweight FAVC
## 1064   Female 45.00000 1.675953  79.66832                            yes  yes
## 2007   Female 26.00000 1.641132 111.84171                            yes  yes
## 354    Female 24.00000 1.600000  51.00000                            yes  yes
## 1057     Male 24.91199 1.785241  88.03748                            yes  yes
## 910      Male 23.11833 1.677573  75.00000                            yes  yes
## 468      Male 22.00000 1.740000  75.00000                            yes  yes
## 1884   Female 26.00000 1.631332 111.82996                            yes  yes
## 932    Female 21.53823 1.610327  67.99978                            yes  yes
## 413      Male 33.00000 1.850000  85.00000                             no  yes
## 503    Female 21.90012 1.843419 165.05727                            yes  yes
## 1058     Male 24.44485 1.718845  86.31989                            yes  yes
## 696      Male 19.72925 1.793315  58.19515                            yes  yes
## 173    Female 23.00000 1.650000  59.00000                             no   no
## 1530     Male 41.00000 1.750000 116.59435                            yes  yes
## 543    Female 19.63390 1.660840  49.03979                             no   no
## 1483   Female 37.87297 1.565366  80.00000                            yes  yes
## 1568     Male 30.52085 1.784049 120.64418                            yes  yes
## 1215   Female 25.70629 1.585547  80.35126                            yes  yes
## 1731     Male 30.59563 1.910672 129.23271                            yes  yes
## 1535     Male 20.01391 1.647821 106.50995                            yes  yes
## 639      Male 17.49127 1.834637  59.99086                            yes  yes
## 1337     Male 21.01112 1.856315 118.18380                            yes  yes
## 1438   Female 38.89507 1.549257  80.00000                            yes  yes
## 1563     Male 40.79406 1.735851 109.88933                            yes  yes
## 1104     Male 18.88485 1.699667  79.67793                            yes   no
## 493      Male 45.00000 1.700000  86.00000                             no  yes
## 649    Female 22.54730 1.722461  51.88126                            yes  yes
## 1559     Male 26.77411 1.755938 112.28768                            yes  yes
## 1982   Female 25.49359 1.673665 104.70471                            yes  yes
## 1669     Male 30.00336 1.758355 112.00710                            yes  yes
## 806      Male 21.03379 1.625891  70.00000                             no  yes
## 42       Male 23.00000 1.680000  60.00000                             no   no
## 2028   Female 18.20634 1.807406 141.79943                            yes  yes
## 700    Female 16.92879 1.710948  45.24863                             no  yes
## 1609     Male 39.08886 1.750000 119.02910                            yes  yes
## 744      Male 18.38138 1.722547  53.78398                            yes  yes
## 1712     Male 28.98624 1.758618 113.50155                            yes  yes
## 210    Female 22.00000 1.690000  65.00000                            yes  yes
## 1707     Male 22.34320 1.870340 121.45823                            yes  yes
## 140      Male 25.00000 1.700000  68.00000                             no  yes
## 421      Male 18.00000 1.850000  60.00000                            yes  yes
## 995      Male 22.05215 1.792527  89.99442                            yes  yes
## 1599     Male 30.68670 1.644517 100.00442                            yes  yes
## 907      Male 21.42054 1.712473  75.00000                            yes  yes
## 1160     Male 34.64704 1.769499  85.00000                            yes  yes
## 759      Male 21.00000 1.605404  68.22651                             no  yes
## 1118     Male 25.03591 1.763101  88.53203                            yes  yes
## 98     Female 21.00000 1.520000  42.00000                             no   no
## 1137     Male 19.79527 1.758972  87.86143                            yes  yes
## 508      Male 19.79905 1.743702  54.92753                            yes  yes
## 206    Female 23.00000 1.600000  78.00000                            yes  yes
## 29       Male 19.00000 1.750000  76.00000                            yes  yes
## 11       Male 26.00000 1.850000 105.00000                            yes  yes
## 693      Male 18.00000 1.767058  51.13281                            yes  yes
## 484    Female 18.00000 1.500000  58.00000                             no  yes
## 1880   Female 19.26293 1.741014 132.57927                            yes  yes
## 438    Female 18.00000 1.600000  56.00000                            yes  yes
## 300      Male 23.00000 1.700000  75.00000                             no  yes
## 1101     Male 19.14971 1.699818  78.00000                            yes   no
## 2007.1 Female 26.00000 1.641132 111.84171                            yes  yes
## 605    Female 19.00000 1.538398  42.00000                             no  yes
## 833      Male 21.00000 1.620000  70.00000                             no  yes
## 689      Male 17.72992 1.732862  51.21646                             no  yes
## 1544     Male 21.55636 1.773664 116.16033                            yes  yes
## 497      Male 18.00000 1.720000  53.00000                            yes  yes
## 987    Female 28.58394 1.578560  65.52274                            yes   no
## 597      Male 17.46942 1.798645  59.61272                            yes  yes
## 1797     Male 20.91437 1.644751 101.06799                            yes  yes
## 1912   Female 18.31459 1.745602 133.55469                            yes  yes
## 1141     Male 22.18576 1.784555  89.83669                            yes  yes
## 1685     Male 22.82975 1.765137 116.66991                            yes  yes
## 1380     Male 38.74831 1.782067 103.58634                            yes  yes
## 1224   Female 37.35629 1.559499  77.26813                            yes  yes
## 1529     Male 24.73942 1.757069 117.29823                            yes  yes
## 13       Male 22.00000 1.650000  56.00000                             no   no
## 960    Female 16.37001 1.613921  66.73877                            yes  yes
## 2077   Female 19.52894 1.817917 142.55916                            yes  yes
## 468.1    Male 22.00000 1.740000  75.00000                            yes  yes
## 121    Female 23.00000 1.670000  75.00000                            yes  yes
## 1104.1   Male 18.88485 1.699667  79.67793                            yes   no
## 1523     Male 28.36315 1.793476 112.72500                            yes  yes
## 296    Female 16.00000 1.660000  58.00000                             no   no
## 664    Female 21.00000 1.520000  42.00000                             no  yes
## 565      Male 17.90811 1.793926  59.68259                            yes  yes
## 1225     Male 22.75465 1.734237  95.00000                            yes  yes
## 12     Female 21.00000 1.720000  80.00000                            yes  yes
## 1198     Male 33.15190 1.685127  83.98690                            yes  yes
## 1065     Male 22.08739 1.786238  89.80249                            yes  yes
## 1546     Male 24.14530 1.825590 120.86039                            yes  yes
## 999      Male 24.67981 1.700000  84.68755                            yes  yes
## 1593     Male 32.25962 1.703346 102.68624                            yes  yes
## 1532     Male 23.26006 1.849003 121.41474                            yes  yes
## 1869   Female 26.00000 1.638836 110.97048                            yes  yes
## 914      Male 21.00000 1.610209  68.86501                             no  yes
## 272    Female 19.00000 1.500000  50.00000                             no  yes
## 1156   Female 23.58606 1.700499  81.10860                            yes  yes
## 808      Male 26.65042 1.791047  83.26312                             no  yes
## 1243   Female 39.13563 1.507867  79.58958                            yes  yes
## 178      Male 22.00000 1.840000  84.00000                            yes  yes
## 821    Female 32.99712 1.672446  74.81271                            yes  yes
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## 284      Male 17.00000 1.690000  60.00000                             no   no
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## 1629     Male 33.74959 1.701387 107.02541                            yes  yes
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## 1655     Male 24.58220 1.769933 117.70870                            yes  yes
## 964.1  Female 19.75580 1.542328  63.85619                             no  yes
## 1608.1   Male 37.08474 1.750000 118.07381                            yes  yes
## 676    Female 18.98858 1.544263  41.53505                             no  yes
## 809      Male 21.61825 1.679306  75.00000                            yes  yes
## 560      Male 19.92063 1.768493  57.79038                            yes  yes
## 1586     Male 25.12459 1.771510 113.20712                            yes  yes
## 1672.1   Male 31.74382 1.677820 102.02206                            yes  yes
## 437    Female 18.00000 1.560000  55.00000                             no  yes
## 1173   Female 34.17679 1.681021  77.39218                            yes  yes
## 1349     Male 22.46935 1.762515 105.00010                            yes  yes
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## 501.1  Female 26.00000 1.622397 110.79263                            yes  yes
## 488.1    Male 20.00000 1.840000 104.00000                            yes   no
## 755    Female 18.83631 1.751631  80.00000                            yes  yes
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## 1609.1   Male 39.08886 1.750000 119.02910                            yes  yes
## 2087   Female 25.95198 1.661712 112.09862                            yes  yes
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## 1413     Male 25.69674 1.814696 107.55963                            yes  yes
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## 1356   Female 38.54727 1.526472  75.15035                            yes  yes
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## 147    Female 24.00000 1.560000  51.00000                             no   no
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## 392    Female 18.00000 1.700000  50.00000                             no   no
## 2044   Female 25.69607 1.662978 110.93051                            yes  yes
## 2080   Female 19.01287 1.742062 133.77992                            yes  yes
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## 1539     Male 28.71299 1.665585  98.66176                            yes  yes
## 1062     Male 23.38437 1.725587  82.48021                            yes  yes
## 182    Female 23.00000 1.680000  67.00000                            yes  yes
## 639.3    Male 17.49127 1.834637  59.99086                            yes  yes
## 226.1    Male 25.00000 1.830000 121.00000                            yes   no
## 675.1  Female 19.21164 1.567981  41.93437                             no  yes
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## 1495     Male 18.00000 1.803527 108.25104                            yes  yes
## 970      Male 18.01433 1.751029  80.00000                            yes  yes
## 113    Female 18.00000 1.560000  51.00000                            yes  yes
## 1408   Female 21.89547 1.644560  88.11914                            yes  yes
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## 1465     Male 20.65475 1.780791 102.92122                            yes  yes
## 507    Female 21.84971 1.770612 133.96335                            yes  yes
## 1276     Male 21.09803 1.690437  96.36678                            yes  yes
## 1803   Female 18.14770 1.802257 149.93585                            yes  yes
## 2062.1 Female 25.96479 1.623938 109.98426                            yes  yes
## 555      Male 16.19815 1.691007  52.62937                             no  yes
## 1955   Female 25.31153 1.685482 113.45122                            yes  yes
## 514.1  Female 21.24314 1.598019  44.84566                             no   no
## 979.1    Male 21.79372 1.754630  89.06823                            yes  yes
## 1287   Female 47.28337 1.643786  81.97874                            yes  yes
## 1025     Male 23.00000 1.715118  81.65078                            yes  yes
## 409      Male 20.00000 1.810000  79.00000                            yes   no
## 312.1    Male 17.00000 1.720000  62.00000                             no  yes
## 1157     Male 34.43267 1.694997  84.45142                            yes  yes
## 1059   Female 19.91125 1.530248  68.85097                            yes   no
## 937.1  Female 21.97977 1.600000  66.12696                            yes  yes
## 1026   Female 38.46454 1.696423  78.96792                            yes  yes
## 663.1  Female 20.55269 1.523426  42.00000                             no  yes
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## 703      Male 19.99315 1.762073  55.51107                            yes  yes
## 267.1  Female 39.00000 1.650000  50.00000                             no  yes
## 766    Female 30.95896 1.633491  68.80369                            yes  yes
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## 70.1     Male 23.00000 1.800000  60.00000                            yes   no
## 548    Female 18.82701 1.700000  50.00000                             no  yes
## 912    Female 21.57129 1.600914  68.05890                            yes  yes
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## 1376     Male 26.01545 1.829907 105.43617                            yes  yes
## 1202     Male 24.34741 1.789193  89.39359                            yes  yes
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## 26.1     Male 20.00000 1.600000  50.00000                            yes   no
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## 307.1  Female 24.00000 1.560000  60.00000                            yes  yes
## 998    Female 23.00000 1.668649  80.45834                            yes  yes
## 196      Male 19.00000 1.800000  85.00000                            yes  yes
## 1927   Female 18.12074 1.807576 152.56767                            yes  yes
## 2061   Female 26.00000 1.624134 111.53121                            yes  yes
## 614.1  Female 19.37700 1.600264  45.00000                             no   no
## 1992   Female 21.65691 1.729099 134.84266                            yes  yes
## 1144     Male 24.19090 1.700000  84.84935                            yes  yes
## 1973   Female 18.30177 1.808765 140.29202                            yes  yes
## 1811   Female 26.00000 1.583889 110.54538                            yes  yes
## 740.1  Female 19.63943 1.535350  42.00000                             no  yes
## 2060   Female 26.00000 1.629727 111.27565                            yes  yes
## 158      Male 21.00000 1.670000  60.00000                            yes  yes
## 1877   Female 19.72572 1.746529 129.36377                            yes  yes
## 770      Male 21.41364 1.709484  75.00000                            yes  yes
## 1289.1 Female 22.83631 1.604893  82.00000                            yes  yes
## 163    Female 21.00000 1.630000  60.00000                            yes  yes
## 470    Female 19.00000 1.540000  42.00000                             no  yes
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## 273      Male 18.00000 1.700000  60.00000                             no  yes
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## 246.2  Female 20.00000 1.640000  49.00000                             no   no
## 1341     Male 21.98085 1.819875 106.04852                            yes  yes
## 1002.1   Male 31.33380 1.835381  91.05960                            yes  yes
## 1000     Male 23.88421 1.713825  83.95297                            yes  yes
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## 855      Male 21.00000 1.712061  75.00000                            yes  yes
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## 214      Male 21.00000 1.800000  62.00000                            yes  yes
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## 213.1  Female 24.00000 1.500000  63.00000                            yes   no
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## 23     Female 22.00000 1.650000  60.00000                            yes  yes
## 1000.1   Male 23.88421 1.713825  83.95297                            yes  yes
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## 497.1    Male 18.00000 1.720000  53.00000                            yes  yes
## 561      Male 18.42662 1.777108  57.14592                            yes  yes
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## 1911.1 Female 21.52129 1.803677 160.63941                            yes  yes
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## 1449     Male 22.17710 1.741353  96.73801                            yes  yes
## 2018   Female 25.99964 1.610126 102.68691                            yes  yes
## 676.1  Female 18.98858 1.544263  41.53505                             no  yes
## 1247     Male 21.66948 1.750000  96.94025                            yes  yes
## 288.1  Female 18.00000 1.600000  58.00000                            yes  yes
## 652.1  Female 21.52944 1.592379  44.00945                             no   no
## 198      Male 41.00000 1.750000 118.00000                            yes  yes
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## 76     Female 23.00000 1.630000  45.00000                            yes   no
## 724    Female 18.28109 1.700000  50.00000                             no  yes
## 392.1  Female 18.00000 1.700000  50.00000                             no   no
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## 488.2    Male 20.00000 1.840000 104.00000                            yes   no
## 99     Female 21.00000 1.520000  42.00000                             no   no
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## 17       Male 27.00000 1.930000 102.00000                            yes  yes
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## 908    Female 18.84552 1.753471  80.00000                            yes  yes
## 1509     Male 20.72064 1.705304  99.87372                            yes  yes
## 2033   Female 26.00000 1.639524 111.94559                            yes  yes
## 777      Male 21.00000 1.709561  75.00000                            yes  yes
## 1844.1 Female 25.99865 1.640741 104.80854                            yes  yes
## 2027.1 Female 21.83832 1.758959 137.79299                            yes  yes
## 2102   Female 25.72200 1.628470 107.21895                            yes  yes
## 844.1    Male 21.65223 1.700181  75.05718                            yes  yes
## 416.1    Male 14.00000 1.710000  72.00000                            yes  yes
## 1353   Female 38.09875 1.598448  80.00000                            yes  yes
## 626.2    Male 18.00000 1.788459  51.55259                             no  yes
## 1485   Female 37.47168 1.549812  76.08252                            yes  yes
## 524    Female 21.00000 1.520000  42.00000                             no  yes
## 875    Female 16.38009 1.617124  67.91356                            yes  yes
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## 177    Female 18.00000 1.570000  48.00000                            yes  yes
## 173.1  Female 23.00000 1.650000  59.00000                             no   no
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## 1319.1   Male 23.23730 1.761008  97.82934                            yes  yes
## 794    Female 18.61076 1.550723  60.62832                             no  yes
## 507.1  Female 21.84971 1.770612 133.96335                            yes  yes
## 1944   Female 21.39137 1.730636 131.90259                            yes  yes
## 1835.1 Female 26.00000 1.643332 110.82470                            yes  yes
## 862    Female 21.83300 1.580964  65.36394                             no  yes
## 441.1  Female 18.00000 1.550000  56.00000                             no  yes
## 1611     Male 22.88910 1.792533 116.15777                            yes  yes
## 297    Female 21.00000 1.530000  53.00000                             no  yes
## 237.1  Female 21.00000 1.660000  59.00000                             no  yes
## 1907   Female 26.00000 1.631856 110.80434                            yes  yes
## 1154     Male 23.60319 1.714508  85.13711                            yes  yes
## 1207     Male 23.80718 1.729177  82.52724                            yes  yes
## 1334   Female 22.87522 1.624367  82.00000                            yes  yes
## 1659.1   Male 30.42437 1.699354 100.17687                            yes  yes
## 417      Male 34.00000 1.840000  88.00000                             no  yes
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## 324.1    Male 18.00000 1.800000  72.00000                            yes  yes
## 2107.1 Female 20.97684 1.710730 131.40853                            yes  yes
## 1813   Female 22.97865 1.664622 114.46542                            yes  yes
## 313    Female 16.00000 1.600000  57.00000                             no  yes
## 1634.1   Male 30.47525 1.801368 121.09426                            yes  yes
## 2057   Female 26.00000 1.624099 109.97840                            yes  yes
## 1731.3   Male 30.59563 1.910672 129.23271                            yes  yes
## 1506.1   Male 21.37968 1.701413  96.71073                            yes  yes
## 1555     Male 21.96379 1.849601 122.33343                            yes  yes
## 432.1  Female 18.00000 1.600000  55.00000                             no  yes
## 1471.1   Male 18.00000 1.799779 108.93457                            yes  yes
## 1041     Male 33.08160 1.705617  83.01697                            yes  yes
## 1813.1 Female 22.97865 1.664622 114.46542                            yes  yes
## 1793.2   Male 24.00240 1.609418 100.07837                            yes  yes
## 1487     Male 17.41263 1.723191  97.35037                            yes  yes
## 362    Female 40.00000 1.560000  80.00000                            yes  yes
## 1915   Female 26.00000 1.635905 111.57108                            yes  yes
## 1052     Male 21.02766 1.726774  82.85375                            yes  yes
## 1575.2   Male 25.48652 1.762461 115.53162                            yes  yes
## 2073.1 Female 18.42348 1.735461 126.79817                            yes  yes
## 329      Male 19.00000 1.740000  74.00000                            yes   no
## 1958   Female 26.00000 1.641209 111.85649                            yes  yes
## 1984   Female 20.90879 1.700996 126.49024                            yes  yes
## 1633     Male 28.99281 1.909105 129.87486                            yes  yes
## 1975   Female 18.13782 1.819728 151.27853                            yes  yes
## 1145     Male 23.94003 1.721348  83.98671                            yes  yes
## 922      Male 21.00000 1.620000  70.00000                             no  yes
## 732      Male 17.00075 1.822084  58.44305                            yes  yes
## 1433   Female 22.53893 1.603963  82.01264                            yes  yes
## 6        Male 29.00000 1.620000  53.00000                             no  yes
## 1979   Female 26.00000 1.640606 111.03688                            yes  yes
## 1877.1 Female 19.72572 1.746529 129.36377                            yes  yes
## 667    Female 18.90944 1.732096  50.00000                             no  yes
## 1051.1   Male 27.00000 1.880992  99.62378                            yes  yes
## 830    Female 21.19822 1.743841  78.88036                            yes  yes
## 256      Male 19.00000 1.780000  81.00000                            yes   no
## 1765     Male 31.19022 1.842812 125.97393                            yes  yes
## 1585.1   Male 30.57734 1.868923 125.06426                            yes  yes
## 609      Male 18.00000 1.701650  50.15771                            yes  yes
## 1067     Male 31.39828 1.919543 101.54459                            yes  yes
## 562    Female 17.08287 1.640824  43.36500                             no  yes
## 1922   Female 25.91852 1.621231 104.98679                            yes  yes
## 331    Female 17.00000 1.800000  50.00000                             no  yes
## 646    Female 21.12510 1.767479  56.26596                            yes  yes
## 1795     Male 30.64243 1.653876 102.58389                            yes  yes
## 275.1  Female 25.00000 1.610000  61.00000                             no   no
## 1758     Male 23.82668 1.783609 120.92154                            yes  yes
## 1045.1 Female 18.54944 1.545196  72.46786                            yes   no
## 1251   Female 18.00000 1.685633  90.03267                            yes  yes
## 283.2  Female 18.00000 1.620000  55.00000                            yes  yes
## 1202.1   Male 24.34741 1.789193  89.39359                            yes  yes
## 1847   Female 19.88565 1.763343 133.95267                            yes  yes
## 1480     Male 21.96222 1.931263 118.20313                            yes  yes
## 800    Female 19.00000 1.760000  79.54500                            yes  yes
## 1367   Female 18.00000 1.649439  84.89774                            yes  yes
## 2082   Female 21.57211 1.751067 133.84506                            yes  yes
## 287    Female 21.00000 1.600000  61.00000                             no  yes
## 1736     Male 26.73448 1.816197 119.62276                            yes  yes
## 1641     Male 25.84628 1.772731 115.82817                            yes  yes
## 1747     Male 25.75831 1.766547 115.45845                            yes  yes
## 1328     Male 29.38924 1.681855  90.00000                            yes  yes
## 1379     Male 32.89564 1.783901 103.77137                            yes  yes
## 1957   Female 26.00000 1.654784 111.93315                            yes  yes
## 298      Male 26.00000 1.740000  80.00000                             no   no
## 40     Female 21.00000 1.750000  88.00000                            yes  yes
## 804      Male 28.39124 1.810060  87.28678                             no  yes
## 1562     Male 31.19446 1.726279 110.71471                            yes  yes
## 364.1    Male 19.00000 1.800000  80.00000                             no  yes
## 1273.1   Male 24.73331 1.639383  91.26709                            yes  yes
## 1895   Female 23.42604 1.739991 133.48548                            yes  yes
## 887      Male 19.47853 1.804099  85.19628                            yes  yes
## 1252   Female 18.26770 1.706343  93.34884                            yes  yes
## 1325   Female 22.48089 1.605662  82.47038                            yes  yes
## 1544.1   Male 21.55636 1.773664 116.16033                            yes  yes
## 1343     Male 21.72738 1.783782 105.00028                            yes  yes
## 247.1  Female 20.00000 1.570000  60.00000                             no  yes
## 735      Male 18.00000 1.708107  51.31466                            yes  yes
## 103    Female 21.00000 1.550000  57.00000                             no  yes
## 2040   Female 25.95174 1.629442 104.83535                            yes  yes
## 634      Male 17.06713 1.896734  59.89505                            yes  yes
## 1428     Male 22.12633 1.717262  98.57916                            yes  yes
## 751      Male 19.11498 1.855543  88.96552                            yes  yes
## 1996   Female 20.38805 1.777971 137.78503                            yes  yes
## 1096     Male 23.00000 1.718981  81.66995                            yes  yes
## 1344     Male 18.00000 1.783906 109.20761                            yes  yes
## 165      Male 35.00000 1.770000  85.00000                            yes   no
## 1171   Female 38.09739 1.696954  78.15604                            yes  yes
## 1636     Male 26.68435 1.819535 118.33269                            yes  yes
## 1990   Female 26.00000 1.626503 110.81876                            yes  yes
## 344.1    Male 23.00000 1.650000  66.00000                             no   no
##            FCVC      NCP       CAEC SMOKE     CH2O SCC      FAF      TUE
## 1064   2.598051 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2007   3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 354    1.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1057   1.306844 2.279546  Sometimes    no 2.000000  no 0.000000 0.739609
## 910    2.000000 3.000000  Sometimes    no 2.000000  no 0.334579 1.905826
## 468    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1884   3.000000 3.000000  Sometimes    no 2.559750  no 0.000000 0.237307
## 932    1.887951 3.728377         no    no 2.682107  no 1.123931 0.492528
## 413    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 503    3.000000 3.000000  Sometimes    no 2.406541  no 0.100320 0.479221
## 1058   2.000000 2.677693  Sometimes    no 2.693978  no 0.000000 0.688013
## 696    2.508835 3.435905  Sometimes    no 2.076933  no 2.026668 1.443328
## 173    3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1530   2.000000 2.831771  Sometimes    no 1.725226  no 0.356288 0.000000
## 543    2.750715 3.000000 Frequently    no 2.000000  no 1.067817 1.000000
## 1483   2.002564 1.974233  Sometimes    no 1.935398  no 1.649299 0.000000
## 1568   2.499108 3.000000  Sometimes    no 2.040952  no 0.838739 0.489854
## 1215   2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1731   2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1535   2.869778 1.468948  Sometimes    no 1.656082  no 0.000000 1.444033
## 639    2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1337   2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1438   2.736628 1.130751  Sometimes    no 1.385175  no 1.666965 0.000000
## 1563   2.305349 3.169089  Sometimes    no 1.021610  no 0.908981 0.000000
## 1104   2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 493    3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 649    2.663421 3.000000 Frequently    no 1.041110  no 0.794402 1.391948
## 1559   1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1982   3.000000 3.000000  Sometimes    no 1.170515  no 0.264831 0.896842
## 1669   1.750809 3.000000  Sometimes    no 2.002871  no 0.000000 0.114457
## 806    2.000000 1.000000         no    no 2.008760  no 0.631190 0.000000
## 42     2.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 2028   3.000000 3.000000  Sometimes    no 2.472903  no 1.998047 0.840911
## 700    2.910733 3.125440  Sometimes    no 2.204263  no 2.407906 1.403037
## 1609   2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 744    2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1712   2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 210    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1707   2.836055 2.675411  Sometimes    no 1.711666  no 0.937320 0.000000
## 140    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 421    3.000000 4.000000  Sometimes    no 2.000000 yes 2.000000 0.000000
## 995    1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1599   2.964050 2.123138  Sometimes    no 1.000000  no 1.699181 0.620465
## 907    2.000000 3.000000  Sometimes    no 1.362642  no 0.921268 0.139013
## 1160   2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 759    2.000000 1.915400         no    no 3.000000  no 1.000000 0.000000
## 1118   1.973499 1.081805  Sometimes    no 2.000000  no 0.000000 0.464022
## 98     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1137   2.332074 3.000000  Sometimes    no 2.999495  no 2.405963 0.441502
## 508    2.000000 3.289260  Sometimes    no 2.847264  no 1.680844 2.000000
## 206    2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 29     3.000000 3.000000  Sometimes    no 2.000000 yes 3.000000 1.000000
## 11     3.000000 3.000000 Frequently    no 3.000000  no 2.000000 2.000000
## 693    2.708965 3.000000  Sometimes    no 1.873004  no 1.217180 1.000000
## 484    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1880   3.000000 3.000000  Sometimes    no 2.436261  no 1.464674 0.870920
## 438    2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 300    3.000000 3.000000  Sometimes    no 3.000000  no 1.000000 2.000000
## 1101   1.096455 2.491315  Sometimes    no 2.450069  no 0.000000 0.726118
## 2007.1 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 605    2.718970 1.473088 Frequently    no 1.164644  no 1.235675 0.930926
## 833    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 689    2.051283 2.645858  Sometimes    no 2.357520  no 0.291309 0.897942
## 1544   2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 497    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 987    2.000000 2.283673  Sometimes    no 1.970622  no 1.863258 1.581703
## 597    2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 1797   2.801992 1.343117  Sometimes    no 1.128942  no 0.233987 0.819980
## 1912   3.000000 3.000000  Sometimes    no 2.923792  no 1.536555 0.625350
## 1141   1.979944 1.599464  Sometimes    no 2.000000  no 0.170480 0.819475
## 1685   1.482722 3.000000  Sometimes    no 2.000000  no 1.112504 0.690353
## 1380   2.845961 1.928220  Sometimes    no 2.642273  no 2.999918 1.000000
## 1224   2.000000 3.000000  Sometimes    no 1.630528  no 0.000000 0.000000
## 1529   1.392665 3.000000  Sometimes    no 2.000000  no 1.097983 0.630866
## 13     3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 960    2.206399 1.000000  Sometimes    no 2.000000 yes 0.948930 1.772463
## 2077   3.000000 3.000000  Sometimes    no 2.562002  no 1.976427 0.740331
## 468.1  3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 121    2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 1104.1 2.735297 2.157164  Sometimes    no 1.087166  no 0.110174 0.003695
## 1523   1.991240 3.000000  Sometimes    no 2.000000  no 0.000000 0.292956
## 296    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 664    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 565    2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 1225   2.000000 3.000000  Sometimes    no 2.287248  no 2.669179 1.237867
## 12     2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1198   2.000000 2.473911  Sometimes    no 2.452789  no 0.932792 0.000000
## 1065   1.718156 1.631184  Sometimes    no 2.000000  no 0.000000 0.306124
## 1546   2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 999    2.000000 3.000000  Sometimes    no 2.020424  no 0.000000 1.000000
## 1593   2.723953 1.924168  Sometimes    no 1.000000  no 1.622055 0.069367
## 1532   3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 1869   3.000000 3.000000  Sometimes    no 2.644135  no 0.000000 0.357581
## 914    1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 272    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1156   2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 808    1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1243   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 178    3.000000 3.000000 Frequently    no 2.000000 yes 3.000000 0.000000
## 821    2.948425 1.198643  Sometimes    no 1.000000  no 0.000000 0.173796
## 890    2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 864    2.000466 3.000000  Sometimes    no 1.131448  no 0.061366 0.000000
## 2062   3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 1830   3.000000 3.000000  Sometimes    no 1.570188  no 0.210351 0.881848
## 1538   2.907744 3.990925  Sometimes    no 1.000000  no 1.999750 0.000000
## 1322   2.150054 2.988539  Sometimes    no 2.768325  no 2.085150 0.000000
## 808.1  1.277850 3.999591  Sometimes    no 2.495944  no 0.003420 1.000000
## 1284   2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 473    3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1735   2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1219   2.699282 1.000000  Sometimes    no 2.598632  no 0.292093 2.000000
## 721    2.486189 3.000000 Frequently    no 1.064378  no 2.206055 1.958089
## 1991   3.000000 3.000000  Sometimes    no 2.704827  no 0.000000 0.269577
## 92     3.000000 3.000000     Always    no 2.000000 yes 0.000000 1.000000
## 27     2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1525   2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 1617   2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1254   2.740633 3.000000  Sometimes    no 2.081005  no 0.650235 0.769060
## 950    3.000000 3.205009  Sometimes    no 2.643468  no 0.998039 1.898139
## 1911   3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 271    2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 947    2.923916 3.335876  Sometimes    no 2.372444  no 1.305633 0.311436
## 1994   3.000000 3.000000  Sometimes    no 2.868167  no 1.483720 0.835090
## 462    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 933    2.786008 3.000000  Sometimes    no 2.526193  no 0.925118 2.000000
## 894    2.286481 1.713762  Sometimes    no 1.797161  no 1.658698 0.926581
## 1478   2.000000 2.181620  Sometimes    no 2.325091  no 0.891444 1.223661
## 1603   1.387489 3.000000  Sometimes    no 2.017712  no 0.000000 0.731257
## 502    3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 937    2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 366    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 496    3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 337    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 283    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1195   2.045027 2.946063  Sometimes    no 1.307563  no 1.442485 0.934493
## 586    2.015258 3.300666  Sometimes    no 1.315608  no 0.069802 1.000000
## 832    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 1249   2.000000 3.000000  Sometimes    no 1.155384  no 0.003938 0.526999
## 1945   3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 639.1  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1350   2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 311    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1832   3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 1630   2.600217 2.175153  Sometimes    no 1.000000  no 1.985536 0.000000
## 1044   2.522399 1.032887  Sometimes    no 2.397653  no 2.358699 0.440087
## 529    3.000000 3.765526 Frequently    no 1.656082  no 0.427770 0.555967
## 501    3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 1498   2.818502 3.000000  Sometimes    no 1.991251  no 1.492967 0.000000
## 640    2.339980 3.000000  Sometimes    no 2.000000  no 0.027433 1.884138
## 1002   2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 1590   2.177896 2.987652  Sometimes    no 1.745095  no 0.656548 0.000000
## 2074   3.000000 3.000000  Sometimes    no 2.232601  no 0.554323 0.836151
## 5      2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 975    2.992329 3.000000  Sometimes    no 2.004908  no 1.000000 1.405086
## 1124   2.164062 2.983201  Sometimes    no 2.168904  no 0.752926 0.000000
## 489    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1617.1 2.382705 2.938902  Sometimes    no 1.999278  no 1.686229 0.630866
## 1946   3.000000 3.000000  Sometimes    no 2.426094  no 0.294763 0.737226
## 1162   2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1763   2.571274 3.000000  Sometimes    no 2.224164  no 1.018158 1.152899
## 327    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1729   2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1834   3.000000 3.000000  Sometimes    no 2.691584  no 0.000000 0.425473
## 1981   3.000000 3.000000  Sometimes    no 1.554925  no 0.209586 0.823069
## 1517   2.795086 2.129909  Sometimes    no 1.000000  no 1.989316 0.000000
## 581    2.432302 3.000000  Sometimes    no 2.000000  no 2.349495 1.000000
## 812    2.000000 3.000000  Sometimes    no 2.177386  no 0.336814 0.004813
## 9      3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1284.1 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 246    3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 246.1  3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1643   2.155182 3.000000  Sometimes    no 2.049079  no 0.000000 1.749920
## 142    3.000000 3.000000     Always    no 2.000000  no 2.000000 0.000000
## 2071   3.000000 3.000000  Sometimes    no 2.887909  no 0.312923 0.210997
## 1527   2.956297 3.000000  Sometimes   yes 1.275100  no 0.901924 1.875023
## 1630.1 2.600217 2.175153  Sometimes    no 1.000000  no 1.985536 0.000000
## 197    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1063   2.353603 2.337035  Sometimes    no 1.830614  no 0.706287 0.000000
## 1235   2.000000 3.000000  Sometimes    no 2.680292  no 1.549693 0.522259
## 96     3.000000 1.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 1407   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1147   2.000000 3.000000  Sometimes    no 1.199517  no 0.047738 0.163329
## 1312   2.467002 1.851088  Sometimes    no 2.104054  no 1.991565 0.000000
## 1870   3.000000 3.000000  Sometimes    no 2.605685  no 0.000000 0.199227
## 1934   3.000000 3.000000  Sometimes    no 1.610472  no 0.029728 0.472343
## 1061   2.689929 1.835543  Sometimes    no 1.718569  no 0.674348 0.707246
## 1515   1.588114 3.000000  Sometimes    no 2.115967  no 1.541072 0.000000
## 502.1  3.000000 3.000000  Sometimes    no 2.184707  no 1.978631 0.838957
## 1283   2.014194 2.050121  Sometimes    no 2.184707  no 2.000561 0.853891
## 1121   2.992205 3.000000  Sometimes    no 2.413813  no 0.458237 0.688293
## 1262   2.000000 3.000000  Sometimes    no 3.000000  no 0.732186 1.000000
## 1711   2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 212    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1660   3.000000 2.510135  Sometimes    no 1.693362  no 0.769709 0.000000
## 1908   3.000000 3.000000  Sometimes    no 1.607531  no 1.963379 0.858392
## 282    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 226    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 727    2.673638 2.779379 Frequently    no 1.249074  no 0.043412 0.403694
## 2031   3.000000 3.000000  Sometimes    no 2.322003  no 0.886602 0.843283
## 1793   2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 674    2.762325 1.163666  Sometimes    no 1.304910  no 0.252890 1.001405
## 288    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 1112   2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1960   3.000000 3.000000  Sometimes    no 2.436097  no 0.129178 0.683736
## 1929   3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 758    1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1469   2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1131   2.000000 3.000000  Sometimes    no 2.000000  no 0.146919 2.000000
## 1489   2.000000 3.000000  Sometimes    no 1.759803  no 0.000000 0.000000
## 1731.1 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1940   3.000000 3.000000  Sometimes    no 2.688229  no 0.000000 0.451377
## 1337.1 2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1767   2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1897   3.000000 3.000000  Sometimes    no 1.005864  no 0.020060 0.695838
## 1566   2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 294    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1108   2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 629    2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 2073   3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 228    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1956   3.000000 3.000000  Sometimes    no 2.675567  no 0.000000 0.081929
## 872    2.000000 2.372339  Sometimes    no 1.675733  no 1.066241 1.000000
## 1406   2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 1711.1 2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 423    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 141    3.000000 3.000000 Frequently    no 3.000000  no 1.000000 1.000000
## 395    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1638   2.218599 3.000000  Sometimes    no 2.104337  no 0.766007 0.262118
## 1772   2.037042 3.000000  Sometimes    no 2.436990  no 1.016254 0.020044
## 554    2.310423 3.558637  Sometimes    no 1.787843  no 1.926592 0.828549
## 594    2.140840 4.000000  Sometimes    no 2.931438  no 2.000000 1.164457
## 390    1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1929.1 3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 266    1.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 1136   2.000000 1.680838  Sometimes    no 1.833635  no 0.281876 0.575848
## 1178   3.000000 3.856434  Sometimes    no 2.000000  no 1.324170 1.000000
## 135    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 0.000000
## 2053   3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 607    1.133844 3.000000  Sometimes    no 1.325326  no 0.227985 1.708309
## 860    2.620963 3.000000  Sometimes    no 2.824559  no 0.754599 2.000000
## 1203   2.000000 2.676148  Sometimes    no 2.083939  no 0.632164 0.993786
## 580    2.440040 3.000000  Sometimes    no 2.000000  no 2.784471 1.000000
## 1815   3.000000 3.000000  Sometimes    no 2.374958  no 0.750111 0.671458
## 1237   2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 27.1   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 913    1.188089 3.269088  Sometimes    no 2.039535  no 0.779686 1.043108
## 1580   2.630137 2.806298  Sometimes    no 1.970508  no 1.304291 0.000000
## 684    1.140615 3.471536  Sometimes    no 1.000000  no 2.000000 1.000000
## 441    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 304    2.000000 4.000000     Always    no 2.000000  no 0.000000 1.000000
## 1623   3.000000 1.262831  Sometimes    no 1.000000  no 0.883171 1.382995
## 1930   3.000000 3.000000  Sometimes    no 1.626467  no 0.010183 0.412806
## 949    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.301385
## 1607   2.024720 3.000000  Sometimes    no 1.800335  no 1.196368 0.000000
## 1817   3.000000 3.000000  Sometimes    no 2.987406  no 0.389260 0.526776
## 112    2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 754    2.000000 3.000000  Sometimes    no 1.825629  no 0.699592 0.142056
## 918    2.288604 2.845307  Sometimes    no 2.638164  no 0.000000 0.990741
## 1532.1 3.000000 2.595126  Sometimes    no 2.054072  no 0.835271 0.000000
## 271.1  2.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 473.1  3.000000 4.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 500    3.000000 3.000000  Sometimes    no 1.115967  no 1.541072 1.000000
## 1844   3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 737    2.984004 3.000000 Frequently    no 1.015249 yes 1.327833 0.000000
## 211    2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 108    2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 1437   2.736910 1.478334  Sometimes    no 2.677409  no 0.065264 0.406990
## 323    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 0.000000
## 2049   3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 1106   1.588782 2.601675  Sometimes    no 2.469469  no 1.736538 1.886855
## 964    2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 1292   2.103335 2.964024  Sometimes    no 3.000000  no 0.632947 1.000000
## 118    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 1.000000
## 1232   2.846452 1.139317  Sometimes    no 1.459511  no 1.718070 0.000000
## 1306   2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 509    2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1183   2.215464 2.116195  Sometimes    no 1.809960  no 1.910577 0.971746
## 539    2.027574 1.000000  Sometimes    no 1.636326  no 0.000000 1.906141
## 1835   3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 650    3.000000 1.696080 Frequently    no 2.550307  no 1.098862 0.000000
## 952    1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 47     1.000000 3.000000 Frequently    no 3.000000  no 2.000000 0.000000
## 319    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 776    1.570089 3.000000  Sometimes    no 2.000000  no 2.707882 0.000000
## 1383   2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 734    1.786841 3.000000  Sometimes    no 1.546856  no 0.512094 1.608265
## 306    2.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1745   2.175276 3.000000  Sometimes    no 2.128176  no 1.306476 0.079334
## 1978   3.000000 3.000000  Sometimes    no 2.707201  no 0.000000 0.167272
## 1510   1.261288 2.930044  Sometimes    no 1.166655  no 0.133398 0.951740
## 1506   2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 197.1  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 549    2.205439 3.000000  Sometimes    no 1.530531  no 2.000000 1.000000
## 2007.2 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 1311   2.972426 3.000000  Sometimes    no 1.636326  no 0.000000 0.000000
## 68     2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 479    2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 494    2.000000 3.000000 Frequently    no 1.000000  no 2.000000 0.000000
## 2107   3.000000 3.000000  Sometimes    no 1.728139  no 1.676269 0.906247
## 1111   2.689577 2.714115  Sometimes    no 2.279214  no 0.970661 0.828549
## 2029   3.000000 3.000000  Sometimes    no 2.372058  no 1.324805 0.870795
## 1662   2.826251 2.604998  Sometimes    no 1.842173  no 1.284798 0.000000
## 280    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 901    1.142468 3.000000         no    no 2.197732  no 0.827506 0.572877
## 1320   2.787589 1.114564  Sometimes    no 3.000000  no 2.710338 0.572185
## 1700   2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 1789   2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 1566.1 2.633855 3.000000  Sometimes    no 1.619305  no 1.847802 0.424612
## 2027   3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 1493   2.000000 2.655265  Sometimes    no 2.297896  no 1.000000 0.552665
## 1190   3.000000 3.000974  Sometimes    no 2.000000  no 2.274248 1.000000
## 1776   2.136830 2.993084  Sometimes    no 1.885926  no 0.615298 0.000000
## 2099   3.000000 3.000000  Sometimes    no 2.331123  no 0.063383 0.561661
## 647    2.984425 3.000000 Frequently    no 2.044694  no 2.008256 1.250871
## 317    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 637    1.889199 2.217651  Sometimes    no 2.013605  no 2.075293 1.683261
## 77     2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 680    2.674431 3.000000 Frequently    no 2.453384  no 1.321624 1.990617
## 1900   3.000000 3.000000  Sometimes    no 2.956548  no 0.000000 0.010056
## 281    3.000000 4.000000 Frequently   yes 2.000000  no 0.000000 0.000000
## 652    3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 1559.1 1.428289 3.000000  Sometimes    no 2.117733  no 0.485322 0.696948
## 1177   3.000000 3.129155  Sometimes    no 2.000000  no 1.634134 1.000000
## 815    2.000000 2.799979  Sometimes    no 1.081333  no 0.444347 1.000000
## 1205   2.000000 3.000000  Sometimes    no 1.992548  no 0.039207 1.528714
## 488    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 480    1.000000 4.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 1802   3.000000 3.000000  Sometimes    no 2.838893  no 1.990317 0.735868
## 326    2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 2030   3.000000 3.000000  Sometimes    no 2.387991  no 0.850715 0.656491
## 1551   1.631144 3.000000  Sometimes    no 2.000000  no 1.593183 0.863740
## 1827   3.000000 3.000000  Sometimes    no 2.154949  no 1.999897 0.957463
## 1261   2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 1531   2.630401 1.000000  Sometimes    no 1.000000  no 0.245354 0.315261
## 1746   2.219650 3.000000  Sometimes    no 2.165408  no 1.315045 0.688985
## 1045   3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 307    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1731.2 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1115   2.000000 3.000000  Sometimes    no 2.035954  no 1.210736 0.000000
## 1891   3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 1787   1.469384 2.996444  Sometimes    no 2.067741  no 1.082236 0.150544
## 1634   2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 418    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1640   2.392179 3.000000  Sometimes    no 2.164670  no 1.079934 1.073026
## 621    2.530066 3.000000  Sometimes    no 1.965237  no 2.000000 1.000000
## 1481   2.000000 3.000000  Sometimes    no 3.000000  no 0.987591 1.914531
## 866    2.000000 3.000000  Sometimes    no 1.040342 yes 0.497373 1.783319
## 1046   2.000000 2.271734  Sometimes    no 2.629043  no 1.000000 0.075823
## 243    1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1231   2.000000 3.000000  Sometimes    no 1.530493  no 0.967627 1.000000
## 645    2.000000 4.000000  Sometimes    no 2.369627  no 2.000000 1.612466
## 1035   2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 1361   2.214980 2.282392  Sometimes    no 1.179942  no 1.771754 0.537659
## 438.1  2.000000 1.000000     Always    no 2.000000  no 1.000000 0.000000
## 677    2.794197 3.409363  Sometimes    no 1.543021  no 2.000000 1.000000
## 1674   2.774562 2.301129  Sometimes    no 1.000000  no 1.621733 0.138314
## 585    2.000000 3.000000 Frequently    no 1.426874  no 2.202080 2.000000
## 467    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 1536   1.868212 3.000000  Sometimes    no 2.023328  no 0.000000 0.613992
## 1095   2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 71     2.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 1809   3.000000 3.000000  Sometimes    no 1.338241  no 1.926280 0.886135
## 897    2.000000 1.000000         no    no 2.795651  no 0.808730 0.000000
## 1112.1 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1575   2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 817    2.000000 3.000000  Sometimes    no 2.000000  no 0.129163 1.983678
## 519    2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1458   1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1697   1.537505 3.000000  Sometimes    no 2.000000  no 1.631912 0.631422
## 1300   2.457547 1.000610  Sometimes    no 3.000000  no 1.361533 1.000000
## 1273   1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 403    3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 449    3.000000 1.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 1184   3.000000 2.049908  Sometimes    no 1.999882  no 1.637368 0.107240
## 868    2.960080 1.000000  Sometimes    no 2.000000 yes 0.736032 1.344072
## 1424   2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 892    2.104105 3.000000  Sometimes    no 1.871033  no 1.000000 0.000000
## 401    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1160.1 2.802696 3.000000  Sometimes    no 2.978465  no 1.974656 0.936925
## 77.1   2.000000 3.000000         no    no 2.000000  no 1.000000 0.000000
## 1314   2.000000 2.970675  Sometimes    no 2.000000  no 0.000000 0.169294
## 995.1  1.771693 1.890213  Sometimes    no 2.000000  no 0.000000 1.365950
## 1255   2.000000 3.000000  Sometimes    no 1.608128  no 0.478134 0.000000
## 1318   2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 748    1.450218 3.985442  Sometimes    no 2.147746  no 0.046836 1.000000
## 534    3.000000 3.000000  Sometimes    no 2.027984  no 1.661556 0.114716
## 70     2.000000 3.000000         no    no 3.000000  no 0.000000 1.000000
## 896    2.000000 1.000000         no    no 2.881677  no 0.915699 0.000000
## 148    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1443   2.000000 3.000000  Sometimes    no 3.000000  no 0.884935 0.122280
## 626    2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1496   2.385502 2.883984  Sometimes    no 2.140544  no 1.144876 1.767468
## 1735.1 2.117121 3.000000  Sometimes    no 2.193008  no 0.992829 1.556052
## 1216   2.909853 1.000000  Sometimes    no 2.000000  no 1.308852 0.000000
## 1987   3.000000 3.000000  Sometimes    no 1.301657  no 1.718543 0.947884
## 1022   2.000000 1.474836  Sometimes    no 2.000000  no 0.274838 0.613902
## 247    3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 873    2.000000 1.097312  Sometimes    no 1.328835  no 1.264257 1.000000
## 1107   2.000000 1.171027  Sometimes    no 2.405172  no 2.300282 0.000000
## 1442   2.000000 3.000000  Sometimes    no 3.000000  no 0.413643 0.920858
## 1621   3.000000 1.971659  Sometimes    no 1.179254  no 0.178856 0.000000
## 1319   2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 1647   2.195964 3.000000  Sometimes    no 2.514872  no 1.664722 0.127673
## 653    2.318355 1.082304 Frequently    no 1.220365  no 0.033328 0.000000
## 1935   3.000000 3.000000  Sometimes    no 1.530992  no 0.015860 0.445495
## 253    2.000000 3.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1415   2.000000 3.000000  Sometimes    no 1.440629  no 0.000000 0.000000
## 544    2.000000 3.000000 Frequently    no 2.099863  no 1.635810 2.000000
## 663    3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 228.1  3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1693   2.111887 3.000000  Sometimes    no 2.357373  no 0.425621 1.416353
## 2011   3.000000 3.000000  Sometimes    no 1.292479  no 0.000000 0.541309
## 325    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 2002   3.000000 3.000000  Sometimes    no 2.887659  no 1.480919 0.779641
## 347    3.000000 3.000000     Always    no 1.000000  no 2.000000 0.000000
## 564    3.000000 3.286431  Sometimes    no 2.148146  no 2.458237 1.273333
## 1083   2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 1248   2.000000 1.000000  Sometimes    no 2.000000  no 0.026142 0.000000
## 2101   3.000000 3.000000  Sometimes    no 2.506631  no 0.025787 0.484165
## 412    3.000000 3.000000  Sometimes    no 2.000000 yes 0.000000 0.000000
## 1711.2 2.997524 1.154318  Sometimes    no 1.238057  no 1.129300 1.665621
## 898    2.872121 3.051804  Sometimes    no 2.111913  no 0.843709 0.153559
## 1595   2.736298 2.992903  Sometimes    no 2.045561  no 0.854957 0.428452
## 1661   2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 1601   2.859097 1.340361  Sometimes    no 1.530508  no 0.174475 1.261705
## 778    2.000000 3.000000  Sometimes    no 1.701835  no 1.682271 0.000000
## 615    2.927218 1.000000 Frequently    no 1.000000  no 0.000000 0.276592
## 1888   3.000000 3.000000  Sometimes    no 1.919473  no 0.027101 0.546137
## 1020   2.000000 1.000000  Sometimes    no 1.000000  no 0.262171 0.000000
## 1507   2.000000 2.973476  Sometimes    no 2.000000  no 0.000000 1.331527
## 679    2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 856    2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 496.1  3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 213    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1031   2.000000 1.546665  Sometimes    no 3.000000  no 1.000000 0.000000
## 410    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1899   3.000000 3.000000  Sometimes    no 2.069257  no 1.986646 0.947091
## 1888.1 3.000000 3.000000  Sometimes    no 1.919473  no 0.027101 0.546137
## 401.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1700.1 2.487781 3.755976  Sometimes    no 1.000000  no 1.860765 0.000000
## 642    3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1537   1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 790    2.374640 3.000000  Sometimes    no 2.000000  no 2.892922 0.480813
## 1462   2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1342   2.259679 3.000000  Sometimes    no 1.026143  no 0.268801 0.077818
## 1661.1 2.954417 2.657720  Sometimes    no 2.104696  no 0.870056 0.000000
## 509.1  2.000000 4.000000  Sometimes    no 2.884033  no 2.000000 1.340107
## 1761   2.777165 3.000000  Sometimes    no 2.106861  no 0.925941 0.291600
## 1525.1 2.408561 3.000000  Sometimes    no 2.851904  no 1.320065 0.000000
## 909    2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 122    1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1561   1.562804 3.000000  Sometimes    no 2.075493  no 1.553734 0.000436
## 197.2  2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1469.1 2.000000 1.250548  Sometimes    no 2.121176  no 1.000000 0.741069
## 1162.1 2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1244   2.000000 3.000000  Sometimes    no 3.000000  no 0.669278 0.505266
## 1554   3.000000 2.272214  Sometimes    no 1.555534  no 0.348839 0.000000
## 761    2.392665 3.000000  Sometimes    no 2.951056  no 0.000000 0.369134
## 711    1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 702    2.613249 3.712183  Sometimes    no 2.000000  no 2.002997 0.174848
## 1779   2.240757 2.911568  Sometimes    no 1.895876  no 0.822186 0.000000
## 1723   2.294259 2.850948  Sometimes    no 1.870290  no 0.917014 0.000000
## 1350.1 2.000000 3.000000  Sometimes    no 3.000000  no 1.000000 1.014808
## 340    2.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 171    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1254.1 2.740633 3.000000  Sometimes    no 2.081005  no 0.650235 0.769060
## 618    3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1486   2.000000 2.967089  Sometimes    no 2.000000  no 0.000000 0.467048
## 611    2.979383 3.000000 Frequently    no 2.975887  no 0.945093 1.241755
## 265    3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 349    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 2.000000
## 275    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1571   2.239634 3.000000  Sometimes    no 2.684264  no 0.979306 0.000000
## 955    2.286146 2.961113  Sometimes    no 2.657303  no 1.911080 1.618227
## 890.1  2.000000 2.658639  Sometimes    no 2.781628  no 1.955992 1.409198
## 856.1  2.000000 3.000000  Sometimes    no 1.164062  no 1.000000 0.000000
## 121.1  2.000000 3.000000 Frequently   yes 2.000000  no 0.000000 2.000000
## 125    3.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 521    3.000000 2.084600  Sometimes    no 2.137550 yes 0.196152 0.062488
## 498    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 265.1  3.000000 3.000000 Frequently    no 3.000000 yes 1.000000 1.000000
## 1352   2.020502 1.237454  Sometimes    no 1.931420  no 1.967973 0.000000
## 1703   2.562687 2.100918  Sometimes    no 1.458545  no 1.167856 0.412329
## 442    3.000000 3.000000 Frequently    no 1.000000  no 1.000000 2.000000
## 1068   2.795086 3.250467  Sometimes    no 1.367876  no 0.022958 0.000000
## 277    2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 744.1  2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1658   2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 126    2.000000 3.000000     Always    no 2.000000  no 0.000000 0.000000
## 1297   2.533605 1.271624  Sometimes    no 1.893691  no 1.296535 0.000000
## 434    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1875   3.000000 3.000000  Sometimes    no 2.578038  no 0.165422 0.463196
## 237    1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 1690   3.000000 3.000000  Sometimes    no 3.000000  no 1.685369 0.264969
## 1333   2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 688    3.000000 3.642802 Frequently    no 1.995177  no 0.118271 0.065515
## 1199   2.907062 3.000000  Sometimes    no 2.740848  no 1.219827 0.037634
## 1546.1 2.403421 3.000000  Sometimes    no 2.490613  no 2.000000 0.707768
## 1156.1 2.042762 2.977400  Sometimes    no 1.522426  no 0.501417 1.029135
## 2074.1 3.000000 3.000000  Sometimes    no 2.232601  no 0.554323 0.836151
## 94     3.000000 3.000000     Always    no 2.000000  no 1.000000 0.000000
## 211.1  2.000000 3.000000 Frequently    no 2.000000  no 0.000000 1.000000
## 846    1.977298 3.554974         no    no 2.217957  no 0.978120 0.459759
## 959    2.185938 1.000000         no    no 2.813530  no 1.000000 1.110222
## 675    2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 1522   2.442536 3.000000  Sometimes    no 2.174371  no 0.000000 1.928972
## 1828   3.000000 3.000000  Sometimes    no 2.893117  no 0.000000 0.019310
## 1279   2.000000 3.000000  Sometimes    no 3.000000  no 1.783858 0.000000
## 347.1  3.000000 3.000000     Always    no 1.000000  no 2.000000 0.000000
## 824    1.834155 3.995957  Sometimes    no 2.632871  no 1.236114 1.980875
## 1673   2.955300 2.378211  Sometimes    no 1.000000  no 1.738267 0.394533
## 111    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 2035   3.000000 3.000000  Sometimes    no 2.632253  no 0.000000 0.244205
## 267    3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 192    3.000000 1.000000 Frequently   yes 2.000000 yes 2.000000 0.000000
## 629.1  2.000000 4.000000  Sometimes    no 2.285250  no 2.000000 1.162801
## 416    3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 190    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 783    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.339232
## 1759   2.611847 2.749334  Sometimes    no 2.364849  no 1.141708 0.063005
## 1470   2.000000 1.202179  Sometimes    no 2.362930  no 1.000000 1.475740
## 679.1  2.880792 3.281391  Sometimes    no 1.960131  no 1.513029 1.000000
## 87     2.000000 1.000000 Frequently    no 3.000000  no 1.000000 0.000000
## 364    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1435   1.880534 2.806566  Sometimes    no 2.313245  no 2.146778 0.196084
## 1001   2.661556 3.000000  Sometimes    no 3.000000  no 0.551810 0.658783
## 729    3.000000 3.732126  Sometimes    no 2.000000  no 2.000934 0.384662
## 1076   2.000000 2.979600  Sometimes    no 1.964435  no 0.189957 1.732160
## 1822   3.000000 3.000000  Sometimes    no 1.852692  no 1.463610 0.962336
## 112.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 312    2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1760   2.766612 3.000000  Sometimes    no 2.173417  no 1.089344 1.198439
## 565.1  2.568063 4.000000  Sometimes    no 2.000000  no 2.000000 0.220029
## 24     1.000000 1.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 1135   2.123900 1.672958  Sometimes    no 2.000000  no 1.582428 1.313363
## 1295   2.058687 2.962004  Sometimes    no 2.010596  no 0.851059 0.630866
## 1333.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.579431 0.839862
## 758.1  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 355    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1933   3.000000 3.000000  Sometimes    no 1.482002  no 0.204108 0.657221
## 1537.1 1.108663 3.000000  Sometimes    no 2.000000  no 1.230219 0.001716
## 296.1  2.000000 1.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1793.1 2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 1891.1 3.000000 3.000000  Sometimes    no 1.621300  no 0.090917 0.438216
## 722    1.642241 3.452590  Sometimes    no 1.099231  no 0.418875 1.000000
## 46     2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 756    2.000000 3.000000  Sometimes    no 2.000000  no 0.345684 1.415536
## 1448   2.000000 3.000000  Sometimes    no 2.714091  no 2.641020 1.224737
## 1467   2.078082 3.000000  Sometimes    no 2.895614  no 0.062750 0.261793
## 512    3.000000 3.000000 Frequently    no 2.593459  no 2.000000 1.000000
## 485    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 2.000000
## 597.1  2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 283.1  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 344    3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1112.2 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 952.1  1.836554 1.865238  Sometimes    no 2.000000 yes 0.320209 1.969507
## 1668   1.878251 3.000000  Sometimes    no 2.022933  no 0.000000 0.325445
## 982    2.000000 2.110937  Sometimes    no 2.175632  no 1.000000 0.000000
## 89     2.000000 3.000000 Frequently    no 2.000000 yes 1.000000 0.000000
## 1954   3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 587    1.031149 3.000000  Sometimes    no 1.963628  no 0.028202 1.000000
## 2001   3.000000 3.000000  Sometimes    no 2.862408  no 1.456933 0.742423
## 1075   1.341380 1.946710  Sometimes    no 2.000000  no 0.000000 0.975504
## 365    2.000000 1.000000     Always    no 2.000000  no 2.000000 1.000000
## 1042   2.631565 2.627173  Sometimes    no 2.253422  no 2.690756 0.845774
## 120    3.000000 3.000000 Frequently   yes 3.000000  no 2.000000 1.000000
## 1523.1 1.991240 3.000000  Sometimes    no 2.000000  no 0.000000 0.292956
## 1396   2.870152 1.001383  Sometimes    no 3.000000  no 1.322558 1.000000
## 108.1  2.000000 3.000000     Always    no 1.000000  no 0.000000 1.000000
## 642.1  3.000000 1.000000 Frequently    no 1.954889  no 0.000000 0.907868
## 1048   1.650505 3.000000  Sometimes    no 2.000000  no 1.732340 1.000000
## 1754   2.974006 3.000000  Sometimes    no 2.565828  no 0.690269 1.339691
## 1450   2.000000 1.000000  Sometimes    no 2.000000  no 0.402614 0.000000
## 1      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1250   2.000000 1.854536  Sometimes    no 2.160169  no 1.000000 2.000000
## 618.1  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1598   2.871016 1.834472  Sometimes    no 1.016585  no 0.236168 0.974939
## 12.1   2.000000 3.000000 Frequently    no 2.000000 yes 2.000000 1.000000
## 1180   2.535315 3.000000  Sometimes    no 1.146595  no 0.313810 0.000000
## 593    3.000000 3.626815  Sometimes    no 2.000000  no 2.011519 0.456462
## 1083.1 2.696381 3.000000  Sometimes    no 2.472964  no 1.856119 1.000000
## 598    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 423.1  2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 614    3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 2067   3.000000 3.000000  Sometimes    no 1.733306  no 1.773304 0.921136
## 1013   2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 309    3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 1234   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.105936
## 1268   2.000000 3.000000  Sometimes    no 2.091934  no 0.000000 0.000000
## 225    2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 660    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1384   1.518966 1.000000  Sometimes    no 2.000000  no 0.000000 1.094046
## 1954.1 3.000000 3.000000  Sometimes    no 2.796894  no 0.382189 0.167790
## 452    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 308    2.000000 1.000000 Frequently    no 1.000000  no 0.000000 2.000000
## 1883   3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 1463   2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 403.1  3.000000 1.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 345    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1885   3.000000 3.000000  Sometimes    no 2.635454  no 0.000000 0.088309
## 1458.1 1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 1951   3.000000 3.000000  Sometimes    no 2.299156  no 1.699056 0.729722
## 1872   3.000000 3.000000  Sometimes    no 1.657541  no 1.672639 0.629285
## 1110   2.000000 1.672706  Sometimes    no 2.766674  no 1.000000 0.027093
## 244    2.000000 3.000000  Sometimes   yes 3.000000  no 1.000000 0.000000
## 659    2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 2070   3.000000 3.000000  Sometimes    no 2.751370  no 0.324913 0.516764
## 639.2  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 1424.1 2.871768 1.792695  Sometimes    no 2.691322  no 2.545707 0.903903
## 988    2.901924 1.124977  Sometimes    no 2.763820  no 0.855400 0.999183
## 1932   3.000000 3.000000  Sometimes    no 1.526416  no 0.180158 0.747909
## 527    3.000000 1.000000 Frequently    no 1.322669  no 0.000000 0.478676
## 1889   3.000000 3.000000  Sometimes    no 2.310076  no 0.071150 0.733085
## 865    2.562100 3.105007  Sometimes    no 1.172427  no 0.184917 0.923082
## 1715   1.397468 3.000000  Sometimes    no 2.018970  no 0.665439 0.062167
## 381    3.000000 3.000000  Sometimes    no 3.000000 yes 3.000000 0.000000
## 867    2.000000 3.000000  Sometimes    no 1.274718 yes 0.129902 0.978574
## 1608   2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 1237.1 2.000000 2.977543  Sometimes    no 2.205977  no 2.698874 2.000000
## 823    1.906194 3.987707  Sometimes    no 2.597746  no 1.922234 1.376124
## 1471   2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 318    3.000000 4.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 784    3.000000 3.654061  Sometimes    no 1.229915  no 0.793489 1.597608
## 1455   2.000000 1.706551  Sometimes    no 2.039514  no 1.000000 2.000000
## 1678   2.467548 3.000000  Sometimes    no 2.660290  no 0.994422 0.310394
## 1575.1 2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 1729.1 2.222590 3.000000  Sometimes   yes 1.591909  no 1.392026 0.917727
## 1390   1.918251 1.355752  Sometimes    no 1.998108  no 0.000000 1.382906
## 1441   2.000000 3.000000  Sometimes    no 1.095134  no 0.000000 0.000000
## 1966   3.000000 3.000000  Sometimes    no 2.856795  no 1.046463 0.586163
## 324    2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1051   2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 74     2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1756   2.654076 2.574108  Sometimes    no 1.784710  no 1.170537 0.000000
## 1789.1 2.808027 2.683061  Sometimes    no 2.640483  no 1.280191 0.000000
## 68.1   2.000000 3.000000     Always    no 2.000000  no 0.000000 1.000000
## 1705   2.922511 2.692889  Sometimes    no 1.809531  no 0.478595 0.000000
## 151    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1482   2.025479 1.046144  Sometimes    no 1.941224  no 1.983265 0.000000
## 493.1  3.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 464    2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 395.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 1.000000
## 1788   2.906269 2.894142  Sometimes    no 2.435489  no 1.266739 0.362160
## 371    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1332   2.000000 3.000000  Sometimes    no 2.000000  no 0.067491 0.894105
## 2007.3 3.000000 3.000000  Sometimes    no 2.617401  no 0.000000 0.200379
## 55     3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 758.2  1.758394 3.981997  Sometimes    no 2.174248  no 0.920476 1.358163
## 1463.1 2.312825 3.000000  Sometimes    no 2.073497  no 0.614466 0.579541
## 2049.1 3.000000 3.000000  Sometimes    no 1.144539  no 0.922014 0.899673
## 1073   2.442536 3.000000  Sometimes    no 2.825629  no 3.000000 0.000000
## 123    3.000000 4.000000 Frequently    no 1.000000  no 1.000000 0.000000
## 2110   3.000000 3.000000  Sometimes    no 2.852339  no 1.139107 0.586035
## 597.2  2.336044 4.000000  Sometimes    no 2.000000  no 2.000000 0.133005
## 682    2.559960 3.000000 Frequently    no 1.990788  no 0.486006 1.561272
## 1977   3.000000 3.000000  Sometimes    no 2.786417  no 0.000000 0.079673
## 1823   3.000000 3.000000  Sometimes    no 2.865590  no 0.973864 0.583450
## 309.1  3.000000 4.000000     Always    no 3.000000  no 2.000000 0.000000
## 963    2.908757 2.696051  Sometimes    no 1.622827 yes 0.539952 0.001096
## 1929.2 3.000000 3.000000  Sometimes    no 2.814517  no 0.000000 0.101598
## 2085   3.000000 3.000000  Sometimes    no 2.868679  no 0.115369 0.028583
## 1597   2.971574 2.807420  Sometimes    no 1.962646  no 1.583832 0.504816
## 1945.1 3.000000 3.000000  Sometimes    no 1.422483  no 1.708971 0.673009
## 1618   2.176317 2.986637  Sometimes    no 1.015672  no 0.941410 0.000000
## 1656   2.032883 2.976211  Sometimes    no 1.726109  no 0.477855 0.000000
## 170    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1429   2.000000 2.978103  Sometimes    no 2.668261  no 2.462269 1.402414
## 513    2.880161 3.000000 Frequently    no 1.031354  no 2.206738 1.374650
## 559    2.767731 3.821168  Sometimes    no 2.000000  no 2.000000 0.556245
## 1967   3.000000 3.000000  Sometimes    no 2.846259  no 1.295759 0.723154
## 563    2.737762 3.000000  Sometimes    no 2.310921  no 2.240714 1.592570
## 659.1  2.967853 1.000000 Frequently    no 1.131185  no 0.000000 0.504176
## 258    2.000000 3.000000  Sometimes    no 3.000000 yes 1.000000 2.000000
## 876    1.314150 1.068196  Sometimes    no 1.364957 yes 0.000000 0.057926
## 626.1  2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1821   3.000000 3.000000  Sometimes    no 2.687378  no 0.000000 0.410651
## 45     1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1176   2.000000 1.724887  Sometimes    no 3.000000  no 1.000000 0.000000
## 711.1  1.204855 3.531038  Sometimes    no 1.134658  no 2.000000 1.000000
## 861    2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 1280   3.000000 3.000000  Sometimes    no 2.925029  no 2.000000 1.758865
## 2034   3.000000 3.000000  Sometimes    no 2.632498  no 0.000000 0.140792
## 122.1  1.000000 3.000000 Frequently    no 2.000000  no 0.000000 2.000000
## 1659   2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 1112.3 2.413156 2.521546  Sometimes    no 1.985312  no 0.007050 0.965464
## 1874   3.000000 3.000000  Sometimes    no 2.509535  no 0.334264 0.668172
## 972    2.793561 3.788602  Sometimes    no 2.429059  no 2.094542 0.393358
## 1306.1 2.000000 3.000000  Sometimes    no 2.117346  no 0.000000 0.000000
## 27.2   2.000000 1.000000 Frequently    no 2.000000  no 1.000000 2.000000
## 687    2.690754 3.037790 Frequently    no 2.212296  no 1.616882 0.000000
## 1983   3.000000 3.000000  Sometimes    no 1.436616  no 0.167086 0.764717
## 519.1  2.591439 3.000000 Frequently    no 2.074048  no 1.679935 0.000000
## 1831   3.000000 3.000000  Sometimes    no 1.412049  no 0.143955 0.753077
## 26     2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 686    2.004146 3.443456 Frequently    no 2.020764  no 1.078719 1.267290
## 514    3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 1650   2.889485 3.000000  Sometimes   yes 1.279771  no 0.941424 0.008343
## 109    2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 2.000000
## 201    3.000000 1.000000  Sometimes   yes 3.000000  no 1.000000 2.000000
## 432    2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1458.2 1.996638 3.000000  Sometimes    no 1.033199  no 0.584793 0.518297
## 439    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 861.1  2.951180 3.000000  Sometimes    no 3.000000  no 2.433918 0.561602
## 1189   2.942154 2.667711  Sometimes    no 2.184768  no 1.524405 0.805008
## 1440   2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 49     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1854   3.000000 3.000000  Sometimes    no 2.418488  no 1.995070 0.893514
## 762    2.577427 1.000000  Sometimes    no 2.000000  no 2.287423 0.000000
## 1420   2.949242 1.782109  Sometimes    no 2.210997  no 1.992719 0.000000
## 263    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1462.1 2.348745 3.000000  Sometimes    no 2.096751  no 0.544564 0.676880
## 1239   1.362441 2.570380  Sometimes    no 2.166228  no 2.232851 1.281141
## 1395   2.000000 2.993623  Sometimes    no 2.326635  no 2.236586 1.529423
## 1871   3.000000 3.000000  Sometimes    no 2.217348  no 0.001015 0.481031
## 1003   2.000000 3.000000  Sometimes    no 2.879402  no 0.000000 0.322405
## 1091   2.000000 2.961706  Sometimes    no 2.000000  no 1.661556 1.114716
## 1013.1 2.000000 2.597608  Sometimes    no 2.000000  no 0.000000 0.434198
## 1796   2.724121 1.437959  Sometimes    no 1.590418  no 0.029603 1.122118
## 1864   3.000000 3.000000  Sometimes    no 1.228838  no 0.792553 0.639561
## 1832.1 3.000000 3.000000  Sometimes    no 1.156350  no 0.786828 0.366385
## 979    2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1289   1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 1281   3.000000 3.000000  Sometimes    no 2.858171  no 1.813318 0.680215
## 152    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1138   2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 1284.2 2.028225 1.923607  Sometimes    no 1.798917  no 0.000000 0.000000
## 1605   2.973569 2.650088  Sometimes    no 1.003063  no 1.981154 0.157007
## 2086   3.000000 3.000000  Sometimes    no 2.930137  no 0.043101 0.138629
## 618.2  3.000000 3.699594  Sometimes    no 2.825629  no 1.699592 0.071028
## 1857   3.000000 3.000000  Sometimes    no 2.652616  no 0.000000 0.250502
## 1658.1 2.667229 1.097490  Sometimes    no 1.225958  no 0.206954 1.003011
## 153    2.000000 1.000000     Always   yes 2.000000  no 0.000000 0.000000
## 1626   1.999530 3.000000  Sometimes    no 2.111908  no 1.453042 0.849503
## 598.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.593704
## 2016   3.000000 3.000000  Sometimes    no 1.031701  no 0.034650 0.912345
## 1318.1 2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 170.1  2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1138.1 2.748243 3.070386  Sometimes    no 1.962322  no 1.145752 1.000000
## 740    3.000000 1.000000 Frequently    no 1.496810  no 0.000000 0.513427
## 111.1  3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1378   2.805533 3.000000  Sometimes    no 1.882847  no 2.000000 0.707780
## 387    1.000000 3.000000  Sometimes    no 1.000000  no 1.000000 2.000000
## 206.1  2.000000 1.000000  Sometimes   yes 2.000000  no 1.000000 0.000000
## 1948   3.000000 3.000000  Sometimes    no 1.797041  no 1.427413 0.966181
## 1712.1 2.320201 3.000000  Sometimes    no 2.164784  no 0.000000 1.465479
## 1288   1.853314 1.320768  Sometimes    no 2.135552  no 0.248034 1.727828
## 1348   2.871137 3.000000  Sometimes    no 2.627569  no 1.000000 0.000000
## 1100   2.766036 2.443812  Sometimes    no 2.707927  no 0.702839 0.827439
## 844    2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 926    2.048216 3.000000  Sometimes    no 1.305816  no 0.170452 0.276806
## 708    2.494451 3.565440  Sometimes    no 1.491268  no 1.951027 0.956204
## 1648   2.619987 3.000000  Sometimes    no 2.194746  no 1.076926 1.090995
## 119    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 45.1   1.000000 3.000000         no    no 2.000000  no 2.000000 0.000000
## 1774   1.431346 3.000000  Sometimes    no 2.098959  no 1.110868 0.196952
## 1683   2.611222 2.992083  Sometimes    no 1.796376  no 0.641954 0.202810
## 930    2.000000 3.000000  Sometimes    no 2.763573  no 1.502711 0.127879
## 1097   3.000000 3.000000  Sometimes    no 2.994515  no 0.000000 0.000000
## 810    1.729824 3.612941         no    no 2.043703  no 0.562118 0.426643
## 1120   2.156065 2.909117  Sometimes    no 1.221281  no 0.503279 1.796136
## 1318.2 2.000000 3.000000  Sometimes    no 2.973729  no 2.491642 1.365950
## 1422   2.000000 2.976098  Sometimes    no 2.000000  no 0.000000 1.393220
## 2020   3.000000 3.000000  Sometimes    no 2.451260  no 0.043689 0.670402
## 1672   2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 1377   2.927110 3.000000  Sometimes    no 2.151496  no 1.166064 1.509831
## 284    2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 961    1.952987 1.000000  Sometimes    no 1.334856 yes 0.732276 1.890214
## 1629   2.561638 2.877470  Sometimes    no 1.000000  no 1.980401 0.000000
## 706    3.000000 3.000000 Frequently    no 2.009796  no 2.000000 0.071317
## 1383.1 2.108163 1.231915  Sometimes    no 1.808127  no 0.000000 0.000000
## 1337.2 2.000000 3.000000  Sometimes    no 3.000000  no 0.788585 1.220029
## 1655   1.475906 2.999346  Sometimes    no 2.019430  no 1.046878 0.460866
## 964.1  2.628791 2.762883  Sometimes    no 1.512035 yes 0.303722 0.003229
## 1608.1 2.133964 3.000000  Sometimes    no 2.008361  no 0.202029 0.200516
## 676    2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 809    2.000000 3.000000  Sometimes    no 1.957871  no 0.994592 0.117303
## 560    2.000000 3.897078  Sometimes    no 2.622638  no 2.000000 1.894105
## 1586   1.457758 3.000000  Sometimes    no 2.020249  no 1.556709 0.001330
## 1672.1 2.826036 2.371658  Sometimes    no 1.000000  no 1.996487 0.000000
## 437    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1173   2.796060 1.971472  Sometimes    no 1.921601  no 0.935217 0.704637
## 1349   2.282803 3.000000  Sometimes    no 2.104264  no 1.000000 0.000000
## 833.1  2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 501.1  3.000000 3.000000  Sometimes    no 2.704507  no 0.000000 0.294990
## 488.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 755    2.000000 1.737620  Sometimes    no 2.207978  no 2.641072 0.707044
## 518    2.596579 1.105480 Frequently    no 1.490613  no 0.345684 0.000000
## 1095.1 2.000000 1.000000  Sometimes    no 1.639807  no 0.072117 0.000000
## 1501   1.712848 3.000000  Sometimes    no 1.162153  no 0.458981 0.885532
## 268    3.000000 3.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1781   2.649406 1.120102  Sometimes    no 1.153286  no 0.216908 0.619012
## 168    2.000000 3.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1653   1.517912 3.000000  Sometimes    no 2.038958  no 1.590255 0.001640
## 1050   2.133955 2.902766  Sometimes    no 1.753464  no 1.729987 1.000000
## 1609.1 2.702457 3.000000  Sometimes    no 2.005194  no 0.325313 0.419055
## 2087   3.000000 3.000000  Sometimes    no 2.961899  no 0.259424 0.080128
## 1256   2.000000 3.000000  Sometimes    no 2.715252  no 0.000000 0.621605
## 1549   2.964319 3.000000  Sometimes    no 2.377257  no 0.614959 1.875023
## 1413   2.921225 3.000000  Sometimes    no 2.869439  no 0.181753 0.133523
## 284.1  2.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 368    2.000000 3.000000 Frequently    no 2.000000  no 3.000000 1.000000
## 457    3.000000 1.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 1206   2.768020 2.137068  Sometimes    no 1.873591  no 0.966973 0.691944
## 1356   2.000000 3.000000  Sometimes    no 1.084442  no 0.000000 0.000000
## 255    3.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 147    3.000000 3.000000 Frequently    no 2.000000  no 2.000000 2.000000
## 2053.1 3.000000 3.000000  Sometimes    no 1.931163  no 1.562213 0.926565
## 814    3.000000 2.951837  Sometimes    no 2.112032  no 0.378683 0.000000
## 392    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 2044   3.000000 3.000000  Sometimes    no 1.679489  no 0.017804 0.215230
## 2080   3.000000 3.000000  Sometimes    no 2.701960  no 1.465909 0.813235
## 1162.2 2.492758 2.270163  Sometimes    no 1.992586  no 1.452467 0.864583
## 1539   2.958010 2.834253  Sometimes    no 1.000000  no 1.999886 0.000000
## 1062   2.712747 2.853676  Sometimes    no 1.526313  no 1.000000 0.173665
## 182    2.000000 3.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 639.3  2.943749 4.000000  Sometimes    no 2.000000  no 2.000000 0.128895
## 226.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 0.000000
## 675.1  2.070964 1.000000  Sometimes    no 1.676975  no 0.000000 1.718513
## 744.2  2.000000 3.131032  Sometimes    no 2.072194  no 1.487987 2.000000
## 1819   3.000000 3.000000  Sometimes    no 2.623489  no 0.000000 0.138563
## 1495   2.000000 1.709546  Sometimes    no 2.530157  no 1.000000 0.645400
## 970    2.000000 2.805436  Sometimes    no 2.122884  no 0.045651 0.017225
## 113    2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1408   2.693859 1.000283  Sometimes    no 3.000000  no 1.201403 1.612432
## 1770   1.624366 3.000000  Sometimes    no 2.081719  no 1.538922 0.356868
## 1465   2.000000 3.000000  Sometimes    no 1.613829  no 1.251665 0.000000
## 507    3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 1276   2.000000 2.958330  Sometimes    no 2.000000  no 0.000000 1.595306
## 1803   3.000000 3.000000  Sometimes    no 2.181811  no 1.995582 0.939665
## 2062.1 3.000000 3.000000  Sometimes    no 2.471721  no 0.000096 0.433463
## 555    2.000000 2.000986  Sometimes    no 2.673835  no 0.992950 0.474836
## 1955   3.000000 3.000000  Sometimes    no 2.987718  no 0.387074 0.283804
## 514.1  3.000000 1.726260 Frequently    no 2.444125  no 1.318170 0.000000
## 979.1  2.000000 2.041558  Sometimes    no 2.387250  no 0.813917 0.000000
## 1287   2.037585 1.418985  Sometimes    no 1.827351  no 0.000000 0.000000
## 1025   2.000000 1.976744  Sometimes    no 1.628997  no 0.880584 1.127675
## 409    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 312.1  2.000000 3.000000     Always    no 2.000000  no 3.000000 1.000000
## 1157   2.129668 2.693646  Sometimes    no 2.606690  no 1.170823 0.290898
## 1059   2.258795 3.530090  Sometimes    no 1.172186  no 0.678943 1.000000
## 937.1  2.213135 3.000000  Sometimes    no 2.046766  no 2.172546 0.000000
## 1026   3.000000 3.000000  Sometimes    no 2.981604  no 0.000000 0.000000
## 663.1  3.000000 1.000000 Frequently    no 1.185062  no 0.000000 0.076654
## 984    2.119643 3.292956  Sometimes    no 1.723372  no 0.000000 0.987102
## 703    2.000000 4.000000  Sometimes    no 2.542415  no 2.000000 1.807465
## 267.1  3.000000 4.000000 Frequently    no 2.000000  no 0.000000 0.000000
## 766    2.052152 3.000000  Sometimes    no 1.972074  no 0.228307 0.000000
## 1627   1.585183 3.000000  Sometimes    no 2.101841  no 1.543961 0.000073
## 70.1   2.000000 3.000000         no    no 3.000000  no 0.000000 1.000000
## 548    1.000000 3.240578  Sometimes    no 1.000000  no 2.000000 1.000000
## 912    1.766849 3.322522  Sometimes    no 2.616285  no 0.943058 0.256977
## 731    2.860990 4.000000  Sometimes    no 2.000000  no 2.000000 0.007872
## 1376   3.000000 3.000000  Sometimes    no 2.224914  no 1.781589 1.594050
## 1202   1.521604 2.174968  Sometimes    no 2.000000  no 0.000000 0.632467
## 1883.1 3.000000 3.000000  Sometimes    no 2.989389  no 0.360090 0.169016
## 26.1   2.000000 4.000000 Frequently   yes 2.000000  no 3.000000 2.000000
## 2023   3.000000 3.000000  Sometimes    no 1.237557  no 0.083675 0.543761
## 307.1  1.000000 3.000000     Always    no 2.000000  no 0.000000 2.000000
## 998    2.000000 2.256119  Sometimes    no 1.142873  no 0.807076 1.611271
## 196    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 1.000000
## 1927   3.000000 3.000000  Sometimes    no 2.164718  no 1.999631 0.941336
## 2061   3.000000 3.000000  Sometimes    no 2.609188  no 0.000000 0.174030
## 614.1  3.000000 3.000000 Frequently    no 2.949419 yes 1.295697 0.000000
## 1992   3.000000 3.000000  Sometimes    no 1.395400  no 1.931173 0.878258
## 1144   2.000000 3.000000  Sometimes    no 2.056053  no 0.000000 1.000000
## 1973   3.000000 3.000000  Sometimes    no 2.830247  no 1.783138 0.789064
## 1811   3.000000 3.000000  Sometimes    no 2.578292  no 0.000000 0.492394
## 740.1  3.000000 1.000000 Frequently    no 1.496810  no 0.000000 0.513427
## 2060   3.000000 3.000000  Sometimes    no 2.495851  no 0.000000 0.218645
## 158    2.000000 3.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1877   3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 770    2.000000 3.000000  Sometimes    no 2.843777  no 2.022315 0.009254
## 1289.1 1.008760 1.000000  Sometimes    no 2.000000  no 0.000000 0.585912
## 163    3.000000 3.000000     Always   yes 2.000000  no 2.000000 0.000000
## 470    3.000000 1.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1035.1 2.000000 3.000000  Sometimes    no 1.774778  no 0.943266 0.000000
## 1108.1 2.010540 2.776840  Sometimes    no 1.651548  no 0.000000 0.790967
## 172    2.000000 3.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 273    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 909.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.121585 1.967259
## 1585   2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 246.2  3.000000 3.000000  Sometimes   yes 2.000000  no 2.000000 1.000000
## 1341   2.000000 3.000000  Sometimes    no 2.745242  no 0.000000 0.808980
## 1002.1 2.000000 3.000000  Sometimes    no 1.184230  no 0.155579 0.453404
## 1000   2.000000 2.664800  Sometimes    no 1.810738  no 0.809890 1.000000
## 1399   2.074843 1.773916  Sometimes    no 2.428271  no 0.035091 1.000000
## 342    2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 855    2.000000 3.000000  Sometimes    no 1.333707  no 1.000000 0.000000
## 397    3.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 214    3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1709   3.000000 1.020750  Sometimes    no 1.000000  no 0.233056 1.707421
## 213.1  2.000000 1.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 2022   3.000000 3.000000  Sometimes    no 1.042989  no 0.097114 0.429540
## 110    3.000000 1.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1557   2.983042 1.109956  Sometimes    no 1.430444  no 0.000000 1.690901
## 23     3.000000 3.000000  Sometimes    no 2.000000  no 1.000000 0.000000
## 1000.1 2.000000 2.664800  Sometimes    no 1.810738  no 0.809890 1.000000
## 459    2.000000 3.000000     Always    no 1.000000  no 1.000000 1.000000
## 384    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1125   2.000000 3.000000  Sometimes    no 2.000000  no 2.847761 1.413375
## 1740   2.073224 3.000000  Sometimes    no 2.024035  no 0.131371 0.000000
## 1931   3.000000 3.000000  Sometimes    no 1.480750  no 0.098043 0.663492
## 145    2.000000 4.000000  Sometimes    no 3.000000 yes 2.000000 2.000000
## 497.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 2.000000
## 561    2.000000 3.092116  Sometimes    no 2.426465  no 2.000000 1.839862
## 553    2.000000 2.057935  Sometimes    no 2.371015  no 0.288032 0.714627
## 113.1  2.000000 4.000000 Frequently    no 2.000000  no 1.000000 0.000000
## 1911.1 3.000000 3.000000  Sometimes    no 2.404049  no 0.427905 0.639894
## 1686   1.735664 3.000000  Sometimes    no 2.041536  no 1.392406 0.391740
## 1449   2.000000 3.000000  Sometimes    no 2.697661  no 2.614909 1.229474
## 2018   3.000000 3.000000  Sometimes    no 1.020313  no 0.108386 1.000000
## 676.1  2.686010 1.000000  Sometimes    no 1.310074  no 0.000000 1.064700
## 1247   2.000000 3.000000  Sometimes    no 2.771469  no 2.359339 1.206251
## 288.1  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 652.1  3.000000 1.612747 Frequently    no 2.566629  no 1.190465 0.000000
## 198    2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 911    3.000000 1.137150  Sometimes    no 1.000695  no 0.261274 0.000000
## 379    3.000000 3.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 76     3.000000 3.000000  Sometimes    no 3.000000 yes 2.000000 0.000000
## 724    1.036414 3.205587  Sometimes    no 1.745959  no 0.115974 1.000000
## 392.1  2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 1.000000
## 1680   2.149610 3.000000  Sometimes    no 2.133876  no 0.393452 0.345887
## 914.1  1.910176 2.938135         no    no 2.943097  no 0.997202 0.207922
## 488.2  2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 99     3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 1913   3.000000 3.000000  Sometimes    no 2.955075  no 1.460460 0.655558
## 496.2  3.000000 1.000000     Always    no 1.000000 yes 0.000000 0.000000
## 17     2.000000 1.000000  Sometimes    no 1.000000  no 1.000000 0.000000
## 1767.1 2.927187 3.000000  Sometimes    no 1.508796  no 0.902776 1.015467
## 1916   3.000000 3.000000  Sometimes    no 2.653563  no 0.000000 0.554150
## 908    2.000000 1.391778  Sometimes    no 2.645480  no 2.685087 0.975540
## 1509   2.000000 1.293342  Sometimes    no 2.000000  no 0.000000 1.917679
## 2033   3.000000 3.000000  Sometimes    no 2.739351  no 0.000000 0.064769
## 777    2.000000 3.000000  Sometimes    no 1.636326  no 1.000000 0.000000
## 1844.1 3.000000 3.000000  Sometimes    no 2.653531  no 0.190061 0.692343
## 2027.1 3.000000 3.000000  Sometimes    no 2.640539  no 1.879818 0.885993
## 2102   3.000000 3.000000  Sometimes    no 2.487070  no 0.067329 0.455823
## 844.1  2.086093 3.546352  Sometimes    no 2.081121  no 1.993666 0.673835
## 416.1  3.000000 3.000000  Sometimes    no 3.000000  no 2.000000 1.000000
## 1353   2.020785 1.169173  Sometimes    no 1.972551  no 1.903338 0.000000
## 626.2  2.897899 3.000000  Sometimes    no 1.835545  no 1.162519 1.000000
## 1485   2.000000 2.765213  Sometimes    no 1.551266  no 1.350001 0.000000
## 524    3.000000 1.000000 Frequently    no 1.000000  no 0.000000 0.000000
## 875    2.851664 1.000000  Sometimes    no 2.000000  no 0.977929 1.765321
## 1150   2.009952 2.716106  Sometimes    no 1.660614  no 1.000000 0.604730
## 177    3.000000 1.000000     Always    no 1.000000  no 1.000000 0.000000
## 173.1  3.000000 1.000000  Sometimes    no 2.000000  no 1.000000 2.000000
## 1261.1 2.252653 3.000000  Sometimes    no 2.962371  no 1.000000 0.000000
## 1820   3.000000 3.000000  Sometimes    no 2.612758  no 0.246290 0.802136
## 1319.1 2.000000 3.000000  Sometimes    no 2.988771  no 2.429923 1.978043
## 794    2.823179 2.644692  Sometimes    no 1.226764 yes 0.747528 0.008899
## 507.1  3.000000 3.000000  Sometimes    no 2.825629  no 1.399183 0.928972
## 1944   3.000000 3.000000  Sometimes    no 1.419136  no 1.700889 0.930888
## 1835.1 3.000000 3.000000  Sometimes    no 2.709654  no 0.000000 0.251150
## 862    2.021446 3.000000  Sometimes    no 1.077917  no 0.523847 0.808599
## 441.1  2.000000 3.000000  Sometimes    no 1.000000  no 0.000000 0.000000
## 1611   1.996646 3.000000  Sometimes    no 2.000000  no 1.600536 0.739684
## 297    3.000000 3.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 237.1  1.000000 3.000000     Always    no 2.000000 yes 3.000000 0.000000
## 1907   3.000000 3.000000  Sometimes    no 2.704850  no 0.000000 0.243338
## 1154   2.319776 2.884848  Sometimes    no 2.154898  no 0.325534 0.954216
## 1207   2.742796 2.937607  Sometimes    no 1.994670  no 1.000000 0.023564
## 1334   1.826885 1.000000  Sometimes    no 2.000000  no 0.000000 0.459274
## 1659.1 2.819934 1.918630  Sometimes    no 1.000000  no 1.393020 0.553311
## 417    3.000000 3.000000  Sometimes    no 1.000000 yes 2.000000 0.000000
## 2032   3.000000 3.000000  Sometimes    no 2.737353  no 0.000000 0.076094
## 324.1  2.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 2107.1 3.000000 3.000000  Sometimes    no 1.728139  no 1.676269 0.906247
## 1813   3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 313    3.000000 3.000000  Sometimes    no 1.000000  no 3.000000 0.000000
## 1634.1 2.328469 3.000000  Sometimes    no 2.001208  no 0.800487 0.176678
## 2057   3.000000 3.000000  Sometimes    no 2.523793  no 0.000000 0.383953
## 1731.3 2.497548 3.000000  Sometimes    no 1.362583  no 1.144076 0.173232
## 1506.1 2.000000 2.961192  Sometimes    no 2.623344  no 0.981686 1.355370
## 1555   3.000000 2.218285  Sometimes    no 1.340117  no 0.428259 0.000000
## 432.1  2.000000 4.000000 Frequently    no 2.000000  no 2.000000 1.000000
## 1471.1 2.000000 1.194815  Sometimes    no 2.434832  no 1.000000 1.541455
## 1041   2.000000 2.797600  Sometimes    no 2.991671  no 2.148738 0.000000
## 1813.1 3.000000 3.000000  Sometimes    no 2.408442  no 0.194056 0.803141
## 1793.2 2.885693 1.685134  Sometimes    no 1.011849  no 0.503105 1.217929
## 1487   2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.931721
## 362    2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 1915   3.000000 3.000000  Sometimes    no 2.511399  no 0.000000 0.258472
## 1052   2.265973 2.687502  Sometimes    no 2.000000  no 2.217220 0.648522
## 1575.2 2.178308 3.000000  Sometimes    no 2.165804  no 1.420675 1.875683
## 2073.1 3.000000 3.000000  Sometimes    no 2.386390  no 1.544632 0.900067
## 329    3.000000 1.000000  Sometimes    no 3.000000  no 3.000000 1.000000
## 1958   3.000000 3.000000  Sometimes    no 2.621877  no 0.000000 0.153669
## 1984   3.000000 3.000000  Sometimes    no 1.242832  no 0.530925 0.575969
## 1633   2.206119 3.000000  Sometimes    no 1.483856  no 1.113169 0.000000
## 1975   3.000000 3.000000  Sometimes    no 2.155926  no 1.999836 0.946030
## 1145   2.407817 2.844138  Sometimes    no 1.983649  no 0.868721 0.089354
## 922    2.000000 1.000000         no    no 3.000000  no 1.000000 0.000000
## 732    2.559571 3.047959  Sometimes    no 2.000000  no 2.011646 0.588994
## 1433   1.123672 1.014916  Sometimes    no 2.042078  no 1.846666 1.426103
## 6      2.000000 3.000000  Sometimes    no 2.000000  no 0.000000 0.000000
## 1979   3.000000 3.000000  Sometimes    no 2.709428  no 0.000000 0.228486
## 1877.1 3.000000 3.000000  Sometimes    no 2.250711  no 0.642350 0.685129
## 667    1.053534 3.378859  Sometimes    no 1.000000  no 1.853425 0.861809
## 1051.1 2.684528 1.000000  Sometimes    no 1.056680  no 1.516147 0.084006
## 830    2.510583 1.000000  Sometimes    no 2.000000  no 2.119682 0.000000
## 256    1.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
## 1765   2.151335 3.000000  Sometimes   yes 1.491169  no 0.883542 0.527766
## 1585.1 2.050619 3.000000  Sometimes   yes 1.515183  no 0.849811 0.261901
## 609    1.757466 3.000000  Sometimes    no 1.153559  no 0.833976 1.616045
## 1067   2.000000 1.005391  Sometimes    no 2.001936  no 1.000000 0.000000
## 562    2.815157 3.000000  Sometimes    no 2.911187  no 2.595128 1.380204
## 1922   3.000000 3.000000  Sometimes    no 1.653049  no 0.139159 0.711331
## 331    3.000000 4.000000 Frequently    no 1.000000  no 2.000000 1.000000
## 646    2.371338 3.998766 Frequently    no 2.263466  no 2.000000 0.844004
## 1795   2.919526 2.142328  Sometimes    no 1.175714  no 0.958555 0.636289
## 275.1  2.000000 3.000000  Sometimes    no 1.000000  no 2.000000 1.000000
## 1758   2.591292 2.956422  Sometimes    no 2.310830  no 1.485240 0.281815
## 1045.1 3.000000 3.014808  Sometimes    no 2.000000  no 1.997529 1.000000
## 1251   2.496455 3.000000  Sometimes    no 1.850344  no 1.066101 0.732265
## 283.2  2.000000 3.000000 Frequently    no 1.000000  no 1.000000 1.000000
## 1202.1 1.521604 2.174968  Sometimes    no 2.000000  no 0.000000 0.632467
## 1847   3.000000 3.000000  Sometimes    no 2.835622  no 1.419473 0.816986
## 1480   2.000000 3.000000  Sometimes    no 3.000000  no 0.743593 1.000000
## 800    2.000000 1.146794  Sometimes    no 3.000000  no 1.809745 1.690102
## 1367   2.000000 3.000000  Sometimes    no 1.039313  no 1.000000 0.000000
## 2082   3.000000 3.000000  Sometimes    no 2.748569  no 1.427037 0.902825
## 287    2.000000 3.000000  Sometimes    no 1.000000  no 1.000000 1.000000
## 1736   2.247037 3.000000  Sometimes    no 2.718408  no 0.763595 0.000000
## 1641   2.381164 3.000000  Sometimes    no 2.170225  no 1.211048 1.899330
## 1747   2.203962 3.000000  Sometimes    no 2.156870  no 1.289421 1.220767
## 1328   2.088410 2.644692  Sometimes    no 2.773236  no 1.252472 0.000000
## 1379   2.902469 1.734762  Sometimes    no 2.600238  no 2.113992 0.584755
## 1957   3.000000 3.000000  Sometimes    no 2.770125  no 0.000000 0.088236
## 298    2.000000 3.000000  Sometimes    no 2.000000  no 2.000000 0.000000
## 40     2.000000 3.000000  Sometimes    no 3.000000  no 3.000000 0.000000
## 804    3.000000 3.000000  Sometimes    no 1.205633  no 2.000000 0.000000
## 1562   1.794825 3.914454  Sometimes    no 1.972016  no 0.668963 0.000000
## 364.1  2.000000 1.000000  Sometimes    no 2.000000  no 2.000000 1.000000
## 1273.1 1.036159 3.000000  Sometimes    no 1.000000  no 0.344013 0.329367
## 1895   3.000000 3.000000  Sometimes    no 2.837797  no 1.343875 0.803156
## 887    2.459976 3.308460  Sometimes    no 2.078011  no 1.779646 0.871772
## 1252   1.708250 3.000000  Sometimes    no 1.000000  no 0.899864 1.000000
## 1325   1.557287 1.000000  Sometimes    no 2.371015  no 0.288032 2.000000
## 1544.1 2.000000 3.000000  Sometimes    no 2.000000  no 1.399183 1.000000
## 1343   2.044326 3.000000  Sometimes    no 2.358180  no 0.349371 0.000000
## 247.1  3.000000 3.000000  Sometimes    no 3.000000  no 0.000000 1.000000
## 735    1.303878 3.000000  Sometimes    no 1.755497  no 0.062932 1.672532
## 103    2.000000 4.000000 Frequently    no 2.000000 yes 2.000000 0.000000
## 2040   3.000000 3.000000  Sometimes    no 2.225139  no 0.035928 0.565315
## 634    2.842102 3.341750  Sometimes    no 2.000000  no 2.511157 0.560351
## 1428   2.000000 2.984523  Sometimes    no 2.263551  no 2.819661 2.000000
## 751    2.000000 3.000000  Sometimes    no 1.015677  no 0.000000 0.374650
## 1996   3.000000 3.000000  Sometimes    no 2.702789  no 1.606109 0.731213
## 1096   2.000000 1.729553  Sometimes    no 1.400247  no 0.887923 1.011983
## 1344   2.000000 1.867836  Sometimes    no 2.438398  no 1.000000 0.802305
## 165    3.000000 3.000000 Frequently    no 3.000000  no 2.000000 1.000000
## 1171   3.000000 3.000000  Sometimes    no 2.166024  no 0.000000 0.000000
## 1636   1.975675 3.000000  Sometimes    no 2.357969  no 0.704236 0.010721
## 1990   3.000000 3.000000  Sometimes    no 2.708927  no 0.000000 0.278962
## 344.1  3.000000 3.000000  Sometimes    no 2.000000  no 3.000000 0.000000
##              CALC                MTRANS          NObeyesdad
## 1064           no            Automobile Overweight_Level_II
## 2007    Sometimes Public_Transportation    Obesity_Type_III
## 354     Sometimes            Automobile       Normal_Weight
## 1057    Sometimes Public_Transportation Overweight_Level_II
## 910     Sometimes Public_Transportation  Overweight_Level_I
## 468            no            Automobile       Normal_Weight
## 1884    Sometimes Public_Transportation    Obesity_Type_III
## 932     Sometimes Public_Transportation  Overweight_Level_I
## 413     Sometimes            Automobile       Normal_Weight
## 503     Sometimes Public_Transportation    Obesity_Type_III
## 1058    Sometimes Public_Transportation Overweight_Level_II
## 696            no            Automobile Insufficient_Weight
## 173     Sometimes Public_Transportation       Normal_Weight
## 1530    Sometimes            Automobile     Obesity_Type_II
## 543     Sometimes Public_Transportation Insufficient_Weight
## 1483    Sometimes            Automobile      Obesity_Type_I
## 1568    Sometimes            Automobile     Obesity_Type_II
## 1215    Sometimes Public_Transportation      Obesity_Type_I
## 1731    Sometimes Public_Transportation     Obesity_Type_II
## 1535           no Public_Transportation     Obesity_Type_II
## 639            no            Automobile Insufficient_Weight
## 1337    Sometimes Public_Transportation      Obesity_Type_I
## 1438    Sometimes            Automobile      Obesity_Type_I
## 1563           no            Automobile     Obesity_Type_II
## 1104           no Public_Transportation Overweight_Level_II
## 493            no            Automobile Overweight_Level_II
## 649            no Public_Transportation Insufficient_Weight
## 1559    Sometimes            Automobile     Obesity_Type_II
## 1982    Sometimes Public_Transportation    Obesity_Type_III
## 1669    Sometimes            Automobile     Obesity_Type_II
## 806     Sometimes Public_Transportation  Overweight_Level_I
## 42             no               Walking       Normal_Weight
## 2028    Sometimes Public_Transportation    Obesity_Type_III
## 700     Sometimes Public_Transportation Insufficient_Weight
## 1609    Sometimes            Automobile     Obesity_Type_II
## 744     Sometimes Public_Transportation Insufficient_Weight
## 1712    Sometimes            Automobile     Obesity_Type_II
## 210     Sometimes Public_Transportation       Normal_Weight
## 1707    Sometimes Public_Transportation     Obesity_Type_II
## 140            no Public_Transportation       Normal_Weight
## 421     Sometimes            Automobile Insufficient_Weight
## 995     Sometimes Public_Transportation Overweight_Level_II
## 1599           no Public_Transportation     Obesity_Type_II
## 907     Sometimes Public_Transportation  Overweight_Level_I
## 1160           no            Automobile Overweight_Level_II
## 759     Sometimes Public_Transportation  Overweight_Level_I
## 1118    Sometimes Public_Transportation Overweight_Level_II
## 98      Sometimes Public_Transportation Insufficient_Weight
## 1137    Sometimes Public_Transportation Overweight_Level_II
## 508     Sometimes Public_Transportation Insufficient_Weight
## 206    Frequently Public_Transportation      Obesity_Type_I
## 29      Sometimes Public_Transportation       Normal_Weight
## 11      Sometimes Public_Transportation      Obesity_Type_I
## 693     Sometimes Public_Transportation Insufficient_Weight
## 484            no Public_Transportation  Overweight_Level_I
## 1880    Sometimes Public_Transportation    Obesity_Type_III
## 438     Sometimes               Walking       Normal_Weight
## 300     Sometimes Public_Transportation  Overweight_Level_I
## 1101    Sometimes Public_Transportation Overweight_Level_II
## 2007.1  Sometimes Public_Transportation    Obesity_Type_III
## 605     Sometimes Public_Transportation Insufficient_Weight
## 833     Sometimes Public_Transportation  Overweight_Level_I
## 689     Sometimes Public_Transportation Insufficient_Weight
## 1544    Sometimes Public_Transportation     Obesity_Type_II
## 497     Sometimes Public_Transportation Insufficient_Weight
## 987     Sometimes Public_Transportation Overweight_Level_II
## 597            no            Automobile Insufficient_Weight
## 1797           no Public_Transportation     Obesity_Type_II
## 1912    Sometimes Public_Transportation    Obesity_Type_III
## 1141    Sometimes Public_Transportation Overweight_Level_II
## 1685    Sometimes Public_Transportation     Obesity_Type_II
## 1380   Frequently            Automobile      Obesity_Type_I
## 1224    Sometimes            Automobile      Obesity_Type_I
## 1529    Sometimes Public_Transportation     Obesity_Type_II
## 13      Sometimes Public_Transportation       Normal_Weight
## 960            no Public_Transportation  Overweight_Level_I
## 2077    Sometimes Public_Transportation    Obesity_Type_III
## 468.1          no            Automobile       Normal_Weight
## 121            no               Walking  Overweight_Level_I
## 1104.1         no Public_Transportation Overweight_Level_II
## 1523    Sometimes Public_Transportation     Obesity_Type_II
## 296            no               Walking       Normal_Weight
## 664     Sometimes Public_Transportation Insufficient_Weight
## 565            no            Automobile Insufficient_Weight
## 1225           no Public_Transportation      Obesity_Type_I
## 12      Sometimes Public_Transportation Overweight_Level_II
## 1198           no            Automobile Overweight_Level_II
## 1065    Sometimes Public_Transportation Overweight_Level_II
## 1546    Sometimes Public_Transportation     Obesity_Type_II
## 999     Sometimes Public_Transportation Overweight_Level_II
## 1593           no Public_Transportation     Obesity_Type_II
## 1532    Sometimes Public_Transportation     Obesity_Type_II
## 1869    Sometimes Public_Transportation    Obesity_Type_III
## 914     Sometimes Public_Transportation  Overweight_Level_I
## 272     Sometimes Public_Transportation       Normal_Weight
## 1156    Sometimes Public_Transportation Overweight_Level_II
## 808            no            Automobile  Overweight_Level_I
## 1243    Sometimes            Automobile      Obesity_Type_I
## 178     Sometimes Public_Transportation       Normal_Weight
## 821     Sometimes            Automobile  Overweight_Level_I
## 890    Frequently Public_Transportation  Overweight_Level_I
## 864     Sometimes            Automobile  Overweight_Level_I
## 2062    Sometimes Public_Transportation    Obesity_Type_III
## 1830    Sometimes Public_Transportation    Obesity_Type_III
## 1538           no Public_Transportation     Obesity_Type_II
## 1322           no Public_Transportation      Obesity_Type_I
## 808.1          no            Automobile  Overweight_Level_I
## 1284           no Public_Transportation      Obesity_Type_I
## 473            no Public_Transportation Overweight_Level_II
## 1735    Sometimes            Automobile     Obesity_Type_II
## 1219    Sometimes Public_Transportation      Obesity_Type_I
## 721            no Public_Transportation Insufficient_Weight
## 1991    Sometimes Public_Transportation    Obesity_Type_III
## 92     Frequently Public_Transportation       Normal_Weight
## 27         Always               Walking       Normal_Weight
## 1525    Sometimes Public_Transportation     Obesity_Type_II
## 1617    Sometimes Public_Transportation     Obesity_Type_II
## 1254    Sometimes Public_Transportation      Obesity_Type_I
## 950     Sometimes Public_Transportation  Overweight_Level_I
## 1911    Sometimes Public_Transportation    Obesity_Type_III
## 271     Sometimes Public_Transportation      Obesity_Type_I
## 947     Sometimes Public_Transportation  Overweight_Level_I
## 1994    Sometimes Public_Transportation    Obesity_Type_III
## 462            no Public_Transportation      Obesity_Type_I
## 933     Sometimes Public_Transportation  Overweight_Level_I
## 894            no            Automobile  Overweight_Level_I
## 1478    Sometimes Public_Transportation      Obesity_Type_I
## 1603    Sometimes            Automobile     Obesity_Type_II
## 502     Sometimes Public_Transportation    Obesity_Type_III
## 937     Sometimes Public_Transportation  Overweight_Level_I
## 366     Sometimes             Motorbike       Normal_Weight
## 496            no             Motorbike       Normal_Weight
## 337            no Public_Transportation       Normal_Weight
## 283            no Public_Transportation       Normal_Weight
## 1195    Sometimes Public_Transportation Overweight_Level_II
## 586     Sometimes Public_Transportation Insufficient_Weight
## 832     Sometimes Public_Transportation  Overweight_Level_I
## 1249    Sometimes Public_Transportation      Obesity_Type_I
## 1945    Sometimes Public_Transportation    Obesity_Type_III
## 639.1          no            Automobile Insufficient_Weight
## 1350    Sometimes Public_Transportation      Obesity_Type_I
## 311            no Public_Transportation Insufficient_Weight
## 1832    Sometimes Public_Transportation    Obesity_Type_III
## 1630           no Public_Transportation     Obesity_Type_II
## 1044    Sometimes Public_Transportation Overweight_Level_II
## 529     Sometimes Public_Transportation Insufficient_Weight
## 501     Sometimes Public_Transportation    Obesity_Type_III
## 1498           no Public_Transportation      Obesity_Type_I
## 640     Sometimes Public_Transportation Insufficient_Weight
## 1002    Sometimes Public_Transportation Overweight_Level_II
## 1590    Sometimes            Automobile     Obesity_Type_II
## 2074    Sometimes Public_Transportation    Obesity_Type_III
## 5       Sometimes Public_Transportation Overweight_Level_II
## 975    Frequently Public_Transportation  Overweight_Level_I
## 1124    Sometimes Public_Transportation Overweight_Level_II
## 489     Sometimes               Walking       Normal_Weight
## 1617.1  Sometimes Public_Transportation     Obesity_Type_II
## 1946    Sometimes Public_Transportation    Obesity_Type_III
## 1162           no Public_Transportation Overweight_Level_II
## 1763    Sometimes            Automobile     Obesity_Type_II
## 327     Sometimes Public_Transportation       Normal_Weight
## 1729    Sometimes Public_Transportation     Obesity_Type_II
## 1834    Sometimes Public_Transportation    Obesity_Type_III
## 1981    Sometimes Public_Transportation    Obesity_Type_III
## 1517           no Public_Transportation     Obesity_Type_II
## 581            no            Automobile Insufficient_Weight
## 812     Sometimes Public_Transportation  Overweight_Level_I
## 9      Frequently Public_Transportation       Normal_Weight
## 1284.1         no Public_Transportation      Obesity_Type_I
## 246     Sometimes            Automobile Insufficient_Weight
## 246.1   Sometimes            Automobile Insufficient_Weight
## 1643    Sometimes            Automobile     Obesity_Type_II
## 142    Frequently Public_Transportation       Normal_Weight
## 2071    Sometimes Public_Transportation    Obesity_Type_III
## 1527    Sometimes            Automobile     Obesity_Type_II
## 1630.1         no Public_Transportation     Obesity_Type_II
## 197     Sometimes                  Bike       Normal_Weight
## 1063           no            Automobile Overweight_Level_II
## 1235    Sometimes            Automobile      Obesity_Type_I
## 96     Frequently Public_Transportation       Normal_Weight
## 1407           no Public_Transportation      Obesity_Type_I
## 1147    Sometimes Public_Transportation Overweight_Level_II
## 1312    Sometimes            Automobile      Obesity_Type_I
## 1870    Sometimes Public_Transportation    Obesity_Type_III
## 1934    Sometimes Public_Transportation    Obesity_Type_III
## 1061           no            Automobile Overweight_Level_II
## 1515           no            Automobile     Obesity_Type_II
## 502.1   Sometimes Public_Transportation    Obesity_Type_III
## 1283   Frequently            Automobile      Obesity_Type_I
## 1121    Sometimes Public_Transportation Overweight_Level_II
## 1262    Sometimes Public_Transportation      Obesity_Type_I
## 1711           no Public_Transportation     Obesity_Type_II
## 212            no Public_Transportation       Normal_Weight
## 1660    Sometimes Public_Transportation     Obesity_Type_II
## 1908    Sometimes Public_Transportation    Obesity_Type_III
## 282     Sometimes Public_Transportation       Normal_Weight
## 226     Sometimes               Walking     Obesity_Type_II
## 727     Sometimes Public_Transportation Insufficient_Weight
## 2031    Sometimes Public_Transportation    Obesity_Type_III
## 1793           no Public_Transportation     Obesity_Type_II
## 674     Sometimes Public_Transportation Insufficient_Weight
## 288            no Public_Transportation       Normal_Weight
## 1112    Sometimes Public_Transportation Overweight_Level_II
## 1960    Sometimes Public_Transportation    Obesity_Type_III
## 1929    Sometimes Public_Transportation    Obesity_Type_III
## 758     Sometimes Public_Transportation  Overweight_Level_I
## 1469           no Public_Transportation      Obesity_Type_I
## 1131           no Public_Transportation Overweight_Level_II
## 1489    Sometimes            Automobile      Obesity_Type_I
## 1731.1  Sometimes Public_Transportation     Obesity_Type_II
## 1940    Sometimes Public_Transportation    Obesity_Type_III
## 1337.1  Sometimes Public_Transportation      Obesity_Type_I
## 1767    Sometimes Public_Transportation     Obesity_Type_II
## 1897    Sometimes Public_Transportation    Obesity_Type_III
## 1566    Sometimes Public_Transportation     Obesity_Type_II
## 294            no Public_Transportation       Normal_Weight
## 1108           no            Automobile Overweight_Level_II
## 629            no            Automobile Insufficient_Weight
## 2073    Sometimes Public_Transportation    Obesity_Type_III
## 228     Sometimes Public_Transportation       Normal_Weight
## 1956    Sometimes Public_Transportation    Obesity_Type_III
## 872     Sometimes            Automobile  Overweight_Level_I
## 1406           no Public_Transportation      Obesity_Type_I
## 1711.1         no Public_Transportation     Obesity_Type_II
## 423     Sometimes                  Bike       Normal_Weight
## 141     Sometimes Public_Transportation Insufficient_Weight
## 395            no Public_Transportation       Normal_Weight
## 1638    Sometimes            Automobile     Obesity_Type_II
## 1772    Sometimes Public_Transportation     Obesity_Type_II
## 554     Sometimes Public_Transportation Insufficient_Weight
## 594            no            Automobile Insufficient_Weight
## 390            no Public_Transportation  Overweight_Level_I
## 1929.1  Sometimes Public_Transportation    Obesity_Type_III
## 266     Sometimes Public_Transportation Insufficient_Weight
## 1136           no Public_Transportation Overweight_Level_II
## 1178    Sometimes Public_Transportation Overweight_Level_II
## 135     Sometimes            Automobile      Obesity_Type_I
## 2053    Sometimes Public_Transportation    Obesity_Type_III
## 607     Sometimes Public_Transportation Insufficient_Weight
## 860     Sometimes Public_Transportation  Overweight_Level_I
## 1203    Sometimes Public_Transportation Overweight_Level_II
## 580            no            Automobile Insufficient_Weight
## 1815    Sometimes Public_Transportation    Obesity_Type_III
## 1237           no Public_Transportation      Obesity_Type_I
## 27.1       Always               Walking       Normal_Weight
## 913     Sometimes Public_Transportation  Overweight_Level_I
## 1580    Sometimes Public_Transportation     Obesity_Type_II
## 684     Sometimes Public_Transportation Insufficient_Weight
## 441            no            Automobile       Normal_Weight
## 304     Sometimes Public_Transportation       Normal_Weight
## 1623           no Public_Transportation     Obesity_Type_II
## 1930    Sometimes Public_Transportation    Obesity_Type_III
## 949     Sometimes            Automobile  Overweight_Level_I
## 1607    Sometimes Public_Transportation     Obesity_Type_II
## 1817    Sometimes Public_Transportation    Obesity_Type_III
## 112            no Public_Transportation       Normal_Weight
## 754     Sometimes Public_Transportation  Overweight_Level_I
## 918     Sometimes            Automobile  Overweight_Level_I
## 1532.1  Sometimes Public_Transportation     Obesity_Type_II
## 271.1   Sometimes Public_Transportation      Obesity_Type_I
## 473.1          no Public_Transportation Overweight_Level_II
## 500     Sometimes Public_Transportation    Obesity_Type_III
## 1844    Sometimes Public_Transportation    Obesity_Type_III
## 737     Sometimes Public_Transportation Insufficient_Weight
## 211            no Public_Transportation     Obesity_Type_II
## 108     Sometimes            Automobile  Overweight_Level_I
## 1437    Sometimes Public_Transportation      Obesity_Type_I
## 323     Sometimes Public_Transportation Insufficient_Weight
## 2049    Sometimes Public_Transportation    Obesity_Type_III
## 1106    Sometimes Public_Transportation Overweight_Level_II
## 964     Sometimes Public_Transportation  Overweight_Level_I
## 1292           no Public_Transportation      Obesity_Type_I
## 118            no Public_Transportation Overweight_Level_II
## 1232    Sometimes            Automobile      Obesity_Type_I
## 1306           no            Automobile      Obesity_Type_I
## 509     Sometimes Public_Transportation Insufficient_Weight
## 1183           no Public_Transportation Overweight_Level_II
## 539     Sometimes Public_Transportation Insufficient_Weight
## 1835    Sometimes Public_Transportation    Obesity_Type_III
## 650            no Public_Transportation Insufficient_Weight
## 952     Sometimes Public_Transportation  Overweight_Level_I
## 47      Sometimes Public_Transportation       Normal_Weight
## 319     Sometimes Public_Transportation       Normal_Weight
## 776            no Public_Transportation  Overweight_Level_I
## 1383    Sometimes            Automobile      Obesity_Type_I
## 734     Sometimes Public_Transportation Insufficient_Weight
## 306     Sometimes Public_Transportation     Obesity_Type_II
## 1745    Sometimes Public_Transportation     Obesity_Type_II
## 1978    Sometimes Public_Transportation    Obesity_Type_III
## 1510           no Public_Transportation      Obesity_Type_I
## 1506           no Public_Transportation      Obesity_Type_I
## 197.1   Sometimes                  Bike       Normal_Weight
## 549     Sometimes Public_Transportation Insufficient_Weight
## 2007.2  Sometimes Public_Transportation    Obesity_Type_III
## 1311    Sometimes            Automobile      Obesity_Type_I
## 68     Frequently            Automobile      Obesity_Type_I
## 479     Sometimes Public_Transportation       Normal_Weight
## 494     Sometimes             Motorbike       Normal_Weight
## 2107    Sometimes Public_Transportation    Obesity_Type_III
## 1111    Sometimes Public_Transportation Overweight_Level_II
## 2029    Sometimes Public_Transportation    Obesity_Type_III
## 1662    Sometimes Public_Transportation     Obesity_Type_II
## 280     Sometimes Public_Transportation Insufficient_Weight
## 901     Sometimes Public_Transportation  Overweight_Level_I
## 1320    Sometimes            Automobile      Obesity_Type_I
## 1700           no            Automobile     Obesity_Type_II
## 1789    Sometimes Public_Transportation     Obesity_Type_II
## 1566.1  Sometimes Public_Transportation     Obesity_Type_II
## 2027    Sometimes Public_Transportation    Obesity_Type_III
## 1493           no Public_Transportation      Obesity_Type_I
## 1190    Sometimes Public_Transportation Overweight_Level_II
## 1776    Sometimes            Automobile     Obesity_Type_II
## 2099    Sometimes Public_Transportation    Obesity_Type_III
## 647            no Public_Transportation Insufficient_Weight
## 317            no            Automobile       Normal_Weight
## 637     Sometimes Public_Transportation Insufficient_Weight
## 77             no Public_Transportation Insufficient_Weight
## 680            no Public_Transportation Insufficient_Weight
## 1900    Sometimes Public_Transportation    Obesity_Type_III
## 281     Sometimes Public_Transportation       Normal_Weight
## 652            no Public_Transportation Insufficient_Weight
## 1559.1  Sometimes            Automobile     Obesity_Type_II
## 1177           no Public_Transportation Overweight_Level_II
## 815     Sometimes Public_Transportation  Overweight_Level_I
## 1205           no            Automobile Overweight_Level_II
## 488            no             Motorbike      Obesity_Type_I
## 480     Sometimes Public_Transportation       Normal_Weight
## 1802    Sometimes Public_Transportation    Obesity_Type_III
## 326     Sometimes Public_Transportation       Normal_Weight
## 2030    Sometimes Public_Transportation    Obesity_Type_III
## 1551    Sometimes Public_Transportation     Obesity_Type_II
## 1827    Sometimes Public_Transportation    Obesity_Type_III
## 1261    Sometimes Public_Transportation      Obesity_Type_I
## 1531    Sometimes            Automobile     Obesity_Type_II
## 1746    Sometimes Public_Transportation     Obesity_Type_II
## 1045    Sometimes Public_Transportation Overweight_Level_II
## 307     Sometimes Public_Transportation       Normal_Weight
## 1731.2  Sometimes Public_Transportation     Obesity_Type_II
## 1115           no            Automobile Overweight_Level_II
## 1891    Sometimes Public_Transportation    Obesity_Type_III
## 1787    Sometimes Public_Transportation     Obesity_Type_II
## 1634    Sometimes            Automobile     Obesity_Type_II
## 418    Frequently Public_Transportation Overweight_Level_II
## 1640    Sometimes Public_Transportation     Obesity_Type_II
## 621     Sometimes Public_Transportation Insufficient_Weight
## 1481    Sometimes Public_Transportation      Obesity_Type_I
## 866     Sometimes Public_Transportation  Overweight_Level_I
## 1046    Sometimes            Automobile Overweight_Level_II
## 243            no            Automobile       Normal_Weight
## 1231           no Public_Transportation      Obesity_Type_I
## 645            no            Automobile Insufficient_Weight
## 1035           no            Automobile Overweight_Level_II
## 1361    Sometimes            Automobile      Obesity_Type_I
## 438.1   Sometimes               Walking       Normal_Weight
## 677     Sometimes Public_Transportation Insufficient_Weight
## 1674           no Public_Transportation     Obesity_Type_II
## 585            no Public_Transportation Insufficient_Weight
## 467            no            Automobile       Normal_Weight
## 1536    Sometimes            Automobile     Obesity_Type_II
## 1095           no Public_Transportation Overweight_Level_II
## 71             no Public_Transportation Overweight_Level_II
## 1809    Sometimes Public_Transportation    Obesity_Type_III
## 897     Sometimes Public_Transportation  Overweight_Level_I
## 1112.1  Sometimes Public_Transportation Overweight_Level_II
## 1575    Sometimes Public_Transportation     Obesity_Type_II
## 817     Sometimes Public_Transportation  Overweight_Level_I
## 519            no Public_Transportation Insufficient_Weight
## 1458    Sometimes Public_Transportation      Obesity_Type_I
## 1697    Sometimes Public_Transportation     Obesity_Type_II
## 1300           no Public_Transportation      Obesity_Type_I
## 1273    Sometimes            Automobile      Obesity_Type_I
## 403     Sometimes               Walking Overweight_Level_II
## 449     Sometimes Public_Transportation     Obesity_Type_II
## 1184           no            Automobile Overweight_Level_II
## 868            no Public_Transportation  Overweight_Level_I
## 1424   Frequently            Automobile      Obesity_Type_I
## 892     Sometimes Public_Transportation  Overweight_Level_I
## 401            no Public_Transportation  Overweight_Level_I
## 1160.1         no            Automobile Overweight_Level_II
## 77.1           no Public_Transportation Insufficient_Weight
## 1314           no Public_Transportation      Obesity_Type_I
## 995.1   Sometimes Public_Transportation Overweight_Level_II
## 1255           no Public_Transportation      Obesity_Type_I
## 1318           no Public_Transportation      Obesity_Type_I
## 748            no            Automobile  Overweight_Level_I
## 534     Sometimes            Automobile Insufficient_Weight
## 70      Sometimes Public_Transportation       Normal_Weight
## 896     Sometimes Public_Transportation  Overweight_Level_I
## 148     Sometimes            Automobile      Obesity_Type_I
## 1443    Sometimes            Automobile      Obesity_Type_I
## 626     Sometimes Public_Transportation Insufficient_Weight
## 1496    Sometimes            Automobile      Obesity_Type_I
## 1735.1  Sometimes            Automobile     Obesity_Type_II
## 1216           no            Automobile      Obesity_Type_I
## 1987    Sometimes Public_Transportation    Obesity_Type_III
## 1022           no Public_Transportation Overweight_Level_II
## 247     Sometimes Public_Transportation       Normal_Weight
## 873     Sometimes            Automobile  Overweight_Level_I
## 1107           no            Automobile Overweight_Level_II
## 1442    Sometimes            Automobile      Obesity_Type_I
## 1621    Sometimes Public_Transportation     Obesity_Type_II
## 1319           no Public_Transportation      Obesity_Type_I
## 1647    Sometimes Public_Transportation     Obesity_Type_II
## 653            no Public_Transportation Insufficient_Weight
## 1935    Sometimes Public_Transportation    Obesity_Type_III
## 253    Frequently            Automobile Overweight_Level_II
## 1415    Sometimes            Automobile      Obesity_Type_I
## 544            no Public_Transportation Insufficient_Weight
## 663     Sometimes Public_Transportation Insufficient_Weight
## 228.1   Sometimes Public_Transportation       Normal_Weight
## 1693    Sometimes            Automobile     Obesity_Type_II
## 2011    Sometimes Public_Transportation    Obesity_Type_III
## 325     Sometimes Public_Transportation  Overweight_Level_I
## 2002    Sometimes Public_Transportation    Obesity_Type_III
## 347            no Public_Transportation       Normal_Weight
## 564     Sometimes Public_Transportation Insufficient_Weight
## 1083    Sometimes Public_Transportation Overweight_Level_II
## 1248           no Public_Transportation      Obesity_Type_I
## 2101    Sometimes Public_Transportation    Obesity_Type_III
## 412     Sometimes Public_Transportation  Overweight_Level_I
## 1711.2         no Public_Transportation     Obesity_Type_II
## 898     Sometimes            Automobile  Overweight_Level_I
## 1595    Sometimes Public_Transportation     Obesity_Type_II
## 1661    Sometimes Public_Transportation     Obesity_Type_II
## 1601           no Public_Transportation     Obesity_Type_II
## 778     Sometimes            Automobile  Overweight_Level_I
## 615     Sometimes Public_Transportation Insufficient_Weight
## 1888    Sometimes Public_Transportation    Obesity_Type_III
## 1020           no Public_Transportation Overweight_Level_II
## 1507           no Public_Transportation      Obesity_Type_I
## 679     Sometimes Public_Transportation Insufficient_Weight
## 856     Sometimes Public_Transportation  Overweight_Level_I
## 496.1          no             Motorbike       Normal_Weight
## 213            no Public_Transportation Overweight_Level_II
## 1031    Sometimes            Automobile Overweight_Level_II
## 410     Sometimes Public_Transportation       Normal_Weight
## 1899    Sometimes Public_Transportation    Obesity_Type_III
## 1888.1  Sometimes Public_Transportation    Obesity_Type_III
## 401.1          no Public_Transportation  Overweight_Level_I
## 1700.1         no            Automobile     Obesity_Type_II
## 642     Sometimes Public_Transportation Insufficient_Weight
## 1537    Sometimes            Automobile     Obesity_Type_II
## 790     Sometimes            Automobile  Overweight_Level_I
## 1462    Sometimes Public_Transportation      Obesity_Type_I
## 1342    Sometimes Public_Transportation      Obesity_Type_I
## 1661.1  Sometimes Public_Transportation     Obesity_Type_II
## 509.1   Sometimes Public_Transportation Insufficient_Weight
## 1761    Sometimes            Automobile     Obesity_Type_II
## 1525.1  Sometimes Public_Transportation     Obesity_Type_II
## 909     Sometimes Public_Transportation  Overweight_Level_I
## 122    Frequently Public_Transportation Overweight_Level_II
## 1561    Sometimes Public_Transportation     Obesity_Type_II
## 197.2   Sometimes                  Bike       Normal_Weight
## 1469.1         no Public_Transportation      Obesity_Type_I
## 1162.1         no Public_Transportation Overweight_Level_II
## 1244    Sometimes            Automobile      Obesity_Type_I
## 1554    Sometimes Public_Transportation     Obesity_Type_II
## 761     Sometimes            Automobile  Overweight_Level_I
## 711     Sometimes Public_Transportation Insufficient_Weight
## 702            no            Automobile Insufficient_Weight
## 1779    Sometimes            Automobile     Obesity_Type_II
## 1723           no            Automobile     Obesity_Type_II
## 1350.1  Sometimes Public_Transportation      Obesity_Type_I
## 340    Frequently Public_Transportation Insufficient_Weight
## 171     Sometimes Public_Transportation Overweight_Level_II
## 1254.1  Sometimes Public_Transportation      Obesity_Type_I
## 618     Sometimes            Automobile Insufficient_Weight
## 1486           no Public_Transportation      Obesity_Type_I
## 611            no Public_Transportation Insufficient_Weight
## 265     Sometimes            Automobile       Normal_Weight
## 349            no               Walking       Normal_Weight
## 275     Sometimes Public_Transportation       Normal_Weight
## 1571    Sometimes Public_Transportation     Obesity_Type_II
## 955     Sometimes Public_Transportation  Overweight_Level_I
## 890.1  Frequently Public_Transportation  Overweight_Level_I
## 856.1   Sometimes Public_Transportation  Overweight_Level_I
## 121.1          no               Walking  Overweight_Level_I
## 125            no Public_Transportation Overweight_Level_II
## 521            no Public_Transportation Insufficient_Weight
## 498     Sometimes Public_Transportation       Normal_Weight
## 265.1   Sometimes            Automobile       Normal_Weight
## 1352    Sometimes            Automobile      Obesity_Type_I
## 1703           no Public_Transportation     Obesity_Type_II
## 442            no Public_Transportation       Normal_Weight
## 1068           no            Automobile Overweight_Level_II
## 277            no Public_Transportation Insufficient_Weight
## 744.1   Sometimes Public_Transportation Insufficient_Weight
## 1658           no Public_Transportation     Obesity_Type_II
## 126    Frequently Public_Transportation  Overweight_Level_I
## 1297    Sometimes            Automobile      Obesity_Type_I
## 434     Sometimes Public_Transportation       Normal_Weight
## 1875    Sometimes Public_Transportation    Obesity_Type_III
## 237            no            Automobile       Normal_Weight
## 1690    Sometimes Public_Transportation     Obesity_Type_II
## 1333           no Public_Transportation      Obesity_Type_I
## 688            no Public_Transportation Insufficient_Weight
## 1199    Sometimes Public_Transportation Overweight_Level_II
## 1546.1  Sometimes Public_Transportation     Obesity_Type_II
## 1156.1  Sometimes Public_Transportation Overweight_Level_II
## 2074.1  Sometimes Public_Transportation    Obesity_Type_III
## 94             no               Walking       Normal_Weight
## 211.1          no Public_Transportation     Obesity_Type_II
## 846     Sometimes Public_Transportation  Overweight_Level_I
## 959     Sometimes Public_Transportation  Overweight_Level_I
## 675     Sometimes Public_Transportation Insufficient_Weight
## 1522    Sometimes Public_Transportation     Obesity_Type_II
## 1828    Sometimes Public_Transportation    Obesity_Type_III
## 1279           no Public_Transportation      Obesity_Type_I
## 347.1          no Public_Transportation       Normal_Weight
## 824     Sometimes Public_Transportation  Overweight_Level_I
## 1673           no Public_Transportation     Obesity_Type_II
## 111     Sometimes Public_Transportation       Normal_Weight
## 2035    Sometimes Public_Transportation    Obesity_Type_III
## 267     Sometimes Public_Transportation Insufficient_Weight
## 192     Sometimes Public_Transportation  Overweight_Level_I
## 629.1          no            Automobile Insufficient_Weight
## 416            no               Walking       Normal_Weight
## 190            no Public_Transportation       Normal_Weight
## 783     Sometimes            Automobile  Overweight_Level_I
## 1759    Sometimes Public_Transportation     Obesity_Type_II
## 1470           no Public_Transportation      Obesity_Type_I
## 679.1   Sometimes Public_Transportation Insufficient_Weight
## 87             no Public_Transportation       Normal_Weight
## 364     Sometimes Public_Transportation       Normal_Weight
## 1435           no Public_Transportation      Obesity_Type_I
## 1001    Sometimes Public_Transportation Overweight_Level_II
## 729            no            Automobile Insufficient_Weight
## 1076           no Public_Transportation Overweight_Level_II
## 1822    Sometimes Public_Transportation    Obesity_Type_III
## 112.1          no Public_Transportation       Normal_Weight
## 312            no Public_Transportation       Normal_Weight
## 1760    Sometimes            Automobile     Obesity_Type_II
## 565.1          no            Automobile Insufficient_Weight
## 24      Sometimes Public_Transportation      Obesity_Type_I
## 1135           no Public_Transportation Overweight_Level_II
## 1295           no Public_Transportation      Obesity_Type_I
## 1333.1         no Public_Transportation      Obesity_Type_I
## 758.1   Sometimes Public_Transportation  Overweight_Level_I
## 355            no Public_Transportation       Normal_Weight
## 1933    Sometimes Public_Transportation    Obesity_Type_III
## 1537.1  Sometimes            Automobile     Obesity_Type_II
## 296.1          no               Walking       Normal_Weight
## 1793.1         no Public_Transportation     Obesity_Type_II
## 1891.1  Sometimes Public_Transportation    Obesity_Type_III
## 722     Sometimes Public_Transportation Insufficient_Weight
## 46             no Public_Transportation Overweight_Level_II
## 756     Sometimes Public_Transportation  Overweight_Level_I
## 1448           no Public_Transportation      Obesity_Type_I
## 1467    Sometimes Public_Transportation      Obesity_Type_I
## 512            no Public_Transportation Insufficient_Weight
## 485            no            Automobile Overweight_Level_II
## 597.1          no            Automobile Insufficient_Weight
## 283.1          no Public_Transportation       Normal_Weight
## 344            no Public_Transportation       Normal_Weight
## 1112.2  Sometimes Public_Transportation Overweight_Level_II
## 952.1   Sometimes Public_Transportation  Overweight_Level_I
## 1668    Sometimes            Automobile     Obesity_Type_II
## 982     Sometimes               Walking Overweight_Level_II
## 89             no            Automobile       Normal_Weight
## 1954    Sometimes Public_Transportation    Obesity_Type_III
## 587     Sometimes Public_Transportation Insufficient_Weight
## 2001    Sometimes Public_Transportation    Obesity_Type_III
## 1075    Sometimes Public_Transportation Overweight_Level_II
## 365     Sometimes Public_Transportation  Overweight_Level_I
## 1042           no            Automobile Overweight_Level_II
## 120     Sometimes            Automobile Overweight_Level_II
## 1523.1  Sometimes Public_Transportation     Obesity_Type_II
## 1396           no Public_Transportation      Obesity_Type_I
## 108.1   Sometimes            Automobile  Overweight_Level_I
## 642.1   Sometimes Public_Transportation Insufficient_Weight
## 1048    Sometimes Public_Transportation Overweight_Level_II
## 1754    Sometimes Public_Transportation     Obesity_Type_II
## 1450           no Public_Transportation      Obesity_Type_I
## 1              no Public_Transportation       Normal_Weight
## 1250    Sometimes Public_Transportation      Obesity_Type_I
## 618.1   Sometimes            Automobile Insufficient_Weight
## 1598           no Public_Transportation     Obesity_Type_II
## 12.1    Sometimes Public_Transportation Overweight_Level_II
## 1180           no            Automobile Overweight_Level_II
## 593            no            Automobile Insufficient_Weight
## 1083.1  Sometimes Public_Transportation Overweight_Level_II
## 598     Sometimes Public_Transportation Insufficient_Weight
## 423.1   Sometimes                  Bike       Normal_Weight
## 614     Sometimes Public_Transportation Insufficient_Weight
## 2067    Sometimes Public_Transportation    Obesity_Type_III
## 1013   Frequently Public_Transportation Overweight_Level_II
## 309     Sometimes Public_Transportation       Normal_Weight
## 1234           no Public_Transportation      Obesity_Type_I
## 1268    Sometimes            Automobile      Obesity_Type_I
## 225            no Public_Transportation      Obesity_Type_I
## 660     Sometimes Public_Transportation Insufficient_Weight
## 1384           no Public_Transportation      Obesity_Type_I
## 1954.1  Sometimes Public_Transportation    Obesity_Type_III
## 452            no Public_Transportation       Normal_Weight
## 308     Sometimes Public_Transportation       Normal_Weight
## 1883    Sometimes Public_Transportation    Obesity_Type_III
## 1463    Sometimes Public_Transportation      Obesity_Type_I
## 403.1   Sometimes               Walking Overweight_Level_II
## 345     Sometimes Public_Transportation    Obesity_Type_III
## 1885    Sometimes Public_Transportation    Obesity_Type_III
## 1458.1  Sometimes Public_Transportation      Obesity_Type_I
## 1951    Sometimes Public_Transportation    Obesity_Type_III
## 1872    Sometimes Public_Transportation    Obesity_Type_III
## 1110    Sometimes            Automobile Overweight_Level_II
## 244     Sometimes            Automobile Overweight_Level_II
## 659     Sometimes Public_Transportation Insufficient_Weight
## 2070    Sometimes Public_Transportation    Obesity_Type_III
## 639.2          no            Automobile Insufficient_Weight
## 1424.1 Frequently            Automobile      Obesity_Type_I
## 988     Sometimes            Automobile Overweight_Level_II
## 1932    Sometimes Public_Transportation    Obesity_Type_III
## 527     Sometimes Public_Transportation Insufficient_Weight
## 1889    Sometimes Public_Transportation    Obesity_Type_III
## 865     Sometimes Public_Transportation  Overweight_Level_I
## 1715    Sometimes            Automobile     Obesity_Type_II
## 381            no             Motorbike Overweight_Level_II
## 867     Sometimes Public_Transportation  Overweight_Level_I
## 1608    Sometimes            Automobile     Obesity_Type_II
## 1237.1         no Public_Transportation      Obesity_Type_I
## 823     Sometimes Public_Transportation  Overweight_Level_I
## 1471           no Public_Transportation      Obesity_Type_I
## 318            no Public_Transportation       Normal_Weight
## 784     Sometimes Public_Transportation  Overweight_Level_I
## 1455    Sometimes Public_Transportation      Obesity_Type_I
## 1678    Sometimes Public_Transportation     Obesity_Type_II
## 1575.1  Sometimes Public_Transportation     Obesity_Type_II
## 1729.1  Sometimes Public_Transportation     Obesity_Type_II
## 1390    Sometimes Public_Transportation      Obesity_Type_I
## 1441    Sometimes            Automobile      Obesity_Type_I
## 1966    Sometimes Public_Transportation    Obesity_Type_III
## 324     Sometimes            Automobile       Normal_Weight
## 1051    Sometimes Public_Transportation Overweight_Level_II
## 74      Sometimes                  Bike       Normal_Weight
## 1756    Sometimes Public_Transportation     Obesity_Type_II
## 1789.1  Sometimes Public_Transportation     Obesity_Type_II
## 68.1   Frequently            Automobile      Obesity_Type_I
## 1705    Sometimes Public_Transportation     Obesity_Type_II
## 151     Sometimes Public_Transportation       Normal_Weight
## 1482    Sometimes            Automobile      Obesity_Type_I
## 493.1          no            Automobile Overweight_Level_II
## 464     Sometimes Public_Transportation       Normal_Weight
## 395.1          no Public_Transportation       Normal_Weight
## 1788    Sometimes Public_Transportation     Obesity_Type_II
## 371            no Public_Transportation       Normal_Weight
## 1332           no Public_Transportation      Obesity_Type_I
## 2007.3  Sometimes Public_Transportation    Obesity_Type_III
## 55             no Public_Transportation       Normal_Weight
## 758.2   Sometimes Public_Transportation  Overweight_Level_I
## 1463.1  Sometimes Public_Transportation      Obesity_Type_I
## 2049.1  Sometimes Public_Transportation    Obesity_Type_III
## 1073    Sometimes Public_Transportation Overweight_Level_II
## 123            no               Walking Insufficient_Weight
## 2110    Sometimes Public_Transportation    Obesity_Type_III
## 597.2          no            Automobile Insufficient_Weight
## 682            no Public_Transportation Insufficient_Weight
## 1977    Sometimes Public_Transportation    Obesity_Type_III
## 1823    Sometimes Public_Transportation    Obesity_Type_III
## 309.1   Sometimes Public_Transportation       Normal_Weight
## 963     Sometimes Public_Transportation  Overweight_Level_I
## 1929.2  Sometimes Public_Transportation    Obesity_Type_III
## 2085    Sometimes Public_Transportation    Obesity_Type_III
## 1597    Sometimes Public_Transportation     Obesity_Type_II
## 1945.1  Sometimes Public_Transportation    Obesity_Type_III
## 1618           no            Automobile     Obesity_Type_II
## 1656    Sometimes            Automobile     Obesity_Type_II
## 170            no            Automobile Overweight_Level_II
## 1429           no Public_Transportation      Obesity_Type_I
## 513            no Public_Transportation Insufficient_Weight
## 559            no            Automobile Insufficient_Weight
## 1967    Sometimes Public_Transportation    Obesity_Type_III
## 563     Sometimes Public_Transportation Insufficient_Weight
## 659.1   Sometimes Public_Transportation Insufficient_Weight
## 258            no Public_Transportation      Obesity_Type_I
## 876            no Public_Transportation  Overweight_Level_I
## 626.1   Sometimes Public_Transportation Insufficient_Weight
## 1821    Sometimes Public_Transportation    Obesity_Type_III
## 45             no Public_Transportation       Normal_Weight
## 1176    Sometimes            Automobile Overweight_Level_II
## 711.1   Sometimes Public_Transportation Insufficient_Weight
## 861     Sometimes Public_Transportation  Overweight_Level_I
## 1280    Sometimes Public_Transportation      Obesity_Type_I
## 2034    Sometimes Public_Transportation    Obesity_Type_III
## 122.1  Frequently Public_Transportation Overweight_Level_II
## 1659           no Public_Transportation     Obesity_Type_II
## 1112.3  Sometimes Public_Transportation Overweight_Level_II
## 1874    Sometimes Public_Transportation    Obesity_Type_III
## 972     Sometimes Public_Transportation  Overweight_Level_I
## 1306.1         no            Automobile      Obesity_Type_I
## 27.2       Always               Walking       Normal_Weight
## 687            no Public_Transportation Insufficient_Weight
## 1983    Sometimes Public_Transportation    Obesity_Type_III
## 519.1          no Public_Transportation Insufficient_Weight
## 1831    Sometimes Public_Transportation    Obesity_Type_III
## 26             no Public_Transportation       Normal_Weight
## 686            no Public_Transportation Insufficient_Weight
## 514            no Public_Transportation Insufficient_Weight
## 1650    Sometimes Public_Transportation     Obesity_Type_II
## 109            no               Walking      Obesity_Type_I
## 201     Sometimes Public_Transportation      Obesity_Type_I
## 432     Sometimes Public_Transportation       Normal_Weight
## 1458.2  Sometimes Public_Transportation      Obesity_Type_I
## 439     Sometimes            Automobile       Normal_Weight
## 861.1   Sometimes Public_Transportation  Overweight_Level_I
## 1189    Sometimes Public_Transportation Overweight_Level_II
## 1440    Sometimes            Automobile      Obesity_Type_I
## 49      Sometimes               Walking       Normal_Weight
## 1854    Sometimes Public_Transportation    Obesity_Type_III
## 762     Sometimes Public_Transportation  Overweight_Level_I
## 1420    Sometimes            Automobile      Obesity_Type_I
## 263     Sometimes Public_Transportation       Normal_Weight
## 1462.1  Sometimes Public_Transportation      Obesity_Type_I
## 1239           no Public_Transportation      Obesity_Type_I
## 1395           no Public_Transportation      Obesity_Type_I
## 1871    Sometimes Public_Transportation    Obesity_Type_III
## 1003    Sometimes Public_Transportation Overweight_Level_II
## 1091           no Public_Transportation Overweight_Level_II
## 1013.1 Frequently Public_Transportation Overweight_Level_II
## 1796           no Public_Transportation     Obesity_Type_II
## 1864    Sometimes Public_Transportation    Obesity_Type_III
## 1832.1  Sometimes Public_Transportation    Obesity_Type_III
## 979     Sometimes Public_Transportation Overweight_Level_II
## 1289    Sometimes Public_Transportation      Obesity_Type_I
## 1281    Sometimes Public_Transportation      Obesity_Type_I
## 152     Sometimes            Automobile       Normal_Weight
## 1138           no Public_Transportation Overweight_Level_II
## 1284.2         no Public_Transportation      Obesity_Type_I
## 1605           no Public_Transportation     Obesity_Type_II
## 2086    Sometimes Public_Transportation    Obesity_Type_III
## 618.2   Sometimes            Automobile Insufficient_Weight
## 1857    Sometimes Public_Transportation    Obesity_Type_III
## 1658.1         no Public_Transportation     Obesity_Type_II
## 153     Sometimes            Automobile  Overweight_Level_I
## 1626    Sometimes Public_Transportation     Obesity_Type_II
## 598.1   Sometimes Public_Transportation Insufficient_Weight
## 2016    Sometimes Public_Transportation    Obesity_Type_III
## 1318.1         no Public_Transportation      Obesity_Type_I
## 170.1          no            Automobile Overweight_Level_II
## 1138.1         no Public_Transportation Overweight_Level_II
## 740     Sometimes Public_Transportation Insufficient_Weight
## 111.1   Sometimes Public_Transportation       Normal_Weight
## 1378    Sometimes            Automobile      Obesity_Type_I
## 387            no Public_Transportation       Normal_Weight
## 206.1  Frequently Public_Transportation      Obesity_Type_I
## 1948    Sometimes Public_Transportation    Obesity_Type_III
## 1712.1  Sometimes            Automobile     Obesity_Type_II
## 1288    Sometimes Public_Transportation      Obesity_Type_I
## 1348    Sometimes Public_Transportation      Obesity_Type_I
## 1100    Sometimes Public_Transportation Overweight_Level_II
## 844     Sometimes Public_Transportation  Overweight_Level_I
## 926     Sometimes            Automobile  Overweight_Level_I
## 708     Sometimes Public_Transportation Insufficient_Weight
## 1648    Sometimes            Automobile     Obesity_Type_II
## 119     Sometimes Public_Transportation       Normal_Weight
## 45.1           no Public_Transportation       Normal_Weight
## 1774    Sometimes Public_Transportation     Obesity_Type_II
## 1683    Sometimes            Automobile     Obesity_Type_II
## 930     Sometimes Public_Transportation  Overweight_Level_I
## 1097           no            Automobile Overweight_Level_II
## 810     Sometimes Public_Transportation  Overweight_Level_I
## 1120           no            Automobile Overweight_Level_II
## 1318.2         no Public_Transportation      Obesity_Type_I
## 1422           no Public_Transportation      Obesity_Type_I
## 2020    Sometimes Public_Transportation    Obesity_Type_III
## 1672           no Public_Transportation     Obesity_Type_II
## 1377    Sometimes Public_Transportation      Obesity_Type_I
## 284     Sometimes               Walking       Normal_Weight
## 961            no Public_Transportation  Overweight_Level_I
## 1629           no            Automobile     Obesity_Type_II
## 706            no Public_Transportation Insufficient_Weight
## 1383.1  Sometimes            Automobile      Obesity_Type_I
## 1337.2  Sometimes Public_Transportation      Obesity_Type_I
## 1655    Sometimes Public_Transportation     Obesity_Type_II
## 964.1   Sometimes Public_Transportation  Overweight_Level_I
## 1608.1  Sometimes            Automobile     Obesity_Type_II
## 676     Sometimes Public_Transportation Insufficient_Weight
## 809     Sometimes Public_Transportation  Overweight_Level_I
## 560            no            Automobile Insufficient_Weight
## 1586    Sometimes Public_Transportation     Obesity_Type_II
## 1672.1         no Public_Transportation     Obesity_Type_II
## 437    Frequently            Automobile       Normal_Weight
## 1173           no            Automobile Overweight_Level_II
## 1349    Sometimes Public_Transportation      Obesity_Type_I
## 833.1   Sometimes Public_Transportation  Overweight_Level_I
## 501.1   Sometimes Public_Transportation    Obesity_Type_III
## 488.1          no             Motorbike      Obesity_Type_I
## 755    Frequently Public_Transportation  Overweight_Level_I
## 518            no Public_Transportation Insufficient_Weight
## 1095.1         no Public_Transportation Overweight_Level_II
## 1501           no            Automobile      Obesity_Type_I
## 268    Frequently            Automobile Overweight_Level_II
## 1781           no Public_Transportation     Obesity_Type_II
## 168            no               Walking Overweight_Level_II
## 1653    Sometimes Public_Transportation     Obesity_Type_II
## 1050    Sometimes Public_Transportation Overweight_Level_II
## 1609.1  Sometimes            Automobile     Obesity_Type_II
## 2087    Sometimes Public_Transportation    Obesity_Type_III
## 1256           no Public_Transportation      Obesity_Type_I
## 1549    Sometimes            Automobile     Obesity_Type_II
## 1413    Sometimes Public_Transportation      Obesity_Type_I
## 284.1   Sometimes               Walking       Normal_Weight
## 368     Sometimes Public_Transportation  Overweight_Level_I
## 457            no Public_Transportation       Normal_Weight
## 1206           no            Automobile Overweight_Level_II
## 1356    Sometimes            Automobile      Obesity_Type_I
## 255            no Public_Transportation       Normal_Weight
## 147    Frequently Public_Transportation       Normal_Weight
## 2053.1  Sometimes Public_Transportation    Obesity_Type_III
## 814     Sometimes            Automobile  Overweight_Level_I
## 392     Sometimes               Walking Insufficient_Weight
## 2044    Sometimes Public_Transportation    Obesity_Type_III
## 2080    Sometimes Public_Transportation    Obesity_Type_III
## 1162.2         no Public_Transportation Overweight_Level_II
## 1539           no Public_Transportation     Obesity_Type_II
## 1062    Sometimes Public_Transportation Overweight_Level_II
## 182     Sometimes Public_Transportation       Normal_Weight
## 639.3          no            Automobile Insufficient_Weight
## 226.1   Sometimes               Walking     Obesity_Type_II
## 675.1   Sometimes Public_Transportation Insufficient_Weight
## 744.2   Sometimes Public_Transportation Insufficient_Weight
## 1819    Sometimes Public_Transportation    Obesity_Type_III
## 1495           no Public_Transportation      Obesity_Type_I
## 970    Frequently Public_Transportation  Overweight_Level_I
## 113     Sometimes Public_Transportation       Normal_Weight
## 1408           no Public_Transportation      Obesity_Type_I
## 1770    Sometimes Public_Transportation     Obesity_Type_II
## 1465    Sometimes Public_Transportation      Obesity_Type_I
## 507     Sometimes Public_Transportation    Obesity_Type_III
## 1276           no Public_Transportation      Obesity_Type_I
## 1803    Sometimes Public_Transportation    Obesity_Type_III
## 2062.1  Sometimes Public_Transportation    Obesity_Type_III
## 555     Sometimes Public_Transportation Insufficient_Weight
## 1955    Sometimes Public_Transportation    Obesity_Type_III
## 514.1          no Public_Transportation Insufficient_Weight
## 979.1   Sometimes Public_Transportation Overweight_Level_II
## 1287           no            Automobile      Obesity_Type_I
## 1025    Sometimes Public_Transportation Overweight_Level_II
## 409     Sometimes Public_Transportation       Normal_Weight
## 312.1          no Public_Transportation       Normal_Weight
## 1157           no            Automobile Overweight_Level_II
## 1059           no Public_Transportation Overweight_Level_II
## 937.1   Sometimes Public_Transportation  Overweight_Level_I
## 1026           no            Automobile Overweight_Level_II
## 663.1   Sometimes Public_Transportation Insufficient_Weight
## 984     Sometimes            Automobile Overweight_Level_II
## 703            no            Automobile Insufficient_Weight
## 267.1   Sometimes Public_Transportation Insufficient_Weight
## 766     Sometimes            Automobile  Overweight_Level_I
## 1627    Sometimes Public_Transportation     Obesity_Type_II
## 70.1    Sometimes Public_Transportation       Normal_Weight
## 548     Sometimes Public_Transportation Insufficient_Weight
## 912     Sometimes Public_Transportation  Overweight_Level_I
## 731            no            Automobile Insufficient_Weight
## 1376    Sometimes Public_Transportation      Obesity_Type_I
## 1202    Sometimes Public_Transportation Overweight_Level_II
## 1883.1  Sometimes Public_Transportation    Obesity_Type_III
## 26.1           no Public_Transportation       Normal_Weight
## 2023    Sometimes Public_Transportation    Obesity_Type_III
## 307.1   Sometimes Public_Transportation       Normal_Weight
## 998            no Public_Transportation Overweight_Level_II
## 196     Sometimes               Walking  Overweight_Level_I
## 1927    Sometimes Public_Transportation    Obesity_Type_III
## 2061    Sometimes Public_Transportation    Obesity_Type_III
## 614.1   Sometimes Public_Transportation Insufficient_Weight
## 1992    Sometimes Public_Transportation    Obesity_Type_III
## 1144    Sometimes Public_Transportation Overweight_Level_II
## 1973    Sometimes Public_Transportation    Obesity_Type_III
## 1811    Sometimes Public_Transportation    Obesity_Type_III
## 740.1   Sometimes Public_Transportation Insufficient_Weight
## 2060    Sometimes Public_Transportation    Obesity_Type_III
## 158     Sometimes Public_Transportation       Normal_Weight
## 1877    Sometimes Public_Transportation    Obesity_Type_III
## 770     Sometimes Public_Transportation  Overweight_Level_I
## 1289.1  Sometimes Public_Transportation      Obesity_Type_I
## 163     Sometimes Public_Transportation       Normal_Weight
## 470            no Public_Transportation Insufficient_Weight
## 1035.1         no            Automobile Overweight_Level_II
## 1108.1         no            Automobile Overweight_Level_II
## 172     Sometimes Public_Transportation       Normal_Weight
## 273            no Public_Transportation       Normal_Weight
## 909.1   Sometimes Public_Transportation  Overweight_Level_I
## 1585    Sometimes Public_Transportation     Obesity_Type_II
## 246.2   Sometimes            Automobile Insufficient_Weight
## 1341    Sometimes Public_Transportation      Obesity_Type_I
## 1002.1  Sometimes Public_Transportation Overweight_Level_II
## 1000    Sometimes Public_Transportation Overweight_Level_II
## 1399           no Public_Transportation      Obesity_Type_I
## 342     Sometimes Public_Transportation       Normal_Weight
## 855     Sometimes Public_Transportation  Overweight_Level_I
## 397    Frequently            Automobile       Normal_Weight
## 214            no Public_Transportation       Normal_Weight
## 1709           no Public_Transportation     Obesity_Type_II
## 213.1          no Public_Transportation Overweight_Level_II
## 2022    Sometimes Public_Transportation    Obesity_Type_III
## 110            no Public_Transportation      Obesity_Type_I
## 1557           no Public_Transportation     Obesity_Type_II
## 23      Sometimes            Automobile       Normal_Weight
## 1000.1  Sometimes Public_Transportation Overweight_Level_II
## 459     Sometimes Public_Transportation       Normal_Weight
## 384     Sometimes            Automobile      Obesity_Type_I
## 1125           no Public_Transportation Overweight_Level_II
## 1740    Sometimes            Automobile     Obesity_Type_II
## 1931    Sometimes Public_Transportation    Obesity_Type_III
## 145     Sometimes Public_Transportation  Overweight_Level_I
## 497.1   Sometimes Public_Transportation Insufficient_Weight
## 561            no            Automobile Insufficient_Weight
## 553     Sometimes Public_Transportation Insufficient_Weight
## 113.1   Sometimes Public_Transportation       Normal_Weight
## 1911.1  Sometimes Public_Transportation    Obesity_Type_III
## 1686    Sometimes Public_Transportation     Obesity_Type_II
## 1449           no Public_Transportation      Obesity_Type_I
## 2018    Sometimes Public_Transportation    Obesity_Type_III
## 676.1   Sometimes Public_Transportation Insufficient_Weight
## 1247           no Public_Transportation      Obesity_Type_I
## 288.1          no Public_Transportation       Normal_Weight
## 652.1          no Public_Transportation Insufficient_Weight
## 198     Sometimes                  Bike     Obesity_Type_II
## 911     Sometimes            Automobile  Overweight_Level_I
## 379     Sometimes Public_Transportation       Normal_Weight
## 76             no Public_Transportation Insufficient_Weight
## 724     Sometimes Public_Transportation Insufficient_Weight
## 392.1   Sometimes               Walking Insufficient_Weight
## 1680    Sometimes            Automobile     Obesity_Type_II
## 914.1   Sometimes Public_Transportation  Overweight_Level_I
## 488.2          no             Motorbike      Obesity_Type_I
## 99      Sometimes Public_Transportation Insufficient_Weight
## 1913    Sometimes Public_Transportation    Obesity_Type_III
## 496.2          no             Motorbike       Normal_Weight
## 17      Sometimes Public_Transportation Overweight_Level_II
## 1767.1  Sometimes Public_Transportation     Obesity_Type_II
## 1916    Sometimes Public_Transportation    Obesity_Type_III
## 908            no Public_Transportation  Overweight_Level_I
## 1509           no Public_Transportation      Obesity_Type_I
## 2033    Sometimes Public_Transportation    Obesity_Type_III
## 777     Sometimes Public_Transportation  Overweight_Level_I
## 1844.1  Sometimes Public_Transportation    Obesity_Type_III
## 2027.1  Sometimes Public_Transportation    Obesity_Type_III
## 2102    Sometimes Public_Transportation    Obesity_Type_III
## 844.1   Sometimes Public_Transportation  Overweight_Level_I
## 416.1          no               Walking       Normal_Weight
## 1353    Sometimes            Automobile      Obesity_Type_I
## 626.2   Sometimes Public_Transportation Insufficient_Weight
## 1485    Sometimes            Automobile      Obesity_Type_I
## 524     Sometimes Public_Transportation Insufficient_Weight
## 875            no Public_Transportation  Overweight_Level_I
## 1150    Sometimes Public_Transportation Overweight_Level_II
## 177            no Public_Transportation       Normal_Weight
## 173.1   Sometimes Public_Transportation       Normal_Weight
## 1261.1  Sometimes Public_Transportation      Obesity_Type_I
## 1820    Sometimes Public_Transportation    Obesity_Type_III
## 1319.1         no Public_Transportation      Obesity_Type_I
## 794     Sometimes Public_Transportation  Overweight_Level_I
## 507.1   Sometimes Public_Transportation    Obesity_Type_III
## 1944    Sometimes Public_Transportation    Obesity_Type_III
## 1835.1  Sometimes Public_Transportation    Obesity_Type_III
## 862     Sometimes Public_Transportation  Overweight_Level_I
## 441.1          no            Automobile       Normal_Weight
## 1611    Sometimes Public_Transportation     Obesity_Type_II
## 297     Sometimes Public_Transportation       Normal_Weight
## 237.1          no            Automobile       Normal_Weight
## 1907    Sometimes Public_Transportation    Obesity_Type_III
## 1154    Sometimes Public_Transportation Overweight_Level_II
## 1207    Sometimes Public_Transportation Overweight_Level_II
## 1334           no Public_Transportation      Obesity_Type_I
## 1659.1         no Public_Transportation     Obesity_Type_II
## 417            no            Automobile  Overweight_Level_I
## 2032    Sometimes Public_Transportation    Obesity_Type_III
## 324.1   Sometimes            Automobile       Normal_Weight
## 2107.1  Sometimes Public_Transportation    Obesity_Type_III
## 1813    Sometimes Public_Transportation    Obesity_Type_III
## 313            no Public_Transportation       Normal_Weight
## 1634.1  Sometimes            Automobile     Obesity_Type_II
## 2057    Sometimes Public_Transportation    Obesity_Type_III
## 1731.3  Sometimes Public_Transportation     Obesity_Type_II
## 1506.1         no Public_Transportation      Obesity_Type_I
## 1555    Sometimes Public_Transportation     Obesity_Type_II
## 432.1   Sometimes Public_Transportation       Normal_Weight
## 1471.1         no Public_Transportation      Obesity_Type_I
## 1041           no            Automobile Overweight_Level_II
## 1813.1  Sometimes Public_Transportation    Obesity_Type_III
## 1793.2         no Public_Transportation     Obesity_Type_II
## 1487           no Public_Transportation      Obesity_Type_I
## 362            no Public_Transportation      Obesity_Type_I
## 1915    Sometimes Public_Transportation    Obesity_Type_III
## 1052    Sometimes Public_Transportation Overweight_Level_II
## 1575.2  Sometimes Public_Transportation     Obesity_Type_II
## 2073.1  Sometimes Public_Transportation    Obesity_Type_III
## 329     Sometimes               Walking       Normal_Weight
## 1958    Sometimes Public_Transportation    Obesity_Type_III
## 1984    Sometimes Public_Transportation    Obesity_Type_III
## 1633    Sometimes Public_Transportation     Obesity_Type_II
## 1975    Sometimes Public_Transportation    Obesity_Type_III
## 1145    Sometimes Public_Transportation Overweight_Level_II
## 922     Sometimes Public_Transportation  Overweight_Level_I
## 732            no            Automobile Insufficient_Weight
## 1433           no Public_Transportation      Obesity_Type_I
## 6       Sometimes            Automobile       Normal_Weight
## 1979    Sometimes Public_Transportation    Obesity_Type_III
## 1877.1  Sometimes Public_Transportation    Obesity_Type_III
## 667     Sometimes Public_Transportation Insufficient_Weight
## 1051.1  Sometimes Public_Transportation Overweight_Level_II
## 830     Sometimes Public_Transportation  Overweight_Level_I
## 256            no                  Bike  Overweight_Level_I
## 1765    Sometimes Public_Transportation     Obesity_Type_II
## 1585.1  Sometimes Public_Transportation     Obesity_Type_II
## 609     Sometimes Public_Transportation Insufficient_Weight
## 1067    Sometimes Public_Transportation Overweight_Level_II
## 562     Sometimes Public_Transportation Insufficient_Weight
## 1922    Sometimes Public_Transportation    Obesity_Type_III
## 331     Sometimes Public_Transportation Insufficient_Weight
## 646            no Public_Transportation Insufficient_Weight
## 1795           no Public_Transportation     Obesity_Type_II
## 275.1   Sometimes Public_Transportation       Normal_Weight
## 1758    Sometimes Public_Transportation     Obesity_Type_II
## 1045.1  Sometimes Public_Transportation Overweight_Level_II
## 1251    Sometimes Public_Transportation      Obesity_Type_I
## 283.2          no Public_Transportation       Normal_Weight
## 1202.1  Sometimes Public_Transportation Overweight_Level_II
## 1847    Sometimes Public_Transportation    Obesity_Type_III
## 1480    Sometimes Public_Transportation      Obesity_Type_I
## 800    Frequently Public_Transportation  Overweight_Level_I
## 1367           no Public_Transportation      Obesity_Type_I
## 2082    Sometimes Public_Transportation    Obesity_Type_III
## 287     Sometimes Public_Transportation       Normal_Weight
## 1736    Sometimes Public_Transportation     Obesity_Type_II
## 1641    Sometimes Public_Transportation     Obesity_Type_II
## 1747    Sometimes Public_Transportation     Obesity_Type_II
## 1328    Sometimes            Automobile      Obesity_Type_I
## 1379    Sometimes            Automobile      Obesity_Type_I
## 1957    Sometimes Public_Transportation    Obesity_Type_III
## 298            no            Automobile  Overweight_Level_I
## 40      Sometimes Public_Transportation Overweight_Level_II
## 804            no            Automobile  Overweight_Level_I
## 1562           no            Automobile     Obesity_Type_II
## 364.1   Sometimes Public_Transportation       Normal_Weight
## 1273.1  Sometimes            Automobile      Obesity_Type_I
## 1895    Sometimes Public_Transportation    Obesity_Type_III
## 887     Sometimes Public_Transportation  Overweight_Level_I
## 1252    Sometimes Public_Transportation      Obesity_Type_I
## 1325    Sometimes Public_Transportation      Obesity_Type_I
## 1544.1  Sometimes Public_Transportation     Obesity_Type_II
## 1343    Sometimes Public_Transportation      Obesity_Type_I
## 247.1   Sometimes Public_Transportation       Normal_Weight
## 735     Sometimes Public_Transportation Insufficient_Weight
## 103     Sometimes            Automobile       Normal_Weight
## 2040    Sometimes Public_Transportation    Obesity_Type_III
## 634            no            Automobile Insufficient_Weight
## 1428           no Public_Transportation      Obesity_Type_I
## 751     Sometimes Public_Transportation  Overweight_Level_I
## 1996    Sometimes Public_Transportation    Obesity_Type_III
## 1096    Sometimes Public_Transportation Overweight_Level_II
## 1344           no Public_Transportation      Obesity_Type_I
## 165     Sometimes            Automobile Overweight_Level_II
## 1171           no            Automobile Overweight_Level_II
## 1636    Sometimes Public_Transportation     Obesity_Type_II
## 1990    Sometimes Public_Transportation    Obesity_Type_III
## 344.1          no Public_Transportation       Normal_Weight
summary(sample_df$DF_11)
##     Gender               Age            Height          Weight      
##  Length:1056        Min.   :14.00   Min.   :1.456   Min.   : 39.70  
##  Class :character   1st Qu.:19.76   1st Qu.:1.630   1st Qu.: 65.00  
##  Mode  :character   Median :22.54   Median :1.704   Median : 83.74  
##                     Mean   :23.98   Mean   :1.704   Mean   : 87.11  
##                     3rd Qu.:26.00   3rd Qu.:1.774   3rd Qu.:109.92  
##                     Max.   :56.00   Max.   :1.943   Max.   :173.00  
##  family_history_with_overweight     FAVC                FCVC      
##  Length:1056                    Length:1056        Min.   :1.000  
##  Class :character               Class :character   1st Qu.:2.000  
##  Mode  :character               Mode  :character   Median :2.336  
##                                                    Mean   :2.403  
##                                                    3rd Qu.:3.000  
##                                                    Max.   :3.000  
##       NCP            CAEC              SMOKE                CH2O      
##  Min.   :1.000   Length:1056        Length:1056        Min.   :1.000  
##  1st Qu.:2.667   Class :character   Class :character   1st Qu.:1.640  
##  Median :3.000   Mode  :character   Mode  :character   Median :2.000  
##  Mean   :2.694                                         Mean   :2.016  
##  3rd Qu.:3.000                                         3rd Qu.:2.437  
##  Max.   :4.000                                         Max.   :3.000  
##      SCC                 FAF               TUE             CALC          
##  Length:1056        Min.   :0.00000   Min.   :0.0000   Length:1056       
##  Class :character   1st Qu.:0.06745   1st Qu.:0.0000   Class :character  
##  Mode  :character   Median :1.00000   Median :0.6397   Mode  :character  
##                     Mean   :0.99203   Mean   :0.6716                     
##                     3rd Qu.:1.69959   3rd Qu.:1.0000                     
##                     Max.   :3.00000   Max.   :2.0000                     
##     MTRANS           NObeyesdad       
##  Length:1056        Length:1056       
##  Class :character   Class :character  
##  Mode  :character   Mode  :character  
##                                       
##                                       
## 
continuous_columns <- sapply(sample_df$DF_11, is.numeric) 
continuous_columns
##                         Gender                            Age 
##                          FALSE                           TRUE 
##                         Height                         Weight 
##                           TRUE                           TRUE 
## family_history_with_overweight                           FAVC 
##                          FALSE                          FALSE 
##                           FCVC                            NCP 
##                           TRUE                           TRUE 
##                           CAEC                          SMOKE 
##                          FALSE                          FALSE 
##                           CH2O                            SCC 
##                           TRUE                          FALSE 
##                            FAF                            TUE 
##                           TRUE                           TRUE 
##                           CALC                         MTRANS 
##                          FALSE                          FALSE 
##                     NObeyesdad 
##                          FALSE
# Calculating summary statistics for Age in all subsamples
summary_stats <- lapply(sample_df, function(DF_11) summary(DF_11$Age))
summary_stats
## $DF_11
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   14.00   19.76   22.54   23.98   26.00   56.00 
## 
## $DF_12
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   16.00   19.97   22.85   24.38   26.00   55.02 
## 
## $DF_13
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   16.00   20.00   23.00   24.71   26.71   61.00 
## 
## $DF_14
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   16.00   19.96   22.85   24.50   26.04   55.25 
## 
## $DF_15
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   14.00   19.72   22.45   24.16   26.00   56.00 
## 
## $DF_16
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   16.00   20.00   23.00   24.56   26.00   55.25 
## 
## $DF_17
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   14.00   19.80   22.85   24.34   26.00   55.25 
## 
## $DF_18
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   14.00   19.78   22.73   24.13   26.00   61.00 
## 
## $DF_19
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   15.00   19.80   22.28   23.98   26.00   56.00
# Create frequency tables for Gender in all subsamples
freq_tables <- lapply(sample_df, function(DF_11) table(DF_11$Gender))
freq_tables
## $DF_11
## 
## Female   Male 
##    493    563 
## 
## $DF_12
## 
## Female   Male 
##    512    544 
## 
## $DF_13
## 
## Female   Male 
##    539    517 
## 
## $DF_14
## 
## Female   Male 
##    548    508 
## 
## $DF_15
## 
## Female   Male 
##    512    544 
## 
## $DF_16
## 
## Female   Male 
##    529    527 
## 
## $DF_17
## 
## Female   Male 
##    511    545 
## 
## $DF_18
## 
## Female   Male 
##    536    520 
## 
## $DF_19
## 
## Female   Male 
##    532    524
library(ggplot2)

# Create histograms for Age in all subsamples
histograms <- lapply(sample_df, function(DF_11) ggplot(DF_11, aes(x = Age)) + geom_histogram())
histograms
## $DF_11
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_12
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_13
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_14
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_15
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_16
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_17
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_18
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

## 
## $DF_19
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

# Checking for outliers in Age using a box plot for all subsamples
boxplots <- lapply(sample_df, function(DF_11) ggplot(DF_11, aes(y = Age)) + geom_boxplot())
boxplots
## $DF_11

## 
## $DF_12

## 
## $DF_13

## 
## $DF_14

## 
## $DF_15

## 
## $DF_16

## 
## $DF_17

## 
## $DF_18

## 
## $DF_19

# Checking for missing values in all subsamples
missing_values <- sapply(sample_df, function(DF_11) sum(is.na(DF_11)))
missing_values
## DF_11 DF_12 DF_13 DF_14 DF_15 DF_16 DF_17 DF_18 DF_19 
##     0     0     0     0     0     0     0     0     0