library(wooldridge)
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
library(rmarkdown)
data("beauty")
head(beauty,50)
##     wage    lwage belavg abvavg exper looks union goodhlth black female married
## 1   5.73 1.745715      0      1    30     4     0        1     0      1       1
## 2   4.28 1.453953      0      0    28     3     0        1     0      1       1
## 3   7.96 2.074429      0      1    35     4     0        1     0      1       0
## 4  11.57 2.448416      0      0    38     3     0        1     0      0       1
## 5  11.42 2.435366      0      0    27     3     0        1     0      0       1
## 6   3.91 1.363537      0      0    20     3     0        0     0      1       1
## 7   8.76 2.170196      0      0    12     3     0        1     0      0       1
## 8   7.69 2.039921      0      1     5     4     1        1     0      0       0
## 9   5.00 1.609438      0      0     5     3     0        1     0      1       0
## 10  3.89 1.358409      0      0    12     3     0        1     0      1       0
## 11  3.45 1.238374      0      1     3     4     0        1     0      1       0
## 12  4.03 1.393766      0      1     6     4     0        1     0      0       1
## 13  5.14 1.637053      1      0    19     2     0        1     0      0       1
## 14  3.00 1.098612      0      0     8     3     0        1     0      0       0
## 15  7.99 2.078191      0      1    12     4     0        1     0      0       1
## 16  6.01 1.793425      0      1    17     4     0        1     0      0       1
## 17  5.16 1.640936      0      0     7     3     0        1     0      0       1
## 18 11.54 2.445819      0      1    12     4     0        1     0      0       1
## 19 10.44 2.345644      0      1    10     4     0        1     0      1       0
## 20  7.69 2.039921      0      0     7     3     0        1     0      1       1
## 21  7.69 2.039921      0      1     7     4     1        1     0      0       0
## 22  6.79 1.915451      0      0    19     3     0        1     0      0       1
## 23  6.87 1.927164      0      0    33     3     0        1     0      0       1
## 24 17.03 2.834976      0      0    32     3     0        1     0      0       1
## 25 10.05 2.307573      0      1    12     4     0        1     0      0       1
## 26 15.81 2.760643      0      1    24     4     0        1     0      0       1
## 27 14.84 2.697326      0      1    29     5     0        1     0      0       0
## 28 19.08 2.948641      0      1    17     5     0        1     0      0       0
## 29  8.35 2.122262      1      0    41     1     0        0     0      0       1
## 30  9.62 2.263844      0      0    40     3     0        0     0      0       1
## 31  5.96 1.785071      0      0    10     3     0        1     0      0       1
## 32  5.73 1.745715      0      0    43     3     0        0     0      0       1
## 33  6.73 1.906575      0      1    41     4     0        1     0      0       1
## 34  8.17 2.100469      1      0    18     2     0        1     0      0       1
## 35 12.39 2.516890      0      1    28     4     0        1     0      0       1
## 36  9.62 2.263844      1      0    37     2     0        1     0      0       1
## 37  4.83 1.574847      0      1    20     4     0        1     1      0       1
## 38  7.69 2.039921      1      0    10     2     1        1     0      0       1
## 39 12.50 2.525729      0      0    31     3     0        1     0      0       1
## 40  2.82 1.036737      0      0    18     3     0        1     0      0       1
## 41 12.31 2.510412      0      0     9     3     1        1     0      0       0
## 42 13.22 2.581731      0      0    42     3     0        1     0      0       1
## 43 16.83 2.823163      0      1    14     4     0        1     0      0       1
## 44 11.54 2.445819      0      0    27     3     0        1     0      0       1
## 45  4.95 1.599388      0      0    20     3     0        1     1      1       0
## 46  7.21 1.975469      0      0    14     3     0        1     0      0       1
## 47 11.58 2.449280      0      0     4     3     0        1     0      0       1
## 48 15.38 2.733068      0      0    13     3     0        1     0      0       1
## 49  6.10 1.808289      0      0     5     3     0        1     0      0       1
## 50  7.93 2.070653      0      0    32     3     0        1     0      0       1
##    south bigcity smllcity service expersq educ
## 1      0       0        1       1     900   14
## 2      1       0        1       0     784   12
## 3      0       0        1       0    1225   10
## 4      0       1        0       1    1444   16
## 5      0       0        1       0     729   16
## 6      0       1        0       0     400   12
## 7      0       1        0       0     144   16
## 8      0       0        1       0      25   16
## 9      0       0        0       0      25   16
## 10     0       0        1       0     144   12
## 11     0       1        0       0       9   12
## 12     0       0        1       0      36   16
## 13     0       0        1       1     361   17
## 14     0       0        1       1      64   16
## 15     0       0        0       0     144   16
## 16     0       0        1       0     289   16
## 17     0       0        0       0      49   17
## 18     1       0        1       1     144   17
## 19     0       1        0       0     100   17
## 20     0       0        0       1      49   16
## 21     0       0        1       0      49   17
## 22     0       0        1       1     361   14
## 23     0       1        0       1    1089   12
## 24     0       1        0       0    1024   13
## 25     0       1        0       0     144   13
## 26     1       0        1       1     576   17
## 27     1       1        0       1     841   13
## 28     0       1        0       0     289   17
## 29     1       1        0       1    1681   16
## 30     0       0        1       0    1600   16
## 31     0       0        1       0     100   14
## 32     0       0        1       0    1849   10
## 33     0       0        1       0    1681   10
## 34     0       0        1       0     324   16
## 35     0       1        0       0     784   12
## 36     0       1        0       0    1369   13
## 37     0       0        1       0     400   16
## 38     0       0        1       0     100   13
## 39     1       0        1       0     961   16
## 40     0       0        0       1     324   12
## 41     0       1        0       0      81   17
## 42     0       1        0       0    1764   16
## 43     1       1        0       0     196   16
## 44     0       1        0       0     729   16
## 45     1       1        0       1     400   14
## 46     0       1        0       0     196   17
## 47     0       1        0       0      16   17
## 48     0       1        0       0     169   17
## 49     0       0        1       1      25   17
## 50     0       1        0       1    1024   17
beauty %>% head(25)
##     wage    lwage belavg abvavg exper looks union goodhlth black female married
## 1   5.73 1.745715      0      1    30     4     0        1     0      1       1
## 2   4.28 1.453953      0      0    28     3     0        1     0      1       1
## 3   7.96 2.074429      0      1    35     4     0        1     0      1       0
## 4  11.57 2.448416      0      0    38     3     0        1     0      0       1
## 5  11.42 2.435366      0      0    27     3     0        1     0      0       1
## 6   3.91 1.363537      0      0    20     3     0        0     0      1       1
## 7   8.76 2.170196      0      0    12     3     0        1     0      0       1
## 8   7.69 2.039921      0      1     5     4     1        1     0      0       0
## 9   5.00 1.609438      0      0     5     3     0        1     0      1       0
## 10  3.89 1.358409      0      0    12     3     0        1     0      1       0
## 11  3.45 1.238374      0      1     3     4     0        1     0      1       0
## 12  4.03 1.393766      0      1     6     4     0        1     0      0       1
## 13  5.14 1.637053      1      0    19     2     0        1     0      0       1
## 14  3.00 1.098612      0      0     8     3     0        1     0      0       0
## 15  7.99 2.078191      0      1    12     4     0        1     0      0       1
## 16  6.01 1.793425      0      1    17     4     0        1     0      0       1
## 17  5.16 1.640936      0      0     7     3     0        1     0      0       1
## 18 11.54 2.445819      0      1    12     4     0        1     0      0       1
## 19 10.44 2.345644      0      1    10     4     0        1     0      1       0
## 20  7.69 2.039921      0      0     7     3     0        1     0      1       1
## 21  7.69 2.039921      0      1     7     4     1        1     0      0       0
## 22  6.79 1.915451      0      0    19     3     0        1     0      0       1
## 23  6.87 1.927164      0      0    33     3     0        1     0      0       1
## 24 17.03 2.834976      0      0    32     3     0        1     0      0       1
## 25 10.05 2.307573      0      1    12     4     0        1     0      0       1
##    south bigcity smllcity service expersq educ
## 1      0       0        1       1     900   14
## 2      1       0        1       0     784   12
## 3      0       0        1       0    1225   10
## 4      0       1        0       1    1444   16
## 5      0       0        1       0     729   16
## 6      0       1        0       0     400   12
## 7      0       1        0       0     144   16
## 8      0       0        1       0      25   16
## 9      0       0        0       0      25   16
## 10     0       0        1       0     144   12
## 11     0       1        0       0       9   12
## 12     0       0        1       0      36   16
## 13     0       0        1       1     361   17
## 14     0       0        1       1      64   16
## 15     0       0        0       0     144   16
## 16     0       0        1       0     289   16
## 17     0       0        0       0      49   17
## 18     1       0        1       1     144   17
## 19     0       1        0       0     100   17
## 20     0       0        0       1      49   16
## 21     0       0        1       0      49   17
## 22     0       0        1       1     361   14
## 23     0       1        0       1    1089   12
## 24     0       1        0       0    1024   13
## 25     0       1        0       0     144   13
30 %>% head(beauty, .)
##     wage    lwage belavg abvavg exper looks union goodhlth black female married
## 1   5.73 1.745715      0      1    30     4     0        1     0      1       1
## 2   4.28 1.453953      0      0    28     3     0        1     0      1       1
## 3   7.96 2.074429      0      1    35     4     0        1     0      1       0
## 4  11.57 2.448416      0      0    38     3     0        1     0      0       1
## 5  11.42 2.435366      0      0    27     3     0        1     0      0       1
## 6   3.91 1.363537      0      0    20     3     0        0     0      1       1
## 7   8.76 2.170196      0      0    12     3     0        1     0      0       1
## 8   7.69 2.039921      0      1     5     4     1        1     0      0       0
## 9   5.00 1.609438      0      0     5     3     0        1     0      1       0
## 10  3.89 1.358409      0      0    12     3     0        1     0      1       0
## 11  3.45 1.238374      0      1     3     4     0        1     0      1       0
## 12  4.03 1.393766      0      1     6     4     0        1     0      0       1
## 13  5.14 1.637053      1      0    19     2     0        1     0      0       1
## 14  3.00 1.098612      0      0     8     3     0        1     0      0       0
## 15  7.99 2.078191      0      1    12     4     0        1     0      0       1
## 16  6.01 1.793425      0      1    17     4     0        1     0      0       1
## 17  5.16 1.640936      0      0     7     3     0        1     0      0       1
## 18 11.54 2.445819      0      1    12     4     0        1     0      0       1
## 19 10.44 2.345644      0      1    10     4     0        1     0      1       0
## 20  7.69 2.039921      0      0     7     3     0        1     0      1       1
## 21  7.69 2.039921      0      1     7     4     1        1     0      0       0
## 22  6.79 1.915451      0      0    19     3     0        1     0      0       1
## 23  6.87 1.927164      0      0    33     3     0        1     0      0       1
## 24 17.03 2.834976      0      0    32     3     0        1     0      0       1
## 25 10.05 2.307573      0      1    12     4     0        1     0      0       1
## 26 15.81 2.760643      0      1    24     4     0        1     0      0       1
## 27 14.84 2.697326      0      1    29     5     0        1     0      0       0
## 28 19.08 2.948641      0      1    17     5     0        1     0      0       0
## 29  8.35 2.122262      1      0    41     1     0        0     0      0       1
## 30  9.62 2.263844      0      0    40     3     0        0     0      0       1
##    south bigcity smllcity service expersq educ
## 1      0       0        1       1     900   14
## 2      1       0        1       0     784   12
## 3      0       0        1       0    1225   10
## 4      0       1        0       1    1444   16
## 5      0       0        1       0     729   16
## 6      0       1        0       0     400   12
## 7      0       1        0       0     144   16
## 8      0       0        1       0      25   16
## 9      0       0        0       0      25   16
## 10     0       0        1       0     144   12
## 11     0       1        0       0       9   12
## 12     0       0        1       0      36   16
## 13     0       0        1       1     361   17
## 14     0       0        1       1      64   16
## 15     0       0        0       0     144   16
## 16     0       0        1       0     289   16
## 17     0       0        0       0      49   17
## 18     1       0        1       1     144   17
## 19     0       1        0       0     100   17
## 20     0       0        0       1      49   16
## 21     0       0        1       0      49   17
## 22     0       0        1       1     361   14
## 23     0       1        0       1    1089   12
## 24     0       1        0       0    1024   13
## 25     0       1        0       0     144   13
## 26     1       0        1       1     576   17
## 27     1       1        0       1     841   13
## 28     0       1        0       0     289   17
## 29     1       1        0       1    1681   16
## 30     0       0        1       0    1600   16
beauty %>% 
  select(wage, lwage, belavg, exper, goodhlth) %>%
  filter(goodhlth == 1 )
##       wage      lwage belavg exper goodhlth
## 1     5.73 1.74571550      0    30        1
## 2     4.28 1.45395303      0    28        1
## 3     7.96 2.07442904      0    35        1
## 4    11.57 2.44841552      0    38        1
## 5    11.42 2.43536615      0    27        1
## 6     8.76 2.17019582      0    12        1
## 7     7.69 2.03992081      0     5        1
## 8     5.00 1.60943794      0     5        1
## 9     3.89 1.35840917      0    12        1
## 10    3.45 1.23837423      0     3        1
## 11    4.03 1.39376640      0     6        1
## 12    5.14 1.63705301      1    19        1
## 13    3.00 1.09861231      0     8        1
## 14    7.99 2.07819080      0    12        1
## 15    6.01 1.79342484      0    17        1
## 16    5.16 1.64093649      0     7        1
## 17   11.54 2.44581914      0    12        1
## 18   10.44 2.34564447      0    10        1
## 19    7.69 2.03992081      0     7        1
## 20    7.69 2.03992081      0     7        1
## 21    6.79 1.91545093      0    19        1
## 22    6.87 1.92716408      0    33        1
## 23   17.03 2.83497643      0    32        1
## 24   10.05 2.30757260      0    12        1
## 25   15.81 2.76064277      0    24        1
## 26   14.84 2.69732618      0    29        1
## 27   19.08 2.94864058      0    17        1
## 28    5.96 1.78507054      0    10        1
## 29    6.73 1.90657520      0    41        1
## 30    8.17 2.10046887      1    18        1
## 31   12.39 2.51688981      0    28        1
## 32    9.62 2.26384425      1    37        1
## 33    4.83 1.57484651      0    20        1
## 34    7.69 2.03992081      1    10        1
## 35   12.50 2.52572870      0    31        1
## 36    2.82 1.03673685      0    18        1
## 37   12.31 2.51041198      0     9        1
## 38   13.22 2.58173084      0    42        1
## 39   16.83 2.82316303      0    14        1
## 40   11.54 2.44581914      0    27        1
## 41    4.95 1.59938753      0    20        1
## 42    7.21 1.97546899      0    14        1
## 43   11.58 2.44927955      0     4        1
## 44   15.38 2.73306799      0    13        1
## 45    6.10 1.80828881      0     5        1
## 46    7.93 2.07065296      0    32        1
## 47    9.16 2.21484613      0    19        1
## 48    6.91 1.93296957      0    14        1
## 49   20.18 3.00469208      0    28        1
## 50    9.93 2.29556060      0    31        1
## 51    7.79 2.05284095      0    18        1
## 52    5.13 1.63510573      0    23        1
## 53   10.99 2.39698577      0    14        1
## 54    6.56 1.88099062      1    17        1
## 55   10.10 2.31253552      0    16        1
## 56   10.74 2.37397504      0    19        1
## 57   16.35 2.79422784      0    26        1
## 58    4.62 1.53039467      0    20        1
## 59    7.49 2.01356888      0    18        1
## 60   19.23 2.95647144      0    35        1
## 61    4.77 1.56234634      0     9        1
## 62    7.14 1.96571279      1    20        1
## 63   14.42 2.66861606      0     7        1
## 64    9.28 2.22786140      0    40        1
## 65   29.98 3.40053058      0    12        1
## 66   32.79 3.49012351      0    33        1
## 67    9.62 2.26384425      0    16        1
## 68    8.36 2.12345839      0    15        1
## 69   21.63 3.07408118      0    11        1
## 70   15.90 2.76631904      0    24        1
## 71    5.77 1.75267208      1     6        1
## 72   20.99 3.04404616      1    40        1
## 73   23.32 3.14931130      0    15        1
## 74    4.97 1.60341978      0     9        1
## 75    6.89 1.93007112      1    16        1
## 76    5.73 1.74571550      1    12        1
## 77    5.19 1.64673376      0     8        1
## 78    7.79 2.05284095      0    25        1
## 79    8.79 2.17361474      0    24        1
## 80    9.32 2.23216271      0    25        1
## 81    8.33 2.11986351      0     7        1
## 82   10.12 2.31451368      0    40        1
## 83    8.24 2.10900021      0    13        1
## 84    5.05 1.61938822      0     5        1
## 85    6.55 1.87946510      0    10        1
## 86    4.47 1.49738836      0    25        1
## 87    7.96 2.07442904      0    10        1
## 88    6.25 1.83258152      1    20        1
## 89    4.13 1.41827738      0     7        1
## 90    6.73 1.90657520      1    25        1
## 91    7.69 2.03992081      0     8        1
## 92    4.35 1.47017586      1     8        1
## 93    7.69 2.03992081      0    28        1
## 94    4.81 1.57069707      1    37        1
## 95    5.24 1.65632141      0    31        1
## 96    2.14 0.76080590      0    24        1
## 97    4.49 1.50185263      0    33        1
## 98    3.61 1.28370774      0     8        1
## 99    5.45 1.69561553      0    33        1
## 100   5.00 1.60943794      0    30        1
## 101   6.73 1.90657520      0    23        1
## 102  10.05 2.30757260      0    24        1
## 103   6.54 1.87793720      0     4        1
## 104   9.20 2.21920347      0    40        1
## 105   4.62 1.53039467      0     1        1
## 106   3.37 1.21491265      0    36        1
## 107   5.54 1.71199453      0     7        1
## 108   6.11 1.80992675      0     7        1
## 109   4.99 1.60743582      0    14        1
## 110   5.88 1.77155674      0     7        1
## 111   5.66 1.73342383      0    11        1
## 112   4.00 1.38629436      0     6        1
## 113   6.87 1.92716408      0    23        1
## 114   4.37 1.47476304      1    19        1
## 115   5.77 1.75267208      0    30        1
## 116   5.77 1.75267208      0    21        1
## 117  12.31 2.51041198      0     9        1
## 118  19.08 2.94864058      0    29        1
## 119   7.55 2.02154756      0     9        1
## 120   5.90 1.77495241      0    18        1
## 121   6.37 1.85159945      0    26        1
## 122   6.15 1.81645215      0    21        1
## 123   1.92 0.65232515      1    12        1
## 124   3.27 1.18479002      0    11        1
## 125   2.18 0.77932489      0    18        1
## 126   5.62 1.72633159      0    22        1
## 127   9.29 2.22893858      0    38        1
## 128   6.41 1.85785925      0    10        1
## 129   7.46 2.00955534      0    22        1
## 130   6.59 1.88555336      1    16        1
## 131   6.73 1.90657520      1    20        1
## 132   5.61 1.72455072      0    14        1
## 133   3.65 1.29472721      0    14        1
## 134  13.01 2.56571841      0    15        1
## 135   6.97 1.94161522      0    18        1
## 136   7.69 2.03992081      0    21        1
## 137   6.73 1.90657520      0    15        1
## 138   5.13 1.63510573      0    10        1
## 139   2.14 0.76080590      0     6        1
## 140   4.53 1.51072204      1     8        1
## 141   9.10 2.20827436      1    18        1
## 142   9.78 2.28033948      0    15        1
## 143   3.63 1.28923273      0    11        1
## 144  10.62 2.36273909      0    18        1
## 145   4.62 1.53039467      0    10        1
## 146   6.54 1.87793720      0    26        1
## 147   7.21 1.97546899      0    30        1
## 148   3.85 1.34807312      0    13        1
## 149   2.01 0.69813472      0    16        1
## 150   3.90 1.36097658      0     5        1
## 151   6.35 1.84845483      0    11        1
## 152   2.00 0.69314718      0     6        1
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## 970   6.29 1.83896101      1    22        1
## 971   9.62 2.26384425      0    11        1
## 972   7.63 2.03208780      0     8        1
## 973   4.29 1.45628667      0    40        1
## 974  25.64 3.24415350      0    13        1
## 975   4.24 1.44456327      0     3        1
## 976   3.87 1.35325444      0    10        1
## 977   5.73 1.74571550      0    18        1
## 978   3.50 1.25276291      0     5        1
## 979   5.05 1.61938822      0    16        1
## 980   7.96 2.07442904      0    10        1
## 981   7.96 2.07442904      0    10        1
## 982   3.41 1.22671235      0     3        1
## 983   5.73 1.74571550      0    40        1
## 984   8.89 2.18492699      0    35        1
## 985   4.81 1.57069707      0    28        1
## 986   4.81 1.57069707      0    16        1
## 987   3.75 1.32175589      0    19        1
## 988  13.41 2.59600067      0    11        1
## 989   5.09 1.62727785      1    10        1
## 990   2.88 1.05779028      0     4        1
## 991   3.21 1.16627097      0     2        1
## 992   4.55 1.51512730      0     5        1
## 993   5.77 1.75267208      1    31        1
## 994   8.85 2.18041754      0    28        1
## 995   4.41 1.48387468      0     9        1
## 996   4.27 1.45161378      0    12        1
## 997  10.12 2.31451368      0    17        1
## 998   5.29 1.66581821      0    37        1
## 999   5.73 1.74571550      1    35        1
## 1000  7.63 2.03208780      0    35        1
## 1001  7.69 2.03992081      0    10        1
## 1002  7.49 2.01356888      0    27        1
## 1003  6.37 1.85159945      0     5        1
## 1004  6.41 1.85785925      0     5        1
## 1005  1.98 0.68309683      0     3        1
## 1006  7.05 1.95302761      0    14        1
## 1007  5.13 1.63510573      0    21        1
## 1008  6.35 1.84845483      0     7        1
## 1009  6.69 1.90061390      0    27        1
## 1010  4.62 1.53039467      0     1        1
## 1011  5.02 1.61342990      0    31        1
## 1012  4.23 1.44220197      1    42        1
## 1013  6.54 1.87793720      0    34        1
## 1014  7.13 1.96431124      0     9        1
## 1015  3.85 1.34807312      0     3        1
## 1016  2.17 0.77472723      0     2        1
## 1017  5.29 1.66581821      0    36        1
## 1018  6.49 1.87026250      0    27        1
## 1019 10.19 2.32140684      0    39        1
## 1020  5.79 1.75613225      0     9        1
## 1021  3.82 1.34025037      0    47        1
## 1022 12.54 2.52892351      0    13        1
## 1023  7.69 2.03992081      0    28        1
## 1024  8.55 2.14593124      0    26        1
## 1025  5.92 1.77833641      1    34        1
## 1026 13.74 2.62031126      0    28        1
## 1027  2.12 0.75141603      1    17        1
## 1028 16.14 2.78130054      1    10        1
## 1029  1.79 0.58221561      0    15        1
## 1030  2.32 0.84156716      0    15        1
## 1031  3.70 1.30833280      0    11        1
## 1032  6.75 1.90954256      0    37        1
## 1033  8.44 2.13298225      0    43        1
## 1034 26.24 3.26728487      1    37        1
## 1035  8.88 2.18380165      0    24        1
## 1036  2.50 0.91629076      0    17        1
## 1037  7.28 1.98513091      0    16        1
## 1038  7.84 2.05923891      0    36        1
## 1039 26.24 3.26728487      0    37        1
## 1040  6.33 1.84530020      0    38        1
## 1041  4.16 1.42551506      0     9        1
## 1042  3.21 1.16627097      0    36        1
## 1043  2.02 0.70309752      1    41        1
## 1044  9.23 2.22245908      0    10        1
## 1045  2.68 0.98581684      0    33        1
## 1046  8.65 2.15755939      0     5        1
## 1047  2.08 0.73236787      0     1        1
## 1048  1.92 0.65232515      1     8        1
## 1049  3.08 1.12492955      1     6        1
## 1050  2.11 0.74668789      0    12        1
## 1051  3.46 1.24126863      1    26        1
## 1052  4.81 1.57069707      0    14        1
## 1053  3.37 1.21491265      0    13        1
## 1054  5.77 1.75267208      1    39        1
## 1055  3.34 1.20597076      1    10        1
## 1056  3.73 1.31640828      0     5        1
## 1057  2.21 0.79299253      0     6        1
## 1058  3.53 1.26129782      0     1        1
## 1059  1.80 0.58778661      0     8        1
## 1060  2.60 0.95551139      0    15        1
## 1061  1.17 0.15700372      1     1        1
## 1062  1.88 0.63127178      0    25        1
## 1063  2.88 1.05779028      0    15        1
## 1064  1.92 0.65232515      0     7        1
## 1065  1.88 0.63127178      0     1        1
## 1066  3.37 1.21491265      0    12        1
## 1067  1.82 0.59883654      0     3        1
## 1068  1.46 0.37843648      0     2        1
## 1069  2.26 0.81536484      0     3        1
## 1070  2.07 0.72754860      1     2        1
## 1071  3.54 1.26412666      0    16        1
## 1072  1.26 0.23111172      1    32        1
## 1073  2.26 0.81536484      0    20        1
## 1074  3.95 1.37371564      0    17        1
## 1075  2.65 0.97455966      0    15        1
## 1076  3.75 1.32175589      1    19        1
## 1077  2.19 0.78390157      0    29        1
## 1078  3.21 1.16627097      0     7        1
## 1079  2.47 0.90421814      1    23        1
## 1080  3.00 1.09861231      0     5        1
## 1081  3.75 1.32175589      0    29        1
## 1082  2.00 0.69314718      0    13        1
## 1083  2.26 0.81536484      1    10        1
## 1084  2.88 1.05779028      0    12        1
## 1085  4.69 1.54543257      0     7        1
## 1086  3.95 1.37371564      0     9        1
## 1087  6.54 1.87793720      0     4        1
## 1088  3.57 1.27256560      0    26        1
## 1089  5.31 1.66959178      0    15        1
## 1090  2.63 0.96698391      0    19        1
## 1091  2.25 0.81093019      1    12        1
## 1092  2.75 1.01160097      0    11        1
## 1093  3.29 1.19088757      0     6        1
## 1094  5.77 1.75267208      0    13        1
## 1095  4.74 1.55603707      0     8        1
## 1096  4.12 1.41585314      0     7        1
## 1097  2.89 1.06125653      0    12        1
## 1098  6.96 1.94017947      0    11        1
## 1099  6.41 1.85785925      1    41        1
## 1100  4.28 1.45395303      0     7        1
## 1101  1.28 0.24686006      0     9        1
## 1102  2.56 0.94000721      0    40        1
## 1103  4.62 1.53039467      0     7        1
## 1104  1.98 0.68309683      0     9        1
## 1105  1.92 0.65232515      0    13        1
## 1106  1.98 0.68309683      0    17        1
## 1107  2.00 0.69314718      1     3        1
## 1108  2.11 0.74668789      0     8        1
## 1109  2.11 0.74668789      0     3        1
## 1110  2.77 1.01884735      0     9        1
## 1111  3.46 1.24126863      0    30        1
## 1112  6.00 1.79175949      0     5        1
## 1113  4.81 1.57069707      0    13        1
## 1114  2.33 0.84586823      1     5        1
## 1115  3.57 1.27256560      0     9        1
## 1116  1.98 0.68309683      0     8        1
## 1117  5.13 1.63510573      1    20        1
## 1118  4.47 1.49738836      0     3        1
## 1119  2.07 0.72754860      0     5        1
## 1120  6.97 1.94161522      0    20        1
## 1121  1.98 0.68309683      0     2        1
## 1122  4.62 1.53039467      0     7        1
## 1123  3.21 1.16627097      0     5        1
## 1124  1.80 0.58778661      0    46        1
## 1125  4.62 1.53039467      0    10        1
## 1126  6.11 1.80992675      0    27        1
## 1127  5.73 1.74571550      0    39        1
## 1128  3.57 1.27256560      0    13        1
## 1129  1.58 0.45742488      0    27        1
## 1130  4.21 1.43746269      0     7        1
## 1131  1.75 0.55961579      0    18        1
## 1132  2.15 0.76546788      1     6        1
## 1133  1.02 0.01980261      0    11        1
## 1134  2.40 0.87546879      1    10        1
## 1135  2.83 1.04027665      0    28        1
## 1136  3.29 1.19088757      0     2        1
## 1137  1.98 0.68309683      0    45        1
## 1138 23.16 3.14242673      0     9        1
## 1139  5.49 1.70292819      0    13        1
## 1140  3.00 1.09861231      0    40        1
## 1141  2.88 1.05779028      0    15        1
## 1142  2.63 0.96698391      0    12        1
## 1143  5.82 1.76130033      1    20        1
## 1144  1.09 0.08617773      1     8        1
## 1145  1.28 0.24686006      0    13        1
## 1146  6.25 1.83258152      0     3        1
## 1147  2.88 1.05779028      0     7        1
## 1148  7.69 2.03992081      0    18        1
## 1149  7.14 1.96571279      0    13        1
## 1150  6.93 1.93585980      0    36        1
## 1151  1.56 0.44468579      0     4        1
## 1152  1.98 0.68309683      0     8        1
## 1153  8.75 2.16905379      0    24        1
## 1154  4.81 1.57069707      1    31        1
## 1155  4.71 1.54968786      0    16        1
## 1156  4.87 1.58309388      0    10        1
## 1157  4.62 1.53039467      0    10        1
## 1158  2.40 0.87546879      0    12        1
## 1159  5.34 1.67522573      1    20        1
## 1160  4.21 1.43746269      0    13        1
## 1161  4.72 1.55180871      0     9        1
## 1162 12.82 2.55100632      0    15        1
## 1163  6.73 1.90657520      0    34        1
## 1164  5.39 1.68454540      0     8        1
## 1165  5.31 1.66959178      0     3        1
## 1166 10.58 2.35896540      0    19        1
## 1167  8.65 2.15755939      0    10        1
## 1168  4.17 1.42791605      0    13        1
## 1169  6.81 1.91839206      0     7        1
## 1170  9.62 2.26384425      0    21        1
## 1171  1.22 0.19885089      0    10        1
## 1172  1.79 0.58221561      0    20        1
## 1173  1.61 0.47623420      0    25        1
## 1174  1.68 0.51879376      1     4        1
## 1175  3.29 1.19088757      0    35        1
## 1176  2.31 0.83724749      0    15        1
beauty %>% 
  select(wage, lwage, belavg, exper, goodhlth) %>%
  group_by(wage) %>%
  summarise(mean(exper))
## # A tibble: 520 × 2
##     wage `mean(exper)`
##    <dbl>         <dbl>
##  1  1.02          11  
##  2  1.05          29  
##  3  1.09           8  
##  4  1.16           3.5
##  5  1.17           1  
##  6  1.20           4.5
##  7  1.22          10  
##  8  1.25           5  
##  9  1.26          32  
## 10  1.27           6  
## # … with 510 more rows
beauty %>% 
  select(wage, lwage, belavg, exper, goodhlth) %>%
  mutate(belavg = belavg / 0 )
##       wage      lwage belavg exper goodhlth
## 1     5.73 1.74571550    NaN    30        1
## 2     4.28 1.45395303    NaN    28        1
## 3     7.96 2.07442904    NaN    35        1
## 4    11.57 2.44841552    NaN    38        1
## 5    11.42 2.43536615    NaN    27        1
## 6     3.91 1.36353743    NaN    20        0
## 7     8.76 2.17019582    NaN    12        1
## 8     7.69 2.03992081    NaN     5        1
## 9     5.00 1.60943794    NaN     5        1
## 10    3.89 1.35840917    NaN    12        1
## 11    3.45 1.23837423    NaN     3        1
## 12    4.03 1.39376640    NaN     6        1
## 13    5.14 1.63705301    Inf    19        1
## 14    3.00 1.09861231    NaN     8        1
## 15    7.99 2.07819080    NaN    12        1
## 16    6.01 1.79342484    NaN    17        1
## 17    5.16 1.64093649    NaN     7        1
## 18   11.54 2.44581914    NaN    12        1
## 19   10.44 2.34564447    NaN    10        1
## 20    7.69 2.03992081    NaN     7        1
## 21    7.69 2.03992081    NaN     7        1
## 22    6.79 1.91545093    NaN    19        1
## 23    6.87 1.92716408    NaN    33        1
## 24   17.03 2.83497643    NaN    32        1
## 25   10.05 2.30757260    NaN    12        1
## 26   15.81 2.76064277    NaN    24        1
## 27   14.84 2.69732618    NaN    29        1
## 28   19.08 2.94864058    NaN    17        1
## 29    8.35 2.12226152    Inf    41        0
## 30    9.62 2.26384425    NaN    40        0
## 31    5.96 1.78507054    NaN    10        1
## 32    5.73 1.74571550    NaN    43        0
## 33    6.73 1.90657520    NaN    41        1
## 34    8.17 2.10046887    Inf    18        1
## 35   12.39 2.51688981    NaN    28        1
## 36    9.62 2.26384425    Inf    37        1
## 37    4.83 1.57484651    NaN    20        1
## 38    7.69 2.03992081    Inf    10        1
## 39   12.50 2.52572870    NaN    31        1
## 40    2.82 1.03673685    NaN    18        1
## 41   12.31 2.51041198    NaN     9        1
## 42   13.22 2.58173084    NaN    42        1
## 43   16.83 2.82316303    NaN    14        1
## 44   11.54 2.44581914    NaN    27        1
## 45    4.95 1.59938753    NaN    20        1
## 46    7.21 1.97546899    NaN    14        1
## 47   11.58 2.44927955    NaN     4        1
## 48   15.38 2.73306799    NaN    13        1
## 49    6.10 1.80828881    NaN     5        1
## 50    7.93 2.07065296    NaN    32        1
## 51    9.16 2.21484613    NaN    19        1
## 52    6.91 1.93296957    NaN    14        1
## 53   20.18 3.00469208    NaN    28        1
## 54    9.93 2.29556060    NaN    31        1
## 55    7.79 2.05284095    NaN    18        1
## 56    5.13 1.63510573    NaN    23        1
## 57   10.99 2.39698577    NaN    14        1
## 58    6.56 1.88099062    Inf    17        1
## 59   10.10 2.31253552    NaN    16        1
## 60   10.74 2.37397504    NaN    19        1
## 61   16.35 2.79422784    NaN    26        1
## 62    4.62 1.53039467    NaN    20        1
## 63    7.49 2.01356888    NaN    18        1
## 64   19.23 2.95647144    NaN    35        1
## 65    4.77 1.56234634    NaN     9        1
## 66    7.14 1.96571279    Inf    20        1
## 67   14.42 2.66861606    NaN     7        1
## 68    9.28 2.22786140    NaN    40        1
## 69   29.98 3.40053058    NaN    12        1
## 70   32.79 3.49012351    NaN    33        1
## 71    9.62 2.26384425    NaN    16        1
## 72    8.36 2.12345839    NaN    15        1
## 73   21.63 3.07408118    NaN    11        1
## 74   15.90 2.76631904    NaN    24        1
## 75    5.77 1.75267208    Inf     6        1
## 76   20.99 3.04404616    Inf    40        1
## 77   23.32 3.14931130    NaN    15        1
## 78    4.97 1.60341978    NaN     9        1
## 79    6.89 1.93007112    Inf    16        1
## 80    5.73 1.74571550    Inf    12        1
## 81    5.19 1.64673376    NaN     8        1
## 82    7.79 2.05284095    NaN    25        1
## 83    8.79 2.17361474    NaN    24        1
## 84    9.32 2.23216271    NaN    25        1
## 85    8.33 2.11986351    NaN     7        1
## 86   10.12 2.31451368    NaN    40        1
## 87    1.98 0.68309683    NaN    29        0
## 88    8.24 2.10900021    NaN    13        1
## 89    5.05 1.61938822    NaN     5        1
## 90    6.55 1.87946510    NaN    10        1
## 91    4.47 1.49738836    NaN    25        1
## 92    7.96 2.07442904    NaN    10        1
## 93    6.25 1.83258152    Inf    20        1
## 94    4.13 1.41827738    NaN     7        1
## 95    6.73 1.90657520    Inf    25        1
## 96    7.69 2.03992081    NaN     8        1
## 97    4.35 1.47017586    Inf     8        1
## 98    7.69 2.03992081    NaN    28        1
## 99    4.81 1.57069707    Inf    37        1
## 100   5.24 1.65632141    NaN    31        1
## 101   2.14 0.76080590    NaN    24        1
## 102   4.49 1.50185263    NaN    33        1
## 103   3.61 1.28370774    NaN     8        1
## 104   5.45 1.69561553    NaN    33        1
## 105   5.00 1.60943794    NaN    30        1
## 106   6.73 1.90657520    NaN    23        1
## 107  10.05 2.30757260    NaN    24        1
## 108   6.54 1.87793720    NaN     4        1
## 109   9.20 2.21920347    NaN    40        1
## 110   4.62 1.53039467    NaN     1        1
## 111   3.37 1.21491265    NaN    36        1
## 112   5.54 1.71199453    NaN     7        1
## 113   6.11 1.80992675    NaN     7        1
## 114   4.99 1.60743582    NaN    14        1
## 115   5.88 1.77155674    NaN     7        1
## 116   5.66 1.73342383    NaN    11        1
## 117   4.00 1.38629436    NaN     6        1
## 118   6.87 1.92716408    NaN    23        1
## 119   4.37 1.47476304    Inf    19        1
## 120   5.77 1.75267208    NaN    30        1
## 121   5.77 1.75267208    NaN    21        1
## 122  12.31 2.51041198    NaN     9        1
## 123  19.08 2.94864058    NaN    29        1
## 124   7.55 2.02154756    NaN     9        1
## 125   5.90 1.77495241    NaN    18        1
## 126   6.37 1.85159945    NaN    26        1
## 127   6.15 1.81645215    NaN    21        1
## 128   1.92 0.65232515    Inf    12        1
## 129   3.27 1.18479002    NaN    11        1
## 130   2.18 0.77932489    NaN    18        1
## 131   5.62 1.72633159    NaN    22        1
## 132   9.29 2.22893858    NaN    38        1
## 133   6.41 1.85785925    NaN    10        1
## 134   7.46 2.00955534    NaN    22        1
## 135   6.59 1.88555336    Inf    16        1
## 136   6.73 1.90657520    Inf    20        1
## 137   5.61 1.72455072    NaN    14        1
## 138   3.65 1.29472721    NaN    14        1
## 139  13.01 2.56571841    NaN    15        1
## 140   6.97 1.94161522    NaN    18        1
## 141   7.69 2.03992081    NaN    21        1
## 142   6.73 1.90657520    NaN    15        1
## 143   5.13 1.63510573    NaN    10        1
## 144   2.14 0.76080590    NaN     6        1
## 145   4.53 1.51072204    Inf     8        1
## 146   9.10 2.20827436    Inf    18        1
## 147   9.78 2.28033948    NaN    15        1
## 148   3.63 1.28923273    NaN    11        1
## 149   7.21 1.97546899    NaN    20        0
## 150  10.62 2.36273909    NaN    18        1
## 151   4.62 1.53039467    NaN    10        1
## 152   6.54 1.87793720    NaN    26        1
## 153  12.12 2.49485707    NaN    35        0
## 154   7.21 1.97546899    NaN    30        1
## 155   6.25 1.83258152    NaN     6        0
## 156   3.85 1.34807312    NaN    13        1
## 157   3.03 1.10856259    NaN    10        0
## 158   2.01 0.69813472    NaN    16        1
## 159   3.90 1.36097658    NaN     5        1
## 160   6.35 1.84845483    NaN    11        1
## 161   2.00 0.69314718    NaN     6        1
## 162   7.69 2.03992081    NaN    22        1
## 163   2.63 0.96698391    NaN     4        1
## 164   5.00 1.60943794    NaN    15        1
## 165   6.54 1.87793720    NaN     7        1
## 166   5.19 1.64673376    NaN    10        1
## 167   9.75 2.27726722    NaN     8        1
## 168   2.81 1.03318441    NaN    14        1
## 169   4.62 1.53039467    NaN    11        1
## 170   7.33 1.99197555    NaN    34        1
## 171   7.69 2.03992081    NaN    12        1
## 172   3.26 1.18172717    NaN    10        1
## 173   5.77 1.75267208    Inf    11        1
## 174   5.59 1.72097933    NaN     8        1
## 175   5.13 1.63510573    NaN    28        1
## 176  14.74 2.69056487    Inf    24        1
## 177   3.67 1.30019164    NaN     8        1
## 178   9.73 2.27521396    NaN    13        1
## 179   3.46 1.24126863    NaN     4        1
## 180   6.37 1.85159945    NaN    43        1
## 181   6.58 1.88403475    NaN    30        1
## 182  10.15 2.31747365    NaN    16        1
## 183   9.23 2.22245908    NaN    19        1
## 184   6.75 1.90954256    NaN    21        0
## 185  10.22 2.32434654    NaN    26        1
## 186   4.76 1.56024766    NaN     8        1
## 187   1.76 0.56531382    NaN    24        1
## 188  12.73 2.54396129    NaN    15        1
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## 456   3.33 1.20297229    NaN    14        1
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## 460  11.54 2.44581914    NaN    34        1
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## 469   4.62 1.53039467    NaN     3        1
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## 472   1.27 0.23901689    NaN    12        1
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## 474   3.64 1.29198372    NaN     8        0
## 475   3.75 1.32175589    NaN     5        1
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## 478   5.64 1.72988403    NaN     9        1
## 479   3.00 1.09861231    NaN     2        1
## 480   1.98 0.68309683    NaN     7        1
## 481   4.81 1.57069707    NaN    26        1
## 482   2.63 0.96698391    NaN    13        1
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## 485   4.05 1.39871693    NaN     8        1
## 486   1.98 0.68309683    NaN     8        1
## 487   2.18 0.77932489    NaN     2        1
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## 490   1.98 0.68309683    NaN     4        1
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## 493   2.51 0.92028272    NaN     4        1
## 494   3.85 1.34807312    NaN     7        1
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## 496   4.81 1.57069707    NaN     5        1
## 497   4.81 1.57069707    NaN     3        1
## 498   7.07 1.95586050    NaN     8        1
## 499   2.31 0.83724749    NaN     3        1
## 500   3.89 1.35840917    NaN     4        1
## 501   1.98 0.68309683    Inf    25        1
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## 503   1.25 0.22314355    NaN     5        1
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## 510   7.69 2.03992081    NaN    25        1
## 511   5.00 1.60943794    NaN    19        1
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## 554   5.29 1.66581821    NaN    12        1
## 555   5.29 1.66581821    NaN    10        1
## 556   4.81 1.57069707    NaN     9        1
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## 605   4.09 1.40854502    NaN    33        1
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## 703  10.42 2.34372711    NaN    10        1
## 704   8.08 2.08939195    NaN     7        1
## 705   4.95 1.59938753    NaN     7        1
## 706   9.81 2.28340220    NaN    24        1
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## 709  11.95 2.48073125    NaN    28        1
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## 711   4.58 1.52169895    NaN    37        1
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## 715   7.96 2.07442904    NaN    20        1
## 716   8.93 2.18941641    NaN    33        1
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## 718   5.73 1.74571550    NaN    14        1
## 719   7.26 1.98237991    NaN    10        1
## 720   4.73 1.55392516    Inf    21        1
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## 722   9.00 2.19722462    NaN    42        1
## 723   4.91 1.59127390    NaN    10        1
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## 725   9.74 2.27624106    NaN    13        1
## 726   4.13 1.41827738    NaN    39        1
## 727   3.75 1.32175589    NaN     9        1
## 728   5.26 1.66013110    Inf    26        1
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## 730   8.81 2.17588758    NaN    14        1
## 731   8.17 2.10046887    NaN    12        1
## 732   7.50 2.01490307    NaN    35        1
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## 734   8.89 2.18492699    NaN    18        1
## 735   4.16 1.42551506    NaN    32        1
## 736   8.17 2.10046887    NaN    23        1
## 737   8.12 2.09433007    NaN    22        1
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## 739  12.50 2.52572870    NaN    30        1
## 740   4.33 1.46556747    Inf    15        1
## 741   5.20 1.64865863    NaN    10        1
## 742   9.62 2.26384425    NaN    12        1
## 743  16.03 2.77446198    NaN    25        1
## 744   9.28 2.22786140    NaN    29        1
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## 746   7.21 1.97546899    NaN    34        1
## 747   8.00 2.07944155    NaN    18        1
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## 751   1.66 0.50681758    NaN    15        1
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## 754   7.96 2.07442904    NaN    18        1
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## 767   7.75 2.04769278    NaN    23        1
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## 780   9.62 2.26384425    NaN     4        1
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## 787   5.77 1.75267208    NaN    11        1
## 788   8.74 2.16791010    NaN    19        1
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## 795   6.49 1.87026250    NaN    28        0
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## 799  10.58 2.35896540    NaN    17        1
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## 803   3.04 1.11185753    NaN    15        1
## 804   4.55 1.51512730    NaN    43        1
## 805   7.69 2.03992081    NaN    44        1
## 806   3.00 1.09861231    NaN    11        1
## 807  12.02 2.48657203    NaN    31        1
## 808   5.99 1.79009140    NaN    21        1
## 809   8.94 2.19053555    NaN    35        1
## 810   4.00 1.38629436    NaN     7        1
## 811   1.98 0.68309683    NaN     3        1
## 812   1.27 0.23901689    NaN     0        1
## 813   5.57 1.71739507    NaN    10        1
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## 816   9.64 2.26592112    NaN    36        1
## 817   5.09 1.62727785    NaN    18        1
## 818  10.12 2.31451368    NaN    17        1
## 819   9.62 2.26384425    NaN    40        1
## 820   5.77 1.75267208    NaN     5        1
## 821   8.32 2.11866212    NaN    26        1
## 822   5.73 1.74571550    Inf    34        1
## 823   5.73 1.74571550    NaN    11        1
## 824   7.21 1.97546899    NaN    43        1
## 825   8.78 2.17247629    NaN    24        1
## 826   7.96 2.07442904    NaN    15        1
## 827   9.62 2.26384425    NaN    11        1
## 828   7.45 2.00821400    NaN    38        1
## 829  18.46 2.91560626    NaN    20        1
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## 831   8.00 2.07944155    NaN     7        1
## 832   5.73 1.74571550    NaN    47        1
## 833  10.61 2.36179686    NaN    17        1
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## 835   7.78 2.05155635    NaN     9        1
## 836   4.21 1.43746269    NaN    18        1
## 837  10.12 2.31451368    NaN    28        1
## 838   5.56 1.71559811    Inf    10        1
## 839   5.77 1.75267208    Inf    24        1
## 840   3.85 1.34807312    NaN    14        1
## 841   4.33 1.46556747    NaN    31        1
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## 843   7.69 2.03992081    Inf     9        0
## 844   6.98 1.94304895    NaN    38        1
## 845   5.69 1.73871028    NaN    35        1
## 846   1.20 0.18232159    NaN     5        1
## 847   7.48 2.01223278    NaN     3        1
## 848   3.13 1.14103305    NaN     5        1
## 849   5.61 1.72455072    NaN    13        1
## 850   3.27 1.18479002    NaN     4        1
## 851   6.25 1.83258152    NaN    10        1
## 852   7.69 2.03992081    NaN    10        1
## 853   4.00 1.38629436    Inf    23        1
## 854   4.66 1.53901541    NaN    38        1
## 855   3.82 1.34025037    NaN     4        1
## 856   5.24 1.65632141    NaN    13        1
## 857   5.13 1.63510573    NaN    35        0
## 858   3.37 1.21491265    Inf     2        1
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## 860   4.81 1.57069707    NaN    13        1
## 861   5.61 1.72455072    NaN    25        1
## 862   7.97 2.07568455    NaN     9        1
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## 865   5.77 1.75267208    NaN    17        1
## 866   4.94 1.59736538    NaN    46        1
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## 870   2.93 1.07500243    NaN    42        1
## 871   5.09 1.62727785    NaN    35        1
## 872   2.40 0.87546879    NaN     4        1
## 873   4.87 1.58309388    NaN    12        1
## 874   6.59 1.88555336    NaN    20        1
## 875   1.20 0.18232159    NaN     4        1
## 876   3.33 1.20297229    NaN     8        1
## 877   1.96 0.67294449    Inf     1        1
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## 882   4.27 1.45161378    NaN    44        0
## 883   4.50 1.50407743    NaN    11        1
## 884   5.53 1.71018791    Inf     8        1
## 885   4.09 1.40854502    NaN     5        1
## 886   4.55 1.51512730    NaN     5        1
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## 889   5.77 1.75267208    NaN    20        0
## 890   4.81 1.57069707    NaN     3        1
## 891   5.77 1.75267208    NaN     6        1
## 892   4.81 1.57069707    NaN    42        1
## 893   8.65 2.15755939    NaN    22        1
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## 895   5.93 1.78002417    NaN    29        0
## 896   6.01 1.79342484    NaN     8        1
## 897   3.35 1.20896029    NaN     4        1
## 898   6.01 1.79342484    NaN    32        1
## 899   2.96 1.08518922    NaN     2        1
## 900  10.82 2.38139629    NaN    24        1
## 901   4.81 1.57069707    NaN    23        1
## 902   8.79 2.17361474    NaN    40        1
## 903  11.60 2.45100522    NaN    14        0
## 904   4.81 1.57069707    NaN     5        1
## 905   3.75 1.32175589    NaN    44        1
## 906   5.29 1.66581821    NaN    12        1
## 907   6.50 1.87180221    NaN     9        1
## 908   5.82 1.76130033    NaN    30        1
## 909   1.79 0.58221561    NaN     2        1
## 910   4.28 1.45395303    NaN     3        1
## 911   1.98 0.68309683    NaN    25        0
## 912   2.31 0.83724749    NaN     9        1
## 913   3.50 1.25276291    NaN    10        1
## 914   4.37 1.47476304    NaN     2        1
## 915   2.26 0.81536484    NaN    23        0
## 916   3.75 1.32175589    Inf    19        1
## 917   3.75 1.32175589    NaN    34        0
## 918   2.64 0.97077894    NaN     8        1
## 919   2.26 0.81536484    NaN    21        1
## 920   1.83 0.60431600    NaN    11        0
## 921   2.88 1.05779028    NaN    20        0
## 922   1.98 0.68309683    NaN    10        0
## 923   1.98 0.68309683    Inf    27        0
## 924   1.98 0.68309683    NaN    25        1
## 925   3.37 1.21491265    Inf     9        1
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## 930   3.75 1.32175589    NaN     6        1
## 931   6.59 1.88555336    NaN    33        1
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## 939   5.90 1.77495241    NaN    25        1
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## 941   8.70 2.16332293    NaN    41        1
## 942  21.54 3.06991172    NaN    34        1
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## 952   7.18 1.97129941    NaN    18        1
## 953   4.81 1.57069707    NaN     6        1
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## 999   5.13 1.63510573    NaN    42        1
## 1000  7.21 1.97546899    NaN    39        1
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## 1004  5.94 1.78170919    NaN    29        1
## 1005 10.54 2.35517764    NaN    35        1
## 1006  3.50 1.25276291    NaN    18        1
## 1007  5.95 1.78339124    NaN     8        1
## 1008  8.89 2.18492699    NaN    20        1
## 1009  5.73 1.74571550    Inf    34        1
## 1010  1.05 0.04879012    NaN    29        1
## 1011  3.85 1.34807312    NaN     8        1
## 1012  2.88 1.05779028    NaN     4        1
## 1013  8.44 2.13298225    NaN    15        1
## 1014  3.61 1.28370774    NaN     6        1
## 1015  5.77 1.75267208    NaN    20        1
## 1016  3.33 1.20297229    NaN    35        1
## 1017  7.96 2.07442904    Inf    44        0
## 1018  4.49 1.50185263    NaN    17        1
## 1019  2.38 0.86710054    NaN     3        1
## 1020  5.08 1.62531126    NaN    40        1
## 1021  5.31 1.66959178    NaN    18        1
## 1022  5.31 1.66959178    NaN    23        1
## 1023  6.54 1.87793720    NaN    10        1
## 1024  7.43 2.00552583    NaN    18        1
## 1025  5.29 1.66581821    NaN    42        1
## 1026 11.09 2.40604377    NaN    38        1
## 1027  3.33 1.20297229    NaN     5        1
## 1028  3.27 1.18479002    Inf    25        1
## 1029  3.85 1.34807312    Inf    26        1
## 1030  8.04 2.08442903    NaN    11        1
## 1031  4.62 1.53039467    NaN    16        1
## 1032  7.96 2.07442904    NaN    40        1
## 1033  4.85 1.57897866    NaN     7        1
## 1034  6.97 1.94161522    NaN    17        1
## 1035  4.81 1.57069707    NaN    44        1
## 1036  3.02 1.10525680    NaN     6        0
## 1037  3.98 1.38128185    NaN     8        1
## 1038  5.56 1.71559811    NaN    31        1
## 1039  7.32 1.99061036    NaN    26        1
## 1040  7.69 2.03992081    NaN    20        1
## 1041  6.29 1.83896101    Inf    22        1
## 1042  9.62 2.26384425    NaN    11        1
## 1043  7.63 2.03208780    NaN     8        1
## 1044  4.29 1.45628667    NaN    40        1
## 1045 25.64 3.24415350    NaN    13        1
## 1046  4.24 1.44456327    NaN     3        1
## 1047  3.87 1.35325444    NaN    10        1
## 1048  5.73 1.74571550    NaN    18        1
## 1049  3.50 1.25276291    NaN     5        1
## 1050  5.05 1.61938822    NaN    16        1
## 1051  7.96 2.07442904    NaN    10        1
## 1052  7.96 2.07442904    NaN    10        1
## 1053  3.41 1.22671235    NaN     3        1
## 1054  5.73 1.74571550    NaN    40        1
## 1055  8.89 2.18492699    NaN    35        1
## 1056  4.81 1.57069707    NaN    28        1
## 1057  4.81 1.57069707    NaN    16        1
## 1058  3.75 1.32175589    NaN    19        1
## 1059 13.41 2.59600067    NaN    11        1
## 1060  5.09 1.62727785    Inf    10        1
## 1061  2.88 1.05779028    NaN     4        1
## 1062  3.21 1.16627097    NaN     2        1
## 1063  4.55 1.51512730    NaN     5        1
## 1064  5.77 1.75267208    Inf    31        1
## 1065  8.85 2.18041754    NaN    28        1
## 1066  4.41 1.48387468    NaN     9        1
## 1067  4.27 1.45161378    NaN    12        1
## 1068 10.12 2.31451368    NaN    17        1
## 1069  5.29 1.66581821    NaN    37        1
## 1070  5.73 1.74571550    Inf    35        1
## 1071  7.63 2.03208780    NaN    35        1
## 1072  7.69 2.03992081    NaN    10        1
## 1073  6.08 1.80500472    NaN    42        0
## 1074  7.49 2.01356888    NaN    27        1
## 1075  6.37 1.85159945    NaN     5        1
## 1076  6.41 1.85785925    NaN     5        1
## 1077  1.98 0.68309683    NaN     3        1
## 1078  3.85 1.34807312    NaN    37        0
## 1079  7.05 1.95302761    NaN    14        1
## 1080  5.13 1.63510573    NaN    21        1
## 1081  6.35 1.84845483    NaN     7        1
## 1082  6.69 1.90061390    NaN    27        1
## 1083  4.62 1.53039467    NaN     1        1
## 1084  5.02 1.61342990    NaN    31        1
## 1085  4.23 1.44220197    Inf    42        1
## 1086  4.33 1.46556747    NaN    45        0
## 1087  6.54 1.87793720    NaN    34        1
## 1088  7.13 1.96431124    NaN     9        1
## 1089  3.85 1.34807312    NaN     3        1
## 1090  2.17 0.77472723    NaN     2        1
## 1091  5.29 1.66581821    NaN    36        1
## 1092  6.49 1.87026250    NaN    27        1
## 1093 10.19 2.32140684    NaN    39        1
## 1094  5.79 1.75613225    NaN     9        1
## 1095  3.82 1.34025037    NaN    47        1
## 1096 12.54 2.52892351    NaN    13        1
## 1097  7.69 2.03992081    NaN    28        1
## 1098  8.55 2.14593124    NaN    26        1
## 1099  5.92 1.77833641    Inf    34        1
## 1100 13.74 2.62031126    NaN    28        1
## 1101  2.12 0.75141603    Inf    17        1
## 1102 16.14 2.78130054    Inf    10        1
## 1103  1.32 0.27763179    NaN    21        0
## 1104  1.79 0.58221561    NaN    15        1
## 1105  2.32 0.84156716    NaN    15        1
## 1106  3.70 1.30833280    NaN    11        1
## 1107  6.75 1.90954256    NaN    37        1
## 1108  8.44 2.13298225    NaN    43        1
## 1109 26.24 3.26728487    Inf    37        1
## 1110  8.88 2.18380165    NaN    24        1
## 1111  2.50 0.91629076    NaN    17        1
## 1112  7.28 1.98513091    NaN    16        1
## 1113  7.84 2.05923891    NaN    36        1
## 1114 26.24 3.26728487    NaN    37        1
## 1115  6.33 1.84530020    NaN    38        1
## 1116  4.16 1.42551506    NaN     9        1
## 1117  3.21 1.16627097    NaN    36        1
## 1118  2.02 0.70309752    Inf    41        1
## 1119  9.23 2.22245908    NaN    10        1
## 1120  2.68 0.98581684    NaN    33        1
## 1121  8.65 2.15755939    NaN     5        1
## 1122  2.08 0.73236787    NaN     1        1
## 1123  6.25 1.83258152    NaN    47        0
## 1124  1.92 0.65232515    Inf     8        1
## 1125  3.08 1.12492955    Inf     6        1
## 1126  2.11 0.74668789    NaN    12        1
## 1127  3.46 1.24126863    Inf    26        1
## 1128  4.81 1.57069707    NaN    14        1
## 1129  3.37 1.21491265    NaN    13        1
## 1130  5.77 1.75267208    Inf    39        1
## 1131  3.34 1.20597076    Inf    10        1
## 1132  7.26 1.98237991    NaN    27        0
## 1133  3.73 1.31640828    NaN     5        1
## 1134  2.21 0.79299253    NaN     6        1
## 1135  2.92 1.07158363    NaN    32        0
## 1136  3.53 1.26129782    NaN     1        1
## 1137  1.80 0.58778661    NaN     8        1
## 1138  2.60 0.95551139    NaN    15        1
## 1139  1.17 0.15700372    Inf     1        1
## 1140  1.88 0.63127178    NaN    25        1
## 1141  2.88 1.05779028    NaN    15        1
## 1142  1.92 0.65232515    NaN     7        1
## 1143  1.88 0.63127178    NaN     1        1
## 1144  3.37 1.21491265    NaN    12        1
## 1145  1.82 0.59883654    NaN     3        1
## 1146  1.46 0.37843648    NaN     2        1
## 1147  2.26 0.81536484    NaN     3        1
## 1148  2.07 0.72754860    Inf     2        1
## 1149  3.54 1.26412666    NaN    16        1
## 1150  1.26 0.23111172    Inf    32        1
## 1151  2.26 0.81536484    NaN    20        1
## 1152  3.95 1.37371564    NaN    17        1
## 1153  2.65 0.97455966    NaN    15        1
## 1154  3.75 1.32175589    Inf    19        1
## 1155  2.26 0.81536484    NaN    37        0
## 1156  2.19 0.78390157    NaN    29        1
## 1157  2.19 0.78390157    Inf     5        0
## 1158  3.21 1.16627097    NaN     7        1
## 1159  2.47 0.90421814    Inf    23        1
## 1160  3.00 1.09861231    NaN     5        1
## 1161  3.75 1.32175589    NaN    29        1
## 1162  2.00 0.69314718    NaN    13        1
## 1163  2.26 0.81536484    Inf    10        1
## 1164  2.88 1.05779028    NaN    12        1
## 1165  4.69 1.54543257    NaN     7        1
## 1166  3.95 1.37371564    NaN     9        1
## 1167  6.54 1.87793720    NaN     4        1
## 1168  3.57 1.27256560    NaN    26        1
## 1169  5.31 1.66959178    NaN    15        1
## 1170  2.63 0.96698391    NaN    19        1
## 1171  4.33 1.46556747    NaN    22        0
## 1172  2.25 0.81093019    Inf    12        1
## 1173  2.75 1.01160097    NaN    11        1
## 1174  3.29 1.19088757    NaN     6        1
## 1175  5.77 1.75267208    NaN    13        1
## 1176  4.74 1.55603707    NaN     8        1
## 1177  4.12 1.41585314    NaN     7        1
## 1178  2.89 1.06125653    NaN    12        1
## 1179  6.96 1.94017947    NaN    11        1
## 1180  6.41 1.85785925    Inf    41        1
## 1181  4.28 1.45395303    NaN     7        1
## 1182  1.28 0.24686006    NaN     9        1
## 1183  2.56 0.94000721    NaN    40        1
## 1184  4.62 1.53039467    NaN     7        1
## 1185  1.98 0.68309683    NaN     9        1
## 1186  1.92 0.65232515    NaN    13        1
## 1187  1.80 0.58778661    Inf    33        0
## 1188  1.98 0.68309683    NaN    17        1
## 1189  2.00 0.69314718    Inf     3        1
## 1190  2.11 0.74668789    NaN     8        1
## 1191  2.11 0.74668789    NaN     3        1
## 1192  2.77 1.01884735    NaN     9        1
## 1193  3.46 1.24126863    NaN    30        1
## 1194  6.00 1.79175949    NaN     5        1
## 1195  4.81 1.57069707    NaN    13        1
## 1196  2.33 0.84586823    Inf     5        1
## 1197  3.57 1.27256560    NaN     9        1
## 1198  1.98 0.68309683    NaN     8        1
## 1199  5.13 1.63510573    Inf    20        1
## 1200  4.47 1.49738836    NaN     3        1
## 1201  2.07 0.72754860    NaN     5        1
## 1202  6.97 1.94161522    NaN    20        1
## 1203  1.98 0.68309683    NaN     2        1
## 1204  4.62 1.53039467    NaN     7        1
## 1205  3.21 1.16627097    NaN     5        1
## 1206  1.80 0.58778661    NaN    46        1
## 1207  4.62 1.53039467    NaN    10        1
## 1208  6.11 1.80992675    NaN    27        1
## 1209  5.73 1.74571550    NaN    39        1
## 1210  3.57 1.27256560    NaN    13        1
## 1211  1.58 0.45742488    NaN    27        1
## 1212  4.21 1.43746269    NaN     7        1
## 1213  1.75 0.55961579    NaN    18        1
## 1214  2.15 0.76546788    Inf     6        1
## 1215  1.02 0.01980261    NaN    11        1
## 1216  2.40 0.87546879    Inf    10        1
## 1217  2.83 1.04027665    NaN    28        1
## 1218  3.29 1.19088757    NaN     2        1
## 1219  1.98 0.68309683    NaN    45        1
## 1220 23.16 3.14242673    NaN     9        1
## 1221  5.49 1.70292819    NaN    13        1
## 1222  3.00 1.09861231    NaN    40        1
## 1223  3.29 1.19088757    NaN    10        0
## 1224  2.88 1.05779028    NaN    15        1
## 1225  2.63 0.96698391    NaN    12        1
## 1226  5.82 1.76130033    Inf    20        1
## 1227  1.09 0.08617773    Inf     8        1
## 1228  1.28 0.24686006    NaN    13        1
## 1229  6.25 1.83258152    NaN     3        1
## 1230  2.88 1.05779028    NaN     7        1
## 1231  7.69 2.03992081    NaN    18        1
## 1232  7.14 1.96571279    NaN    13        1
## 1233  6.93 1.93585980    NaN    36        1
## 1234  1.56 0.44468579    NaN     4        1
## 1235  1.98 0.68309683    NaN     8        1
## 1236  8.75 2.16905379    NaN    24        1
## 1237  4.81 1.57069707    Inf    31        1
## 1238  4.71 1.54968786    NaN    16        1
## 1239  4.87 1.58309388    NaN    10        1
## 1240  4.62 1.53039467    NaN    10        1
## 1241  2.40 0.87546879    NaN    12        1
## 1242  5.34 1.67522573    Inf    20        1
## 1243  4.21 1.43746269    NaN    13        1
## 1244  4.72 1.55180871    NaN     9        1
## 1245 12.82 2.55100632    NaN    15        1
## 1246  6.73 1.90657520    NaN    34        1
## 1247  5.39 1.68454540    NaN     8        1
## 1248  5.31 1.66959178    NaN     3        1
## 1249 10.58 2.35896540    NaN    19        1
## 1250  8.65 2.15755939    NaN    10        1
## 1251  4.17 1.42791605    NaN    13        1
## 1252  6.81 1.91839206    NaN     7        1
## 1253  9.62 2.26384425    NaN    21        1
## 1254  1.22 0.19885089    NaN    10        1
## 1255  1.79 0.58221561    NaN    20        1
## 1256  1.61 0.47623420    NaN    25        1
## 1257  1.68 0.51879376    Inf     4        1
## 1258  3.29 1.19088757    NaN    35        1
## 1259  2.31 0.83724749    NaN    15        1
## 1260  1.92 0.65232515    NaN    24        0
beauty %>% 
  select(wage, lwage, belavg, exper, goodhlth) %>%
  na.omit() 
##       wage      lwage belavg exper goodhlth
## 1     5.73 1.74571550      0    30        1
## 2     4.28 1.45395303      0    28        1
## 3     7.96 2.07442904      0    35        1
## 4    11.57 2.44841552      0    38        1
## 5    11.42 2.43536615      0    27        1
## 6     3.91 1.36353743      0    20        0
## 7     8.76 2.17019582      0    12        1
## 8     7.69 2.03992081      0     5        1
## 9     5.00 1.60943794      0     5        1
## 10    3.89 1.35840917      0    12        1
## 11    3.45 1.23837423      0     3        1
## 12    4.03 1.39376640      0     6        1
## 13    5.14 1.63705301      1    19        1
## 14    3.00 1.09861231      0     8        1
## 15    7.99 2.07819080      0    12        1
## 16    6.01 1.79342484      0    17        1
## 17    5.16 1.64093649      0     7        1
## 18   11.54 2.44581914      0    12        1
## 19   10.44 2.34564447      0    10        1
## 20    7.69 2.03992081      0     7        1
## 21    7.69 2.03992081      0     7        1
## 22    6.79 1.91545093      0    19        1
## 23    6.87 1.92716408      0    33        1
## 24   17.03 2.83497643      0    32        1
## 25   10.05 2.30757260      0    12        1
## 26   15.81 2.76064277      0    24        1
## 27   14.84 2.69732618      0    29        1
## 28   19.08 2.94864058      0    17        1
## 29    8.35 2.12226152      1    41        0
## 30    9.62 2.26384425      0    40        0
## 31    5.96 1.78507054      0    10        1
## 32    5.73 1.74571550      0    43        0
## 33    6.73 1.90657520      0    41        1
## 34    8.17 2.10046887      1    18        1
## 35   12.39 2.51688981      0    28        1
## 36    9.62 2.26384425      1    37        1
## 37    4.83 1.57484651      0    20        1
## 38    7.69 2.03992081      1    10        1
## 39   12.50 2.52572870      0    31        1
## 40    2.82 1.03673685      0    18        1
## 41   12.31 2.51041198      0     9        1
## 42   13.22 2.58173084      0    42        1
## 43   16.83 2.82316303      0    14        1
## 44   11.54 2.44581914      0    27        1
## 45    4.95 1.59938753      0    20        1
## 46    7.21 1.97546899      0    14        1
## 47   11.58 2.44927955      0     4        1
## 48   15.38 2.73306799      0    13        1
## 49    6.10 1.80828881      0     5        1
## 50    7.93 2.07065296      0    32        1
## 51    9.16 2.21484613      0    19        1
## 52    6.91 1.93296957      0    14        1
## 53   20.18 3.00469208      0    28        1
## 54    9.93 2.29556060      0    31        1
## 55    7.79 2.05284095      0    18        1
## 56    5.13 1.63510573      0    23        1
## 57   10.99 2.39698577      0    14        1
## 58    6.56 1.88099062      1    17        1
## 59   10.10 2.31253552      0    16        1
## 60   10.74 2.37397504      0    19        1
## 61   16.35 2.79422784      0    26        1
## 62    4.62 1.53039467      0    20        1
## 63    7.49 2.01356888      0    18        1
## 64   19.23 2.95647144      0    35        1
## 65    4.77 1.56234634      0     9        1
## 66    7.14 1.96571279      1    20        1
## 67   14.42 2.66861606      0     7        1
## 68    9.28 2.22786140      0    40        1
## 69   29.98 3.40053058      0    12        1
## 70   32.79 3.49012351      0    33        1
## 71    9.62 2.26384425      0    16        1
## 72    8.36 2.12345839      0    15        1
## 73   21.63 3.07408118      0    11        1
## 74   15.90 2.76631904      0    24        1
## 75    5.77 1.75267208      1     6        1
## 76   20.99 3.04404616      1    40        1
## 77   23.32 3.14931130      0    15        1
## 78    4.97 1.60341978      0     9        1
## 79    6.89 1.93007112      1    16        1
## 80    5.73 1.74571550      1    12        1
## 81    5.19 1.64673376      0     8        1
## 82    7.79 2.05284095      0    25        1
## 83    8.79 2.17361474      0    24        1
## 84    9.32 2.23216271      0    25        1
## 85    8.33 2.11986351      0     7        1
## 86   10.12 2.31451368      0    40        1
## 87    1.98 0.68309683      0    29        0
## 88    8.24 2.10900021      0    13        1
## 89    5.05 1.61938822      0     5        1
## 90    6.55 1.87946510      0    10        1
## 91    4.47 1.49738836      0    25        1
## 92    7.96 2.07442904      0    10        1
## 93    6.25 1.83258152      1    20        1
## 94    4.13 1.41827738      0     7        1
## 95    6.73 1.90657520      1    25        1
## 96    7.69 2.03992081      0     8        1
## 97    4.35 1.47017586      1     8        1
## 98    7.69 2.03992081      0    28        1
## 99    4.81 1.57069707      1    37        1
## 100   5.24 1.65632141      0    31        1
## 101   2.14 0.76080590      0    24        1
## 102   4.49 1.50185263      0    33        1
## 103   3.61 1.28370774      0     8        1
## 104   5.45 1.69561553      0    33        1
## 105   5.00 1.60943794      0    30        1
## 106   6.73 1.90657520      0    23        1
## 107  10.05 2.30757260      0    24        1
## 108   6.54 1.87793720      0     4        1
## 109   9.20 2.21920347      0    40        1
## 110   4.62 1.53039467      0     1        1
## 111   3.37 1.21491265      0    36        1
## 112   5.54 1.71199453      0     7        1
## 113   6.11 1.80992675      0     7        1
## 114   4.99 1.60743582      0    14        1
## 115   5.88 1.77155674      0     7        1
## 116   5.66 1.73342383      0    11        1
## 117   4.00 1.38629436      0     6        1
## 118   6.87 1.92716408      0    23        1
## 119   4.37 1.47476304      1    19        1
## 120   5.77 1.75267208      0    30        1
## 121   5.77 1.75267208      0    21        1
## 122  12.31 2.51041198      0     9        1
## 123  19.08 2.94864058      0    29        1
## 124   7.55 2.02154756      0     9        1
## 125   5.90 1.77495241      0    18        1
## 126   6.37 1.85159945      0    26        1
## 127   6.15 1.81645215      0    21        1
## 128   1.92 0.65232515      1    12        1
## 129   3.27 1.18479002      0    11        1
## 130   2.18 0.77932489      0    18        1
## 131   5.62 1.72633159      0    22        1
## 132   9.29 2.22893858      0    38        1
## 133   6.41 1.85785925      0    10        1
## 134   7.46 2.00955534      0    22        1
## 135   6.59 1.88555336      1    16        1
## 136   6.73 1.90657520      1    20        1
## 137   5.61 1.72455072      0    14        1
## 138   3.65 1.29472721      0    14        1
## 139  13.01 2.56571841      0    15        1
## 140   6.97 1.94161522      0    18        1
## 141   7.69 2.03992081      0    21        1
## 142   6.73 1.90657520      0    15        1
## 143   5.13 1.63510573      0    10        1
## 144   2.14 0.76080590      0     6        1
## 145   4.53 1.51072204      1     8        1
## 146   9.10 2.20827436      1    18        1
## 147   9.78 2.28033948      0    15        1
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