#mtcars의 통계분석
summarise<-dplyr::summarise
mean(mtcars$mpg)
## [1] 20.09062
var(mtcars$mpg)
## [1] 36.3241
sd(mtcars$mpg)
## [1] 6.026948
sum(mtcars$mpg)
## [1] 642.9
range(mtcars$mpg)
## [1] 10.4 33.9
max(mtcars$mpg)
## [1] 33.9
min(mtcars$mpg)
## [1] 10.4
quantile(mtcars$mpg)
##     0%    25%    50%    75%   100% 
## 10.400 15.425 19.200 22.800 33.900
IQR(mtcars$mpg)
## [1] 7.375
summary(iris)
##   Sepal.Length    Sepal.Width     Petal.Length    Petal.Width   
##  Min.   :4.300   Min.   :2.000   Min.   :1.000   Min.   :0.100  
##  1st Qu.:5.100   1st Qu.:2.800   1st Qu.:1.600   1st Qu.:0.300  
##  Median :5.800   Median :3.000   Median :4.350   Median :1.300  
##  Mean   :5.843   Mean   :3.057   Mean   :3.758   Mean   :1.199  
##  3rd Qu.:6.400   3rd Qu.:3.300   3rd Qu.:5.100   3rd Qu.:1.800  
##  Max.   :7.900   Max.   :4.400   Max.   :6.900   Max.   :2.500  
##        Species  
##  setosa    :50  
##  versicolor:50  
##  virginica :50  
##                 
##                 
## 
getwd()
## [1] "C:/data"
setwd("c:/data")
df<-read.csv("Data1.csv")
df
##      Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10 Q11 Q12 Q13 Q14 Q15 Q16 Q17 Q18 Q19 Q20
## 1     4  4  2  3  4  2  2  4  4   4   4   4   4   4   4   4   4   4   4   4
## 2     4  4  4  4  4  3  2  4  4   4   4   4   4   4   4   4   3   4   2   1
## 3     4  4  4  4  2  4  4  4  4   2   4   4   4   4   3   4   4   4   4   3
## 4     5  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 5     4  4  4  4  4  4  4  4  2   4   4   4   4   4   4   4   4   4   4   4
## 6     4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 7     4  2  4  4  4  4  4  5  5   5   5   5   5   5   4   5   2   4   4   4
## 8     4  2  4  4  4  4  4  5  5   5   5   5   5   5   2   2   2   4   2   2
## 9     4  4  4  4  2  1  3  2  3   2   4   3   4   5   3   4   4   4   4   4
## 10    4  4  2  2  4  2  4  2  4   4   4   4   4   4   4   4   4   4   2   2
## 11    4  4  4  4  4  2  4  4  4   2   4   4   4   4   4   4   4   4   4   4
## 12    4  4  2  4  2  2  4  4  4   4   3   3   4   4   3   4   4   4   4   4
## 13    4  4  4  4  4  4  5  4  2   4   4   4   2   3   1   4   3   4   1   4
## 14    4  2  4  2  4  4  4  4  2   4   4   3   4   4   4   4   2   4   4   2
## 15    4  4  4  4  4  3  4  3  4   3   4   3   4   5   4   5   4   4   4   4
## 16    4  4  4  4  4  5  5  5  5   4   4   4   4   4   4   4   5   5   4   5
## 17    4  2  4  4  4  2  4  4  2   4   5   5   5   5   5   5   4   2   5   5
## 18    4  4  3  2  3  2  3  2  4   3   4   4   4   4   4   4   4   4   4   4
## 19    4  2  2  2  1  1  4  4  2   2   3   4   4   4   4   4   3   4   2   2
## 20    4  2  3  4  2  4  4  4  4   3   3   2   4   4   4   4   4   4   3   4
## 21    4  3  3  4  2  2  4  4  4   3   4   3   3   4   3   4   2   4   3   3
## 22    3  2  2  1  1  1  2  4  4   3   3   4   2   4   3   4   4   4   3   3
## 23    5  5  5  5  5  5  5  5  5   5   5   5   5   5   4   4   4   4   4   5
## 24    4  4  4  4  3  4  5  3  3   2   3   4   4   3   2   4   5   2   1   4
## 25    4  4  4  4  4  4  5  5  5   5   5   5   5   5   5   5   3   3   2   5
## 26    4  4  4  4  5  2  4  2  5   4   2   2   4   2   2   5   4   5   1   1
## 27    4  4  4  4  2  4  4  4  4   4   3   3   3   3   3   5   4   5   1   4
## 28    4  1  1  4  3  1  5  4  4   3   4   4   4   4   4   5   1   4   2   4
## 29    4  4  4  5  5  4  4  4  4   3   5   4   4   4   4   4   4   5   4   3
## 30    4  4  2  2  4  4  2  4  2   4   2   2   2   4   2   5   4   4   1   1
## 31    4  3  4  4  4  4  4  4  4   4   2   4   4   4   4   5   4   5   2   5
## 32    4  4  4  4  3  3  4  2  4   4   2   4   4   4   3   5   5   5   3   5
## 33    4  4  4  4  4  4  4  2  4   4   4   4   4   4   4   4   4   4   4   5
## 34    4  4  4  4  4  4  4  2  4   4   5   4   2   4   2   5   1   4   4   2
## 35    4  4  4  4  4  1  4  2  4   4   3   3   2   3   2   5   1   4   2   4
## 36    4  4  4  4  3  2  5  5  5   4   2   4   4   1   3   3   5   5   5   4
## 37    4  4  4  4  3  2  5  5  5   4   3   4   3   4   4   4   5   5   3   4
## 38    4  4  4  4  3  1  5  5  5   4   3   4   3   4   4   4   5   5   2   4
## 39    4  4  4  4  4  4  4  2  4   4   2   2   4   2   2   4   2   4   4   4
## 40    4  4  4  4  4  4  4  4  4   4   4   4   4   4   3   4   2   4   2   3
## 41    3  4  4  4  4  4  4  2  2   4   5   4   3   5   4   4   4   4   4   4
## 42    4  4  4  4  4  4  4  4  4   4   2   2   4   4   2   4   2   4   2   4
## 43    4  4  4  4  4  4  4  5  4   4   4   5   4   5   5   5   2   4   4   1
## 44    2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 45    4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 46    4  4  4  4  3  3  4  2  4   4   4   4   4   4   4   4   4   4   4   3
## 47    4  4  4  4  2  2  4  4  4   4   1   1   4   2   2   4   2   5   4   4
## 48    1  2  1  2  1  1  1  1  1   1   1   1   1   2   3   2   2   2   2   2
## 49    4  4  2  4  2  3  3  4  2   3   4   4   3   4   3   3   3   4   3   2
## 50    4  3  4  2  2  2  2  2  4   4   4   2   4   2   4   2   3   4   4   2
## 51    2  2  4  4  5  1  5  4  4   4   4   4   4   4   4   4   4   4   4   4
## 52    4  4  3  3  3  2  4  4  4   2   4   4   4   4   2   4   4   4   2   4
## 53    4  3  4  4  3  2  4  4  4   4   4   2   4   4   2   4   3   2   4   3
## 54    1  4  2  4  4  3  2  4  2   3   4   4   5   5   5   5   2   5   4   4
## 55    1  1  1  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 56    4  2  3  4  2  3  3  3  3   3   3   3   3   5   5   4   4   4   3   4
## 57    4  4  2  4  4  2  4  4  4   4   4   4   4   5   4   5   4   4   2   3
## 58    4  4  2  4  4  2  4  4  4   4   4   4   4   4   5   5   4   4   2   2
## 59    4  2  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   2   4
## 60    4  2  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 61    4  4  4  4  4  2  4  4  4   3   4   4   4   4   4   4   4   4   2   4
## 62    4  4  4  4  4  2  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 63    4  4  4  4  4  2  4  4  4   4   4   4   4   4   2   4   4   4   4   4
## 64    1  4  4  4  3  1  4  3  4   3   4   4   4   4   4   4   3   4   4   4
## 65    4  4  3  2  4  2  2  4  4   4   4   3   4   4   3   4   4   4   4   3
## 66    4  5  4  1  5  2  2  4  4   4   4   4   4   4   1   4   4   4   2   4
## 67    4  3  4  4  2  3  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 68    4  5  5  4  4  4  4  4  4   4   5   5   4   5   4   4   4   4   4   4
## 69    4  4  4  4  4  4  2  4  4   3   3   3   3   4   3   2   2   3   3   2
## 70    1  2  2  3  4  3  2  2  4   2   3   3   4   4   4   4   4   4   4   4
## 71    4  4  4  4  4  4  3  4  4   4   3   4   4   4   4   4   4   4   4   4
## 72    4  4  4  4  4  2  5  4  5   4   4   4   4   4   4   4   4   4   4   4
## 73    4  4  4  4  3  3  4  3  4   3   3   3   3   3   3   4   4   4   3   3
## 74    2  4  4  4  4  4  2  2  2   4   2   2   4   4   2   4   4   4   3   4
## 75    4  3  3  4  3  2  4  3  4   3   4   4   4   4   4   4   4   4   4   3
## 76    4  4  3  2  3  4  4  2  4   3   4   3   4   4   3   4   3   4   4   3
## 77    4  4  3  3  2  2  2  2  3   3   4   4   4   4   4   4   4   4   3   3
## 78    2  4  2  2  4  2  2  4  4   4   4   2   2   2   3   3   3   4   4   3
## 79    1  1  2  2  2  3  3  1  2   1   3   1   1   1   3   3   4   1   1   3
## 80    4  1  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 81    1  2  2  2  2  4  2  2  2   2   4   4   2   4   2   4   4   2   4   4
## 82    4  2  2  2  2  2  2  2  2   2   4   2   2   4   4   4   4   4   2   2
## 83    2  4  2  4  4  4  4  4  4   2   4   4   4   4   4   4   4   4   3   4
## 84    5  5  5  5  5  5  5  5  3   2   5   5   5   5   5   5   5   5   5   5
## 85    2  1  2  4  2  5  5  3  4   3   4   4   4   4   4   4   4   4   3   2
## 86    4  4  4  4  4  2  4  2  4   4   2   2   4   4   4   4   4   2   2   4
## 87    4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 88    3  2  2  2  1  2  4  4  4   3   4   3   4   3   4   3   4   4   4   4
## 89    4  4  4  4  4  4  3  2  4   4   4   2   4   4   3   4   4   4   4   4
## 90    4  4  4  4  3  4  2  2  2   4   4   2   4   5   3   4   4   4   2   2
## 91    4  2  2  2  2  3  4  5  4   3   3   3   1   4   3   1   3   3   3   3
## 92    4  3  3  4  3  2  3  1  3   3   4   2   2   4   4   4   2   4   2   4
## 93    4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 94    5  4  4  4  4  5  4  4  4   4   5   4   4   4   4   5   4   4   4   4
## 95    4  4  2  4  4  4  4  5  5   2   4   4   4   4   4   5   5   4   4   4
## 96    2  2  2  2  2  1  1  3  2   3   3   4   4   4   3   4   4   5   4   4
## 97    4  4  4  4  4  4  4  4  4   4   4   4   3   4   4   4   4   4   4   4
## 98    5  5  2  5  5  3  4  2  2   5   2   2   4   3   3   5   3   5   4   5
## 99    4  4  4  4  4  4  2  4  2   4   4   4   4   4   4   5   5   5   4   4
## 100   4  2  4  4  4  2  4  5  4   4   5   5   5   5   5   5   2   4   4   4
## 101   4  4  4  4  4  2  5  5  4   4   4   4   4   4   2   4   4   5   2   4
## 102   4  2  3  2  2  2  4  4  4   4   3   2   4   4   2   4   4   4   3   4
## 103   3  4  4  4  4  4  3  4  5   4   4   5   4   3   4   4   4   4   2   4
## 104   4  2  3  2  4  4  2  3  2   3   2   3   4   4   4   4   4   4   4   4
## 105   4  4  4  4  4  3  4  4  4   4   3   4   4   4   4   4   4   4   3   4
## 106   4  4  4  3  4  4  4  4  4   3   4   4   4   5   4   4   4   4   4   5
## 107   2  2  1  2  2  2  2  2  2   3   2   2   2   2   2   4   4   4   4   4
## 108   5  2  2  2  2  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 109   4  4  2  4  2  4  3  2  2   3   2   2   2   2   2   5   4   4   4   4
## 110   3  4  4  2  3  4  2  5  2   3   3   3   3   5   2   5   2   5   4   3
## 111   5  3  3  3  3  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 112   2  4  2  2  2  1  4  4  5   5   5   2   1   3   4   4   4   5   4   5
## 113   3  4  2  2  2  2  2  2  2   2   2   2   2   2   2   3   3   4   4   4
## 114   5  2  4  4  4  2  3  4  4   2   4   4   4   4   4   4   3   2   4   4
## 115   4  2  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 116   3  4  4  4  4  4  4  4  4   3   4   5   4   4   4   5   5   5   5   5
## 117   4  4  2  4  4  2  5  5  5   4   3   3   3   3   3   5   4   4   4   4
## 118   4  1  1  1  1  1  1  1  1   1   4   4   4   4   4   4   4   4   4   4
## 119   4  4  4  4  4  1  4  3  5   4   4   4   5   5   5   4   4   4   4   4
## 120   4  4  4  4  4  4  2  4  4   3   4   4   4   4   4   4   4   4   4   4
## 121   2  3  2  2  2  1  2  2  2   2   2   3   2   2   3   4   4   4   4   4
## 122   5  5  5  5  5  5  5  5  2   5   5   5   5   5   5   5   5   5   5   5
## 123   4  2  4  2  4  2  4  2  2   4   4   2   2   4   4   4   4   3   3   3
## 124   4  4  4  4  4  4  4  4  3   4   4   3   3   4   4   5   5   5   5   5
## 125   4  3  4  4  3  4  2  2  4   3   4   3   4   4   4   4   4   4   4   3
## 126   4  2  2  2  2  4  1  4  4   3   4   4   4   3   3   4   4   4   4   4
## 127   4  4  4  4  4  4  4  3  4   4   4   4   4   4   3   5   5   4   4   4
## 128   4  2  3  2  3  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 129   4  2  3  2  2  1  2  4  2   3   4   3   4   4   3   4   5   4   5   4
## 130   2  2  2  2  2  2  3  4  2   2   3   4   4   4   3   4   4   4   4   4
## 131   4  4  4  4  4  2  3  2  2   2   4   5   5   4   3   5   5   5   5   5
## 132   4  2  4  2  2  2  5  5  5   2   4   2   4   4   4   5   5   5   4   4
## 133   3  3  4  4  3  4  3  3  3   4   5   5   5   5   5   5   5   5   5   5
## 134   5  4  5  4  4  4  4  4  5   4   5   4   4   4   4   4   4   5   4   4
## 135   4  3  3  4  4  2  2  4  2   4   4   4   4   4   3   4   4   4   3   3
## 136   4  4  4  3  3  3  4  4  4   3   4   3   3   3   4   5   4   4   3   2
## 137   5  4  5  4  4  4  5  4  5   5   5   1   4   4   5   5   4   4   1   1
## 138   4  4  2  4  4  3  4  2  2   4   2   4   2   4   4   4   2   2   4   4
## 139   4  4  3  2  2  4  4  4  4   4   2   5   5   5   4   4   1   4   2   1
## 140   2  2  2  1  1  2  2  2  2   3   3   1   2   3   1   2   2   2   2   5
## 141   4  4  4  3  3  3  3  2  4   4   4   4   3   4   4   4   4   4   2   3
## 142   4  4  2  2  4  2  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 143   4  2  2  2  2  2  2  4  4   3   4   3   3   4   3   4   3   4   4   4
## 144   3  2  2  2  2  1  4  4  4   3   3   2   3   3   3   3   3   3   3   3
## 145   4  3  2  2  2  2  4  2  4   3   4   3   4   4   4   4   4   4   4   3
## 146   5  4  5  5  5  4  4  5  5   5   5   4   4   5   5   4   4   4   4   4
## 147   4  3  2  4  3  2  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 148   2  2  2  1  2  2  4  4  2   2   3   4   2   4   3   4   4   4   3   4
## 149   2  4  2  2  2  2  4  4  2   4   2   4   4   4   2   4   4   4   4   2
## 150   5  3  5  3  4  5  5  5  5   5   5   5   5   5   5   5   5   5   3   5
## 151   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   3   3   3   3
## 152   2  2  2  2  2  2  2  2  4   3   2   2   2   2   2   2   2   4   2   2
## 153   4  2  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   2   4
## 154   4  3  2  2  2  2  2  2  4   2   4   4   4   4   4   4   2   3   3   3
## 155   4  4  2  4  3  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 156   4  4  3  3  4  4  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 157   4  3  4  4  3  4  4  3  4   3   2   2   3   4   3   4   4   4   4   4
## 158   4  2  4  4  4  4  4  4  4   4   5   5   4   5   5   5   3   5   3   4
## 159   4  4  4  4  4  4  4  4  4   4   5   5   4   5   5   5   3   5   3   4
## 160   4  4  4  4  4  4  4  1  4   4   5   5   4   5   5   5   3   5   3   4
## 161   4  4  4  4  5  4  4  4  4   4   3   2   2   4   2   4   2   4   3   3
## 162   4  2  4  3  2  3  4  4  4   2   4   4   4   4   4   4   4   4   2   2
## 163   3  2  4  2  2  2  4  2  4   2   2   4   4   4   4   4   4   4   4   4
## 164   3  4  2  2  2  1  2  2  4   2   2   2   2   4   2   4   4   4   3   4
## 165   4  4  4  4  4  3  4  4  4   4   4   4   4   5   4   4   5   5   4   4
## 166   2  2  2  2  2  2  1  1  1   1   2   2   2   3   2   4   2   3   3   3
## 167   4  3  4  4  4  2  4  4  2   4   3   4   4   4   4   4   2   4   3   4
## 168   4  4  2  2  2  2  4  4  4   3   3   4   4   4   2   4   4   4   4   4
## 169   4  4  2  4  4  2  2  4  4   3   4   4   4   4   3   4   2   4   4   4
## 170   4  4  4  4  4  4  3  4  3   3   4   3   3   3   4   3   3   3   3   3
## 171   4  4  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 172   4  4  2  4  4  2  4  5  4   4   4   4   4   4   4   5   5   5   4   3
## 173   4  4  4  4  4  2  4  4  1   4   4   4   4   4   4   4   4   4   4   4
## 174   5  5  4  4  4  5  5  5  5   5   5   4   4   5   5   4   4   4   3   4
## 175   4  5  4  4  4  4  4  4  5   3   4   4   4   4   4   4   4   4   4   4
## 176   3  3  4  4  3  4  4  4  4   3   3   3   2   4   3   4   4   5   2   2
## 177   4  3  2  3  2  1  4  1  4   2   4   3   4   4   4   4   4   4   4   4
## 178   4  4  4  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 179   4  4  4  4  4  4  4  5  5   4   4   3   4   4   4   4   4   4   4   4
## 180   3  3  2  3  3  3  4  4  4   3   4   4   4   4   4   4   4   4   3   4
## 181   4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 182   4  4  4  4  2  4  2  4  4   4   4   4   4   4   4   4   4   4   4   4
## 183   4  4  4  4  2  4  4  4  4   4   4   4   4   4   2   4   4   4   4   4
## 184   4  4  4  4  4  4  4  4  2   4   3   4   4   4   2   4   4   4   3   3
## 185   4  2  4  4  2  1  2  3  2   2   2   4   4   4   4   4   4   4   2   4
## 186   4  4  4  4  4  3  2  3  2   3   2   4   4   2   4   4   5   1   1   1
## 187   4  4  2  3  4  1  2  2  4   4   4   4   4   4   5   5   5   5   5   5
## 188   5  2  2  3  3  2  4  5  4   3   2   2   4   4   4   4   3   3   4   4
## 189   4  3  4  2  4  4  1  2  2   3   3   2   4   4   3   4   3   4   3   4
## 190   4  4  4  4  4  2  4  4  4   4   4   2   4   4   2   4   4   4   2   2
## 191   4  4  4  4  5  4  2  4  2   4   3   4   4   4   4   5   5   5   2   5
## 192   2  4  2  4  4  2  2  4  4   4   3   2   4   4   2   4   1   5   3   2
## 193   2  4  2  4  4  2  4  4  4   3   4   2   4   4   4   4   3   5   3   2
## 194   4  4  4  4  4  4  4  2  2   4   2   3   4   3   3   4   2   5   4   5
## 195   4  4  4  4  4  4  4  2  2   4   2   3   4   3   3   4   2   5   4   5
## 196   5  5  5  5  5  5  5  5  5   5   5   5   5   5   5   4   4   2   4   5
## 197   4  4  3  4  4  4  4  4  4   3   4   2   4   4   3   4   4   4   3   3
## 198   3  2  2  2  2  1  5  4  4   4   5   5   5   5   4   4   3   4   2   4
## 199   4  4  3  4  4  5  4  4  4   3   4   4   4   4   4   4   2   4   4   4
## 200   4  3  2  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   3
## 201   4  4  2  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 202   4  3  5  3  1  2  3  2  3   2   3   3   1   3   3   2   2   3   3   3
## 203   4  2  2  2  2  2  1  1  2   2   4   4   4   5   4   5   4   5   5   5
## 204   3  4  4  3  3  3  4  4  4   3   4   3   3   3   4   5   4   4   3   2
## 205   1  5  4  4  4  4  5  4  5   5   5   1   4   4   5   5   4   4   1   1
## 206   4  4  4  4  4  3  4  2  2   4   2   4   2   4   4   4   2   2   4   4
## 207   2  4  4  2  2  4  4  4  4   4   2   5   5   5   4   4   1   4   2   1
## 208   2  2  2  1  1  2  2  2  2   3   3   1   2   3   1   2   2   2   2   5
## 209   2  4  4  3  3  3  3  2  4   4   4   4   3   4   4   4   4   4   2   3
## 210   4  4  4  2  4  2  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 211   4  4  2  2  2  2  2  4  4   3   4   3   3   4   3   4   3   4   4   4
## 212   3  3  2  2  2  1  4  4  4   3   3   2   3   3   3   3   3   3   3   3
## 213   4  4  3  2  2  2  4  2  4   3   4   3   4   4   4   4   4   4   4   3
## 214   4  5  4  5  5  4  4  5  5   5   5   4   4   5   5   4   4   4   4   4
## 215   4  4  3  4  3  2  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 216   3  2  2  1  2  2  4  4  2   2   3   4   2   4   3   4   4   4   3   4
## 217   4  2  4  2  2  2  4  4  2   4   2   4   4   4   2   4   4   4   4   2
## 218   3  5  3  3  4  5  5  5  5   5   5   5   5   5   5   5   5   5   3   5
## 219   3  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   3   3   3   3
## 220   2  2  2  2  2  2  2  2  4   3   2   2   2   2   2   2   2   4   2   2
## 221   2  4  2  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   2   4
## 222   3  4  3  2  2  2  2  2  4   2   4   4   4   4   4   4   2   3   3   3
## 223   4  4  4  4  3  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 224   4  4  4  3  4  4  4  4  4   3   4   4   4   4   3   4   4   4   4   4
## 225   4  4  3  4  3  4  4  3  4   3   2   2   3   4   3   4   4   4   4   4
## 226   3  4  2  4  4  4  4  4  4   4   5   5   4   5   5   5   3   5   3   4
## 227   3  4  4  4  4  4  4  4  4   4   5   5   4   5   5   5   3   5   3   4
## 228   3  4  4  4  4  4  4  1  4   4   5   5   4   5   5   5   3   5   3   4
## 229   3  4  4  4  5  4  4  4  4   4   3   2   2   4   2   4   2   4   3   3
## 230   2  4  2  3  2  3  4  4  4   2   4   4   4   4   4   4   4   4   2   2
## 231   3  3  3  3  4  4  4  4  3   4   3   4   4   4   5   4   3   4   3   3
## 232   4  2  2  2  2  3  3  3  3   4   3   3   3   4   4   4   2   4   4   4
## 233   2  2  2  3  2  2  3  3  3   3   4   3   3   3   4   4   4   2   4   4
## 234   2  2  2  4  2  2  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 235   3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 236   4  4  4  3  3  4  5  5  5   5   4   4   4   4   3   4   4   4   4   4
## 237   2  2  2  2  2  3  3  3  3   4   3   3   3   4   4   4   2   4   4   4
## 238   3  3  3  2  3  4  4  4  4   4   3   4   4   4   5   4   3   5   4   3
## 239   3  3  3  3  4  4  4  4  3   4   3   4   4   4   5   4   3   4   3   3
## 240   4  4  4  3  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 241   5  4  4  4  4  4  2  3  5   4   4   4   4   4   4   4   4   5   4   4
## 242   4  3  2  4  4  4  2  2  4   4   3   2   2   4   2   4   4   4   4   4
## 243   4  3  4  4  4  4  3  4  4   4   3   3   3   4   4   3   2   4   4   4
## 244   2  2  2  2  1  1  4  4  4   2   2   4   4   4   4   5   5   5   2   4
## 245   2  4  2  2  3  4  3  2  2   2   2   2   4   4   4   4   4   4   2   4
## 246   4  3  4  3  3  4  2  2  3   4   3   2   4   4   3   4   4   4   3   4
## 247   3  2  2  4  2  1  4  4  4   2   2   2   3   4   2   4   4   5   3   4
## 248   4  4  4  3  3  4  4  1  4   3   4   4   4   5   4   4   3   5   3   4
## 249   4  1  1  4  3  4  2  4  4   4   2   3   3   4   2   4   2   4   3   3
## 250   4  4  2  2  4  3  4  2  2   2   2   2   4   4   4   4   4   4   3   2
## 251   2  4  4  3  4  2  3  2  2   2   4   4   4   4   4   3   3   4   4   4
## 252   4  4  4  4  4  4  2  4  2   4   4   4   4   4   4   4   4   4   4   4
## 253   1  1  1  2  3  1  2  2  2   2   1   2   3   2   3   2   2   2   2   2
## 254   4  4  4  4  3  4  4  3  4   3   4   4   4   4   4   4   4   3   3   3
## 255   4  4  4  4  2  4  5  4  4   4   4   4   4   4   4   4   4   4   2   4
## 256   4  3  4  4  4  4  3  4  4   4   4   3   4   3   4   4   4   4   4   4
## 257   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 258   4  3  2  4  2  2  2  2  4   4   4   2   4   4   4   4   4   4   3   4
## 259   3  4  2  1  1  2  4  4  4   3   5   2   2   5   4   4   3   4   3   3
## 260   4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 261   4  3  4  3  2  2  4  4  3   3   3   4   3   3   4   4   4   4   4   4
## 262   3  2  2  3  1  1  1  2  2   2   2   2   2   2   3   2   3   2   4   4
## 263   4  4  3  4  3  2  2  2  4   4   4   3   4   4   4   4   4   4   4   4
## 264   2  2  2  2  2  2  3  4  3   3   2   3   3   4   3   4   2   4   4   3
## 265   4  3  4  4  3  4  4  4  4   4   4   4   4   4   3   4   4   4   4   4
## 266   4  5  4  2  5  2  4  4  4   4   5   5   5   5   5   4   4   3   4   3
## 267   4  2  4  2  2  4  1  2  4   2   3   4   4   4   2   4   4   4   2   4
## 268   5  3  4  4  4  4  2  4  4   3   4   4   4   4   4   4   2   4   2   3
## 269   2  2  3  2  2  1  3  4  3   2   4   5   5   4   4   4   4   5   4   4
## 270   4  5  4  3  4  4  3  4  5   5   4   5   5   4   3   5   4   5   4   4
## 271   4  4  2  4  2  2  5  4  4   4   5   5   5   5   5   4   4   4   4   3
## 272   4  4  2  4  4  2  2  4  2   2   2   2   2   4   2   2   2   4   4   2
## 273   3  4  1  4  4  4  4  2  4   4   4   4   4   2   4   4   4   2   2   3
## 274   4  4  4  4  4  4  4  2  4   4   4   4   4   4   4   4   4   4   4   4
## 275   4  3  2  2  2  2  2  2  3   3   2   2   4   4   4   4   3   4   3   3
## 276   3  3  3  2  2  1  2  2  4   2   5   2   2   5   5   5   4   5   5   5
## 277   1  2  2  2  1  1  1  2  2   3   2   2   2   3   2   2   2   2   3   2
## 278   1  2  2  2  1  1  1  2  2   3   2   2   2   3   2   2   2   2   3   2
## 279   4  4  2  4  2  2  2  2  2   2   3   3   4   4   2   4   4   4   3   3
## 280   4  4  2  2  2  4  2  3  4   2   4   2   4   4   4   4   2   4   2   4
## 281   4  4  2  4  4  2  1  4  4   4   2   1   4   4   4   4   4   4   4   4
## 282   4  4  4  4  4  2  4  4  4   3   4   3   4   4   3   4   4   4   3   4
## 283   4  4  4  4  4  4  5  4  4   4   4   4   4   4   4   4   4   4   4   4
## 284   4  3  3  2  2  2  4  4  4   2   3   4   4   4   2   4   4   4   1   3
## 285   3  2  2  2  2  2  3  3  4   2   3   2   3   3   3   4   4   4   2   4
## 286   4  4  2  2  4  2  2  4  4   2   4   3   4   4   3   4   4   4   4   3
## 287   4  3  4  4  3  2  4  4  4   3   3   4   4   5   3   4   4   4   4   4
## 288   4  4  4  2  4  4  4  4  4   3   3   2   4   4   2   4   3   4   4   4
## 289   4  4  2  4  4  2  4  4  4   4   4   4   4   4   4   2   2   4   4   4
## 290   4  3  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   5   3   3
## 291   2  3  2  3  2  2  2  3  2   2   3   2   3   2   4   3   4   2   2   2
## 292   3  2  2  2  1  3  4  2  4   2   3   2   4   4   4   5   4   4   4   4
## 293   5  4  4  4  4  4  4  4  2   3   4   4   4   4   4   4   4   5   3   4
## 294   4  2  2  3  4  2  4  4  4   3   4   4   4   4   4   4   2   4   4   4
## 295   4  3  3  4  4  4  4  3  4   3   4   4   4   4   4   4   3   3   4   4
## 296   5  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   2
## 297   4  4  2  2  2  1  2  2  2   2   4   2   2   4   4   4   4   4   4   4
## 298   3  3  3  4  3  2  2  3  2   2   4   4   4   4   4   4   4   4   4   4
## 299   4  4  2  3  3  4  4  4  4   3   3   4   4   3   3   4   4   4   3   4
## 300   4  3  4  2  2  5  2  2  5   1   3   1   3   4   3   4   4   5   3   4
## 301   4  4  2  2  2  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 302   4  4  4  4  4  4  4  4  4   3   4   4   4   3   3   4   4   5   3   4
## 303   4  4  4  4  3  2  4  2  4   2   3   2   4   4   3   4   4   4   4   4
## 304   5  4  3  3  3  3  4  2  3   3   4   4   5   4   4   4   4   4   3   3
## 305   2  2  2  3  2  2  4  4  4   4   2   3   4   4   2   4   3   4   2   4
## 306   4  4  4  4  4  3  3  3  3   3   4   4   4   4   4   4   4   4   4   4
## 307   2  4  4  2  4  4  4  2  4   4   4   4   4   4   4   4   4   4   4   4
## 308   3  3  4  4  4  4  3  4  4   3   3   4   4   4   4   4   4   4   3   3
## 309   2  2  2  2  2  2  3  3  3   3   1   2   2   2   2   4   4   4   4   4
## 310   2  2  1  2  2  1  4  3  4   2   3   3   4   4   4   4   2   4   3   3
## 311   4  4  4  4  4  4  4  4  2   4   4   4   4   4   4   4   4   4   4   3
## 312   2  3  2  2  2  3  2  2  2   2   3   2   4   4   2   4   4   4   2   4
## 313   4  4  4  4  4  2  4  4  4   4   5   2   4   4   4   4   4   4   4   4
## 314   4  3  2  4  2  2  4  4  4   3   3   2   4   4   3   4   4   5   4   3
## 315   4  4  3  4  4  2  3  3  4   3   4   3   3   5   5   4   5   5   4   4
## 316   4  2  2  2  2  4  4  2  4   2   4   3   5   4   4   4   4   4   4   4
## 317   4  3  3  3  4  4  4  4  4   3   5   5   5   5   5   4   4   4   4   5
## 318   2  1  2  1  1  2  1  2  4   2   4   4   2   4   4   2   3   3   2   4
## 319   4  2  1  4  4  1  3  4  3   4   5   5   4   5   5   4   4   1   4   4
## 320   2  2  2  2  2  1  1  2  1   3   4   4   4   4   3   4   3   4   4   3
## 321   4  3  3  4  4  4  2  5  2   3   3   4   3   2   2   4   3   5   4   3
## 322   4  2  2  3  3  2  2  4  4   3   3   2   3   4   4   4   4   3   3   3
## 323   4  3  3  2  3  2  4  4  4   3   3   4   4   4   3   4   4   4   3   3
## 324   3  4  4  3  3  4  2  4  2   3   3   2   4   4   4   4   2   4   4   4
## 325   4  2  1  4  4  1  3  4  3   4   5   5   4   5   5   4   4   1   4   4
## 326   4  4  4  4  4  3  4  4  3   4   3   4   4   4   4   4   4   4   3   3
## 327   4  4  2  4  4  2  4  2  4   4   2   4   4   4   4   4   4   4   4   4
## 328   4  4  4  2  4  2  4  4  4   2   4   4   4   4   4   4   4   4   4   4
## 329   4  3  2  4  2  1  2  2  4   1   3   2   3   4   3   4   2   4   3   2
## 330   5  5  4  4  4  2  4  4  2   4   4   4   4   4   4   4   2   4   4   4
## 331   4  4  4  2  2  2  2  3  2   2   5   5   5   4   4   4   4   4   4   4
## 332   4  2  2  4  2  4  4  4  4   4   3   3   3   3   3   5   4   4   4   4
## 333   4  4  2  2  4  4  3  4  4   2   3   2   2   3   2   4   4   4   3   4
## 334   2  3  2  2  3  2  1  1  1   3   3   2   3   3   3   4   4   4   5   5
## 335   5  4  4  2  2  1  4  5  4   4   4   4   2   4   2   4   4   5   2   2
## 336   4  4  4  4  4  4  4  5  4   4   4   4   4   4   4   4   4   4   4   4
## 337   2  2  2  2  2  2  2  3  3   2   2   3   2   2   2   2   2   2   2   2
## 338   4  4  5  4  3  2  4  2  4   3   4   2   5   5   3   5   4   4   3   4
## 339   4  4  4  3  4  5  4  3  3   4   4   4   4   4   4   5   4   5   4   5
## 340   4  4  4  4  4  2  4  4  4   3   4   3   4   4   3   4   4   4   3   3
## 341   4  4  4  4  4  4  2  3  2   2   4   4   4   4   4   4   4   4   4   4
## 342   4  5  2  2  2  4  4  4  4   4   4   4   4   4   4   4   4   4   3   2
## 343   2  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   3   3   3
## 344   4  4  3  3  3  3  4  2  4   4   4   4   4   4   4   5   3   4   3   3
## 345   5  5  3  4  4  3  4  4  4   3   3   2   2   4   3   4   4   4   3   3
## 346   4  3  4  3  3  3  4  2  2   3   4   3   4   3   3   4   2   5   4   4
## 347   4  4  4  4  4  5  4  5  4   4   4   3   4   4   4   3   4   4   4   3
## 348   4  2  2  3  2  4  2  2  2   2   4   2   3   4   3   4   4   4   2   2
## 349   4  4  4  2  4  2  2  2  3   2   3   4   4   3   3   4   4   4   3   3
## 350   4  4  2  2  2  2  2  2  2   2   2   2   4   2   2   4   4   4   2   2
## 351   4  4  4  3  3  2  2  2  2   3   4   4   4   4   4   4   3   3   3   3
## 352   4  4  4  4  4  4  4  2  4   4   4   4   4   4   4   4   4   4   3   2
## 353   5  3  4  4  4  3  3  4  3   3   4   4   4   4   4   4   4   4   4   4
## 354   4  3  4  4  2  4  2  1  2   4   4   4   4   5   4   4   2   4   3   3
## 355   4  3  4  3  2  2  3  4  4   2   4   4   4   4   4   3   5   4   3   3
## 356   2  3  2  1  4  2  3  1  5   2   2   3   3   3   2   4   2   5   3   4
## 357   4  3  2  3  3  2  2  2  2   3   3   3   2   2   2   2   2   2   3   2
## 358   4  4  4  4  4  4  4  2  4   4   4   4   4   4   4   4   4   5   4   4
## 359   2  2  2  2  2  3  2  4  4   2   2   2   2   2   2   2   4   3   2   3
## 360   2  4  2  2  2  4  2  4  2   2   4   4   4   4   4   2   2   4   2   4
## 361   4  4  2  3  3  4  2  4  4   3   4   2   4   4   4   4   4   4   4   1
## 362   4  4  2  3  4  2  4  4  4   2   4   4   4   4   3   3   2   4   4   4
## 363   4  4  4  4  4  4  4  4  4   4   4   4   4   3   4   4   4   3   3   3
## 364   4  4  2  4  3  2  2  2  1   2   4   2   4   4   3   4   4   5   2   3
## 365   2  2  2  2  2  2  2  2  2   2   3   3   3   3   3   4   4   4   2   3
## 366   2  3  3  2  3  2  2  2  2   3   3   2   2   3   3   3   2   4   2   2
## 367   2  4  2  2  2  2  2  3  3   2   4   4   4   4   4   5   5   5   5   5
## 368   4  2  2  2  2  2  2  2  3   2   2   2   4   4   4   4   4   4   4   4
## 369   4  3  2  2  2  2  3  2  4   2   4   2   5   4   4   5   2   4   4   4
## 370   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   2   4   4   4
## 371   4  3  3  3  3  3  3  3  3   3   4   4   4   4   4   3   3   4   4   4
## 372   4  4  4  4  4  4  3  4  4   4   4   4   4   4   4   4   4   4   3   3
## 373   2  4  2  2  2  3  2  2  4   4   3   2   4   4   4   4   4   4   2   2
## 374   3  3  4  4  2  4  4  4  4   2   4   4   4   4   4   4   2   4   4   4
## 375   3  3  4  4  2  3  2  1  2   2   4   4   4   4   4   4   2   4   3   4
## 376   2  4  2  2  2  5  2  2  2   2   2   3   4   4   4   4   4   5   3   2
## 377   4  4  3  3  2  2  4  4  4   3   3   3   3   3   3   3   2   3   3   3
## 378   4  4  3  4  4  4  3  3  2   4   4   4   3   4   4   5   4   4   4   4
## 379   4  3  1  2  2  2  2  4  2   2   2   3   4   4   4   5   4   4   4   4
## 380   4  2  2  2  2  2  1  1  2   2   4   4   4   5   4   5   4   5   5   5
## 381   2  2  2  4  2  2  2  3  2   3   2   3   3   3   4   3   4   3   3   3
## 382   2  2  2  2  2  2  4  2  5   2   2   2   2   2   2   5   2   4   2   2
## 383   4  4  4  4  4  4  4  4  4   4   4   2   4   2   4   4   2   2   4   4
## 384   4  4  4  2  4  4  2  4  4   2   4   4   4   4   4   4   4   4   2   4
## 385   4  4  4  4  4  4  2  4  4   2   4   4   2   4   4   4   4   4   4   4
## 386   4  4  4  3  5  4  2  3  5   4   3   3   4   3   3   4   4   4   4   4
## 387   4  3  2  2  2  2  2  4  2   2   4   3   3   2   5   5   5   5   4   4
## 388   4  4  2  2  2  2  3  4  5   2   4   4   4   4   3   5   1   5   4   4
## 389   3  4  4  4  4  4  1  4  2   3   4   5   4   5   4   4   4   4   4   4
## 390   4  4  4  4  4  2  4  4  2   4   4   4   4   4   4   4   4   4   4   4
## 391   2  3  2  2  4  2  1  2  4   2   4   4   4   4   4   4   4   4   4   4
## 392   4  2  2  4  2  2  2  2  2   2   4   4   4   4   4   4   4   4   4   4
## 393   4  2  4  2  4  5  1  2  4   3   4   4   4   3   4   4   4   4   5   4
## 394   2  2  2  2  2  4  4  4  4   3   2   4   4   4   3   4   4   4   4   2
## 395   4  4  4  4  3  4  3  2  4   3   4   3   4   4   3   4   4   4   4   4
## 396   2  1  1  1  2  1  1  1  1   1   3   2   2   2   1   1   1   1   2   1
## 397   4  4  3  3  3  3  4  4  4   4   4   5   5   4   3   3   4   4   4   3
## 398   4  4  2  1  2  4  4  4  4   3   4   4   4   5   4   4   4   4   2   2
## 399   5  5  2  2  4  4  4  4  5   4   4   4   4   4   4   4   4   4   4   4
## 400   4  2  1  2  4  2  4  5  2   4   5   4   4   5   4   4   4   4   4   4
## 401   4  4  3  4  3  4  2  2  2   2   3   4   3   4   2   3   2   4   3   3
## 402   3  3  2  2  3  4  4  4  2   2   3   3   3   4   2   3   5   4   5   3
## 403   4  3  2  3  4  2  2  4  2   4   4   4   4   4   4   4   4   4   4   4
## 404   4  4  2  4  2  3  2  4  4   3   4   3   2   4   4   4   4   4   5   3
## 405   2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 406   2  1  2  2  2  4  4  2  2   2   2   2   4   2   4   4   4   4   2   4
## 407   4  3  2  4  2  2  4  4  5   3   4   3   4   5   4   4   4   5   4   5
## 408   4  4  4  2  4  4  4  3  4   4   4   4   4   4   4   4   4   4   2   4
## 409   3  4  3  3  4  1  4  2  4   3   2   5   5   5   5   5   2   3   4   5
## 410   2  1  4  3  2  4  2  2  2   3   4   4   4   4   5   4   5   5   4   2
## 411   1  3  2  4  4  2  1  4  4   4   1   2   2   4   4   3   4   4   4   3
## 412   3  3  3  2  2  1  3  4  2   2   2   5   4   4   4   4   4   4   1   2
## 413   3  4  4  4  4  2  2  4  4   2   2   4   4   4   4   1   4   4   4   2
## 414   4  4  4  2  2  4  4  4  4   3   4   4   5   5   4   3   4   4   3   2
## 415   4  4  4  3  4  5  4  4  4   4   4   4   4   4   4   4   3   3   4   4
## 416   4  2  4  3  2  3  4  4  4   2   4   4   4   4   4   4   4   4   2   2
## 417   4  4  4  4  2  4  4  4  4   2   4   4   4   4   4   4   4   4   4   4
## 418   4  4  4  2  4  4  3  4  4   4   5   5   3   5   5   5   4   5   5   4
## 419   4  4  2  3  2  2  1  4  2   4   2   4   2   4   4   5   2   5   4   2
## 420   4  4  4  4  4  4  5  4  4   4   4   4   4   4   4   5   4   4   4   4
## 421   4  3  2  2  2  2  4  4  3   3   4   4   2   4   3   4   4   4   3   3
## 422   4  3  4  2  4  4  4  4  4   2   4   2   3   4   4   4   3   4   4   3
## 423   5  5  5  5  5  3  5  3  5   5   5   5   5   4   5   4   4   3   4   4
## 424   4  4  3  2  3  2  4  2  4   3   4   3   4   4   4   4   3   4   4   3
## 425   4  4  4  4  4  4  4  4  4   4   3   2   4   2   3   4   4   4   3   4
## 426   4  2  2  2  3  4  4  4  4   4   4   3   4   4   3   4   3   4   3   3
## 427   4  4  2  2  4  4  2  4  4   4   2   4   4   4   2   4   4   5   4   4
## 428   3  4  2  2  4  4  4  4  3   2   2   2   2   3   3   4   3   4   3   3
## 429   2  2  2  2  1  1  4  2  1   1   2   2   4   4   1   5   1   4   4   4
## 430   4  2  4  3  3  4  5  5  5   3   3   4   4   4   3   5   4   3   2   3
## 431   4  4  4  3  4  4  4  2  4   3   3   4   3   4   3   5   5   5   4   4
## 432   4  3  3  4  4  4  4  4  4   1   3   3   4   4   4   4   3   4   4   3
## 433   4  4  4  4  5  4  5  5  5   5   4   4   2   5   5   4   4   4   5   4
## 434   4  2  4  2  4  2  5  4  4   2   5   4   4   5   5   4   4   5   2   3
## 435   2  4  2  2  2  4  4  2  4   3   4   2   4   4   4   4   2   4   4   4
## 436   4  4  4  3  4  4  4  4  2   3   4   4   4   4   4   4   4   4   4   4
## 437   5  5  4  4  2  5  5  4  4   3   4   4   4   5   4   5   4   4   4   4
## 438   4  4  3  3  3  3  3  4  3   3   3   4   4   4   3   4   4   4   4   3
## 439   2  2  2  2  2  2  2  4  2   2   3   3   3   4   4   4   4   4   4   3
## 440   5  4  3  4  4  4  4  4  5   4   3   4   3   3   4   4   3   4   4   3
## 441   4  4  4  4  3  2  2  2  1   2   4   3   4   4   3   4   3   4   3   2
## 442   4  3  2  3  4  2  2  4  1   4   4   5   5   5   3   5   5   5   3   2
## 443   4  4  2  4  4  4  2  4  2   4   2   2   4   2   2   4   2   4   2   2
## 444   4  4  4  3  4  4  4  2  3   3   4   4   4   4   4   4   4   4   3   3
## 445   3  3  2  2  2  2  1  1  2   2   2   2   2   2   2   4   4   4   4   4
## 446   2  2  2  2  2  4  2  2  2   2   4   3   2   4   2   4   4   4   2   3
## 447   4  4  3  2  2  1  4  3  4   2   5   4   4   5   4   4   4   4   4   4
## 448   3  2  1  2  2  1  2  2  2   1   3   1   4   4   3   4   3   4   3   4
## 449   4  4  3  2  2  3  3  4  4   4   4   4   3   4   4   4   4   4   4   3
## 450   1  2  2  2  2  2  2  2  4   2   4   4   1   4   3   4   4   4   4   3
## 451   3  3  2  3  2  2  2  3  2   3   4   2   3   4   2   4   4   4   3   3
## 452   4  4  3  3  2  2  2  2  2   2   3   3   4   4   3   3   4   3   3   4
## 453   4  3  2  2  2  2  2  4  2   2   3   3   3   3   3   4   4   4   3   3
## 454   4  3  4  3  2  2  4  4  2   3   4   4   4   4   3   4   4   4   3   4
## 455   4  3  4  2  4  2  4  2  4   4   3   3   4   5   4   4   4   5   4   4
## 456   4  3  3  3  3  1  2  4  2   2   5   4   4   4   4   4   4   4   5   3
## 457   3  4  2  2  2  2  3  2  3   2   4   4   3   5   4   5   3   4   4   4
## 458   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 459   4  4  4  2  3  2  2  4  2   2   3   4   4   4   4   4   4   4   4   4
## 460   4  3  2  3  4  4  4  2  4   2   5   4   4   4   4   4   4   4   4   4
## 461   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   3
## 462   2  4  5  2  2  2  5  4  4   5   5   5   5   5   5   5   4   4   4   4
## 463   4  4  2  2  4  4  2  4  4   3   4   3   4   4   4   4   3   4   4   4
## 464   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 465   2  3  2  2  2  2  4  4  5   4   4   4   4   4   4   4   2   4   3   2
## 466   4  3  1  2  2  4  5  2  4   2   3   1   4   4   4   4   4   4   2   2
## 467   3  3  3  3  3  3  4  4  3   4   3   3   3   4   4   4   4   3   4   2
## 468   3  3  3  5  5  3  3  3  5   5   3   3   3   5   5   3   3   3   5   5
## 469   5  5  5  5  5  5  4  5  5   5   5   5   5   5   5   5   5   4   4   4
## 470   5  5  5  5  5  5  3  5  5   5   3   5   5   4   5   4   4   4   4   4
## 471   4  4  4  4  3  4  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 472   3  3  3  3  4  3  4  3  3   4   3   5   3   2   5   5   5   5   5   5
## 473   4  3  2  2  2  4  2  4  2   2   2   2   2   2   2   4   4   4   2   3
## 474   4  4  2  2  2  2  4  2  4   2   4   2   4   4   4   4   4   4   4   4
## 475   2  2  2  2  2  2  2  2  4   2   2   2   2   3   2   4   3   2   2   3
## 476   4  4  4  3  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   2
## 477   4  3  3  3  3  4  4  4  4   3   3   3   4   4   4   4   2   3   4   4
## 478   2  4  2  4  4  4  4  2  4   2   4   2   4   4   2   4   4   4   2   2
## 479   4  4  4  4  4  2  5  4  4   4   4   4   4   4   4   4   4   4   4   4
## 480   4  4  3  3  3  2  4  4  2   3   4   4   4   4   4   4   4   4   4   4
## 481   3  3  2  2  2  2  2  4  4   2   4   4   5   5   5   5   5   4   4   4
## 482   4  3  2  3  3  2  2  4  4   3   4   4   3   4   3   4   2   3   2   3
## 483   2  2  1  1  1  2  1  1  1   2   3   1   4   4   4   5   5   5   5   5
## 484   4  4  4  3  3  3  4  3  4   4   3   3   3   3   3   3   4   4   4   3
## 485   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 486   5  4  4  4  4  4  2  2  3   5   5   5   5   5   4   4   5   5   4   3
## 487   4  1  4  4  4  4  4  4  4   2   4   2   4   4   4   4   4   4   4   4
## 488   4  2  2  2  2  5  4  4  3   2   4   2   4   4   3   4   2   5   3   4
## 489   2  2  2  3  2  2  2  4  4   3   2   4   4   2   2   4   4   4   3   4
## 490   4  4  2  2  2  2  4  4  4   4   4   2   4   4   2   4   3   4   3   2
## 491   4  4  3  4  4  3  4  4  4   4   4   4   4   4   4   4   4   4   4   3
## 492   4  4  4  4  4  4  4  5  5   4   4   4   4   4   4   4   3   4   4   4
## 493   4  4  4  4  4  4  3  4  5   4   4   4   4   4   4   4   4   4   4   4
## 494   5  3  3  3  5  2  1  4  1   3   2   2   2   3   3   4   3   4   2   3
## 495   4  4  4  4  4  4  5  3  4   5   5   5   5   5   5   5   5   5   5   5
## 496   4  3  2  3  2  2  2  2  4   2   4   2   2   4   3   4   4   4   4   4
## 497   4  4  2  2  2  2  2  3  3   3   4   3   3   4   4   3   3   4   4   2
## 498   4  4  4  4  4  3  4  4  2   3   3   4   4   4   3   4   4   4   4   4
## 499   3  2  2  3  2  4  2  3  2   2   3   2   3   2   3   3   1   2   2   2
## 500   5  5  3  5  2  3  2  4  2   2   3   4   3   4   3   3   2   2   5   2
## 501   3  4  2  2  3  2  3  2  2   3   4   4   4   4   3   5   3   5   4   3
## 502   2  2  2  2  2  1  1  4  1   2   3   4   3   4   3   4   2   4   3   3
## 503   4  4  4  3  4  4  4  5  5   3   3   3   4   4   3   4   4   4   4   4
## 504   3  3  2  2  3  3  2  3  2   3   3   3   3   3   3   4   3   5   3   3
## 505   4  4  4  4  2  4  4  4  4   4   4   5   5   5   5   5   5   5   5   5
## 506   4  4  2  2  4  4  1  4  2   2   4   4   4   4   4   4   4   4   4   4
## 507   4  4  4  4  2  4  4  4  4   3   4   3   3   4   4   4   3   4   4   3
## 508   5  2  2  4  2  2  3  4  4   4   4   3   4   4   3   4   3   4   4   3
## 509   4  1  2  2  3  4  4  4  4   3   4   4   4   4   4   4   3   4   3   3
## 510   4  3  4  2  2  4  4  4  4   4   4   4   4   4   4   4   4   4   4   2
## 511   4  3  3  4  3  4  2  4  4   3   4   4   4   4   4   4   4   4   4   3
## 512   2  3  4  4  4  3  4  2  2   4   4   4   3   4   4   4   3   3   4   4
## 513   3  5  4  3  4  4  4  4  2   4   3   3   3   3   4   3   3   3   3   3
## 514   2  2  2  3  2  2  2  2  3   3   3   2   3   3   3   2   4   4   2   4
## 515   3  4  2  2  2  1  3  4  4   2   4   4   4   4   3   4   4   4   2   4
## 516   5  4  5  5  2  4  5  5  5   4   5   5   5   5   4   5   4   5   4   4
## 517   5  5  4  4  5  4  4  2  4   4   4   4   4   4   4   4   5   5   4   5
## 518   4  4  4  4  4  4  2  2  4   4   4   2   4   4   4   4   4   4   4   4
## 519   5  5  5  5  5  3  5  5  5   5   5   5   5   5   5   5   5   5   5   5
## 520   4  3  4  2  4  4  2  4  3   3   2   2   2   2   2   2   2   4   2   4
## 521   3  3  2  2  2  2  2  3  3   3   4   3   4   4   4   5   5   5   3   4
## 522   4  4  4  4  4  4  4  4  4   4   4   4   4   5   5   4   4   4   4   4
## 523   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   3   3
## 524   4  4  4  2  3  4  3  2  2   3   4   3   4   4   4   4   5   5   4   4
## 525   5  4  4  4  4  4  3  3  4   4   4   4   5   5   4   4   5   4   4   4
## 526   2  2  3  3  3  2  2  2  2   2   3   3   3   3   3   4   4   4   4   4
## 527   2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 528   4  4  2  4  4  2  3  2  4   3   4   3   4   4   4   4   3   4   3   2
## 529   3  2  3  3  3  1  2  2  2   2   1   3   3   2   3   2   2   1   4   3
## 530   3  2  2  3  2  2  2  3  2   2   3   2   3   2   1   3   3   2   3   2
## 531   2  1  2  1  2  1  1  1  1   2   1   2   3   2   2   3   1   1   2   3
## 532   4  3  2  2  2  2  4  4  1   3   4   3   4   4   3   4   4   4   3   3
## 533   4  4  2  4  2  2  4  2  4   4   2   2   2   2   2   4   4   4   2   2
## 534   4  4  4  4  3  4  4  4  4   3   4   3   4   4   3   4   4   4   3   3
## 535   4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   3   3   3
## 536   2  1  2  1  1  5  2  1  2   2   1   4   4   4   4   4   4   4   3   3
## 537   4  3  2  2  2  3  4  2  4   3   3   2   4   4   3   5   4   5   4   4
## 538   2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   4   4   4   2   2
## 539   3  2  2  2  2  2  3  4  4   2   3   4   4   4   4   4   4   4   4   3
## 540   4  4  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 541   4  4  4  4  2  2  2  2  4   4   4   2   4   4   4   4   4   4   4   3
## 542   5  4  5  4  3  4  2  3  2   2   4   2   4   3   4   2   4   3   3   4
## 543   2  2  3  2  2  2  2  4  4   2   1   4   4   4   3   4   4   4   3   4
## 544   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 545   4  4  4  4  4  2  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 546   2  4  2  2  4  2  2  3  2   2   2   2   5   4   4   5   4   5   3   5
## 547   2  4  4  4  2  4  4  4  2   2   2   1   4   4   2   4   2   4   4   2
## 548   4  4  4  4  4  3  4  4  4   3   4   5   4   5   4   5   4   4   4   4
## 549   3  2  2  3  2  2  2  2  4   2   4   2   2   4   4   4   4   4   4   3
## 550   4  4  4  4  3  3  3  3  3   3   3   3   4   4   3   4   3   4   3   4
## 551   1  3  3  1  2  2  1  2  2   3   3   3   4   2   3   1   3   4   3   3
## 552   2  3  2  2  3  2  2  2  2   3   4   4   2   4   3   4   4   4   4   3
## 553   2  3  2  2  3  3  3  2  2   2   2   3   3   2   1   2   2   2   1   2
## 554   3  2  2  2  2  1  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 555   2  2  2  3  3  3  2  2  2   3   2   2   3   4   2   3   2   4   4   4
## 556   2  2  2  3  2  2  2  3  2   2   2   2   3   2   1   3   1   1   1   2
## 557   3  2  2  4  3  2  2  2  3   2   3   2   4   4   4   4   4   4   4   4
## 558   4  4  4  2  4  4  2  4  4   2   2   2   2   2   4   4   4   2   3   4
## 559   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 560   4  3  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 561   1  4  1  4  5  2  1  2  2   2   4   4   4   4   4   3   4   2   3   3
## 562   5  4  4  4  4  3  4  4  4   4   2   2   4   2   2   4   4   4   4   3
## 563   4  3  2  2  2  3  2  3  2   2   3   4   4   4   3   4   4   3   3   4
## 564   4  4  3  4  3  2  3  2  4   4   4   3   4   4   4   4   4   4   4   4
## 565   4  3  4  2  2  2  2  4  4   3   4   3   2   4   2   4   3   4   4   4
## 566   4  4  1  1  2  1  2  1  4   1   4   4   4   4   4   4   4   4   3   4
## 567   3  4  3  3  3  4  2  3  2   3   3   4   4   5   4   4   4   4   3   4
## 568   2  2  2  2  2  2  2  3  3   3   3   2   2   3   2   3   3   3   2   3
## 569   4  4  3  3  2  2  4  4  4   4   3   4   4   4   4   4   4   4   4   4
## 570   2  2  3  4  2  2  2  4  2   2   4   2   2   4   3   4   4   4   3   2
## 571   4  2  2  4  2  2  2  4  2   2   4   2   3   2   1   3   4   2   4   2
## 572   4  4  2  4  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 573   2  2  1  2  2  2  2  1  2   1   1   1   2   2   2   2   1   1   2   2
## 574   4  4  2  4  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 575   1  2  1  2  1  1  1  1  1   1   1   1   1   3   2   2   4   1   2   2
## 576   4  3  3  3  2  3  4  3  4   3   3   4   3   2   3   1   3   2   4   4
## 577   2  4  2  4  2  1  4  4  5   2   2   4   4   5   4   5   4   5   4   4
## 578   4  4  2  2  2  4  4  4  4   3   4   3   3   3   3   3   3   3   3   3
## 579   2  3  2  3  2  4  4  2  4   4   3   2   4   5   2   4   3   5   5   5
## 580   4  4  2  4  4  4  4  4  4   3   3   4   4   4   4   3   4   4   3   4
## 581   4  3  4  4  4  2  4  4  4   3   4   4   4   4   4   5   5   5   5   5
## 582   4  3  4  3  3  2  4  2  4   2   4   4   4   4   4   4   4   4   4   3
## 583   4  3  4  3  2  3  2  4  4   3   4   3   4   4   3   4   4   4   3   4
## 584   2  1  2  1  1  1  3  4  2   3   3   3   4   4   4   4   4   4   3   4
## 585   5  4  3  5  3  4  4  4  2   3   3   2   3   4   2   5   4   5   2   2
## 586   4  4  4  4  4  4  4  2  4   4   4   2   2   4   3   4   4   4   4   3
## 587   4  2  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   2   4
## 588   4  4  4  4  3  4  3  3  2   3   3   3   4   2   3   4   2   4   2   4
## 589   4  4  4  4  4  5  4  4  4   4   5   4   4   4   4   3   4   4   4   4
## 590   4  4  4  4  4  4  3  4  4   4   4   4   4   4   4   4   4   4   4   4
## 591   3  3  3  3  3  3  3  4  3   3   3   3   4   3   3   4   3   3   4   3
## 592   4  4  4  4  4  4  4  2  4   4   2   2   2   4   4   4   4   4   2   4
## 593   4  2  2  4  2  2  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 594   2  2  3  3  2  2  2  2  2   2   2   3   2   2   3   3   3   2   2   2
## 595   4  2  2  4  4  3  2  4  2   2   3   4   5   3   3   5   4   5   4   4
## 596   3  2  3  2  2  2  4  3  4   3   3   4   3   4   4   4   3   4   3   4
## 597   3  2  2  2  2  2  2  4  2   2   3   2   2   2   2   4   3   4   3   4
## 598   2  4  4  4  4  2  4  4  4   4   4   2   4   4   2   2   3   4   3   2
## 599   4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   5   2   4   2   4
## 600   2  4  4  4  4  4  2  2  4   2   3   2   2   4   2   4   4   4   4   4
## 601   4  3  2  4  2  4  4  4  4   2   3   2   2   4   4   4   4   4   3   3
## 602   5  4  4  4  4  4  4  3  4   4   4   4   4   5   5   5   4   5   5   5
## 603   2  2  2  2  2  2  2  2  2   2   3   2   2   2   2   2   2   3   2   2
## 604   4  3  3  4  4  4  4  3  3   3   4   3   4   3   4   4   4   4   4   4
## 605   5  5  5  5  5  5  5  5  4   4   5   5   5   5   5   5   5   4   4   4
## 606   3  4  3  4  2  2  3  4  4   2   3   2   3   3   3   4   2   3   3   2
## 607   4  4  4  4  3  4  4  4  4   3   4   3   4   4   3   4   2   4   4   3
## 608   3  3  3  3  3  2  3  3  4   3   3   3   2   2   2   2   2   3   2   2
## 609   4  4  2  2  4  2  2  4  4   4   4   2   4   4   4   4   4   4   4   4
## 610   3  3  2  2  2  2  2  4  3   3   3   3   3   3   3   5   4   4   3   3
## 611   2  2  4  4  2  1  1  1  4   2   4   4   5   5   5   5   4   5   5   5
## 612   5  4  4  4  4  4  3  4  3   4   4   4   4   5   4   4   4   4   4   4
## 613   4  3  3  3  5  4  4  4  2   3   2   5   3   3   5   2   2   3   5   4
## 614   5  4  4  2  3  4  2  5  5   5   5   5   5   5   5   4   4   5   5   5
## 615   4  4  4  4  5  5  5  4  5   5   5   5   5   5   5   5   5   5   5   4
## 616   4  4  4  1  1  1  1  1  5   4   4   4   4   4   4   5   4   5   5   4
## 617   2  5  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 618   5  4  4  4  4  2  2  2  2   4   4   4   4   4   4   5   2   4   5   5
## 619   4  4  2  2  2  4  2  2  4   4   4   4   5   5   5   5   4   5   5   5
## 620   2  4  2  2  2  2  2  2  2   2   2   2   4   4   4   4   4   4   4   4
## 621   4  4  4  4  4  4  5  4  5   4   4   2   4   4   5   4   5   5   5   4
## 622   4  3  2  3  3  2  2  5  2   2   4   2   2   4   4   4   4   4   3   4
## 623   4  3  3  2  2  2  2  2  2   2   2   3   3   3   3   4   3   4   3   3
## 624   4  4  4  4  4  4  4  2  4   4   4   4   4   4   4   5   4   5   5   4
## 625   3  3  3  3  2  4  1  2  2   3   3   4   4   4   3   4   3   4   3   4
## 626   3  4  2  2  2  1  1  4  4   2   4   3   3   3   4   4   4   5   4   2
## 627   3  3  3  3  4  4  4  4  3   4   3   4   4   4   5   4   3   4   3   3
## 628   2  2  2  2  2  3  3  3  3   4   3   3   3   4   4   4   2   4   4   4
## 629   4  4  4  4  2  4  4  3  4   4   4   4   4   4   4   4   4   4   4   4
## 630   4  3  4  4  4  4  3  2  3   3   4   2   4   4   4   4   4   4   3   3
## 631   3  4  3  4  4  4  4  2  4   3   4   4   4   4   5   4   4   4   4   4
## 632   4  4  4  4  4  4  3  4  4   4   4   4   4   4   3   4   4   4   3   3
## 633   4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 634   4  3  2  5  2  2  3  2  3   3   3   4   4   4   3   4   3   4   4   4
## 635   3  3  2  2  4  2  2  4  2   2   4   2   4   4   4   4   4   4   3   3
## 636   4  2  3  2  2  2  5  2  2   2   4   4   4   4   5   4   3   4   4   4
## 637   4  4  2  4  3  4  3  2  1   1   1   3   3   2   3   4   4   4   2   3
## 638   4  3  3  4  4  2  2  2  2   2   3   3   2   3   3   2   3   3   3   3
## 639   4  3  2  4  4  4  4  4  5   3   5   4   4   5   4   4   4   4   4   4
## 640   4  2  2  3  4  3  2  2  2   2   4   4   4   4   3   4   4   4   2   4
## 641   4  3  3  3  2  2  4  2  2   3   4   3   3   4   4   4   4   5   5   5
## 642   4  3  2  2  2  2  2  2  2   3   4   4   4   4   4   3   4   4   4   4
## 643   2  2  2  2  2  2  2  2  2   2   3   3   3   3   3   4   4   4   4   4
## 644   3  2  2  4  2  3  4  5  4   2   3   2   2   3   3   3   1   4   2   2
## 645   2  2  2  2  2  2  4  2  3   3   4   4   4   4   4   2   2   2   2   2
## 646   3  3  2  3  2  2  3  2  2   3   2   2   2   2   2   4   3   4   2   2
## 647   3  2  4  4  2  2  4  2  4   2   4   4   4   4   4   4   4   4   4   2
## 648   3  4  4  4  3  3  2  3  2   3   3   3   4   4   3   4   2   3   4   3
## 649   4  3  2  3  4  2  2  4  4   3   4   4   4   4   4   2   4   4   4   4
## 650   4  3  4  4  3  2  2  3  4   3   3   3   3   3   3   3   4   4   2   3
## 651   4  4  4  2  4  4  4  4  4   4   4   2   4   4   4   4   4   4   2   4
## 652   4  4  4  4  2  2  2  2  4   4   4   4   4   4   4   4   4   4   4   4
## 653   3  4  3  3  3  3  3  3  4   3   4   4   5   5   5   4   4   5   4   4
## 654   4  4  4  1  2  2  3  2  4   3   4   4   4   4   3   4   4   4   3   4
## 655   2  2  2  2  2  2  4  3  3   3   2   3   4   4   3   3   4   4   4   3
## 656   3  2  2  3  2  2  3  2  3   2   2   2   3   4   2   3   2   1   2   4
## 657   4  3  2  3  4  1  3  1  3   4   2   2   2   5   1   5   1   1   2   3
## 658   1  1  2  1  4  2  3  2  3   3   1   1   4   3   3   3   3   3   3   2
## 659   3  2  2  3  1  1  2  1  2   2   2   3   3   3   2   3   2   2   2   3
## 660   3  2  2  3  2  1  1  2  1   1   3   2   2   4   4   2   2   1   4   4
## 661   3  2  2  3  2  1  1  3  1   2   1   2   2   2   2   2   2   1   3   4
## 662   2  2  3  3  2  2  2  2  3   2   2   2   3   2   2   2   2   2   2   4
## 663   2  2  2  3  3  2  2  2  2   3   1   1   3   2   4   2   2   1   3   4
## 664   3  2  2  3  2  2  3  2  3   2   2   2   3   4   2   3   2   1   2   4
## 665   4  3  2  3  4  1  3  1  3   4   2   2   2   5   1   5   1   1   2   3
## 666   1  1  2  1  4  2  3  2  3   3   1   1   4   3   3   3   3   3   3   2
## 667   3  2  2  3  1  1  2  1  2   2   2   3   3   3   2   3   2   2   2   3
## 668   3  2  2  3  2  1  2  2  2   2   1   3   2   2   2   2   2   2   2   4
## 669   2  2  2  2  2  2  2  2  2   2   1   2   2   3   2   3   2   1   2   4
## 670   2  2  3  2  2  2  2  2  2   3   1   1   2   2   2   1   1   2   2   4
## 671   2  2  2  3  2  2  2  3  3   2   2   3   2   4   2   3   2   2   2   3
## 672   1  1  1  1  3  1  1  1  1   3   1   1   2   3   3   3   3   1   1   2
## 673   4  3  2  2  2  4  4  2  2   4   4   4   4   4   4   4   4   4   4   4
## 674   4  4  4  3  4  2  4  4  2   3   4   3   4   4   4   4   4   5   5   4
## 675   2  2  2  2  2  2  3  2  2   2   3   2   4   4   4   4   4   4   2   4
## 676   4  4  4  4  4  4  3  4  4   4   3   4   4   4   4   4   4   4   4   3
## 677   3  3  2  2  2  2  2  4  2   2   4   2   4   4   4   4   4   4   2   2
## 678   4  3  2  2  2  2  4  4  2   2   4   4   4   4   4   2   4   4   4   2
## 679   3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   4   4   3   3
## 680   4  4  2  4  2  1  2  2  1   2   4   4   4   3   3   4   2   4   3   4
## 681   4  2  2  2  2  1  2  1  1   2   1   4   2   4   2   3   4   2   4   2
## 682   4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 683   3  2  2  2  2  2  2  4  2   2   3   2   3   3   2   3   2   4   2   2
## 684   4  5  2  2  4  2  2  2  2   2   3   3   4   3   3   5   1   5   3   5
## 685   4  4  4  4  4  5  4  4  4   3   4   2   4   4   5   5   4   4   4   5
## 686   2  4  2  3  3  2  4  2  2   2   4   4   4   4   4   4   4   4   3   4
## 687   5  5  4  4  4  2  4  4  2   2   3   4   5   5   5   4   5   5   4   5
## 688   4  3  2  3  4  2  2  2  2   2   4   3   4   4   3   4   4   4   4   3
## 689   3  4  1  2  3  1  5  4  4   3   4   2   4   4   4   5   4   5   3   3
## 690   4  4  4  4  4  2  4  2  4   2   4   4   4   4   4   4   2   4   3   2
## 691   4  3  2  3  3  4  2  3  5   1   4   4   5   5   5   3   4   5   2   3
## 692   4  4  2  2  2  2  2  2  2   3   4   4   4   4   4   4   5   5   5   5
## 693   3  2  2  2  3  2  2  2  3   3   3   4   4   4   4   5   5   5   4   4
## 694   2  4  1  1  2  4  2  2  2   2   1   2   4   3   2   5   2   5   5   4
## 695   3  2  2  2  2  2  2  3  2   2   3   2   2   3   3   3   2   4   3   2
## 696   4  4  2  2  2  2  2  2  4   2   4   4   4   4   4   4   2   4   4   2
## 697   4  3  2  4  2  2  2  2  2   2   3   4   4   4   4   4   5   4   4   4
## 698   2  2  2  2  2  1  2  2  4   2   4   2   2   4   4   4   4   4   4   4
## 699   3  3  2  2  1  2  2  3  2   1   3   2   4   4   3   4   3   3   4   4
## 700   5  4  3  2  4  2  4  5  4   3   5   4   4   4   4   5   4   5   4   2
## 701   4  5  4  4  4  4  4  4  5   3   3   4   5   5   5   5   4   4   4   5
## 702   4  3  2  2  3  2  2  2  2   3   3   2   4   3   3   4   5   5   3   3
## 703   3  2  1  2  2  2  2  2  2   2   3   2   2   2   2   4   4   4   2   2
## 704   4  4  4  4  2  2  3  2  4   3   5   3   4   5   5   4   5   5   5   4
## 705   3  3  2  2  2  2  2  2  2   2   2   2   2   4   2   5   2   5   2   5
## 706   4  3  1  3  3  1  1  1  1   2   3   2   4   4   4   4   2   4   3   2
## 707   4  4  4  5  4  4  5  2  5   4   4   4   5   4   4   5   3   5   4   4
## 708   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 709   2  3  3  3  2  2  3  3  2   4   3   4   4   4   3   3   4   3   3   3
## 710   4  4  4  4  4  2  3  2  1   2   4   3   4   4   4   5   5   5   3   4
## 711   4  3  4  4  4  2  3  2  3   3   4   4   4   4   4   4   4   4   4   4
## 712   5  4  4  4  4  3  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 713   4  3  3  3  3  2  4  3  2   2   3   3   2   3   3   4   5   5   5   5
## 714   4  4  4  4  4  2  2  2  4   3   4   4   4   4   4   5   5   5   5   5
## 715   4  4  1  2  2  2  4  2  4   2   4   4   4   4   4   4   4   5   4   4
## 716   4  4  4  3  3  2  2  2  2   3   4   4   5   5   4   5   5   5   5   5
## 717   5  4  4  4  4  4  4  4  4   4   4   5   4   4   5   4   5   5   4   4
## 718   4  4  3  4  3  1  1  4  1   3   3   3   3   2   4   3   5   5   3   4
## 719   4  3  4  2  2  1  4  4  4   2   5   5   5   5   5   4   5   5   4   4
## 720   4  4  3  4  4  3  3  2  4   3   4   4   4   4   4   3   4   4   4   4
## 721   3  2  2  2  2  2  2  2  2   2   2   3   2   2   3   2   2   2   2   3
## 722   4  3  2  2  3  3  2  2  3   3   3   3   3   1   5   1   1   2   3   5
## 723   3  2  2  3  2  1  1  2  2   2   1   2   2   2   3   3   2   1   3   4
## 724   3  2  3  2  2  2  2  2  2   3   1   3   3   2   2   3   2   2   2   4
## 725   2  2  2  3  2  2  2  2  2   3   1   3   3   3   2   3   2   1   2   4
## 726   2  2  2  3  2  1  2  2  2   1   1   2   1   2   1   2   2   1   2   2
## 727   3  2  1  3  2  2  3  2  2   2   3   3   2   2   2   2   1   1   1   3
## 728   2  2  2  3  3  2  2  2  2   2   2   2   2   2   2   3   2   2   2   4
## 729   2  2  2  2  2  3  2  2  2   2   2   2   2   3   3   2   2   2   4   4
## 730   2  2  2  3  3  2  2  2  2   2   1   2   2   2   2   2   2   2   2   2
## 731   3  2  2  2  2  2  2  2  2   2   2   3   2   2   3   2   2   2   2   3
## 732   4  3  1  2  2  2  4  4  4   3   3   2   2   2   3   4   4   4   3   3
## 733   4  4  3  2  4  3  3  4  2   3   4   4   4   4   4   4   4   4   4   3
## 734   3  3  2  4  1  4  4  1  1   2   3   3   2   2   2   3   3   3   3   3
## 735   4  4  2  4  4  4  4  2  2   2   4   2   4   4   5   5   1   4   4   4
## 736   5  3  4  4  4  4  3  4  5   3   4   3   3   4   4   5   5   5   4   4
## 737   4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 738   3  3  4  4  4  4  2  2  2   3   4   2   2   4   4   4   2   4   3   4
## 739   1  2  1  2  1  2  4  1  4   2   2   4   4   4   4   5   4   5   4   5
## 740   4  3  4  4  2  4  4  4  4   3   4   4   4   4   4   4   4   4   3   3
## 741   5  4  5  4  4  5  5  5  5   5   5   4   4   5   5   4   2   5   5   4
## 742   4  4  3  4  4  2  2  3  1   2   4   4   4   4   3   4   2   1   3   2
## 743   4  4  3  2  4  5  3  4  4   3   3   4   4   4   4   4   4   4   3   4
## 744   2  2  2  2  3  2  2  2  4   2   3   2   4   4   4   4   4   4   3   2
## 745   4  4  4  4  4  4  2  2  4   4   4   4   4   4   4   4   4   4   4   4
## 746   4  3  3  4  4  4  2  4  2   3   3   2   4   3   3   4   4   4   3   4
## 747   4  4  3  4  4  2  4  4  4   1   4   3   2   4   3   4   3   4   3   2
## 748   4  4  2  4  4  4  4  4  4   2   4   4   4   4   4   4   4   4   4   4
## 749   4  2  4  2  4  2  5  2  5   4   4   4   4   4   4   4   2   4   4   3
## 750   4  3  3  4  4  2  4  2  4   3   5   5   5   5   5   5   5   5   4   4
## 751   2  3  2  4  4  1  2  2  2   2   2   4   4   4   4   4   2   4   4   4
## 752   3  3  3  3  4  3  2  4  2   3   2   4   3   4   3   3   3   4   2   4
## 753   2  3  2  4  4  4  3  4  4   3   3   3   4   3   3   3   4   4   3   4
## 754   4  4  3  3  4  4  2  1  2   2   3   4   4   4   2   4   5   5   3   4
## 755   5  5  4  2  5  4  4  4  5   4   5   2   4   5   4   5   5   5   4   2
## 756   4  3  4  2  2  4  4  2  2   2   4   2   4   5   5   4   2   4   4   4
## 757   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 758   4  3  3  2  3  2  2  4  2   3   3   3   3   4   4   3   4   4   4   4
## 759   2  3  3  3  3  3  2  3  4   3   4   4   4   4   3   4   3   5   4   4
## 760   2  3  4  2  3  4  3  3  4   3   4   4   4   4   3   4   3   4   5   4
## 761   4  4  5  4  5  4  4  3  4   4   4   3   3   4   4   4   4   5   4   3
## 762   4  2  1  1  1  1  1  1  1   1   2   4   4   4   4   4   4   4   1   4
## 763   2  4  2  4  2  3  1  1  2   4   4   4   4   5   4   4   4   4   4   4
## 764   3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 765   3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 766   2  2  4  4  1  2  3  4  2   3   1   2   4   2   2   3   2   2   3   3
## 767   3  3  2  4  3  3  3  3  3   3   3   3   2   2   3   3   3   3   3   2
## 768   1  2  2  3  2  1  1  2  2   1   1   1   3   2   2   2   2   1   2   3
## 769   1  1  2  2  3  1  2  2  2   1   1   3   3   4   1   2   2   2   2   2
## 770   3  3  2  4  2  1  3  2  2   3   1   2   2   2   5   4   2   2   3   4
## 771   3  2  2  2  2  2  2  2  2   2   1   3   3   3   3   2   2   2   2   3
## 772   2  2  2  2  2  2  2  2  2   2   2   2   2   3   2   2   2   1   2   2
## 773   2  3  2  2  2  1  1  2  2   2   2   2   2   2   2   2   2   1   2   4
## 774   2  2  4  4  1  2  3  4  2   3   1   2   4   2   2   3   2   2   3   3
## 775   3  3  2  4  3  3  3  3  3   3   3   3   2   2   3   3   3   3   3   2
## 776   1  2  2  3  2  1  1  2  2   1   1   1   3   2   2   2   2   1   2   3
## 777   1  1  2  2  3  1  2  2  2   1   1   3   3   4   1   2   2   2   2   2
## 778   3  3  2  4  2  1  3  2  2   3   1   2   2   2   5   4   2   2   3   4
## 779   2  1  2  2  3  2  1  1  2   2   1   2   1   2   2   3   2   1   1   2
## 780   4  3  4  4  3  2  4  4  2   2   4   4   4   4   4   4   4   4   4   4
## 781   4  2  4  4  2  2  2  4  2   2   4   4   4   4   4   4   4   4   4   4
## 782   5  5  5  5  5  5  5  5  5   5   5   5   5   5   5   5   5   5   5   5
## 783   4  3  3  4  4  3  5  5  2   2   4   4   4   5   5   4   3   4   5   3
## 784   4  4  3  3  2  2  4  4  2   2   4   4   4   4   4   4   4   4   4   4
## 785   4  2  2  4  1  1  4  4  4   3   4   4   4   5   5   4   4   4   5   4
## 786   4  3  3  2  3  1  4  4  4   3   4   3   4   4   3   4   4   4   4   3
## 787   5  2  4  4  3  4  4  4  4   2   4   3   3   4   4   5   4   5   4   3
## 788   4  4  4  4  4  4  5  4  4   3   4   4   4   4   4   4   4   4   4   4
## 789   4  4  4  4  4  4  4  4  4   4   5   5   5   5   4   4   5   5   4   4
## 790   2  2  2  2  1  2  2  3  2   1   4   3   4   4   4   4   4   4   3   2
## 791   2  3  2  2  3  2  3  4  2   2   4   4   4   4   4   4   4   4   4   2
## 792   4  4  4  4  4  4  4  2  4   2   4   2   4   4   3   5   4   5   4   4
## 793   3  3  3  3  2  2  4  2  2   3   5   4   4   4   4   4   4   4   5   5
## 794   2  4  2  2  2  1  2  2  2   2   4   4   2   2   4   4   5   4   4   4
## 795   4  3  4  3  4  4  3  2  2   3   4   3   3   4   4   4   3   3   3   3
## 796   4  4  4  4  5  4  4  4  3   4   4   4   4   4   4   4   4   4   3   3
## 797   4  4  4  4  4  4  4  2  5   2   3   4   4   4   3   3   2   4   4   4
## 798   4  2  2  2  2  2  2  2  2   3   4   3   4   4   3   4   4   4   3   4
## 799   4  2  2  1  4  4  3  4  4   3   4   4   4   4   2   5   2   5   3   3
## 800   5  5  4  4  4  3  2  4  4   4   2   2   2   4   2   4   4   4   3   3
## 801   3  2  2  2  2  1  3  2  4   2   4   2   2   4   3   4   5   5   4   4
## 802   4  4  4  4  4  4  4  5  4   4   3   4   4   4   5   5   5   5   5   5
## 803   2  2  2  2  2  4  4  2  4   2   2   2   2   4   2   2   2   4   3   2
## 804   4  3  1  2  2  2  1  2  1   2   4   3   4   3   3   4   2   5   3   4
## 805   4  4  4  4  4  4  4  4  4   2   4   4   4   4   4   4   2   5   5   4
## 806   4  2  2  2  2  4  1  4  2   3   4   2   2   4   2   4   4   2   2   2
## 807   4  4  3  3  2  2  2  2  2   3   4   4   4   4   4   5   3   5   5   5
## 808   4  4  4  4  4  2  3  2  4   2   4   4   5   5   5   5   4   5   5   5
## 809   4  3  4  3  4  3  4  2  2   4   4   4   4   4   4   3   3   4   3   3
## 810   4  4  4  4  4  4  4  4  4   3   3   3   4   4   4   4   4   4   4   4
## 811   5  4  5  4  5  4  4  4  4   4   4   4   4   4   4   4   4   4   5   4
## 812   4  4  2  2  2  2  2  2  2   3   4   4   4   4   3   4   4   4   4   3
## 813   4  3  3  4  4  4  2  1  2   2   4   5   4   4   4   4   4   5   3   4
## 814   1  1  1  2  2  1  1  2  2   2   2   2   3   2   2   2   2   1   2   3
## 815   3  2  3  1  2  3  3  2  3   3   2   1   2   2   2   2   1   1   2   3
## 816   2  2  3  2  2  1  2  2  2   2   1   2   2   2   2   2   2   2   2   2
## 817   4  4  3  4  2  2  4  4  4   4   4   2   4   4   4   4   4   4   4   4
## 818   4  4  2  2  2  2  2  2  2   2   3   2   2   3   3   3   2   2   3   2
## 819   2  2  2  2  3  4  2  2  2   2   4   4   4   4   4   4   4   4   4   4
## 820   2  2  1  2  2  1  4  1  4   2   4   2   5   4   4   4   4   4   2   2
## 821   2  2  3  2  4  2  2  2  2   3   4   4   4   4   4   3   4   4   3   3
## 822   3  1  1  2  2  1  1  1  1   3   4   2   4   4   4   4   5   5   3   3
## 823   4  4  3  3  3  4  2  2  2   2   4   2   4   4   3   3   4   4   3   4
## 824   4  3  3  4  3  4  2  4  4   4   4   4   3   4   4   4   4   4   3   3
## 825   5  5  4  4  4  4  3  2  4   4   4   4   4   4   4   4   3   4   4   4
## 826   4  4  3  4  3  2  3  2  2   3   4   3   4   4   4   4   4   4   4   4
## 827   4  3  4  3  3  2  2  2  4   3   3   3   4   3   4   4   4   4   4   3
## 828   1  3  2  2  2  2  2  2  1   2   2   3   1   1   1   1   1   1   2   2
## 829   4  3  4  2  4  4  4  4  4   4   4   3   3   3   4   4   4   4   4   4
## 830   2  5  2  2  4  4  2  2  2   4   4   4   4   4   4   4   2   4   4   4
## 831   4  4  4  4  4  4  4  4  2   4   4   4   4   4   4   4   4   4   3   4
## 832   4  3  2  3  2  2  4  2  4   2   4   3   4   3   2   2   2   2   3   2
## 833   2  4  4  2  2  4  2  2  2   2   4   4   4   4   4   5   5   4   4   4
## 834   4  3  4  4  3  1  2  4  2   3   4   2   4   4   4   4   5   5   3   2
## 835   4  3  2  2  2  2  2  2  2   2   4   3   4   4   3   4   4   4   4   4
## 836   5  5  5  5  5  4  4  4  4   3   3   3   4   4   4   4   4   4   3   3
## 837   2  2  2  2  4  4  1  1  1   2   3   4   4   4   3   4   4   4   3   2
## 838   2  2  2  2  2  3  2  2  2   3   3   3   4   4   3   4   4   4   4   4
## 839   4  3  2  4  4  4  4  4  4   4   3   4   4   2   3   4   2   4   4   4
## 840   5  3  4  5  5  3  4  4  2   4   4   2   4   4   4   5   4   4   4   4
## 841   2  4  1  4  2  4  2  2  4   2   2   2   4   4   4   4   4   5   2   3
## 842   4  3  4  3  2  2  4  4  4   2   4   3   4   4   4   4   2   4   4   4
## 843   2  3  2  2  2  2  2  2  1   2   3   4   4   3   3   4   3   3   3   3
## 844   2  3  2  2  2  3  4  5  4   4   4   4   4   5   5   5   1   4   5   4
## 845   4  3  4  4  4  4  4  3  2   4   4   4   4   4   4   3   3   4   3   3
## 846   5  5  5  5  3  5  5  5  5   5   5   4   5   5   5   5   4   4   4   4
## 847   3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   2
## 848   2  2  2  2  2  2  3  2  3   3   2   2   2   2   2   2   2   2   2   2
## 849   4  4  2  4  4  2  2  2  2   3   4   2   2   3   2   4   4   4   4   4
## 850   3  2  2  3  2  2  2  3  2   2   3   2   3   2   1   3   3   2   3   2
## 851   3  2  2  3  2  2  2  3  2   2   3   2   3   2   1   3   3   2   3   2
## 852   3  2  2  3  2  2  2  3  2   2   3   2   3   2   1   3   3   2   3   2
## 853   1  1  1  1  3  1  1  1  1   1   1   1   2   4   1   1   4   1   3   4
## 854   2  2  2  3  3  2  2  2  2   2   2   2   3   2   2   3   2   2   2   2
## 855   2  3  2  3  3  3  3  2  2   3   3   3   2   3   3   2   2   2   3   3
## 856   2  2  2  3  3  2  3  2  2   2   2   2   2   3   2   2   2   2   3   3
## 857   3  3  2  3  2  1  1  3  2   3   3   3   2   2   3   2   2   2   3   3
## 858   2  2  2  2  2  2  2  2  2   2   2   2   3   2   3   2   2   2   2   2
## 859   5  5  3  4  4  2  3  5  3   2   4   3   4   3   3   5   4   5   3   4
## 860   4  5  2  3  3  4  4  4  4   4   4   3   5   3   4   5   2   5   4   4
## 861   4  4  2  4  2  4  4  2  2   2   4   2   4   4   4   4   4   4   2   4
## 862   4  4  4  3  2  2  4  3  2   3   4   5   5   5   4   5   4   5   4   5
## 863   4  3  4  2  2  2  2  4  2   2   4   2   2   4   2   2   4   4   2   2
## 864   4  2  2  2  2  2  3  4  2   2   4   3   4   4   2   4   4   4   3   3
## 865   4  4  2  2  4  3  4  2  2   2   2   2   4   4   4   4   4   4   3   2
## 866   4  4  2  2  4  2  2  4  4   2   4   4   4   4   4   4   4   4   4   2
## 867   4  4  2  3  2  2  2  2  4   3   3   2   3   3   2   3   2   4   2   2
## 868   4  4  3  3  3  4  5  4  5   3   4   3   2   4   4   5   5   5   4   5
## 869   4  4  1  3  2  1  1  1  1   2   2   4   4   4   4   4   4   4   4   4
## 870   4  2  4  4  4  2  3  2  2   4   4   4   4   4   4   4   4   4   3   4
## 871   4  4  4  4  4  4  4  4  4   4   4   3   3   4   4   4   3   4   4   3
## 872   4  5  4  2  4  4  5  3  4   2   4   3   4   4   5   4   4   4   5   3
## 873   4  3  1  4  4  2  4  2  2   2   4   5   5   5   5   4   2   4   4   4
## 874   4  3  3  3  3  2  2  2  2   2   4   2   4   4   2   2   2   2   2   2
## 875   2  3  2  2  2  2  2  2  4   3   4   4   2   4   4   4   4   4   3   2
## 876   4  3  4  4  3  3  4  2  4   4   4   3   4   3   4   4   4   4   3   3
## 877   4  3  4  2  3  2  2  1  3   2   2   3   3   2   3   4   4   4   3   3
## 878   4  4  3  3  3  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 879   5  5  4  5  5  3  2  4  4   4   4   4   4   5   4   4   4   4   4   4
## 880   4  4  2  2  2  2  2  2  4   3   2   2   2   1   3   4   4   4   4   4
## 881   4  3  2  4  4  2  2  2  2   2   4   2   2   4   3   4   4   4   3   3
## 882   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 883   2  3  2  3  4  2  2  2  3   2   4   4   4   4   4   3   4   4   3   3
## 884   4  4  4  4  4  5  5  4  4   4   4   5   5   4   3   4   4   3   3   3
## 885   2  2  2  2  2  2  2  2  4   2   4   4   4   4   3   4   4   4   4   3
## 886   3  4  4  4  4  5  4  4  3   4   4   4   4   4   4   3   4   4   4   4
## 887   2  3  2  2  2  2  2  2  2   2   2   2   2   3   3   3   2   2   1   2
## 888   3  5  4  4  4  5  4  4  4   4   4   4   4   4   4   4   5   3   3   3
## 889   3  2  2  3  2  2  2  3  2   2   3   2   3   2   1   3   3   2   3   2
## 890   3  3  2  3  2  2  3  2  1   2   1   2   3   2   3   1   4   1   4   4
## 891   1  1  1  2  3  2  2  2  2   1   2   2   2   2   2   2   2   2   2   3
## 892   3  3  2  2  2  2  2  2  3   2   1   3   3   3   2   4   1   2   2   3
## 893   3  2  2  2  3  2  3  2  3   2   2   2   2   3   2   2   2   2   2   2
## 894   3  3  3  4  3  2  3  3  3   2   3   3   3   2   2   2   2   1   3   4
## 895   1  1  2  2  2  1  1  2  2   2   2   2   2   2   2   2   2   2   3   4
## 896   3  3  2  3  2  2  3  2  1   2   1   2   3   2   3   1   4   1   4   4
## 897   1  1  1  2  3  2  2  2  2   1   2   2   2   2   2   2   2   2   2   3
## 898   3  3  2  2  2  2  2  2  3   2   1   3   3   3   2   4   1   2   2   3
## 899   3  2  2  2  3  2  3  2  3   2   2   2   2   3   2   2   2   2   2   2
## 900   2  2  2  2  1  1  1  2  2   2   1   3   2   2   4   2   2   1   2   3
## 901   3  3  1  3  3  2  2  2  3   2   3   3   4   1   4   4   4   4   5   5
## 902   1  1  1  1  2  1  1  1  1   2   1   1   3   2   3   2   2   1   3   2
## 903   4  3  1  1  1  2  4  4  4   2   4   2   4   5   4   5   4   5   3   2
## 904   4  2  4  4  2  3  2  2  2   2   4   4   4   4   4   4   4   4   4   2
## 905   4  4  2  2  2  3  4  4  2   2   4   4   4   4   4   4   4   4   4   4
## 906   5  5  5  5  4  2  2  4  2   4   5   5   5   5   4   5   4   4   2   2
## 907   2  2  2  2  2  2  2  2  2   2   4   4   4   4   4   5   4   5   2   4
## 908   4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 909   5  3  4  2  2  1  2  3  4   2   3   2   2   4   3   5   5   5   2   2
## 910   1  4  3  2  2  1  1  2  2   2   3   4   4   4   4   4   4   4   3   4
## 911   4  3  2  3  2  2  2  4  2   1   3   2   2   4   4   4   5   5   4   4
## 912   4  4  5  4  4  5  4  4  4   5   3   2   4   4   4   4   4   4   4   4
## 913   4  2  2  2  2  2  2  2  2   2   2   4   4   4   4   4   4   4   4   4
## 914   4  3  3  3  2  2  2  2  2   3   4   2   3   3   4   4   4   4   4   4
## 915   3  3  2  2  2  2  2  2  2   2   2   2   4   2   2   4   4   4   4   2
## 916   3  2  1  2  2  2  2  2  2   2   4   4   4   5   5   4   4   5   2   2
## 917   4  4  4  2  4  4  4  2  5   4   4   4   4   4   5   4   4   4   4   4
## 918   4  3  2  2  3  3  2  2  2   2   4   3   4   4   4   5   5   5   4   4
## 919   4  4  3  4  2  2  4  4  4   4   4   2   4   4   4   4   4   4   4   4
## 920   4  4  4  3  3  4  4  2  4   4   3   3   4   4   4   4   4   5   4   3
## 921   4  4  4  4  4  3  3  4  4   4   4   4   5   4   5   4   4   4   4   5
## 922   4  3  2  4  2  2  4  4  4   3   4   3   3   4   4   4   3   5   4   4
## 923   2  4  2  4  3  2  1  2  2   2   2   2   4   4   4   4   4   4   2   4
## 924   4  3  4  4  4  4  2  4  4   3   4   4   5   4   4   4   4   5   5   5
## 925   3  3  2  2  2  3  2  4  2   3   3   2   3   3   2   4   4   4   3   3
## 926   2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   4   2   4   2   3
## 927   4  4  4  3  2  2  4  4  1   2   4   4   4   4   4   4   4   4   4   4
## 928   2  3  2  2  2  2  4  4  4   3   5   4   4   4   5   5   5   5   5   5
## 929   2  3  2  2  2  2  4  4  4   3   5   4   4   4   5   5   5   5   5   5
## 930   4  3  4  4  4  4  4  4  4   4   4   4   4   4   4   4   3   4   4   4
## 931   4  4  3  3  4  4  3  2  4   4   4   3   4   4   4   4   3   4   4   3
## 932   4  2  2  2  4  4  2  2  2   2   3   2   4   2   3   4   4   4   4   3
## 933   4  3  3  3  3  4  4  5  5   2   4   4   4   4   4   5   5   5   5   5
## 934   4  3  3  2  4  3  2  4  4   2   2   2   4   4   4   4   5   5   3   4
## 935   3  3  1  1  1  1  2  1  2   1   2   2   2   2   2   4   3   4   4   4
## 936   5  5  2  2  2  2  2  2  2   2   4   2   4   4   3   4   4   4   4   2
## 937   2  3  4  2  1  1  4  4  4   3   3   4   3   3   3   4   5   4   3   4
## 938   1  1  1  1  3  2  1  1  2   2   1   1   3   2   3   2   4   2   4   4
## 939   3  2  3  3  2  1  3  2  3   3   2   3   4   3   2   3   3   3   2   4
## 940   2  2  2  3  2  2  2  2  2   3   2   2   2   2   3   2   2   3   2   3
## 941   3  3  3  3  3  3  3  3  3   3   2   3   3   3   2   2   2   3   3   3
## 942   1  1  1  2  2  1  1  2  2   3   1   2   2   2   3   2   2   1   1   4
## 943   2  2  2  2  3  2  2  3  3   2   3   3   2   2   2   2   3   2   3   2
## 944   2  3  3  2  2  2  2  2  3   3   2   2   2   2   2   2   2   2   2   2
## 945   4  4  2  2  2  2  2  4  2   2   3   2   4   2   4   4   4   4   3   3
## 946   4  3  2  3  4  3  4  2  2   3   4   4   4   5   4   5   4   4   5   4
## 947   4  3  2  2  3  2  4  4  4   3   4   4   3   4   3   4   4   4   3   4
## 948   5  3  4  4  4  4  4  4  4   3   3   2   4   4   3   4   4   4   3   3
## 949   4  3  2  2  4  2  1  2  2   1   3   1   4   4   2   4   4   4   2   2
## 950   1  3  3  1  1  2  4  2  4   4   4   4   4   4   3   4   4   4   3   4
## 951   4  4  4  3  4  4  5  4  4   3   4   5   5   5   5   4   4   5   4   5
## 952   2  2  3  3  2  2  4  2  2   2   3   4   4   4   4   4   5   4   4   4
## 953   3  1  2  2  2  2  2  1  2   2   2   2   2   2   2   4   2   4   3   3
## 954   4  4  3  4  4  4  4  4  4   4   4   3   4   4   4   4   4   4   4   4
## 955   4  4  5  4  3  3  2  3  5   4   4   5   5   5   4   4   5   5   4   3
## 956   4  4  4  2  2  2  4  4  4   2   4   4   4   4   4   5   5   5   4   4
## 957   4  4  3  4  4  4  4  2  2   3   3   3   4   4   4   4   4   4   4   4
## 958   4  3  3  2  3  4  4  4  3   2   4   4   3   3   4   4   3   4   3   4
## 959   4  4  4  3  3  3  4  3  4   2   4   4   4   5   5   5   5   5   4   5
## 960   3  3  2  4  2  2  4  4  5   2   4   3   4   4   4   4   4   4   4   4
## 961   4  2  2  3  3  1  1  1  1   1   1   4   4   3   3   4   4   4   3   4
## 962   4  4  3  3  3  2  3  3  4   4   4   4   4   4   4   3   2   3   4   4
## 963   4  4  4  4  4  2  4  4  4   4   4   4   4   4   4   4   4   4   4   3
## 964   5  4  3  3  3  2  4  4  4   3   3   4   4   4   3   3   4   4   3   3
## 965   1  3  1  1  1  4  1  4  1   1   4   4   4   5   4   5   4   4   4   4
## 966   2  3  2  2  2  2  2  2  2   2   3   3   4   3   3   4   3   4   3   3
## 967   2  2  2  2  2  2  2  2  2   2   2   2   2   2   2   3   2   3   2   2
## 968   3  2  3  2  2  2  3  3  2   3   4   3   4   3   3   3   2   3   3   3
## 969   3  2  2  3  2  3  3  2  4   2   3   3   3   4   3   4   4   4   3   2
## 970   4  4  4  3  4  3  4  3  4   3   5   3   4   3   5   3   4   5   4   5
## 971   4  4  2  4  4  2  4  5  4   3   4   4   3   4   4   4   2   2   4   2
## 972   3  1  2  2  1  1  4  3  1   1   2   2   5   4   5   5   5   5   4   4
## 973   5  4  4  4  4  3  2  4  2   4   5   3   4   5   5   5   4   4   5   4
## 974   3  5  4  4  4  5  5  5  5   5   5   4   4   5   5   4   4   2   3   3
## 975   3  4  3  4  2  4  3  4  4   4   4   5   5   5   5   3   5   5   5   2
## 976   2  4  2  2  2  2  3  3  2   2   4   4   4   4   4   4   4   4   4   2
## 977   4  2  2  3  2  2  2  4  1   1   4   2   4   4   4   5   4   4   4   4
## 978   4  3  3  3  3  4  5  3  4   3   4   2   3   4   4   4   3   3   3   3
## 979   4  4  2  2  2  4  4  4  4   2   4   4   4   4   4   4   4   4   4   2
## 980   5  4  3  4  4  3  4  4  5   3   4   4   4   4   5   4   3   4   4   3
## 981   4  5  4  3  3  3  4  4  4   3   3   3   3   5   5   3   3   3   3   3
## 982   2  3  3  2  2  2  2  2  2   2   2   2   2   2   3   3   2   2   3   3
## 983   3  3  2  3  2  1  2  1  3   3   2   3   2   2   3   3   2   1   3   3
## 984   3  3  3  2  3  2  3  2  3   3   2   3   3   2   2   2   2   2   2   4
## 985   3  4  4  3  4  5  4  4  4   4   3   3   3   3   3   4   3   3   3   3
## 986   4  3  4  2  4  2  2  2  4   3   3   4   3   2   2   4   4   3   3   2
## 987   4  4  4  4  4  2  2  4  2   2   3   3   2   2   2   4   2   4   3   2
## 988   4  2  2  2  3  1  4  2  2   2   4   4   4   4   4   4   3   4   3   3
## 989   4  4  4  4  4  4  4  4  4   3   4   4   4   4   3   4   4   4   3   3
## 990   4  3  2  3  2  4  4  2  2   2   4   2   2   2   3   4   4   4   3   3
## 991   4  3  3  4  4  2  2  2  2   4   4   3   4   3   3   5   5   5   4   4
## 992   4  3  2  2  2  2  2  2  4   3   4   4   4   4   4   4   4   4   3   3
## 993   4  4  4  3  3  2  2  2  3   3   4   4   4   4   4   4   4   3   3   3
## 994   4  3  4  2  4  4  4  4  5   3   4   4   4   5   5   5   5   5   4   5
## 995   2  3  1  2  2  1  4  4  4   2   3   2   4   4   3   5   4   5   4   4
## 996   4  4  4  3  4  3  2  4  4   4   5   5   4   5   5   4   4   5   4   4
## 997   4  2  2  2  1  1  2  2  2   1   4   2   2   4   4   4   1   4   4   4
## 998   4  3  2  2  4  2  2  2  2   3   2   4   4   4   2   4   2   4   3   4
## 999   3  3  2  2  3  2  2  3  2   2   2   2   3   3   2   3   4   4   2   2
## 1000  4  2  2  2  2  2  2  4  4   3   2   4   4   4   4   2   4   4   4   4
## 1001  4  4  4  4  2  2  4  3  5   5   5   5   4   5   5   4   4   5   5   4
## 1002  3  3  3  3  3  4  4  3  3   3   4   4   4   4   4   4   4   4   3   3
## 1003  4  4  4  4  3  4  4  4  3   4   4   4   4   4   4   4   4   4   4   4
## 1004  4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 1005  4  3  4  3  2  1  4  4  4   3   4   4   4   4   2   4   2   4   4   3
## 1006  3  3  2  2  4  2  2  2  2   2   4   2   4   4   4   2   3   4   4   2
## 1007  4  4  4  4  4  4  4  2  4   4   4   4   4   4   5   5   5   5   5   5
## 1008  4  2  1  3  2  1  2  2  2   2   4   4   4   3   3   4   3   4   4   3
## 1009  4  4  2  2  3  4  1  1  4   4   3   2   3   4   2   4   4   4   2   3
## 1010  4  4  3  3  2  2  2  4  4   3   3   3   2   4   4   4   4   4   4   4
## 1011  2  2  2  4  2  2  2  2  3   3   1   2   2   1   1   1   1   1   3   3
## 1012  3  4  4  3  3  2  3  3  3   2   3   3   3   2   3   2   2   3   3   4
## 1013  4  3  3  4  4  4  3  4  3   3   4   4   2   4   2   2   3   3   3   2
## 1014  2  1  1  1  3  1  1  1  2   3   1   3   2   1   5   5   2   1   2   3
## 1015  3  4  4  3  3  2  3  3  3   2   3   3   3   2   3   2   2   3   3   4
## 1016  4  3  3  3  3  4  4  4  2   3   4   4   4   4   3   4   5   4   4   4
## 1017  4  4  3  3  4  4  3  2  4   2   3   3   2   3   3   4   4   4   3   4
## 1018  4  4  4  4  4  5  4  4  4   4   4   4   3   4   3   4   4   4   4   3
## 1019  4  4  4  4  4  4  4  2  4   4   2   4   4   4   4   4   4   4   2   4
## 1020  4  4  4  4  4  4  4  2  4   3   4   4   4   4   3   2   2   4   2   4
## 1021  4  4  2  2  2  2  4  4  2   4   4   4   4   4   2   4   2   4   3   2
## 1022  4  4  3  4  4  4  2  4  3   2   3   2   3   2   2   5   2   5   2   3
## 1023  2  2  2  2  2  2  4  2  2   2   3   2   2   2   2   4   2   4   2   2
## 1024  2  4  2  2  2  3  1  2  2   2   4   2   4   4   4   4   4   5   4   4
## 1025  5  3  2  3  3  2  4  5  1   3   4   3   3   4   4   5   3   4   4   4
## 1026  4  4  3  2  2  1  1  3  4   3   1   3   2   4   1   5   2   3   3   3
## 1027  3  4  2  4  4  2  2  2  2   2   4   4   4   4   4   4   4   4   4   3
## 1028  3  3  2  2  2  2  2  2  4   3   3   4   4   4   3   4   4   4   4   4
## 1029  4  4  4  3  4  4  4  4  4   3   3   4   4   3   4   4   4   4   4   4
## 1030  2  4  1  1  1  2  2  4  2   1   2   2   2   4   3   4   5   4   3   4
## 1031  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1032  4  4  4  4  4  4  4  4  4   2   2   2   2   2   2   4   2   4   2   2
## 1033  2  2  1  2  1  2  2  1  1   1   4   3   2   2   2   4   4   4   4   4
## 1034  4  4  4  3  4  2  2  2  2   4   4   2   4   4   3   4   4   4   3   4
## 1035  4  2  4  2  2  3  2  4  2   3   4   2   4   4   4   4   4   4   4   2
## 1036  5  5  5  5  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1037  4  4  4  3  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1038  4  4  3  4  4  2  2  5  2   4   5   4   4   4   4   5   4   3   4   4
## 1039  5  4  4  4  4  4  4  4  5   4   5   5   5   5   5   5   5   5   5   5
## 1040  4  4  4  4  4  5  5  5  5   5   5   4   5   4   5   5   5   5   5   4
## 1041  5  4  4  4  4  3  2  2  2   3   3   4   4   5   5   3   3   5   3   3
## 1042  3  4  2  2  4  4  2  2  2   2   4   4   2   4   2   4   4   4   4   4
## 1043  4  4  4  4  4  4  2  2  4   3   3   2   4   4   2   4   4   4   4   3
## 1044  4  3  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   3   2
## 1045  4  4  2  2  4  4  4  4  2   1   4   5   4   4   4   5   5   5   3   4
## 1046  4  4  4  4  3  3  4  2  2   3   3   4   4   4   4   4   3   4   3   4
## 1047  4  4  2  2  4  4  4  4  4   2   3   5   5   5   5   4   5   4   2   5
## 1048  4  2  4  3  3  4  4  4  4   4   4   3   4   4   4   4   5   5   4   4
## 1049  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1050  4  4  2  2  2  2  2  2  2   2   2   3   4   3   2   4   4   4   2   4
## 1051  3  3  3  3  3  3  3  3  2   3   3   3   3   3   3   3   3   3   3   2
## 1052  4  4  3  4  4  1  4  2  4   3   2   3   2   4   3   4   4   4   3   2
## 1053  3  3  2  2  2  4  4  4  4   4   3   3   2   4   2   4   4   4   4   4
## 1054  4  5  2  2  4  2  2  1  1   2   4   4   4   4   4   4   2   2   3   2
## 1055  2  3  2  2  1  4  4  1  1   1   4   1   2   4   4   4   2   4   2   4
## 1056  4  3  2  2  3  2  2  2  3   4   2   4   4   4   4   4   4   5   3   3
## 1057  4  2  2  2  1  1  3  2  3   2   3   4   4   2   2   3   4   3   3   2
## 1058  4  4  2  3  2  2  2  2  1   2   4   2   2   3   2   4   4   4   4   4
## 1059  5  5  5  5  5  5  5  5  5   5   4   4   4   3   3   3   3   2   3   2
## 1060  3  2  2  2  2  1  4  4  2   3   3   3   3   3   3   4   4   4   4   2
## 1061  4  4  4  3  3  2  4  4  4   3   4   4   4   4   4   4   4   5   4   3
## 1062  3  3  2  2  2  4  1  1  2   3   1   5   5   2   4   5   5   4   4   4
## 1063  3  4  2  2  3  4  2  2  4   4   3   4   4   4   3   4   4   5   4   3
## 1064  2  4  4  4  2  2  2  2  4   2   3   2   2   1   2   4   2   4   2   2
## 1065  2  4  2  2  2  2  2  4  4   2   2   3   4   2   2   4   4   4   3   2
## 1066  2  2  2  2  2  4  4  2  4   4   4   4   5   4   4   4   5   4   5   5
## 1067  4  2  1  3  2  2  2  4  3   2   3   3   2   3   3   4   5   5   3   2
## 1068  3  4  3  2  4  1  1  2  3   5   4   3   4   4   4   3   5   3   3   4
## 1069  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1070  2  4  1  1  3  2  1  1  1   1   1   5   5   4   3   4   4   5   1   4
## 1071  4  4  4  4  4  4  4  4  4   4   4   4   4   5   4   4   5   5   5   3
## 1072  2  2  2  2  2  2  2  2  2   2   2   4   4   4   4   4   5   5   5   5
## 1073  4  4  4  4  4  2  4  3  2   2   3   4   4   4   4   4   4   4   4   3
## 1074  2  3  3  4  3  1  4  4  2   3   5   4   3   4   4   5   5   5   5   5
## 1075  4  4  4  4  4  4  2  2  2   3   3   2   2   4   3   2   2   2   2   2
## 1076  4  3  2  3  2  2  2  4  4   2   3   3   2   4   4   3   1   3   3   2
## 1077  4  3  4  3  3  2  3  4  3   2   3   4   3   2   2   2   4   4   3   2
## 1078  2  4  2  2  2  2  2  4  3   2   4   4   4   4   4   4   3   4   4   3
## 1079  4  3  2  2  2  1  2  2  3   1   3   4   3   4   4   4   2   3   3   3
## 1080  3  3  3  3  4  2  2  2  4   2   4   4   4   4   4   4   4   4   4   4
## 1081  2  2  4  3  2  2  2  4  2   2   3   2   3   2   3   3   2   4   3   2
## 1082  4  3  2  2  2  3  2  4  4   3   3   3   3   3   3   4   4   4   3   3
## 1083  5  5  5  3  2  5  5  5  5   5   4   4   4   4   4   4   4   3   4   3
## 1084  4  4  3  3  4  2  4  4  2   2   4   4   4   4   4   4   4   4   3   3
## 1085  2  3  3  2  2  3  3  1  2   2   3   4   4   4   4   4   4   4   4   4
## 1086  5  5  4  4  5  4  5  3  5   5   5   5   5   5   5   4   3   5   5   4
## 1087  5  4  2  2  3  1  4  2  4   3   5   5   5   5   5   2   2   5   5   3
## 1088  2  3  1  2  2  4  3  1  1   3   1   2   1   2   3   4   5   5   3   2
## 1089  5  2  2  1  2  1  2  2  1   3   4   4   4   4   4   4   2   4   3   4
## 1090  4  4  3  2  4  4  4  2  1   2   5   5   5   5   5   5   5   4   5   3
## 1091  3  3  2  2  2  1  3  2  1   2   3   2   2   3   2   4   4   4   4   4
## 1092  4  4  3  4  3  2  2  3  2   2   4   5   4   4   4   4   5   4   4   3
## 1093  4  3  3  3  3  2  4  3  3   4   4   3   4   4   3   4   4   4   4   3
## 1094  4  3  3  3  3  2  4  4  2   2   4   4   4   4   4   4   4   4   3   3
## 1095  4  4  2  3  4  5  4  1  3   3   2   3   3   3   3   2   2   2   1   1
## 1096  3  3  2  2  2  3  2  2  3   3   2   3   3   3   4   5   5   3   3   3
## 1097  3  4  2  2  1  2  2  4  3   3   2   2   2   2   3   5   4   5   4   3
## 1098  4  4  3  3  3  2  4  2  2   2   2   2   2   3   2   4   5   5   2   2
## 1099  4  4  4  4  4  2  4  3  2   4   4   4   4   3   5   4   2   4   4   2
## 1100  4  4  4  3  3  3  2  4  2   4   5   5   5   5   5   5   5   4   5   4
## 1101  4  2  4  3  3  4  5  5  5   5   5   5   5   5   5   5   2   3   1   4
## 1102  4  3  2  2  4  2  2  4  2   3   4   4   4   4   4   3   2   4   4   2
## 1103  4  3  4  4  4  4  4  4  4   4   4   4   4   4   4   5   5   5   4   5
## 1104  5  2  2  2  5  3  4  4  2   2   4   4   4   4   4   4   2   5   4   3
## 1105  4  5  4  3  4  5  3  4  5   4   5   3   4   5   4   4   3   5   4   3
## 1106  4  4  2  4  5  5  5  4  4   3   4   4   4   5   4   4   4   4   4   3
## 1107  2  2  2  2  2  3  3  2  1   1   3   4   4   4   3   5   5   4   2   3
## 1108  4  3  4  4  3  4  3  4  4   3   4   4   3   3   3   4   3   4   3   3
## 1109  5  4  3  4  4  2  5  4  3   2   4   5   4   3   4   5   5   5   4   5
## 1110  4  4  2  4  4  4  2  4  3   3   4   5   4   4   3   4   4   4   3   3
## 1111  4  4  2  4  4  3  2  2  2   2   2   3   3   2   2   2   3   3   3   2
## 1112  4  3  3  4  3  2  4  3  4   3   4   5   4   5   5   4   4   5   3   4
## 1113  3  3  3  3  4  4  4  4  4   3   3   3   3   3   3   3   4   4   4   4
## 1114  4  4  4  4  4  3  3  3  4   4   5   5   5   4   4   4   4   4   4   4
## 1115  2  2  2  2  2  2  2  2  2   2   3   3   3   3   3   3   3   3   2   2
## 1116  2  2  2  2  2  3  3  3  3   3   2   2   2   2   3   2   2   2   3   3
## 1117  4  4  4  4  4  4  4  4  4   4   5   5   5   5   5   4   4   4   4   4
## 1118  3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1119  4  4  4  4  4  4  4  4  4   4   5   5   5   5   5   4   4   4   3   3
## 1120  5  5  5  5  5  4  4  4  4   4   5   5   5   5   5   4   4   4   4   4
## 1121  1  1  2  2  2  3  3  3  3   3   4   3   3   3   3   2   2   2   2   2
## 1122  1  1  1  1  1  2  2  2  2   2   3   3   3   3   3   3   3   3   3   3
## 1123  4  3  2  4  5  2  4  2  2   4   4   4   5   5   5   4   5   5   5   4
## 1124  5  5  4  4  4  3  2  4  4   3   5   5   5   5   5   5   5   5   4   5
## 1125  4  4  4  3  4  3  5  4  5   3   5   5   5   5   5   4   5   5   4   3
## 1126  3  2  1  4  2  2  4  4  2   2   4   4   4   4   4   5   5   2   2   4
## 1127  3  2  2  2  2  2  2  2  3   4   4   4   3   4   4   4   3   2   3   4
## 1128  3  3  2  3  4  2  2  2  1   1   3   2   3   2   2   2   4   2   3   2
## 1129  4  4  4  4  4  3  4  3  4   4   4   4   4   4   3   4   4   4   4   3
## 1130  4  4  4  4  3  3  4  4  4   4   5   4   4   5   5   4   3   3   3   3
## 1131  3  4  2  2  3  2  2  4  2   3   3   1   2   3   3   4   4   4   3   4
## 1132  4  4  4  3  3  2  2  2  4   3   4   4   4   3   3   3   4   2   3   2
## 1133  3  3  2  2  4  1  2  2  2   2   4   4   4   4   4   4   4   4   4   4
## 1134  2  3  2  2  2  2  2  2  2   2   2   2   2   1   1   3   2   3   2   3
## 1135  2  3  2  2  2  2  4  2  4   2   3   4   3   3   4   4   2   4   2   4
## 1136  2  2  2  2  2  2  2  2  2   2   2   2   2   4   4   5   4   5   4   5
## 1137  5  4  4  4  2  2  2  4  2   2   2   2   2   2   2   4   4   5   4   3
## 1138  4  4  2  2  2  2  2  1  1   3   3   2   2   3   3   4   3   4   4   4
## 1139  2  1  2  3  1  1  3  2  1   1   3   3   3   4   3   3   5   3   4   3
## 1140  3  4  3  2  3  2  3  2  4   3   2   3   3   3   4   3   4   4   4   3
## 1141  3  4  3  3  4  2  4  4  3   2   1   1   2   1   2   2   5   3   2   1
## 1142  4  4  3  3  4  3  3  2  2   2   3   4   4   4   3   3   2   4   3   3
## 1143  3  5  2  3  2  2  5  3  4   4   3   3   4   4   5   4   5   5   3   5
## 1144  4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1145  2  2  3  4  4  2  2  3  4   3   4   4   5   4   3   2   3   4   3   5
## 1146  3  3  2  2  4  4  2  2  2   2   2   3   2   3   2   4   4   4   3   4
## 1147  4  3  2  3  2  1  2  2  4   2   4   4   4   4   3   4   4   4   3   3
## 1148  3  4  3  3  4  2  3  3  2   3   4   3   4   4   3   4   4   4   4   4
## 1149  4  3  3  3  2  2  2  4  2   2   4   4   4   4   4   3   2   4   4   3
## 1150  4  2  4  3  5  1  2  4  2   3   3   4   4   5   3   3   4   4   3   4
## 1151  4  4  5  3  2  1  5  4  4   2   5   5   4   4   5   4   5   5   4   3
## 1152  3  2  2  3  4  4  2  1  1   2   3   4   3   4   4   3   5   4   2   2
## 1153  3  4  3  4  4  3  2  2  2   2   3   3   3   3   4   4   4   3   2   4
## 1154  4  4  4  4  5  5  5  5  5   5   5   5   5   5   5   5   5   4   5   5
## 1155  2  3  2  2  4  2  4  2  4   4   4   4   4   4   4   4   4   3   3   3
## 1156  4  4  4  4  4  3  3  3  3   4   4   4   4   4   3   2   2   2   3   3
## 1157  3  3  3  3  3  4  4  3  3   4   4   4   4   3   3   4   4   4   3   3
## 1158  2  2  2  2  2  3  2  2  2   2   3   3   3   4   4   2   2   2   3   3
## 1159  2  2  2  2  2  3  3  3  3   3   4   4   4   3   3   3   3   3   3   3
## 1160  4  4  4  4  4  3  4  4  3   3   4   4   4   4   4   4   3   4   4   4
## 1161  3  3  3  3  3  3  3  3  3   3   4   4   4   4   4   3   3   4   4   4
## 1162  3  3  3  3  3  3  3  3  3   3   4   4   4   4   4   3   3   2   2   2
## 1163  3  3  3  3  3  3  3  3  3   3   4   4   4   4   3   3   3   4   2   2
## 1164  3  3  3  3  3  3  3  3  3   3   4   4   4   4   3   3   3   2   2   2
## 1165  4  4  4  4  4  3  4  4  3   3   4   4   4   4   4   4   2   4   4   4
## 1166  5  5  5  4  4  4  4  4  3   3   5   5   5   5   5   5   1   5   4   4
## 1167  5  5  5  4  4  4  4  4  3   3   5   5   5   5   5   5   1   4   4   4
## 1168  5  5  5  4  4  4  4  4  3   3   5   5   5   5   5   5   2   4   4   4
## 1169  5  4  4  4  4  4  3  3  4   4   5   4   4   4   3   4   4   3   2   1
## 1170  4  4  3  4  3  3  5  5  3   3   4   4   4   4   5   5   5   5   4   4
## 1171  4  3  4  4  2  4  4  4  3   3   4   4   4   4   4   4   4   4   3   2
## 1172  3  3  3  2  2  2  2  2  2   2   2   3   2   2   2   2   2   2   2   2
## 1173  4  3  2  3  3  1  2  2  2   2   3   2   3   3   3   2   4   4   3   2
## 1174  4  3  3  2  2  2  3  2  2   1   1   2   2   2   3   3   3   3   1   2
## 1175  4  4  2  2  2  2  2  2  4   2   2   2   4   2   2   2   2   2   2   2
## 1176  2  3  2  2  4  2  2  2  4   2   4   4   4   4   4   4   4   4   4   4
## 1177  4  4  4  4  1  1  3  2  4   3   4   2   4   5   4   4   2   4   5   5
## 1178  3  4  2  4  4  2  2  2  1   1   4   4   4   4   4   3   3   2   4   3
## 1179  3  3  3  3  2  2  2  2  4   3   4   4   4   4   4   4   4   4   3   2
## 1180  4  3  2  2  2  2  2  1  1   2   3   3   3   3   3   3   4   4   3   2
## 1181  5  1  4  4  5  4  2  5  1   1   5   5   5   5   4   2   2   5   5   1
## 1182  2  3  2  2  2  3  4  2  2   4   4   4   4   4   2   4   2   2   2   3
## 1183  5  4  4  4  3  5  4  4  5   4   4   4   5   4   5   4   5   5   4   4
## 1184  3  4  1  2  1  1  1  2  2   2   2   4   3   4   2   4   2   2   2   2
## 1185  5  4  4  4  4  4  3  5  2   3   4   4   4   4   4   5   5   4   5   4
## 1186  2  2  2  2  2  3  2  2  2   3   2   1   2   2   2   3   2   3   2   2
## 1187  3  3  3  3  3  2  3  3  3   2   2   2   2   1   1   2   2   2   3   2
## 1188  4  4  4  4  4  4  3  4  4   4   4   5   4   5   5   5   5   5   3   2
## 1189  4  4  4  4  4  3  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1190  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1191  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1192  2  2  2  2  2  2  3  2  2   2   3   4   2   2   2   3   3   3   3   3
## 1193  4  2  2  2  2  2  4  2  4   2   4   4   4   4   4   4   4   4   4   4
## 1194  4  4  4  3  3  3  4  4  4   3   5   5   5   5   5   4   2   4   4   4
## 1195  5  4  4  4  4  4  3  4  4   3   5   5   5   5   5   5   1   4   5   5
## 1196  2  2  2  2  2  2  2  2  2   2   3   3   2   2   2   2   2   2   2   2
## 1197  3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   2   2   2   2
## 1198  4  4  4  4  4  4  4  4  4   4   5   5   4   5   5   3   2   3   3   3
## 1199  3  3  3  3  3  3  3  3  3   3   2   2   3   3   3   4   2   3   3   3
## 1200  4  3  3  3  3  2  4  4  4   3   4   5   5   5   5   5   2   5   5   4
## 1201  4  4  2  2  3  1  3  3  2   2   4   4   3   4   3   3   4   3   4   2
## 1202  4  3  2  3  2  2  2  2  2   2   1   1   2   3   3   3   4   4   3   3
## 1203  4  3  4  2  2  2  4  3  3   4   4   5   4   5   5   5   4   5   4   3
## 1204  2  4  3  2  5  2  2  1  1   5   3   3   5   4   4   4   2   3   4   3
## 1205  4  3  4  3  3  2  2  4  4   3   4   4   3   4   4   3   4   4   3   2
## 1206  4  4  2  2  1  1  2  3  4   2   3   2   2   3   3   2   5   5   2   2
## 1207  3  3  3  2  3  4  2  1  2   3   4   4   4   4   3   5   4   5   5   4
## 1208  4  3  3  3  3  2  4  3  3   3   5   5   4   4   4   4   3   4   3   3
## 1209  2  3  4  3  2  2  4  5  4   3   4   4   5   5   5   4   2   5   4   5
## 1210  4  3  3  3  4  2  5  3  3   2   4   4   4   4   4   3   2   2   5   5
## 1211  4  3  3  3  3  4  3  2  4   3   4   5   4   4   4   3   3   4   2   4
## 1212  3  2  2  2  2  1  2  4  3   3   4   4   4   4   4   4   4   5   3   2
## 1213  4  2  2  2  2  2  2  1  1   2   3   4   4   4   4   4   3   4   3   3
## 1214  4  3  2  3  2  3  2  2  2   2   3   4   4   4   3   4   5   4   3   3
## 1215  4  4  3  2  2  1  3  3  2   2   4   4   2   4   3   4   4   4   4   3
## 1216  4  2  4  4  4  4  4  4  4   2   4   4   4   4   4   3   4   4   4   2
## 1217  4  4  4  4  4  4  5  5  5   5   5   5   5   5   5   5   5   5   5   5
## 1218  4  3  2  3  4  3  3  3  2   3   5   3   5   5   3   2   2   2   3   4
## 1219  4  3  2  4  2  2  2  2  2   2   3   4   4   4   3   4   4   4   2   2
## 1220  5  5  4  3  3  2  2  2  2   4   4   3   4   4   3   3   3   3   4   3
## 1221  4  5  4  4  5  4  3  2  2   4   4   5   5   4   4   5   4   5   4   5
## 1222  5  5  5  4  4  4  3  3  3   3   4   4   4   4   3   3   3   4   4   1
## 1223  3  3  2  3  2  2  3  1  1   2   3   1   1   2   2   4   5   5   3   3
## 1224  4  4  3  3  4  2  2  2  2   2   4   4   5   5   4   4   5   5   5   4
## 1225  4  4  2  2  2  2  3  4  2   4   3   4   2   3   3   2   4   4   3   2
## 1226  4  4  3  2  4  1  4  2  1   3   4   4   4   4   4   5   4   4   4   4
## 1227  3  3  1  2  1  3  2  2  1   3   3   1   2   4   2   4   5   5   2   2
## 1228  5  4  5  4  4  2  4  4  4   3   4   3   3   4   3   4   5   3   2   3
## 1229  2  4  3  3  2  2  1  2  3   3   2   3   2   3   3   3   3   2   3   2
## 1230  5  2  2  3  1  1  1  2  1   1   2   5   4   3   3   4   5   4   2   3
## 1231  2  3  3  3  3  3  3  3  3   3   2   3   4   3   3   3   3   3   3   3
## 1232  3  5  5  5  5  5  3  3  3   4   5   5   5   5   5   5   5   5   5   2
## 1233  3  3  3  3  4  3  4  4  4   3   3   3   3   3   3   3   3   3   3   2
## 1234  3  4  4  4  3  4  4  4  4   3   3   3   3   3   3   3   3   3   3   3
## 1235  4  2  3  2  2  2  2  2  4   1   4   3   3   3   3   4   2   5   4   3
## 1236  3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   2   2   2   2
## 1237  4  4  4  4  4  3  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1238  4  4  4  4  4  4  4  4  4   4   5   5   5   4   5   3   2   3   3   3
## 1239  4  4  4  3  3  3  4  4  4   3   5   5   5   5   5   4   2   4   4   4
## 1240  2  2  2  2  2  2  3  2  2   2   3   4   2   2   2   3   3   3   3   3
## 1241  3  2  2  2  3  1  3  2  4   3   4   4   4   4   5   4   4   5   4   3
## 1242  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1243  2  2  2  2  2  2  2  2  2   2   3   3   2   2   2   2   2   2   2   2
## 1244  3  3  3  3  3  3  3  3  3   3   2   2   3   3   3   4   2   3   3   3
## 1245  5  4  4  4  4  4  3  4  4   3   5   5   5   5   5   5   1   4   5   5
## 1246  4  2  2  2  3  2  4  4  4   2   4   4   4   4   4   5   4   4   2   2
## 1247  2  3  2  2  2  4  2  2  4   2   4   2   4   4   4   4   3   3   4   4
## 1248  4  4  4  4  4  4  2  2  2   2   4   4   4   4   4   4   4   2   2   3
## 1249  3  3  2  2  3  2  2  4  4   3   3   4   4   3   3   4   4   4   4   2
## 1250  3  3  2  2  2  3  4  3  2   3   4   4   4   4   4   4   4   4   3   3
## 1251  2  3  2  2  2  2  2  2  2   3   2   3   3   2   2   4   4   3   3   2
## 1252  4  4  2  2  2  2  2  2  2   2   4   4   4   4   4   2   2   4   5   3
## 1253  4  3  3  3  2  2  2  2  2   2   4   4   3   4   3   5   3   5   3   4
## 1254  4  4  4  4  4  3  5  4  4   3   4   4   4   5   4   4   5   4   4   4
## 1255  4  3  2  2  2  1  4  2  2   3   3   2   3   4   3   4   4   4   3   3
## 1256  4  4  3  2  3  2  4  4  5   3   4   4   4   5   4   5   3   5   4   3
## 1257  4  4  2  2  2  2  2  2  1   1   1   1   2   4   4   4   4   4   4   4
## 1258  3  2  3  3  4  2  2  1  2   3   3   2   2   4   3   4   4   4   3   4
## 1259  3  4  2  3  4  4  4  2  4   3   4   5   4   4   5   4   2   5   3   4
## 1260  3  4  3  3  4  3  2  2  1   1   3   3   3   3   3   4   4   4   4   4
## 1261  2  2  2  2  3  4  1  1  5   2   3   4   4   4   4   5   4   4   4   4
## 1262  4  3  2  2  4  2  4  2  4   2   2   2   2   3   2   4   4   5   2   2
## 1263  1  3  3  4  2  3  4  4  4   4   4   4   4   4   4   4   4   4   4   3
## 1264  4  2  2  2  2  2  2  4  2   3   4   2   3   4   4   3   4   4   2   3
## 1265  4  4  3  4  4  3  4  4  4   3   4   4   4   3   4   3   4   4   4   4
## 1266  2  3  4  2  2  2  2  4  2   2   4   2   4   4   2   4   4   4   4   4
## 1267  5  5  5  5  5  4  5  5  5   5   5   5   5   5   5   5   4   4   4   4
## 1268  4  4  4  4  4  4  5  4  4   3   4   4   4   4   4   5   4   4   4   3
## 1269  3  3  3  3  3  4  3  3  4   3   4   3   3   3   3   3   3   3   3   2
## 1270  4  4  4  4  4  5  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1271  2  2  2  2  2  2  2  2  3   3   3   3   3   3   3   3   3   3   3   3
## 1272  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1273  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1274  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1275  5  5  5  5  5  5  4  4  4   4   5   5   5   5   5   4   4   4   4   4
## 1276  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1277  3  3  3  3  3  3  3  3  3   3   3   3   3   3   4   3   4   4   4   4
## 1278  3  3  3  3  3  3  4  4  4   4   4   4   4   3   3   3   3   2   2   2
## 1279  4  4  4  4  4  4  4  4  4   4   5   5   5   5   5   4   4   4   4   4
## 1280  3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1281  4  2  4  4  3  2  4  5  4   3   4   4   4   5   4   5   5   4   4   4
## 1282  3  4  2  2  4  2  2  2  2   2   3   4   4   4   4   4   2   4   2   3
## 1283  4  4  2  2  2  2  1  1  1   2   3   2   2   3   3   4   4   4   3   3
## 1284  3  4  3  2  4  3  4  4  4   4   4   4   4   5   4   5   5   5   3   3
## 1285  4  2  2  2  2  1  2  4  3   5   4   4   5   5   5   4   4   5   4   4
## 1286  2  5  1  4  4  4  2  4  2   3   4   4   4   4   4   5   2   5   3   3
## 1287  4  1  4  4  4  4  2  2  4   3   5   4   5   5   5   4   4   5   3   5
## 1288  3  2  2  2  2  2  2  1  2   3   2   2   2   2   3   4   4   4   3   4
## 1289  4  4  4  2  3  3  2  4  4   4   5   4   3   5   4   4   3   4   4   3
## 1290  5  5  4  4  4  4  5  4  4   3   4   4   4   4   4   4   5   4   3   3
## 1291  4  4  4  3  4  4  3  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1292  4  3  3  2  2  3  1  2  4   3   4   4   4   4   4   4   5   5   2   3
## 1293  4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   4   3   3   3   3
## 1294  4  4  4  2  2  2  2  4  2   2   4   4   4   4   4   4   4   4   3   3
## 1295  4  3  4  4  2  2  2  4  2   2   5   5   4   5   5   4   3   4   4   4
## 1296  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1297  2  2  2  2  2  2  2  2  2   2   3   1   2   2   1   3   3   4   2   1
## 1298  4  2  3  3  2  2  4  4  4   3   4   3   4   5   4   4   4   5   4   4
## 1299  4  4  4  4  4  2  3  3  4   3   5   5   5   5   5   5   4   4   4   2
## 1300  4  3  3  3  4  2  2  2  3   3   3   3   3   3   4   4   4   4   4   4
## 1301  3  4  3  2  4  4  2  4  4   3   4   4   4   4   4   4   4   2   4   4
## 1302  4  4  2  4  2  2  2  2  2   2   3   3   2   3   4   4   4   4   4   4
## 1303  2  2  2  2  2  2  4  3  2   2   3   4   4   4   4   3   3   4   4   5
## 1304  4  3  4  4  4  4  4  4  4   3   4   4   4   4   4   3   4   4   3   3
## 1305  5  5  4  3  4  4  3  4  5   5   4   4   4   4   4   4   4   4   4   4
## 1306  4  4  4  4  4  1  4  2  1   3   4   4   4   4   4   3   2   4   2   2
## 1307  3  4  2  2  4  2  2  2  1   4   4   4   4   4   4   4   3   5   3   3
## 1308  4  4  4  3  4  3  3  4  4   3   4   4   4   4   4   4   3   4   4   3
## 1309  2  4  2  2  2  2  2  2  4   2   3   2   4   4   4   4   4   4   3   2
## 1310  3  2  2  3  2  1  3  3  2   2   1   3   3   3   3   4   4   4   2   2
## 1311  3  3  2  2  2  2  3  2  4   3   3   2   2   2   2   4   4   4   3   3
## 1312  3  2  2  3  2  4  2  2  2   2   4   4   5   5   5   4   3   4   3   3
## 1313  3  4  2  2  2  2  2  2  2   2   2   2   2   2   2   4   4   4   4   4
## 1314  5  3  4  4  4  2  4  4  4   2   5   5   5   5   5   4   4   5   3   4
## 1315  4  4  4  3  3  4  4  4  4   4   4   2   3   4   4   4   3   4   2   2
## 1316  4  4  3  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1317  5  3  2  2  2  4  3  2  2   1   2   2   3   2   2   4   4   4   3   4
## 1318  4  4  4  4  4  4  4  4  2   3   4   4   4   4   4   3   4   4   4   5
## 1319  4  4  4  4  4  4  4  4  5   4   4   4   4   4   4   4   4   4   4   3
## 1320  4  4  4  4  3  2  2  3  2   2   4   4   4   4   4   4   4   4   4   4
## 1321  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1322  2  2  2  3  3  2  3  2  2   4   3   4   4   3   2   2   3   2   3   2
## 1323  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   3   3   3   4   4
## 1324  5  5  4  5  4  4  5  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1325  3  3  3  3  2  2  3  2  3   3   2   2   2   2   2   2   3   2   2   2
## 1326  4  4  4  4  4  4  4  3  4   3   3   3   4   4   4   4   4   4   4   4
## 1327  5  5  5  4  4  4  4  4  4   4   5   5   5   5   5   5   5   5   5   4
## 1328  3  3  3  3  3  3  3  3  4   4   3   4   4   4   3   4   4   3   4   4
## 1329  2  2  2  2  2  2  3  3  2   2   4   4   4   4   3   3   3   3   3   3
## 1330  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1331  5  4  4  4  4  4  3  4  4   3   5   5   5   5   5   5   4   1   5   5
## 1332  4  3  3  4  2  2  4  2  2   4   4   4   4   4   4   4   4   3   3   4
## 1333  4  4  4  3  3  3  4  4  4   4   5   5   5   5   5   4   2   4   4   4
## 1334  2  2  2  2  2  2  3  2  2   2   3   4   2   2   2   3   3   3   3   3
## 1335  2  3  2  2  2  2  2  2  2   2   2   2   3   3   3   4   4   4   3   4
## 1336  4  3  3  3  3  3  3  3  3   2   3   4   3   3   3   2   3   3   3   3
## 1337  3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   3   3   3   3
## 1338  2  2  2  2  2  3  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 1339  4  4  4  4  4  4  4  4  4   4   5   5   5   4   5   3   2   3   3   3
## 1340  4  4  4  4  4  3  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1341  4  3  2  2  2  1  2  4  2   2   2   4   4   4   3   4   2   4   3   2
## 1342  4  4  3  4  4  2  2  2  2   3   3   4   4   3   3   3   3   3   3   3
## 1343  4  2  2  2  1  2  2  4  2   2   2   2   2   4   2   2   4   2   2   4
## 1344  4  4  4  3  3  3  3  2  4   4   4   4   4   4   4   4   4   4   4   4
## 1345  2  4  4  2  2  2  4  2  4   2   4   4   4   4   4   4   3   4   3   4
## 1346  4  2  2  2  2  2  2  4  2   2   4   4   4   4   3   4   4   4   2   2
## 1347  2  3  2  3  2  1  3  2  1   1   3   2   2   2   3   3   4   4   2   1
## 1348  3  3  2  2  2  2  4  4  2   2   4   4   4   4   4   4   2   4   4   2
## 1349  4  3  2  3  1  2  2  2  4   3   4   3   4   4   4   4   4   5   3   4
## 1350  3  2  2  3  1  2  2  2  1   3   2   2   4   1   3   4   5   4   3   2
## 1351  2  2  2  2  2  2  2  2  2   2   2   4   4   4   4   5   4   5   4   4
## 1352  4  3  3  3  4  4  4  3  4   3   4   4   4   4   4   3   4   3   4   4
## 1353  3  2  1  3  1  1  1  1  5   2   4   4   4   4   4   4   4   4   4   4
## 1354  2  4  2  2  3  3  2  1  2   2   3   2   4   3   4   4   3   4   3   4
## 1355  4  4  3  3  4  3  4  2  4   3   3   3   4   4   3   3   4   4   3   3
## 1356  4  4  4  4  2  2  4  2  2   4   4   2   4   4   4   5   4   4   4   4
## 1357  2  3  2  2  3  2  2  2  4   3   4   3   4   3   4   4   4   4   4   4
## 1358  4  2  5  4  4  4  2  2  4   4   4   4   4   4   4   5   4   4   4   5
## 1359  4  4  2  4  4  4  4  4  4   3   3   4   4   4   4   5   4   5   4   5
## 1360  4  2  4  4  4  2  2  2  2   3   3   4   4   4   3   4   4   4   3   3
## 1361  3  3  2  3  3  3  3  2  3   4   4   4   4   4   5   5   4   4   4   4
## 1362  4  4  3  4  4  4  2  3  2   3   3   4   3   4   3   4   4   4   3   4
## 1363  2  2  1  1  1  1  2  2  1   2   4   2   3   4   3   4   2   4   3   2
## 1364  4  3  2  2  3  2  4  4  2   3   4   4   4   5   4   4   5   5   4   4
## 1365  4  4  2  3  4  2  2  2  2   3   5   4   4   4   4   4   5   5   3   2
## 1366  4  4  2  3  3  2  1  4  2   3   5   5   4   5   4   4   4   4   3   3
## 1367  4  3  2  2  2  1  3  1  4   2   1   4   4   2   3   2   3   3   3   3
## 1368  4  3  3  2  2  2  2  2  2   2   2   2   2   4   3   4   3   4   2   3
## 1369  4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 1370  4  3  2  2  2  1  4  4  4   2   4   3   4   2   2   4   4   4   4   4
## 1371  2  2  2  4  2  2  2  2  2   3   2   2   2   4   2   4   3   4   2   3
## 1372  2  2  2  2  2  2  4  2  2   2   2   2   3   2   2   4   3   4   4   4
## 1373  3  2  1  2  2  4  2  2  2   1   4   4   5   4   4   4   2   4   2   2
## 1374  2  4  4  2  2  2  1  2  4   4   4   4   4   4   3   4   5   4   2   2
## 1375  3  2  2  4  3  4  4  3  4   2   2   2   1   3   2   4   2   4   2   2
## 1376  3  3  3  3  3  4  4  3  4   3   4   4   4   4   4   5   4   4   4   4
## 1377  5  4  3  3  3  4  4  4  3   3   4   4   3   4   4   3   2   4   2   4
## 1378  4  4  3  4  4  2  2  2  2   3   4   4   4   4   3   4   3   4   4   3
## 1379  3  2  2  2  2  2  4  3  1   1   3   4   4   4   4   5   5   5   5   4
## 1380  5  3  3  4  4  2  2  2  2   2   4   3   3   4   4   4   4   4   4   3
## 1381  4  3  2  3  4  2  2  4  2   3   3   4   4   3   3   4   4   4   3   4
## 1382  4  3  2  2  3  2  4  4  3   3   4   4   4   4   4   4   2   4   4   3
## 1383  3  4  4  3  4  3  4  4  4   4   3   4   4   4   4   4   4   4   4   4
## 1384  1  2  2  2  1  2  1  2  2   3   3   3   3   2   3   3   3   4   3   3
## 1385  4  4  4  4  4  3  3  3  3   3   3   4   5   3   3   3   5   3   3   2
## 1386  3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1387  4  3  2  4  4  2  4  2  4   3   4   3   3   4   3   4   2   3   2   2
## 1388  4  3  3  2  2  2  4  4  4   3   3   3   3   3   3   3   2   4   2   2
## 1389  3  3  4  3  3  2  2  4  1   2   3   3   3   3   3   3   4   2   3   3
## 1390  2  4  2  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1391  2  2  2  2  1  1  1  1  1   1   4   3   3   4   3   4   4   4   4   4
## 1392  3  2  2  1  3  2  4  3  4   2   3   3   4   4   4   4   4   5   4   3
## 1393  4  4  2  1  2  3  4  2  3   2   4   2   4   4   3   4   4   5   4   5
## 1394  4  3  3  3  2  2  2  4  4   2   3   3   3   4   4   4   4   4   5   4
## 1395  4  3  4  4  3  4  4  4  3   3   4   4   4   4   4   5   5   4   4   4
## 1396  4  4  3  4  2  1  1  2  1   3   4   2   4   3   4   3   4   4   3   3
## 1397  3  4  2  2  3  4  2  2  2   2   3   3   3   4   4   3   4   4   3   4
## 1398  4  3  3  2  3  4  3  4  4   3   3   4   4   4   4   3   4   5   5   4
## 1399  4  3  3  4  2  2  2  4  4   3   4   3   2   4   2   4   4   4   2   3
## 1400  4  4  2  2  4  2  2  4  4   3   4   2   4   4   4   4   2   4   4   2
## 1401  4  4  1  2  1  2  2  1  1   1   5   4   4   4   4   4   4   5   3   2
## 1402  4  4  2  2  3  4  4  2  4   3   3   3   2   3   3   4   4   4   4   3
## 1403  4  3  2  2  3  2  2  3  3   4   4   4   4   4   4   4   2   4   4   4
## 1404  4  2  2  2  2  3  2  2  2   3   3   3   4   4   4   5   3   5   4   5
## 1405  4  4  4  4  4  4  4  3  5   5   4   4   4   4   4   2   2   4   4   4
## 1406  4  3  2  2  2  2  2  4  2   3   4   4   4   4   4   4   4   4   3   3
## 1407  4  4  4  4  3  4  3  4  4   3   2   2   3   2   3   4   3   4   2   2
## 1408  4  3  4  2  2  2  4  4  2   2   3   4   4   4   3   2   4   4   4   4
## 1409  2  4  2  3  2  2  2  2  2   2   1   3   3   2   3   4   4   2   4   4
## 1410  4  3  2  2  2  2  2  2  2   3   3   4   4   4   4   4   4   4   4   3
## 1411  2  3  1  1  3  1  2  1  1   2   3   3   4   2   4   4   3   4   3   3
## 1412  2  3  1  1  1  2  2  2  4   2   3   3   2   4   3   3   4   4   4   4
## 1413  4  3  3  4  2  2  2  3  2   2   3   2   4   3   4   4   2   4   3   3
## 1414  4  4  4  4  4  3  4  4  3   4   4   4   5   5   5   4   3   4   4   4
## 1415  4  4  4  3  4  4  4  3  4   4   3   4   3   4   3   4   4   4   4   4
## 1416  4  2  4  3  4  3  4  4  2   3   4   4   4   4   4   4   4   4   4   3
## 1417  5  4  4  2  3  4  2  4  4   4   4   4   4   4   4   4   4   5   4   4
## 1418  4  4  4  4  4  4  4  4  4   4   4   4   4   4   3   4   2   4   3   3
## 1419  3  4  3  3  3  3  2  2  1   2   3   4   4   5   5   4   2   4   3   3
## 1420  3  4  3  3  3  3  2  2  1   2   3   4   4   5   5   4   2   4   3   3
## 1421  4  4  4  3  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1422  4  3  3  3  3  1  2  3  2   3   4   4   4   4   4   3   2   4   3   3
## 1423  3  4  2  5  4  5  4  4  4   3   3   4   4   4   5   5   4   5   3   4
## 1424  5  4  3  3  4  2  2  4  4   3   4   4   4   4   4   4   3   4   4   4
## 1425  4  4  2  4  4  4  4  2  4   4   3   4   4   3   4   4   4   5   4   3
## 1426  3  2  2  2  4  2  2  2  4   3   3   4   4   4   4   4   2   4   4   4
## 1427  3  3  3  3  2  4  2  2  2   2   2   4   4   4   3   4   4   4   4   4
## 1428  4  4  2  4  4  2  2  4  2   2   4   2   4   4   3   4   3   5   2   2
## 1429  4  4  4  4  4  4  4  3  3   2   4   3   4   4   3   4   4   4   4   4
## 1430  2  2  2  4  2  2  4  4  2   2   5   4   5   5   5   5   5   4   4   4
## 1431  2  2  2  4  2  2  4  4  2   2   5   4   5   5   5   5   5   4   4   4
## 1432  4  2  3  2  4  2  4  4  2   2   3   2   4   4   3   4   2   4   4   4
## 1433  5  3  2  2  2  2  2  2  2   2   3   2   3   2   2   3   4   4   2   2
## 1434  4  4  3  4  4  2  2  5  4   3   4   5   5   4   4   5   2   3   3   3
## 1435  4  4  3  3  2  2  2  4  2   2   4   3   4   4   4   4   2   4   3   4
## 1436  4  4  4  4  3  3  3  3  4   4   4   4   4   4   4   5   5   5   5   3
## 1437  3  4  3  4  3  4  3  3  3   2   4   3   3   3   4   4   4   3   2   4
## 1438  2  2  2  2  2  3  3  2  3   3   3   2   2   2   2   2   2   2   2   2
## 1439  4  5  4  4  5  5  5  5  5   5   5   5   5   5   5   5   5   5   4   4
## 1440  3  2  4  4  4  4  3  3  3   3   4   4   4   3   3   3   4   3   4   3
## 1441  5  5  4  4  4  4  4  4  4   4   3   4   4   4   4   3   4   3   4   4
## 1442  4  4  3  4  4  4  4  4  3   3   3   4   4   4   3   4   2   4   4   3
## 1443  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1444  4  4  4  4  4  3  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1445  4  4  4  3  3  3  4  4  4   3   5   5   5   5   5   4   2   4   4   4
## 1446  2  2  2  2  2  2  3  2  2   2   3   4   2   2   2   3   3   3   3   3
## 1447  2  2  2  2  2  2  2  2  2   2   3   3   2   2   2   2   2   2   2   2
## 1448  2  2  2  2  2  2  2  2  2   2   3   3   2   2   2   2   2   2   2   2
## 1449  4  4  4  4  4  3  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1450  4  4  4  3  3  3  4  4  4   3   5   5   5   5   5   4   2   4   4   4
## 1451  2  2  2  2  2  2  3  2  2   2   3   4   2   2   2   3   3   3   3   3
## 1452  5  4  4  4  4  4  3  4  4   3   5   5   5   5   5   5   1   4   5   5
## 1453  2  2  2  2  2  2  2  2  2   2   3   3   2   2   2   2   2   2   2   2
## 1454  4  3  3  3  3  3  3  3  3   2   3   4   3   3   3   2   3   3   3   3
## 1455  4  4  4  4  4  4  4  4  4   4   5   5   5   4   5   3   2   3   3   3
## 1456  4  3  3  4  3  2  4  4  4   4   4   4   3   3   3   3   3   3   3   3
## 1457  3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   2   2   2   2
## 1458  3  3  3  3  3  3  4  4  4   3   4   4   4   4   4   4   2   2   2   2
## 1459  2  2  2  2  2  3  2  2  2   2   2   2   2   2   2   2   2   2   2   2
## 1460  3  3  3  3  3  3  3  3  3   3   2   2   3   3   3   4   2   3   3   3
## 1461  4  3  3  3  3  3  3  3  3   2   3   4   3   3   3   2   3   3   3   3
## 1462  4  4  4  4  4  4  4  4  4   4   5   5   5   4   5   3   2   3   3   3
## 1463  3  4  3  4  2  2  2  4  2   2   4   3   4   4   4   4   4   4   4   4
## 1464  4  4  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1465  4  4  2  4  3  4  4  2  4   2   3   3   4   4   4   5   5   5   3   4
## 1466  4  4  4  3  2  3  2  2  4   3   4   3   4   4   4   4   4   4   4   2
## 1467  4  2  1  4  1  1  1  1  1   1   4   4   2   4   4   4   5   5   4   2
## 1468  5  3  4  3  4  2  2  4  2   2   5   4   4   5   4   5   5   5   4   5
## 1469  4  3  4  4  4  3  4  4  5   3   4   5   5   5   5   4   5   4   5   4
## 1470  4  3  3  3  3  3  3  3  3   3   3   3   4   4   4   4   4   4   3   3
## 1471  2  4  2  4  3  2  1  1  4   4   4   4   4   4   4   4   4   5   5   4
## 1472  5  3  2  2  2  2  2  1  2   1   2   2   2   3   3   4   4   5   2   2
## 1473  4  3  2  2  1  1  1  1  2   3   2   2   3   3   3   4   5   5   3   5
## 1474  4  3  4  2  2  2  4  2  2   2   5   5   5   5   5   5   5   5   5   5
## 1475  3  4  3  4  3  2  2  3  3   3   3   4   4   4   4   4   4   4   4   4
## 1476  1  4  3  2  3  4  4  4  4   3   4   4   4   4   4   4   5   5   3   3
## 1477  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   1
## 1478  4  4  2  2  3  1  2  4  1   2   3   3   3   3   3   2   3   2   2   2
## 1479  2  2  2  2  2  2  4  3  4   2   4   4   4   4   4   4   3   4   2   2
## 1480  4  3  2  2  2  3  2  4  2   3   4   4   4   2   4   4   4   4   4   2
## 1481  4  3  4  2  3  3  2  2  4   2   5   4   3   5   4   4   4   5   4   4
## 1482  4  4  4  2  4  4  2  2  4   3   3   2   4   2   4   4   4   4   4   4
## 1483  3  2  2  2  2  2  4  2  2   3   2   2   2   2   2   3   4   4   2   2
## 1484  4  2  2  2  2  2  2  2  2   2   2   2   4   2   2   4   4   2   2   2
## 1485  4  2  2  2  2  2  2  4  2   2   4   4   4   4   4   4   4   4   3   4
## 1486  4  2  3  4  4  2  4  4  4   4   4   4   4   4   4   4   2   5   4   4
## 1487  4  4  3  2  2  4  4  4  4   3   4   4   4   4   4   5   5   5   4   5
## 1488  4  4  3  3  3  4  4  4  2   3   3   4   4   4   4   4   3   4   2   2
## 1489  4  3  2  3  4  2  2  4  2   1   3   4   4   4   3   3   4   5   3   2
## 1490  3  3  3  3  3  3  3  3  4   3   3   4   3   3   3   3   3   3   4   4
## 1491  4  4  4  4  2  2  2  2  4   4   4   2   4   4   2   4   4   4   4   4
## 1492  2  2  2  4  2  4  2  4  3   3   4   3   3   4   4   4   4   4   4   4
## 1493  4  4  2  2  4  4  3  4  2   2   4   4   4   2   4   4   4   5   4   4
## 1494  4  3  2  4  4  3  2  2  2   3   4   3   3   4   4   4   4   4   3   4
## 1495  2  2  2  2  2  2  2  2  4   2   2   2   2   4   3   4   4   4   2   2
## 1496  4  2  2  2  2  1  2  2  2   2   4   4   4   4   4   4   4   5   4   3
## 1497  4  3  2  4  2  2  4  4  4   3   4   3   4   4   4   4   5   5   4   3
## 1498  5  4  4  5  5  5  5  5  4   3   5   4   4   5   5   4   3   5   5   4
## 1499  4  4  4  2  4  3  4  4  3   2   5   5   5   5   5   4   4   4   4   4
## 1500  3  3  3  3  3  3  3  2  2   2   2   2   2   2   3   4   4   4   3   3
## 1501  4  4  4  4  4  4  4  2  4   5   5   5   5   5   5   4   4   4   4   5
## 1502  4  3  4  4  2  4  2  1  4   1   4   3   4   4   4   2   5   4   2   4
## 1503  2  2  1  2  2  2  1  1  1   2   3   2   4   3   3   4   4   4   3   3
## 1504  4  4  4  4  3  2  2  3  4   4   4   4   3   4   4   4   4   4   4   4
## 1505  4  2  2  4  2  2  2  4  4   2   4   2   4   4   4   4   4   5   4   3
## 1506  3  3  2  2  2  2  2  2  4   2   3   2   2   3   2   4   2   4   4   2
## 1507  4  3  4  3  4  4  4  4  2   3   4   4   4   4   4   4   4   4   4   4
## 1508  2  2  2  4  4  2  4  2  2   2   3   4   4   4   4   4   4   4   4   4
## 1509  4  4  2  4  2  1  2  2  2   2   4   3   2   3   3   4   2   4   4   4
## 1510  2  2  2  2  2  2  4  2  4   2   2   4   4   4   4   4   2   4   4   4
## 1511  3  4  2  2  2  2  2  2  2   2   2   2   2   2   2   4   4   4   3   3
## 1512  4  3  3  4  4  2  4  2  2   2   3   3   3   3   3   4   4   4   4   4
## 1513  2  2  2  3  3  2  2  4  2   2   3   2   3   4   3   4   2   4   3   2
## 1514  3  4  2  2  4  2  2  4  2   2   4   4   4   4   4   2   4   4   4   4
## 1515  4  3  2  3  4  2  2  2  2   3   4   3   3   3   3   4   4   4   3   4
## 1516  3  4  3  2  2  1  1  1  4   2   3   1   5   4   4   5   5   5   3   1
## 1517  3  3  2  3  2  1  3  2  2   2   3   2   3   4   4   3   2   5   4   3
## 1518  4  4  2  3  2  1  2  2  1   2   3   4   4   4   3   5   4   5   3   2
## 1519  4  2  1  1  2  1  3  4  4   2   3   3   3   3   3   4   4   2   3   3
## 1520  4  4  4  2  3  4  2  5  4   4   4   4   4   4   4   4   4   5   3   4
## 1521  3  3  2  2  4  2  4  1  4   4   3   5   5   5   5   5   1   1   5   5
## 1522  4  4  2  2  3  2  2  2  1   2   3   2   4   4   3   4   2   5   2   2
## 1523  4  3  3  3  3  2  4  4  2   3   4   4   4   4   3   3   4   2   3   2
## 1524  4  4  2  4  2  2  2  2  4   4   4   4   4   4   4   4   4   4   4   4
## 1525  4  4  2  4  2  4  2  2  2   4   4   4   4   4   4   4   4   4   4   4
## 1526  4  4  2  4  2  2  2  2  2   2   3   4   4   4   4   4   4   4   2   2
## 1527  2  3  2  2  3  4  2  2  2   2   2   3   2   1   2   2   2   4   2   2
## 1528  4  4  4  3  4  3  3  4  2   4   4   4   4   5   4   4   5   3   3   3
## 1529  4  3  3  3  4  2  2  4  4   3   4   4   4   5   5   4   4   5   4   4
## 1530  2  2  2  2  2  2  2  4  4   2   2   2   4   4   2   4   4   4   2   2
## 1531  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1532  4  4  4  4  4  3  4  4  2   3   4   4   4   4   4   4   4   4   4   4
## 1533  4  2  2  2  2  4  2  2  4   2   3   3   4   4   4   4   4   4   2   3
## 1534  4  4  3  4  5  4  5  4  5   4   4   3   5   5   5   4   5   4   4   4
## 1535  4  4  3  3  3  4  5  5  5   5   4   4   4   4   4   4   4   4   3   3
## 1536  4  4  4  4  3  4  5  5  5   5   4   5   5   5   4   4   4   4   5   3
## 1537  2  3  3  3  3  3  3  3  3   2   3   3   3   3   3   3   3   3   3   3
## 1538  2  4  1  2  2  1  1  1  2   2   4   2   4   4   4   5   5   5   5   5
## 1539  4  4  3  4  4  2  2  4  2   2   4   4   4   3   3   4   3   4   3   3
## 1540  5  4  4  3  4  4  5  2  1   2   5   5   3   5   4   5   5   5   5   5
## 1541  4  3  2  3  3  2  4  3  2   1   4   3   3   4   4   3   5   4   3   3
## 1542  2  3  2  3  2  2  1  2  1   3   3   1   2   2   2   4   3   4   2   2
## 1543  5  3  4  4  3  2  4  5  2   2   5   4   5   5   5   5   5   5   3   2
## 1544  4  3  4  4  4  5  5  4  4   4   4   5   4   4   5   4   4   5   4   5
## 1545  2  3  2  2  2  4  3  2  4   3   3   3   4   3   3   3   4   4   4   4
## 1546  4  4  3  3  4  2  4  3  4   3   4   4   4   5   4   4   3   5   4   4
## 1547  3  2  4  4  4  1  2  2  2   3   4   4   4   4   4   4   4   2   3   2
## 1548  4  3  3  2  2  1  4  3  4   3   2   4   4   4   4   4   4   4   3   3
## 1549  4  4  2  4  2  2  2  2  4   3   4   5   5   5   5   4   4   4   4   4
## 1550  4  3  3  2  3  2  2  4  4   3   3   2   3   4   4   4   4   4   4   3
## 1551  4  5  5  3  4  4  5  4  5   5   5   5   5   5   5   5   5   5   5   5
## 1552  2  4  3  2  3  2  5  2  4   3   4   2   4   5   5   5   5   4   3   3
## 1553  4  3  2  4  2  2  5  2  2   2   4   2   4   2   4   2   4   2   4   3
## 1554  4  3  4  2  4  2  4  5  4   4   5   5   5   5   5   3   5   4   5   2
## 1555  4  4  4  3  2  2  3  3  3   2   4   5   5   5   5   4   2   5   5   4
## 1556  4  3  4  4  2  4  4  2  4   3   4   4   4   4   4   4   4   4   4   4
## 1557  4  3  3  3  4  4  3  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1558  4  4  3  4  4  2  3  4  4   4   2   2   1   3   4   5   2   5   5   5
## 1559  2  3  4  4  3  2  2  2  4   2   4   4   4   4   4   4   3   5   4   4
## 1560  2  1  2  2  5  3  3  5  4   2   5   5   5   5   5   3   5   4   3   3
## 1561  2  3  2  2  4  3  2  2  4   3   4   3   4   4   3   4   2   5   4   4
## 1562  3  3  2  3  2  2  3  3  4   3   4   4   4   4   4   4   5   4   4   4
## 1563  2  3  2  4  2  4  2  2  2   3   2   3   4   4   4   2   2   3   2   4
## 1564  4  2  3  3  4  4  2  4  4   3   4   4   4   5   4   4   4   4   4   4
## 1565  3  4  3  3  5  4  3  2  2   4   5   5   4   4   3   2   2   2   3   4
## 1566  2  4  2  2  2  2  2  4  1   2   2   2   4   4   4   4   5   5   5   3
## 1567  2  4  3  2  4  1  4  2  4   2   5   5   5   5   5   5   5   5   5   5
## 1568  4  4  4  4  4  3  4  3  3   2   4   4   4   4   4   4   5   4   4   4
## 1569  5  3  2  4  4  4  5  4  4   3   4   4   4   4   4   4   5   5   4   4
## 1570  4  4  3  3  4  2  4  2  4   3   4   4   4   4   3   4   3   4   3   3
## 1571  3  1  5  5  5  4  3  1  1   1   2   2   4   4   5   5   5   5   4   4
## 1572  2  4  2  3  4  4  3  2  2   1   2   2   1   2   3   3   2   4   3   2
## 1573  2  4  1  2  2  1  4  1  4   4   3   3   3   3   3   4   2   5   2   4
## 1574  3  4  2  4  3  4  4  3  2   2   3   4   4   4   4   4   4   4   5   5
## 1575  4  3  2  4  2  2  4  4  4   4   4   4   4   4   4   4   4   4   2   2
## 1576  5  4  2  4  3  4  3  4  4   4   4   4   4   5   4   4   4   4   3   4
## 1577  2  3  2  2  1  2  3  3  1   3   3   3   3   3   3   4   4   4   4   4
## 1578  4  4  4  4  4  4  4  4  4   4   4   4   4   4   4   4   4   4   4   4
## 1579  4  5  4  5  5  4  5  4  4   4   4   5   4   4   4   3   4   5   4   5
## 1580  4  5  4  4  4  5  4  5  5   4   4   4   3   4   4   4   4   3   3   4
## 1581  5  4  3  3  4  4  3  4  4   4   3   3   4   4   5   4   5   3   4   5
## 1582  2  3  5  4  5  4  4  1  1   2   4   2   3   3   4   5   5   5   3   4
## 1583  2  3  5  4  5  4  4  1  2   2   3   4   3   3   3   5   4   5   4   4
## 1584  4  4  2  3  2  2  3  3  1   3   3   4   3   3   4   4   3   4   4   4
## 1585  3  3  2  3  3  2  2  3  1   2   3   4   4   4   4   4   4   4   4   4
## 1586  3  2  1  2  2  4  4  3  4   4   4   4   3   4   5   4   4   4   4   4
## 1587  4  5  4  4  4  4  5  4  4   5   4   4   5   4   4   4   4   3   3   4
## 1588  4  3  4  3  4  4  4  2  2   2   4   4   4   5   4   4   5   3   3   3
## 1589  4  3  2  3  3  4  3  2  2   4   4   4   4   4   3   3   4   2   2   2
## 1590  3  3  2  3  2  1  2  2  1   1   1   1   2   2   4   4   4   4   5   1
## 1591  4  2  3  4  3  2  4  4  4   2   3   3   3   3   3   4   4   4   2   2
## 1592  2  3  1  1  2  2  2  2  1   3   4   4   3   2   1   2   2   1   1   2
## 1593  3  4  2  4  4  4  2  2  4   2   4   5   5   5   4   4   2   2   5   2
## 1594  2  3  2  2  1  1  4  2  1   2   2   2   2   1   3   4   1   1   1   1
## 1595  5  2  4  2  2  4  3  2  5   3   2   2   4   4   3   4   5   5   3   4
## 1596  4  3  2  4  2  1  4  4  5   2   4   5   5   5   5   5   4   4   5   4
## 1597  4  4  4  4  4  5  3  4  4   4   5   5   4   4   4   4   4   4   5   4
## 1598  3  3  2  3  4  3  4  2  1   3   4   4   4   3   4   4   2   4   4   3
## 1599  5  4  4  4  2  2  5  2  4   2   5   5   5   5   5   5   4   5   5   4
## 1600  4  4  4  4  3  2  3  2  3   5   4   4   5   5   5   5   5   4   4   4
## 1601  4  3  2  2  2  2  4  3  4   2   3   4   3   3   4   4   3   4   4   2
## 1602  4  4  4  4  4  2  4  1  4   3   4   4   4   4   4   4   2   3   4   3
## 1603  4  3  2  2  3  4  4  2  2   3   4   3   4   4   3   5   5   4   3   4
## 1604  3  2  4  4  4  5  4  2  2   2   3   2   3   3   5   4   4   4   3   4
## 1605  3  3  2  3  3  2  2  2  1   2   4   4   4   4   4   4   4   4   3   4
## 1606  4  3  4  4  3  4  2  2  2   3   3   3   2   2   3   2   4   2   2   2
## 1607  4  5  2  2  4  4  2  2  2   4   3   3   2   4   3   4   3   4   2   2
## 1608  4  5  3  4  4  4  2  4  5   3   3   4   4   3   3   5   5   5   3   2
## 1609  4  4  3  4  4  4  4  3  2   3   4   4   4   4   4   4   2   5   3   3
## 1610  2  4  4  4  4  2  3  2  2   3   3   2   2   3   2   4   3   4   3   2
## 1611  4  4  2  4  4  4  1  2  1   3   4   3   3   5   4   5   3   5   5   4
## 1612  4  3  3  2  3  4  3  2  2   3   3   4   3   4   4   3   4   3   4   3
## 1613  4  3  2  3  4  1  4  2  2   3   4   4   4   3   3   2   3   3   4   2
## 1614  5  4  4  4  4  2  4  3  1   2   3   4   4   4   4   4   3   4   3   3
## 1615  4  3  2  3  4  2  2  4  2   2   4   2   4   3   3   4   4   2   3   4
## 1616  5  3  3  3  2  2  4  4  2   2   3   2   4   5   4   3   5   4   3   2
## 1617  4  4  2  4  2  2  2  2  4   2   2   4   3   4   2   2   2   2   4   4
## 1618  4  4  3  3  3  4  4  4  2   2   4   4   4   4   4   4   4   4   4   4
## 1619  4  4  3  3  3  4  4  4  2   2   4   4   4   4   4   4   4   4   4   4
## 1620  5  3  3  3  3  4  4  4  1   1   5   4   4   4   3   4   4   4   4   4
## 1621  4  3  3  4  3  1  3  2  1   2   4   3   3   4   4   4   3   4   2   2
## 1622  3  3  3  3  3  2  3  3  3   2   4   4   3   3   5   4   4   3   3   3
## 1623  5  3  3  5  3  2  2  5  2   2   5   4   4   4   3   4   4   4   4   3
## 1624  4  3  4  3  3  2  4  4  2   3   4   4   4   4   3   4   4   4   3   4
## 1625  4  4  4  4  4  4  5  4  4   4   3   4   4   4   4   4   2   3   3   3
## 1626  4  3  3  4  2  2  4  3  2   2   3   4   4   4   3   4   4   4   3   2
## 1627  3  3  4  4  3  1  2  4  4   3   4   4   4   4   2   5   1   5   5   5
## 1628  4  2  3  4  4  1  2  4  1   2   3   4   3   2   4   2   2   3   2   2
## 1629  3  2  2  3  3  2  2  2  2   2   3   3   4   4   2   4   2   4   4   2
## 1630  4  4  4  4  4  4  2  2  2   2   3   5   5   5   3   4   3   3   3   3
## 1631  2  5  1  4  4  3  2  2  3   2   4   3   3   4   5   2   2   2   2   2
## 1632  4  4  4  4  4  3  2  2  2   1   4   3   3   4   3   2   2   2   2   2
## 1633  4  3  3  3  2  2  2  2  2   2   3   2   2   3   2   4   4   4   3   2
## 1634  3  3  2  3  3  2  2  2  2   2   3   3   3   3   3   4   4   3   3   3
## 1635  3  3  4  4  3  1  2  4  4   3   4   4   4   4   2   5   1   5   5   5
## 1636  4  3  2  2  3  4  3  2  2   3   4   4   4   4   3   4   2   4   3   3
## 1637  3  3  2  3  3  2  2  2  2   2   3   3   3   3   3   4   4   3   3   3
## 1638  3  2  2  2  1  1  5  1  1   2   3   3   3   2   2   2   2   2   3   3
## 1639  3  3  3  3  3  4  4  3  2   4   2   2   4   4   4   4   4   4   3   3
## 1640  4  5  4  4  5  4  4  2  2   4   4   4   3   4   4   5   5   5   3   5
## 1641  4  2  2  2  4  2  3  2  2   2   3   3   4   4   4   4   4   4   3   3
## 1642  4  4  1  3  3  2  4  1  2   4   4   4   3   4   5   2   5   1   2   4
## 1643  4  3  2  3  4  2  2  2  2   2   2   2   2   3   3   4   4   2   3   3
## 1644  4  4  3  4  4  4  4  4  2   3   4   4   4   4   4   4   4   4   4   2
## 1645  3  2  1  4  1  2  3  2  1   1   3   4   4   4   3   4   2   4   2   2
## 1646  3  2  2  2  2  2  2  2  2   2   2   2   4   4   2   2   2   4   4   4
## 1647  5  4  2  4  4  3  4  2  5   5   5   5   4   5   5   4   4   5   5   5
## 1648  3  3  2  3  4  4  3  4  5   3   4   4   4   5   5   4   5   5   3   3
## 1649  1  2  1  2  1  3  2  4  3   3   2   2   2   2   2   3   3   3   5   4
## 1650  3  3  3  3  3  4  3  4  3   4   1   1   2   5   2   3   3   3   3   3
## 1651  5  3  2  3  3  1  2  2  2   2   3   4   3   2   2   2   2   3   3   2
## 1652  2  2  2  3  3  4  3  2  1   3   5   4   3   2   1   3   4   2   1   5
## 1653  5  1  3  4  1  2  4  5  4   1   3   1   1   4   4   3   5   5   2   2
## 1654  3  3  2  2  2  3  3  2  4   2   3   3   2   2   2   2   4   2   2   2
## 1655  5  3  3  2  3  4  4  1  3   2   3   4   4   4   3   3   4   3   2   2
## 1656  3  2  1  1  3  5  4  3  2   1   3   5   5   3   3   4   5   5   3   4
## 1657  3  3  3  3  3  3  2  3  3   3   3   3   2   3   2   1   3   3   3   3
## 1658  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1659  5  5  3  5  2  3  2  4  2   2   3   4   3   4   3   3   2   2   5   2
## 1660  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1661  5  4  2  4  4  2  2  2  2   4   3   3   2   2   2   3   3   3   3   2
## 1662  1  1  1  1  1  1  1  1  1   1   1   2   3   4   3   3   3   3   3   3
## 1663  4  3  2  4  3  2  2  4  2   2   3   4   4   4   3   4   4   4   3   3
## 1664  3  2  4  2  4  4  2  4  4   3   4   2   2   4   3   4   4   5   4   4
## 1665  4  4  3  4  4  3  3  4  1   3   4   4   4   4   3   4   3   4   4   3
## 1666  3  2  3  2  3  4  4  5  4   2   1   4   4   2   2   5   5   4   3   2
## 1667  5  4  4  4  5  3  3  3  3   3   5   5   5   5   5   5   4   4   5   5
## 1668  4  4  4  4  4  3  4  4  4   4   4   3   3   3   3   3   4   3   4   4
## 1669  4  4  4  4  4  5  4  4  5   5   5   5   5   5   5   4   4   5   5   5
## 1670  4  4  4  2  4  4  4  2  4   4   4   4   4   4   4   3   3   2   4   3
## 1671  5  5  3  5  2  3  2  4  2   2   3   4   3   4   3   3   2   2   5   2
## 1672  4  4  3  3  2  2  4  3  4   2   3   2   3   2   4   3   2   2   2   2
## 1673  4  4  3  3  2  2  4  3  4   2   3   2   3   2   4   3   2   2   2   2
## 1674  2  2  2  2  3  2  2  2  2   2   3   3   4   4   4   4   3   4   4   3
## 1675  3  4  4  2  5  3  4  3  2   4   4   3   3   5   4   4   2   3   3   3
## 1676  5  5  4  4  5  4  4  2  2   4   4   4   4   4   4   4   4   4   4   4
## 1677  4  4  4  4  4  3  3  3  1   2   3   3   3   3   3   3   3   4   3   2
## 1678  4  2  1  1  2  1  2  5  2   1   4   4   3   4   4   3   2   4   2   3
## 1679  4  2  2  2  2  2  4  4  2   3   5   5   5   5   5   5   4   5   4   4
## 1680  5  5  5  5  5  5  5  1  5   5   5   5   5   5   5   5   5   5   5   5
## 1681  5  5  4  3  4  5  5  3  3   3   4   4   4   4   4   5   2   4   4   4
## 1682  4  3  3  2  4  3  3  2  2   2   4   4   4   4   4   4   2   2   3   3
## 1683  4  3  5  5  3  3  5  4  4   3   5   5   4   3   5   3   3   3   2   2
## 1684  3  5  2  3  2  1  1  1  1   2   4   4   3   4   5   2   3   3   2   1
## 1685  4  4  4  4  2  4  2  2  2   2   3   3   2   3   3   2   3   4   2   2
## 1686  2  2  2  2  2  4  5  4  4   3   4   3   3   3   4   4   2   4   3   4
## 1687  3  3  3  3  3  3  3  3  3   3   4   3   3   4   3   5   3   3   3   3
## 1688  5  3  3  3  4  4  2  3  2   3   4   4   4   4   4   3   4   4   3   3
## 1689  4  4  3  4  4  4  4  4  2   3   4   3   4   4   4   4   3   4   3   3
## 1690  4  4  3  3  2  2  4  3  4   2   3   2   3   2   4   3   2   2   2   2
## 1691  5  2  4  4  3  3  4  4  4   3   5   5   5   4   4   2   4   4   4   2
## 1692  3  4  3  3  3  3  3  4  4   4   4   3   3   3   3   3   3   4   3   2
## 1693  4  3  2  4  4  4  4  2  4   3   4   3   4   5   4   4   4   4   3   2
## 1694  4  3  2  2  2  2  3  4  2   2   2   2   2   3   2   4   4   4   4   3
## 1695  4  3  2  3  2  4  2  2  2   3   4   4   4   4   4   4   4   4   3   3
## 1696  4  3  2  3  3  2  4  4  4   3   2   1   3   2   2   2   3   2   3   1
## 1697  5  4  3  3  4  3  2  2  2   3   4   4   4   4   4   4   4   4   4   3
## 1698  2  2  2  3  3  3  3  3  4   3   3   4   3   3   4   4   3   3   4   3
## 1699  3  3  2  3  3  4  5  3  2   3   4   3   3   3   3   3   3   3   3   3
## 1700  4  3  2  4  4  2  2  2  2   2   4   4   4   4   4   3   2   4   2   2
## 1701  4  2  2  5  3  4  5  2  2   1   4   4   3   4   2   3   5   5   1   3
## 1702  2  2  2  2  2  4  5  4  4   3   4   3   3   3   4   4   2   4   3   4
## 1703  4  4  4  4  4  4  4  4  5   3   3   5   3   3   3   3   3   3   3   2
## 1704  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1705  5  5  3  5  2  3  2  4  2   2   3   4   3   4   3   3   2   2   5   2
## 1706  5  5  3  5  2  3  2  4  2   2   3   4   3   4   3   3   2   2   5   2
## 1707  4  4  3  2  1  4  3  4  2   4   3   4   4   4   3   4   4   5   4   4
## 1708  3  3  4  3  3  4  4  2  3   3   4   2   3   3   3   4   4   2   3   3
## 1709  5  4  4  3  5  3  3  3  2   2   3   3   3   4   3   4   4   4   3   3
## 1710  4  3  2  2  3  2  4  3  2   3   3   3   3   4   4   4   3   3   3   2
## 1711  3  2  3  3  4  2  2  4  2   4   4   3   3   4   4   4   4   4   3   3
## 1712  3  3  3  2  2  2  3  4  3   3   4   3   3   4   4   4   4   4   3   3
## 1713  3  2  2  2  2  3  3  4  4   3   5   5   5   4   3   2   2   4   2   3
## 1714  3  4  4  3  4  4  3  4  4   5   5   4   4   4   5   4   3   3   4   5
## 1715  5  5  5  4  4  4  4  2  5   3   4   4   4   4   4   4   5   4   2   3
## 1716  4  4  4  4  4  4  4  2  2   2   3   4   4   4   4   4   4   4   3   5
## 1717  4  4  4  4  4  3  4  4  2   3   4   4   4   4   4   3   4   4   2   2
## 1718  3  3  2  4  4  4  2  1  3   2   3   4   4   4   4   4   2   4   4   2
## 1719  4  3  2  2  2  3  4  3  2   3   4   4   4   5   4   3   3   4   3   2
## 1720  4  5  4  2  3  2  4  2  5   4   4   3   3   3   4   3   2   3   4   3
## 1721  4  4  3  3  3  2  3  2  2   2   4   3   4   5   4   4   3   4   3   3
## 1722  5  4  4  4  5  3  4  2  3   3   4   4   4   5   4   3   2   4   3   3
## 1723  4  2  3  4  4  4  2  3  4   3   4   4   5   5   4   3   4   4   4   4
## 1724  1  1  1  1  5  5  3  1  1   1   1   5   3   1   5   5   1   4   1   3
## 1725  4  4  3  4  2  4  2  4  4   1   2   2   2   5   4   5   2   4   3   2
## 1726  5  5  4  4  5  5  3  5  5   5   4   5   4   3   5   4   4   2   3   3
## 1727  3  2  2  2  2  2  2  2  3   2   2   2   2   3   3   3   2   4   2   2
## 1728  4  3  5  4  3  3  3  3  1   3   3   3   3   3   3   4   5   2   3   3
## 1729  3  4  3  2  3  2  3  3  2   2   3   3   3   4   3   3   3   4   3   3
## 1730  4  4  4  3  4  4  5  4  5   3   4   4   4   3   3   4   4   4   4   3
## 1731  4  5  5  5  4  4  4  4  4   3   4   3   3   3   3   4   5   5   3   5
## 1732  4  4  4  4  4  4  2  4  4   3   3   4   2   4   2   1   3   3   3   3
## 1733  3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   4   3   3   4
## 1734  4  4  4  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1735  4  4  2  2  4  2  4  4  1   2   3   2   4   4   3   4   3   4   4   3
## 1736  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1737  4  3  3  4  3  2  4  4  2   2   4   4   5   3   3   4   5   5   5   3
## 1738  3  4  3  4  4  4  4  4  4   3   4   4   4   4   4   4   4   4   4   4
## 1739  4  4  5  3  3  4  4  4  4   3   4   5   5   5   5   5   5   5   5   5
## 1740  4  4  4  4  4  1  2  4  5   3   3   4   4   4   5   4   3   5   5   4
## 1741  3  4  3  3  3  3  4  4  4   4   3   3   4   3   3   3   3   3   3   2
## 1742  4  4  2  2  2  1  4  3  4   2   3   3   3   3   3   4   4   4   4   4
## 1743  3  3  3  2  3  3  3  4  4   4   3   4   4   4   4   4   4   5   5   3
## 1744  4  3  4  2  4  2  4  4  4   4   4   4   4   4   4   4   2   2   4   5
## 1745  4  3  3  3  2  2  4  3  2   2   4   4   4   4   4   3   4   3   3   2
## 1746  3  1  4  4  2  4  3  2  1   1   3   4   3   2   3   3   4   4   2   3
## 1747  4  3  3  3  2  1  3  3  4   2   3   3   3   4   4   4   3   4   3   3
## 1748  3  3  3  2  3  3  3  4  4   3   3   3   3   3   3   4   3   5   3   3
## 1749  4  1  3  4  4  2  2  3  2   1   3   3   4   3   3   3   3   5   3   4
## 1750  4  4  4  3  3  3  3  3  3   3   3   4   4   4   4   4   4   4   4   4
## 1751  3  4  4  4  4  4  4  4  3   3   4   4   4   4   3   4   4   3   4   3
## 1752  5  4  5  4  4  4  4  4  4   4   4   5   5   5   4   4   3   3   3   5
## 1753  4  5  5  5  5  4  4  4  4   5   4   4   5   4   4   3   5   5   5   5
## 1754  5  5  5  5  5  5  5  5  5   5   5   5   5   5   5   5   5   5   5   3
## 1755  4  4  4  4  4  5  5  5  4   5   4   4   5   4   4   4   4   4   4   4
## 1756  5  4  3  3  4  3  4  2  2   3   3   3   3   3   4   3   3   4   3   3
## 1757  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1758  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1759  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1760  4  4  3  3  2  2  4  3  4   2   3   2   3   2   4   3   2   2   2   2
## 1761  4  3  3  4  2  2  4  4  2   2   4   4   3   4   3   5   3   5   4   4
## 1762  5  5  5  4  5  4  5  5  5   5   4   5   5   4   4   4   4   5   3   2
## 1763  3  3  3  2  2  2  3  2  4   2   2   4   3   4   3   3   2   4   4   4
## 1764  5  5  4  3  3  2  4  4  3   3   5   4   4   5   4   5   5   5   4   3
## 1765  3  3  1  2  4  1  1  3  1   1   3   3   3   3   1   3   2   3   2   2
## 1766  3  3  1  2  4  1  1  3  1   1   3   3   3   3   1   3   2   3   2   2
## 1767  4  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   2
## 1768  4  4  3  4  4  4  4  5  5   4   4   4   5   5   3   5   2   3   5   3
## 1769  3  3  2  2  1  1  2  4  4   3   3   2   3   4   2   3   4   4   2   3
## 1770  4  4  3  2  3  3  4  3  4   2   3   4   4   3   5   4   4   4   2   3
## 1771  4  4  5  5  5  3  3  4  4   4   5   5   4   5   5   4   3   4   3   4
## 1772  4  4  4  2  4  5  4  2  4   5   5   5   5   5   5   5   5   5   4   3
## 1773  2  4  3  2  3  2  4  2  4   3   4   4   3   3   3   4   4   4   4   3
## 1774  4  2  2  4  2  4  2  4  3   2   3   2   3   3   3   4   3   4   3   4
## 1775  4  5  5  5  5  4  5  4  5   4   5   5   5   5   5   4   3   5   5   5
## 1776  4  3  3  2  2  2  3  4  2   2   3   2   2   3   3   4   5   4   3   4
## 1777  5  4  3  4  5  4  5  5  3   5   4   5   4   4   4   4   5   5   2   4
## 1778  3  4  4  4  4  2  4  2  3   4   4   4   5   4   4   5   5   4   4   3
## 1779  4  3  2  4  2  1  4  3  1   1   4   5   4   4   4   3   3   3   3   2
## 1780  5  2  3  3  2  3  4  3  4   3   3   3   3   3   3   3   2   3   2   2
## 1781  5  4  3  2  5  5  5  2  5   4   5   5   5   5   5   4   4   5   5   5
## 1782  5  4  3  3  2  4  3  3  2   3   3   3   2   4   3   3   5   4   2   2
## 1783  4  4  4  3  4  5  5  4  2   3   4   5   3   5   5   5   4   5   3   4
## 1784  3  2  3  2  3  4  3  2  2   2   3   4   4   5   5   4   4   5   3   3
## 1785  5  5  5  5  5  2  5  5  3   3   5   5   5   5   5   4   3   4   4   3
## 1786  4  5  4  4  4  3  3  4  4   4   4   4   4   5   5   4   3   3   4   3
## 1787  3  3  3  3  3  3  3  3  3   3   4   3   3   3   3   3   4   3   3   4
## 1788  4  4  4  4  4  4  4  4  4   4   3   4   4   4   4   4   4   4   4   4
## 1789  4  4  4  4  4  4  4  5  4   4   4   4   4   4   4   4   5   4   4   4
## 1790  3  2  1  2  2  2  3  4  4   2   2   3   4   3   4   4   3   4   1   3
## 1791  4  2  4  3  4  2  4  2  2   3   4   4   3   5   4   4   5   4   4   3
## 1792  2  3  2  3  4  2  2  2  2   3   4   3   3   4   4   3   3   3   3   3
## 1793  3  2  3  3  2  4  2  2  2   3   4   4   4   4   4   5   4   4   3   3
## 1794  4  3  4  4  5  5  4  3  4   5   5   5   5   5   4   5   4   5   4   4
## 1795  4  3  2  2  4  4  4  4  4   3   4   3   4   4   5   5   5   5   2   2
## 1796  3  2  2  3  4  4  3  1  1   2   4   4   3   4   4   4   3   4   4   3
## 1797  4  5  4  4  3  2  3  2  2   3   4   4   4   4   4   4   5   5   3   4
## 1798  4  4  4  4  4  2  4  4  4   2   5   5   5   5   5   5   5   5   4   4
## 1799  4  3  3  4  4  2  4  4  4   3   4   4   3   4   3   3   4   4   3   2
## 1800  3  4  2  2  1  2  2  2  4   3   2   1   2   2   4   5   5   5   4   3
## 1801  4  3  4  4  4  4  4  4  2   2   4   4   4   4   4   4   4   3   3   3
## 1802  4  4  4  4  4  2  4  4  2   3   5   5   4   5   5   4   3   4   4   4
## 1803  4  3  4  4  4  4  4  4  2   2   4   4   4   4   4   4   4   3   3   3
## 1804  4  4  4  4  4  2  4  4  2   3   5   5   4   5   5   4   3   4   4   4
## 1805  5  5  3  5  2  4  2  2  3   4   4   4   4   4   5   5   5   5   5   4
## 1806  5  4  5  4  3  4  4  4  4   3   4   4   4   2   2   4   5   4   4   3
## 1807  4  4  3  3  3  2  4  4  2   2   4   4   4   4   3   3   4   5   4   3
## 1808  4  2  2  2  2  2  2  2  2   2   2   4   4   2   2   4   4   4   2   4
## 1809  4  4  3  4  4  4  2  4  3   3   4   4   4   4   4   3   3   4   3   2
## 1810  4  4  4  4  4  4  3  4  2   3   3   2   2   4   4   4   2   2   2   3
## 1811  2  2  3  2  4  2  3  2  4   4   4   4   4   4   3   4   2   2   3   2
## 1812  3  1  3  4  3  1  2  3  1   3   4   4   3   5   3   4   5   5   4   5
## 1813  5  4  4  5  5  3  5  4  2   3   4   4   4   5   4   3   4   4   4   3
## 1814  4  3  2  3  3  1  3  2  2   2   4   4   3   3   3   3   3   3   3   3
## 1815  3  2  1  2  2  2  3  3  1   2   2   2   2   2   2   3   4   4   3   3
## 1816  3  5  2  2  4  5  2  1  1   3   4   4   4   4   4   4   3   3   3   1
## 1817  3  1  1  1  1  1  1  1  1   1   2   3   2   3   2   3   3   3   2   2
## 1818  4  4  3  4  3  4  3  3  2   3   4   3   3   4   3   5   5   4   3   4
## 1819  5  5  3  4  4  4  5  2  3   3   4   4   4   4   4   4   3   3   3   3
## 1820  3  2  2  1  2  1  1  1  1   2   3   2   3   3   3   2   1   5   4   3
## 1821  5  2  3  3  2  1  2  3  1   2   3   3   4   4   4   4   3   5   3   4
## 1822  5  5  2  4  1  1  1  1  1   1   3   3   2   3   1   4   1   5   1   2
## 1823  5  4  4  4  4  3  3  2  4   3   3   3   4   3   3   3   4   4   3   4
## 1824  5  5  5  5  5  5  5  5  4   3   5   5   5   5   5   5   3   3   3   3
## 1825  3  3  3  3  3  3  3  3  3   3   3   3   3   3   3   3   3   3   3   3
## 1826  3  5  3  5  4  3  3  3  3   4   4   5   5   5   3   3   3   4   2   3
## 1827  5  2  3  4  3  4  2  2  2   2   3   4   2   2   2   1   2   2   2   3
## 1828  4  3  2  3  3  2  2  4  2   4   4   3   5   4   4   3   4   5   4   5
## 1829  3  3  2  3  2  4  4  3  2   2   3   4   3   2   4   3   4   2   3   2
## 1830  4  3  4  2  2  4  4  4  2   2   4   4   4   3   4   4   3   3   4   3
## 1831  5  3  2  2  2  2  4  2  1   2   3   2   2   4   3   4   4   5   3   3
## 1832  2  2  2  2  3  1  2  2  3   3   4   3   4   5   4   5   4   5   4   3
## 1833  4  2  4  4  3  2  2  4  1   2   2   2   2   2   2   4   4   4   4   2
## 1834  4  3  2  3  4  2  2  4  3   2   4   3   2   4   2   3   5   4   3   2
## 1835  4  3  2  3  4  2  2  4  2   2   4   3   4   4   4   2   4   4   2   2
## 1836  3  2  1  3  1  1  1  1  5   2   4   4   4   4   4   4   4   4   4   4
## 1837  4  3  1  2  2  1  4  4  1   2   3   4   4   4   4   5   4   5   4   4
## 1838  1  3  2  2  2  2  2  2  4   2   2   2   2   2   1   2   4   4   3   4
## 1839  4  3  4  4  4  3  2  1  2   3   4   4   4   4   4   4   5   5   2   3
## 1840  4  4  3  2  4  2  4  4  2   3   4   4   3   3   3   4   4   4   4   4
## 1841  4  3  2  4  4  2  2  2  2   3   2   4   4   2   2   4   4   4   3   3
## 1842  3  4  2  1  4  4  3  4  3   3   4   4   4   4   4   4   3   3   3   3
## 1843  3  2  2  4  4  2  2  4  4   2   4   4   4   4   4   4   4   4   3   4
## 1844  5  4  4  3  4  1  4  3  2   3   4   4   4   4   3   5   5   5   5   3
## 1845  3  4  4  3  2  2  2  1  4   2   4   3   4   4   3   2   4   4   3   2
## 1846  4  4  3  2  4  2  4  5  4   3   3   4   3   4   4   4   5   5   3   4
## 1847  4  3  3  2  2  5  4  2  1   2   2   3   4   2   2   2   1   4   2   2
## 1848  4  4  3  4  3  2  2  2  2   2   3   3   2   3   3   4   4   4   4   3
## 1849  4  4  5  5  5  5  4  4  4   4   5   5   4   5   5   5   5   4   5   4
## 1850  4  4  3  2  4  2  4  2  1   2   4   3   4   4   4   3   5   3   3   3
## 1851  4  3  2  3  3  4  2  4  2   3   4   4   4   3   3   4   2   4   3   3
## 1852  4  4  4  3  3  3  4  4  3   3   4   4   4   4   4   4   4   4   3   4
## 1853  3  3  3  2  3  2  2  1  1   2   4   4   4   3   3   3   3   3   2   4
## 1854  4  2  3  3  4  3  5  2  2   3   4   4   3   5   3   5   3   4   3   4
## 1855  5  3  2  3  3  2  2  4  1   2   4   5   3   4   3   4   4   5   3   4
## 1856  3  4  2  2  2  1  3  3  3   2   4   4   4   4   4   4   4   4   3   2
## 1857  2  2  2  2  2  3  2  2  2   3   3   3   3   3   3   3   2   2   2   3
## 1858  3  3  3  3  3  3  4  3  3   3   3   4   3   3   3   3   3   3   3   3
## 1859  4  2  2  2  1  3  3  4  4   1   4   5   2   4   4   5   4   5   3   3
## 1860  3  3  3  3  2  3  3  4  3   3   3   2   2   2   2   2   3   2   2   3
## 1861  4  4  3  2  3  2  4  2  4   2   4   5   4   4   4   4   5   4   3   3
## 1862  4  3  2  3  2  2  2  1  3   2   5   5   5   5   5   3   2   2   4   2
## 1863  1  2  2  2  2  1  1  1  1   1   1   3   2   3   3   3   3   3   3   2
## 1864  4  4  2  4  4  2  4  4  4   3   3   4   4   4   4   2   4   4   3   2
## 1865  4  4  4  4  4  4  4  4  5   4   4   4   4   5   4   4   4   5   4   4
## 1866  2  2  2  2  2  2  4  2  5   2   5   5   5   5   5   5   5   5   5   5
## 1867  4  3  3  2  3  2  3  3  4   3   3   5   4   4   4   4   4   4   5   4
## 1868  4  4  3  3  3  2  4  3  2   2   4   3   3   4   3   4   4   5   4   4
## 1869  5  5  5  3  5  5  5  1  5   3   2   3   3   3   3   3   4   1   3   3
## 1870  4  3  2  2  4  3  4  4  4   3   4   4   4   4   4   4   3   3   2   3
## 1871  5  5  4  5  5  5  4  2  4   4   4   4   4   4   4   4   4   5   3   4
## 1872  4  4  4  3  3  4  4  4  4   3   4   4   4   4   4   4   2   2   4   2
## 1873  2  3  4  3  2  2  2  4  4   2   4   4   4   4   4   2   5   1   4   2
## 1874  3  3  2  2  3  2  2  2  4   2   4   4   4   4   4   4   4   4   4   4
## 1875  3  2  1  2  2  1  2  1  2   2   3   3   4   4   4   4   2   5   4   5
## 1876  3  3  3  3  4  3  5  2  4   4   4   5   4   5   4   5   5   5   5   4
## 1877  4  3  2  2  3  2  1  1  2   3   4   4   4   2   2   4   3   5   2   1
## 1878  3  2  2  2  1  4  3  2  1   1   5   5   5   2   2   3   4   4   3   4
## 1879  4  5  4  4  4  4  3  4  3   3   4   4   4   4   4   4   4   3   4   3
## 1880  4  4  2  3  4  4  5  4  4   2   4   4   4   4   4   4   4   4   4   2
## 1881  5  5  4  4  4  4  4  2  4   2   4   4   4   4   5   4   4   4   4   4
## 1882  5  3  2  3  4  3  5  4  2   3   4   4   4   4   4   4   4   3   3   3
## 1883  4  4  4  4  5  5  5  5  5   5   4   5   5   5   4   4   4   5   5   5
## 1884  4  4  3  3  4  1  2  2  1   3   4   4   3   4   4   4   2   5   4   4
## 1885  3  3  3  3  3  4  4  3  4   4   5   5   5   5   4   4   4   4   4   4
## 1886  2  2  1  2  2  2  1  1  1   2   2   3   3   3   4   4   5   4   3   4
## 1887  5  5  5  5  5  4  5  1  1   5   5   5   5   5   5   3   1   3   3   3
## 1888  4  4  2  2  4  4  3  4  2   2   4   4   4   4   4   4   4   3   4   4
## 1889  5  5  5  5  5  5  5  5  4   4   5   5   5   5   5   5   5   5   5   5
## 1890  4  3  3  2  2  1  2  4  4   1   3   3   5   3   3   3   3   3   3   3
## 1891  3  2  2  2  2  2  3  3  4   3   4   3   3   5   3   3   3   5   4   2
## 1892  3  5  3  3  4  2  2  2  4   2   3   4   4   3   4   3   4   4   3   4
## 1893  3  4  3  2  3  4  2  2  2   2   4   4   3   2   2   3   4   3   2   3
## 1894  5  4  4  4  4  4  4  3  2   3   4   4   4   4   5   4   3   3   3   3
## 1895  2  4  1  2  2  1  1  4  2   1   1   3   3   2   3   1   4   2   2   2
## 1896  4  4  4  3  4  2  4  3  4   3   4   5   5   5   5   5   3   5   3   5
## 1897  2  4  1  2  2  1  1  4  2   1   1   3   3   2   3   1   4   2   2   2
## 1898  5  5  4  5  5  5  3  1  4   3   1   4   4   3   5   3   3   3   3   4
## 1899  1  3  1  1  1  3  1  1  2   2   1   3   1   1   1   3   3   2   2   2
## 1900  4  3  4  4  4  4  5  5  2   4   4   4   4   4   3   4   4   4   3   3
## 1901  4  4  3  4  4  4  5  5  4   4   4   4   4   4   4   5   4   5   4   4
## 1902  4  4  2  4  4  2  4  2  4   2   4   4   4   4   3   3   2   4   2   4
## 1903  4  4  4  4  3  2  4  3  4   4   5   2   4   5   5   5   5   5   5   5
## 1904  5  5  5  4  4  4  4  4  5   4   4   4   4   4   4   3   2   4   3   3
## 1905  5  5  4  5  4  4  3  3  2   2   5   5   4   4   4   3   4   3   2   2
## 1906  4  4  4  4  4  4  4  4  4   4   4   4   4   5   4   4   4   5   4   4
## 1907  4  2  3  4  3  4  2  2  2   2   3   2   2   3   3   2   4   4   2   3
## 1908  4  2  1  2  2  4  5  2  2   2   3   3   2   4   3   4   4   4   2   2
## 1909  4  4  3  4  4  4  3  3  2   3   4   3   4   3   4   4   3   3   3   4
## 1910  3  4  2  2  2  4  2  1  4   3   2   2   2   3   3   4   3   4   2   4
## 1911  4  4  3  4  4  4  3  4  3   4   4   3   3   4   2   4   3   3   3   4
## 1912  4  4  3  3  3  2  4  4  4   3   3   4   4   4   2   4   2   4   4   3
## 1913  4  4  3  3  4  4  4  3  4   3   4   4   4   4   4   4   3   3   3   3
## 1914  4  3  2  4  3  4  4  4  2   2   3   3   2   3   3   4   2   4   4   3
## 1915  2  3  2  3  2  2  4  3  2   2   3   4   4   4   4   4   3   4   3   2
## 1916  4  3  2  1  2  1  1  2  1   4   2   3   3   4   4   5   4   4   1   4
## 1917  4  4  4  4  4  4  4  2  4   3   4   4   4   4   4   3   4   4   4   2
## 1918  4  4  2  3  4  2  3  2  2   2   3   2   2   3   3   3   4   4   3   3
## 1919  3  3  4  3  3  3  3  4  3   4   4   3   4   4   3   4   4   2   2   2
## 1920  4  4  3  4  4  2  2  3  4   2   2   4   3   4   4   3   4   4   3   4
## 1921  2  2  2  1  2  2  2  2  2   2   1   3   2   1   3   2   2   2   2   2
## 1922  3  2  2  2  3  1  1  1  1   1   3   3   3   4   4   4   4   5   2   2
## 1923  5  4  4  4  4  2  2  2  2   3   3   4   3   4   3   3   3   4   4   4
## 1924  4  4  4  2  2  4  2  4  4   3   3   2   3   4   3   4   4   4   3   4
## 1925  3  3  1  1  2  1  1  1  1   1   4   4   3   2   2   3   4   4   3   2
##      Gender EDU  BF  BM Happiness Peace
## 1         0   1 3.4 3.2       4.0   4.0
## 2         0   1 4.0 3.4       4.0   2.8
## 3         0   2 3.6 3.6       3.8   3.8
## 4         0   1 4.2 4.0       4.0   4.0
## 5         0   2 4.0 3.6       4.0   4.0
## 6         0   1 4.0 4.0       4.0   4.0
## 7         0   1 3.6 4.6       4.8   3.8
## 8         0   1 3.6 4.6       4.4   2.4
## 9         1   4 3.6 2.2       3.8   4.0
## 10        0   3 3.2 3.2       4.0   3.2
## 11        0   2 4.0 3.2       4.0   4.0
## 12        0   1 3.2 3.6       3.4   3.9
## 13        0   1 4.0 3.8       2.8   3.2
## 14        1   3 3.2 3.6       3.8   3.2
## 15        1   3 4.0 3.4       4.0   4.1
## 16        1   2 4.0 4.8       4.0   4.6
## 17        0   1 3.6 3.2       5.0   4.2
## 18        1   1 3.2 2.8       3.9   4.0
## 19        0   1 2.2 2.6       3.8   3.0
## 20        0   4 3.0 3.8       3.5   3.8
## 21        1   3 3.2 3.4       3.4   3.2
## 22        1   2 1.8 2.8       3.2   3.6
## 23        0   1 5.0 5.0       4.8   4.2
## 24        1   2 3.8 3.4       3.2   3.2
## 25        0   2 4.0 4.8       5.0   3.6
## 26        0   3 4.2 3.4       2.4   3.2
## 27        0   1 3.6 4.0       3.0   3.8
## 28        0   1 2.6 3.4       4.0   3.2
## 29        1   2 4.4 3.8       4.2   4.0
## 30        1   1 3.2 3.2       2.4   3.0
## 31        0   1 3.8 4.0       3.6   4.2
## 32        0   1 3.8 3.4       3.4   4.6
## 33        0   1 4.0 3.6       4.0   4.2
## 34        1   1 4.0 3.6       3.4   3.2
## 35        1   1 4.0 3.0       2.6   3.2
## 36        0   1 3.8 4.2       2.8   4.4
## 37        0   1 3.8 4.2       3.6   4.2
## 38        0   1 3.8 4.0       3.6   4.0
## 39        1   3 4.0 3.6       2.4   3.6
## 40        1   3 4.0 4.0       3.8   3.0
## 41        0   1 3.8 3.2       4.2   4.0
## 42        1   2 4.0 4.0       2.8   3.2
## 43        1   2 4.0 4.2       4.6   3.2
## 44        0   1 2.0 2.0       2.0   2.0
## 45        0   1 4.0 4.0       4.0   4.0
## 46        0   2 3.8 3.4       4.0   3.8
## 47        1   3 3.6 3.6       2.0   3.8
## 48        0   1 1.4 1.0       1.6   2.0
## 49        0   1 3.2 3.0       3.6   3.0
## 50        0   1 3.0 2.8       3.2   3.0
## 51        0   1 3.4 3.6       4.0   4.0
## 52        0   1 3.4 3.2       3.6   3.6
## 53        0   2 3.6 3.6       3.1   3.2
## 54        0   1 3.0 2.8       4.6   4.0
## 55        1   2 2.2 4.0       4.0   4.0
## 56        0   1 3.0 3.0       4.0   3.8
## 57        0   1 3.6 3.6       4.2   3.6
## 58        0   1 3.6 3.6       4.2   3.4
## 59        0   1 3.6 3.6       4.0   3.6
## 60        0   1 3.6 3.6       4.0   4.0
## 61        0   1 4.0 3.4       4.0   3.6
## 62        0   1 4.0 3.4       4.0   4.0
## 63        0   1 4.0 3.6       3.6   4.0
## 64        0   1 3.2 3.0       4.0   3.8
## 65        0   1 3.4 3.2       3.6   3.8
## 66        0   2 3.8 3.2       3.4   3.6
## 67        1   4 3.4 3.6       4.0   4.0
## 68        1   4 4.4 4.0       4.6   4.0
## 69        1   3 4.0 3.4       3.2   2.4
## 70        0   1 2.4 2.6       3.6   4.0
## 71        1   3 4.0 3.8       3.8   4.0
## 72        1   3 4.0 4.0       4.0   4.0
## 73        1   3 3.8 3.4       3.0   3.6
## 74        0   1 3.6 2.8       2.8   3.7
## 75        0   3 3.4 3.2       4.0   3.8
## 76        1   1 3.2 3.4       3.6   3.6
## 77        0   2 3.2 2.4       4.0   3.6
## 78        1   3 2.8 3.2       2.6   3.4
## 79        0   2 1.6 2.0       1.8   2.3
## 80        0   1 3.4 4.0       4.0   4.0
## 81        0   1 1.8 2.4       3.2   3.6
## 82        0   1 2.4 2.0       3.2   3.2
## 83        0   2 3.2 3.6       4.0   3.8
## 84        0   2 5.0 4.0       5.0   5.0
## 85        0   1 2.2 4.0       4.0   3.4
## 86        0   2 4.0 3.2       3.2   3.2
## 87        1   3 4.0 4.0       4.0   4.0
## 88        1   3 2.0 3.4       3.6   3.8
## 89        0   2 4.0 3.4       3.4   4.0
## 90        1   3 3.8 2.8       3.6   3.2
## 91        1   1 2.4 3.7       2.9   2.6
## 92        0   1 3.4 2.4       3.2   3.2
## 93        1   3 4.0 4.0       4.0   4.0
## 94        0   1 4.2 4.2       4.2   4.2
## 95        0   1 3.6 4.0       4.0   4.4
## 96        0   1 2.0 2.0       3.6   4.2
## 97        1   1 4.0 4.0       3.8   4.0
## 98        1   1 4.4 3.2       2.8   4.4
## 99        1   1 4.0 3.2       4.0   4.6
## 100       0   1 3.6 3.8       5.0   3.8
## 101       1   2 4.0 4.0       3.6   3.8
## 102       0   1 2.6 3.6       3.0   3.8
## 103       0   1 3.8 4.0       4.0   3.6
## 104       1   1 3.0 2.8       3.4   4.0
## 105       1   3 4.0 3.8       3.9   3.8
## 106       1   3 3.8 3.8       4.2   4.2
## 107       0   1 1.8 2.2       2.0   4.0
## 108       0   1 2.6 3.6       4.0   4.0
## 109       1   1 3.2 2.8       2.0   4.2
## 110       0   1 3.2 3.2       3.2   3.8
## 111       1   1 3.4 4.0       4.0   4.0
## 112       0   1 2.4 3.8       3.0   4.4
## 113       0   1 2.6 2.0       2.0   3.6
## 114       0   1 3.8 3.0       4.0   3.4
## 115       0   1 2.9 3.0       3.5   3.6
## 116       1   1 3.8 3.8       4.2   5.0
## 117       0   1 3.6 4.2       3.0   4.2
## 118       0   1 1.6 1.0       4.0   4.0
## 119       1   2 4.0 3.4       4.6   4.0
## 120       1   3 4.0 3.4       4.0   4.0
## 121       0   1 2.2 1.8       2.4   4.0
## 122       1   2 5.0 4.4       5.0   5.0
## 123       0   1 3.2 2.8       3.2   3.4
## 124       1   1 4.0 3.8       3.6   5.0
## 125       1   4 3.6 3.0       3.8   3.8
## 126       1   1 2.4 3.2       3.6   4.0
## 127       0   1 4.0 3.8       3.8   4.4
## 128       0   1 2.8 3.8       4.0   4.0
## 129       0   1 2.6 2.4       3.6   4.4
## 130       0   1 2.0 2.6       3.6   4.0
## 131       0   1 4.0 2.2       4.2   5.0
## 132       1   2 2.8 3.8       3.6   4.6
## 133       0   1 3.4 3.4       5.0   5.0
## 134       0   1 4.4 4.2       4.2   4.2
## 135       0   3 3.6 2.8       3.8   3.6
## 136       0   1 3.6 3.6       3.4   3.6
## 137       0   1 4.4 4.6       3.8   3.0
## 138       0   1 3.6 3.0       3.1   3.2
## 139       0   2 3.0 4.0       4.2   2.4
## 140       0   1 1.6 2.2       2.0   2.6
## 141       0   1 3.6 3.2       3.8   3.5
## 142       0   1 3.2 3.4       3.8   4.0
## 143       1   1 2.4 3.0       3.4   3.8
## 144       1   3 2.2 3.2       2.8   3.0
## 145       0   1 2.6 3.0       3.8   3.8
## 146       0   4 4.8 4.6       4.6   4.0
## 147       0   1 3.2 3.4       3.8   4.0
## 148       0   2 1.8 2.8       3.2   3.8
## 149       0   1 2.4 3.2       3.2   3.6
## 150       1   3 4.0 5.0       5.0   4.6
## 151       1   2 4.0 4.0       4.0   3.2
## 152       0   4 2.0 2.6       2.0   2.4
## 153       0   1 3.6 3.6       4.0   3.6
## 154       0   2 2.6 2.4       4.0   3.0
## 155       1   2 3.4 3.6       4.0   4.0
## 156       0   2 3.6 3.8       3.8   4.0
## 157       1   4 3.6 3.6       2.8   4.0
## 158       0   1 3.6 4.0       4.8   4.0
## 159       0   1 4.0 4.0       4.8   4.0
## 160       0   1 4.0 3.4       4.8   4.0
## 161       0   2 4.2 4.0       2.6   3.2
## 162       0   3 3.0 3.4       4.0   3.2
## 163       0   1 2.6 2.8       3.6   4.0
## 164       0   1 2.6 2.2       2.4   3.8
## 165       0   1 4.0 3.8       4.2   4.4
## 166       1   1 2.0 1.2       2.2   3.0
## 167       1   1 3.8 3.2       3.8   3.4
## 168       0   1 2.8 3.4       3.4   4.0
## 169       1   1 3.6 3.0       3.8   3.6
## 170       0   1 4.0 3.4       3.4   3.0
## 171       0   1 4.0 3.6       4.0   4.0
## 172       0   1 3.6 3.8       4.0   4.4
## 173       1   1 4.0 3.0       4.0   4.0
## 174       0   1 4.4 5.0       4.6   3.8
## 175       0   1 4.2 4.0       4.0   4.0
## 176       0   1 3.4 3.8       3.1   3.4
## 177       1   1 2.8 2.4       3.8   3.9
## 178       0   2 3.6 3.0       3.0   3.0
## 179       0   2 4.0 4.4       3.8   4.0
## 180       0   2 2.8 3.6       4.0   3.8
## 181       0   1 3.2 3.0       3.5   3.6
## 182       0   1 3.6 3.6       4.0   4.0
## 183       0   2 3.6 4.0       3.6   4.0
## 184       0   1 4.0 3.6       3.4   3.5
## 185       0   1 3.2 2.0       3.6   3.6
## 186       0   2 4.0 2.6       3.2   2.4
## 187       0   1 3.4 2.6       4.2   5.0
## 188       0   1 3.0 3.6       3.2   3.6
## 189       0   1 3.4 2.4       3.2   3.6
## 190       0   2 4.0 3.6       3.2   3.2
## 191       1   1 4.2 3.2       3.8   4.4
## 192       0   1 3.2 3.2       3.0   3.0
## 193       1   2 3.2 3.4       3.6   3.4
## 194       1   1 4.0 3.2       3.0   4.0
## 195       1   2 4.0 3.2       3.0   4.0
## 196       0   2 5.0 5.0       5.0   3.7
## 197       1   1 3.8 3.8       3.4   3.6
## 198       0   1 2.2 3.6       4.8   3.4
## 199       1   1 3.8 4.0       4.0   3.6
## 200       0   1 3.4 3.8       4.0   3.8
## 201       1   1 3.6 3.6       4.0   4.0
## 202       1   1 3.2 2.4       2.6   2.6
## 203       0   1 2.4 1.6       4.2   4.8
## 204       0   1 3.4 3.6       3.4   3.6
## 205       0   1 3.6 4.6       3.8   3.0
## 206       0   1 4.0 3.0       3.1   3.2
## 207       0   2 2.8 4.0       4.2   2.4
## 208       0   1 1.6 2.2       2.0   2.6
## 209       0   1 3.2 3.2       3.8   3.5
## 210       0   1 3.6 3.4       3.8   4.0
## 211       1   1 2.8 3.0       3.4   3.8
## 212       1   3 2.4 3.2       2.8   3.0
## 213       0   1 3.0 3.0       3.8   3.8
## 214       0   4 4.6 4.6       4.6   4.0
## 215       0   1 3.6 3.4       3.8   4.0
## 216       0   2 2.0 2.8       3.2   3.8
## 217       0   1 2.8 3.2       3.2   3.6
## 218       1   3 3.6 5.0       5.0   4.6
## 219       1   2 3.8 4.0       4.0   3.2
## 220       0   4 2.0 2.6       2.0   2.4
## 221       0   1 3.2 3.6       4.0   3.6
## 222       0   2 2.8 2.4       4.0   3.0
## 223       1   2 3.8 3.6       4.0   4.0
## 224       0   2 3.8 3.8       3.8   4.0
## 225       1   4 3.6 3.6       2.8   4.0
## 226       0   1 3.4 4.0       4.8   4.0
## 227       0   1 3.8 4.0       4.8   4.0
## 228       0   1 3.8 3.4       4.8   4.0
## 229       0   2 4.0 4.0       2.6   3.2
## 230       0   3 2.6 3.4       4.0   3.2
## 231       0   2 3.2 3.8       4.0   3.4
## 232       1   2 2.4 3.2       3.4   3.6
## 233       0   2 2.2 2.8       3.4   3.6
## 234       1   3 2.4 2.0       2.0   2.0
## 235       1   3 3.0 3.0       3.0   3.0
## 236       0   4 3.6 4.8       3.8   4.0
## 237       1   3 2.0 3.2       3.4   3.6
## 238       0   2 2.8 4.0       4.0   3.8
## 239       0   2 3.2 3.8       4.0   3.4
## 240       1   3 3.8 4.0       4.0   4.0
## 241       1   4 4.2 3.6       4.0   4.2
## 242       1   3 3.4 3.2       2.6   4.0
## 243       1   2 3.8 3.8       3.4   3.4
## 244       0   3 1.8 3.0       3.6   4.2
## 245       0   3 2.6 2.6       3.2   3.6
## 246       0   3 3.4 3.0       3.2   3.8
## 247       0   3 2.6 3.0       2.6   4.0
## 248       0   3 3.6 3.2       4.2   3.8
## 249       0   3 2.6 3.6       2.8   3.2
## 250       0   2 3.2 2.6       3.2   3.4
## 251       0   1 3.4 2.2       4.0   3.6
## 252       0   2 4.0 3.2       4.0   4.0
## 253       0   3 1.6 1.8       2.2   2.0
## 254       1   1 3.8 3.6       4.0   3.5
## 255       0   3 3.6 4.2       4.0   3.6
## 256       1   2 3.8 3.8       3.6   4.0
## 257       0   1 4.0 4.0       4.0   4.0
## 258       0   3 3.0 2.8       3.6   3.8
## 259       0   2 2.2 3.4       3.6   3.4
## 260       0   2 3.2 3.0       3.5   3.6
## 261       1   2 3.2 3.2       3.4   4.0
## 262       0   3 2.2 1.6       2.2   3.0
## 263       0   2 3.6 2.8       3.8   4.0
## 264       1   3 2.0 3.0       3.0   3.4
## 265       0   1 3.6 4.0       3.8   4.0
## 266       0   1 4.0 3.6       5.0   3.6
## 267       0   1 2.8 2.6       3.4   3.6
## 268       0   3 4.0 3.4       4.0   3.0
## 269       0   2 2.2 2.6       4.4   4.2
## 270       1   4 4.0 4.2       4.2   4.4
## 271       0   3 3.2 3.8       5.0   3.8
## 272       1   2 3.6 2.4       2.4   2.8
## 273       0   1 3.2 3.6       3.6   2.9
## 274       1   3 4.0 3.6       4.0   4.0
## 275       0   1 2.6 2.4       3.1   3.4
## 276       0   2 2.6 2.2       3.8   4.8
## 277       1   4 1.6 1.8       2.2   2.2
## 278       1   4 1.6 1.8       2.2   2.2
## 279       0   2 3.2 2.0       3.2   3.6
## 280       1   2 2.8 3.0       3.6   3.2
## 281       0   2 3.6 3.0       3.0   4.0
## 282       0   1 4.0 3.4       3.6   3.8
## 283       1   1 4.0 4.2       4.0   4.0
## 284       0   1 2.8 3.2       3.4   3.2
## 285       0   3 2.2 2.8       2.8   3.6
## 286       0   3 3.2 2.8       3.6   3.8
## 287       0   2 3.6 3.4       3.8   4.0
## 288       0   2 3.6 3.8       3.0   3.8
## 289       0   1 3.6 3.6       4.0   3.2
## 290       0   3 3.8 4.0       4.0   3.8
## 291       1   3 2.4 2.2       2.8   2.6
## 292       0   1 2.0 3.0       3.4   4.2
## 293       1   2 4.2 3.4       4.0   4.0
## 294       0   2 3.0 3.4       4.0   3.6
## 295       0   2 3.6 3.6       4.0   3.6
## 296       0   1 4.2 4.0       4.0   3.6
## 297       0   3 2.8 1.8       3.2   4.0
## 298       0   1 3.2 2.2       4.0   4.0
## 299       0   1 3.2 3.8       3.4   3.8
## 300       0   1 3.0 3.0       2.8   4.0
## 301       1   2 2.8 3.6       4.0   4.0
## 302       1   3 4.0 3.8       3.6   4.0
## 303       0   2 3.8 2.8       3.2   4.0
## 304       0   3 3.6 3.0       4.2   3.6
## 305       0   1 2.2 3.6       3.0   3.4
## 306       0   1 4.0 3.0       4.0   4.0
## 307       0   1 3.2 3.6       4.0   4.0
## 308       1   3 3.6 3.6       3.8   3.6
## 309       0   1 2.0 2.8       1.8   4.0
## 310       0   1 1.8 2.8       3.6   3.2
## 311       1   1 4.0 3.6       4.0   3.8
## 312       1   3 2.2 2.2       3.0   3.6
## 313       0   1 4.0 3.6       3.8   4.0
## 314       0   2 3.0 3.4       3.2   4.0
## 315       1   3 3.8 3.0       4.0   4.4
## 316       1   1 2.4 3.2       4.0   4.0
## 317       1   2 3.4 3.8       5.0   4.2
## 318       1   2 1.4 2.2       3.6   2.8
## 319       0   1 3.0 3.0       4.8   3.4
## 320       0   1 2.0 1.6       3.8   3.6
## 321       1   1 3.6 3.2       2.8   3.8
## 322       0   1 2.8 3.0       3.2   3.4
## 323       1   2 3.0 3.4       3.6   3.6
## 324       1   1 3.4 3.0       3.4   3.6
## 325       0   1 3.0 3.0       4.8   3.4
## 326       1   2 4.0 3.6       3.8   3.6
## 327       1   1 3.6 3.2       3.6   4.0
## 328       1   4 3.6 3.2       4.0   4.0
## 329       0   3 3.0 2.0       3.0   3.0
## 330       1   4 4.4 3.2       4.0   3.6
## 331       0   1 3.2 2.2       4.6   4.0
## 332       1   1 2.8 4.0       3.0   4.2
## 333       1   2 3.2 3.4       2.4   3.8
## 334       0   1 2.4 1.6       2.8   4.4
## 335       0   1 3.4 3.6       3.2   3.4
## 336       0   1 4.0 4.2       4.0   4.0
## 337       0   1 2.0 2.4       2.2   2.0
## 338       0   1 4.0 3.0       3.8   4.1
## 339       1   2 3.8 3.8       4.0   4.6
## 340       1   3 4.0 3.4       3.6   3.6
## 341       1   1 4.0 2.6       4.0   4.0
## 342       1   2 3.0 4.0       4.0   3.4
## 343       0   2 3.6 4.0       3.9   3.4
## 344       1   3 3.4 3.4       4.0   3.6
## 345       0   3 4.2 3.6       2.8   3.6
## 346       0   2 3.4 2.8       3.4   3.8
## 347       1   3 4.0 4.4       3.8   3.6
## 348       1   3 2.6 2.4       3.2   3.2
## 349       1   3 3.6 2.2       3.4   3.6
## 350       1   2 2.8 2.0       2.4   3.2
## 351       1   2 3.6 2.2       4.0   3.2
## 352       1   2 4.0 3.6       4.0   3.4
## 353       1   3 4.0 3.2       4.0   4.0
## 354       1   4 3.4 2.6       4.2   3.2
## 355       0   3 3.2 3.0       4.0   3.6
## 356       0   2 2.4 2.6       2.6   3.6
## 357       1   3 3.0 2.2       2.4   2.2
## 358       0   2 4.0 3.6       4.0   4.2
## 359       1   2 2.0 3.0       2.0   2.8
## 360       0   1 2.4 2.8       4.0   2.8
## 361       1   2 3.2 3.4       3.6   3.4
## 362       0   3 3.4 3.2       3.8   3.4
## 363       1   2 4.0 4.0       3.8   3.4
## 364       0   4 3.4 1.8       3.4   3.6
## 365       0   1 2.0 2.0       3.0   3.4
## 366       1   3 2.6 2.2       2.6   2.6
## 367       0   3 2.4 2.4       4.0   5.0
## 368       0   4 2.4 2.2       3.2   4.0
## 369       0   2 2.6 2.6       3.8   3.8
## 370       1   3 4.0 4.0       4.0   3.6
## 371       0   3 3.2 3.0       4.0   3.6
## 372       1   2 4.0 3.8       4.0   3.6
## 373       0   2 2.4 3.0       3.4   3.2
## 374       0   2 3.2 3.6       4.0   3.6
## 375       1   4 3.2 2.0       4.0   3.4
## 376       0   1 2.4 2.6       3.4   3.6
## 377       0   2 3.2 3.4       3.0   2.8
## 378       0   3 3.8 3.2       3.8   4.2
## 379       0   3 2.4 2.4       3.4   4.2
## 380       0   3 2.4 1.6       4.2   4.8
## 381       1   1 2.4 2.4       3.0   3.2
## 382       0   1 2.0 3.0       2.0   3.0
## 383       0   1 4.0 4.0       3.2   3.2
## 384       0   2 3.6 3.2       4.0   3.6
## 385       0   1 4.0 3.2       3.6   4.0
## 386       1   4 4.0 3.6       3.2   4.0
## 387       0   2 2.6 2.4       3.4   4.6
## 388       0   2 2.8 3.2       3.8   3.8
## 389       0   1 3.8 2.8       4.4   4.0
## 390       1   2 4.0 3.2       4.0   4.0
## 391       1   2 2.6 2.2       4.0   4.0
## 392       1   1 2.8 2.0       4.0   4.0
## 393       0   1 3.2 3.0       3.8   4.2
## 394       1   3 2.0 3.8       3.4   3.6
## 395       1   2 3.8 3.2       3.6   4.0
## 396       1   3 1.4 1.0       2.0   1.2
## 397       0   3 3.4 3.8       4.2   3.6
## 398       1   2 2.6 3.8       4.2   3.2
## 399       1   2 3.6 4.2       4.0   4.0
## 400       0   1 2.6 3.4       4.4   4.0
## 401       0   2 3.6 2.4       3.2   3.0
## 402       1   3 2.6 3.2       3.0   4.0
## 403       1   3 3.2 2.8       4.0   4.0
## 404       0   3 3.2 3.2       3.4   4.0
## 405       1   2 2.0 2.0       2.0   2.0
## 406       0   3 1.8 2.8       2.8   3.6
## 407       0   2 3.0 3.6       4.0   4.4
## 408       1   1 3.6 3.8       4.0   3.6
## 409       1   3 3.4 2.8       4.4   3.8
## 410       1   3 2.4 2.6       4.2   4.0
## 411       0   1 2.8 3.0       2.6   3.6
## 412       0   1 2.6 2.4       3.8   3.0
## 413       0   3 3.8 2.8       3.6   3.0
## 414       0   3 3.2 3.8       4.4   3.2
## 415       0   2 3.8 4.2       4.0   3.6
## 416       0   3 3.0 3.4       4.0   3.2
## 417       0   2 3.6 3.6       4.0   4.0
## 418       0   3 3.6 3.8       4.6   4.6
## 419       0   3 3.0 2.6       3.2   3.6
## 420       1   2 4.0 4.2       4.0   4.2
## 421       0   3 2.6 3.2       3.4   3.6
## 422       0   3 3.4 3.6       3.4   3.6
## 423       1   3 5.0 4.2       4.8   3.8
## 424       0   3 3.2 3.0       3.8   3.6
## 425       0   2 4.0 4.0       2.8   3.8
## 426       0   2 2.6 4.0       3.6   3.4
## 427       0   1 3.2 3.6       3.2   4.2
## 428       0   3 3.0 3.4       2.4   3.4
## 429       0   3 1.8 1.8       2.6   3.6
## 430       0   2 3.2 4.4       3.6   3.3
## 431       1   3 3.8 3.4       3.4   4.6
## 432       1   2 3.6 3.4       3.6   3.6
## 433       0   2 4.2 4.8       4.0   4.2
## 434       0   3 3.2 3.4       4.6   3.6
## 435       1   3 2.4 3.4       3.6   3.6
## 436       0   3 3.8 3.4       4.0   4.0
## 437       0   3 4.0 4.2       4.2   4.2
## 438       1   4 3.4 3.2       3.6   3.8
## 439       0   3 2.0 2.4       3.4   3.8
## 440       0   3 4.0 4.2       3.4   3.6
## 441       0   3 3.8 1.8       3.6   3.2
## 442       1   2 3.2 2.6       4.4   4.0
## 443       1   3 3.6 3.2       2.4   2.8
## 444       1   2 3.8 3.2       4.0   3.6
## 445       0   4 2.4 1.6       2.0   4.0
## 446       0   3 2.0 2.4       3.0   3.4
## 447       0   3 3.0 2.8       4.4   4.0
## 448       0   1 2.0 1.6       3.0   3.6
## 449       1   3 3.0 3.6       3.8   3.8
## 450       0   1 1.8 2.4       3.2   3.8
## 451       0   4 2.6 2.4       3.0   3.6
## 452       1   2 3.2 2.0       3.4   3.4
## 453       0   2 2.6 2.4       3.0   3.6
## 454       0   2 3.2 3.0       3.8   3.8
## 455       0   3 3.4 3.2       3.8   4.2
## 456       1   4 3.2 2.2       4.2   4.0
## 457       0   3 2.6 2.4       4.0   4.0
## 458       0   3 4.0 4.0       4.0   4.0
## 459       1   2 3.4 2.4       3.8   4.0
## 460       1   3 3.2 3.2       4.2   4.0
## 461       1   3 4.0 4.0       4.0   3.8
## 462       0   3 3.0 4.0       5.0   4.2
## 463       0   2 3.2 3.4       3.8   3.8
## 464       0   2 4.0 4.0       4.0   4.0
## 465       1   3 2.2 3.8       4.0   3.0
## 466       0   3 2.4 3.4       3.2   3.2
## 467       0   3 3.0 3.6       3.4   3.4
## 468       1   3 3.8 3.8       3.8   3.8
## 469       1   2 5.0 4.8       5.0   4.4
## 470       0   3 5.0 4.6       4.4   4.0
## 471       1   3 3.8 3.2       3.0   3.0
## 472       1   2 3.2 3.4       3.6   5.0
## 473       0   3 2.6 2.8       2.0   3.4
## 474       0   3 2.8 2.8       3.6   4.0
## 475       0   2 2.0 2.4       2.2   2.8
## 476       1   2 3.8 4.0       4.0   3.6
## 477       1   4 3.2 3.8       3.6   3.4
## 478       0   2 3.2 3.2       3.2   3.2
## 479       0   3 4.0 3.8       4.0   4.0
## 480       1   2 3.4 3.0       4.0   3.9
## 481       0   3 2.4 2.8       4.6   4.4
## 482       1   2 3.0 3.0       3.6   2.8
## 483       0   3 1.4 1.4       3.2   5.0
## 484       1   2 3.6 3.6       3.0   3.6
## 485       1   4 4.0 4.0       4.0   4.0
## 486       0   3 4.2 3.2       4.8   4.2
## 487       0   3 3.4 3.6       3.5   3.9
## 488       0   3 2.4 3.6       3.4   3.6
## 489       0   2 2.2 3.0       2.8   3.8
## 490       0   2 2.8 3.6       3.2   3.2
## 491       1   2 3.8 3.8       4.0   3.8
## 492       0   3 4.0 4.4       4.0   3.8
## 493       1   4 4.0 4.0       4.0   4.0
## 494       0   2 3.8 2.2       2.4   3.2
## 495       1   4 4.0 4.2       5.0   5.0
## 496       0   2 2.8 2.4       3.0   4.0
## 497       0   3 2.8 2.6       3.6   3.2
## 498       1   4 4.0 3.2       3.6   4.0
## 499       1   3 2.4 2.6       2.6   2.0
## 500       1   3 4.0 2.6       3.4   2.8
## 501       0   4 2.8 2.4       3.8   4.0
## 502       1   2 2.0 1.8       3.4   3.2
## 503       1   3 3.8 4.2       3.4   4.0
## 504       1   1 2.6 2.6       3.0   3.6
## 505       0   2 3.6 4.0       4.8   5.0
## 506       1   3 3.2 2.6       4.0   4.0
## 507       0   2 3.6 3.8       3.6   3.6
## 508       0   2 3.0 3.4       3.6   3.6
## 509       0   2 2.4 3.8       4.0   3.4
## 510       0   2 3.0 4.0       4.0   3.6
## 511       0   3 3.4 3.4       4.0   3.8
## 512       0   2 3.4 3.0       3.8   3.6
## 513       1   3 3.8 3.6       3.2   3.0
## 514       0   4 2.2 2.4       2.8   3.2
## 515       0   1 2.6 2.8       3.8   3.6
## 516       0   4 4.2 4.6       4.8   4.4
## 517       1   2 4.6 3.6       4.0   4.6
## 518       1   2 4.0 3.2       3.6   4.0
## 519       1   2 5.0 4.6       5.0   5.0
## 520       1   3 3.4 3.2       2.0   2.8
## 521       1   4 2.4 2.6       3.8   4.4
## 522       0   4 4.0 4.0       4.4   4.0
## 523       1   1 4.0 4.0       4.0   3.6
## 524       1   4 3.4 2.8       3.8   4.4
## 525       0   3 4.2 3.6       4.4   4.2
## 526       0   2 2.6 2.0       3.0   4.0
## 527       0   2 2.0 2.0       2.0   2.0
## 528       0   3 3.6 2.8       3.8   3.2
## 529       0   3 2.8 1.8       2.4   2.4
## 530       0   3 2.4 2.2       2.2   2.6
## 531       1   3 1.6 1.2       2.0   2.0
## 532       0   1 2.6 2.8       3.6   3.6
## 533       0   3 3.2 3.2       2.0   3.2
## 534       0   2 3.8 3.8       3.6   3.6
## 535       0   1 4.0 3.8       4.0   3.4
## 536       1   2 1.4 2.4       3.4   3.6
## 537       0   4 2.6 3.2       3.2   4.4
## 538       0   3 2.0 2.0       2.0   3.2
## 539       0   2 2.2 3.0       3.8   3.8
## 540       0   2 4.0 3.6       4.0   4.0
## 541       0   2 3.6 2.8       3.6   3.8
## 542       0   1 4.2 2.6       3.4   3.2
## 543       0   2 2.2 2.8       3.2   3.8
## 544       0   2 4.0 4.0       4.0   4.0
## 545       1   2 4.0 3.4       4.0   4.0
## 546       1   3 2.8 2.2       3.4   4.4
## 547       0   2 3.2 3.2       2.6   3.2
## 548       1   3 4.0 3.6       4.4   4.2
## 549       0   2 2.4 2.4       3.2   3.8
## 550       0   2 3.8 3.0       3.4   3.6
## 551       0   3 2.0 2.0       3.0   2.8
## 552       0   1 2.4 2.2       3.4   3.8
## 553       0   3 2.4 2.4       2.2   1.8
## 554       0   3 2.2 1.8       2.0   2.0
## 555       1   3 2.4 2.4       2.6   3.4
## 556       1   3 2.2 2.2       2.0   1.6
## 557       0   2 2.8 2.2       3.4   4.0
## 558       0   2 3.6 3.2       2.4   3.5
## 559       0   3 4.0 4.0       4.0   4.0
## 560       1   2 3.8 4.0       4.0   4.0
## 561       0   2 3.0 1.8       4.0   3.0
## 562       1   3 4.2 3.8       2.4   3.8
## 563       0   2 2.6 2.4       3.6   3.6
## 564       1   3 3.6 3.0       3.8   4.0
## 565       0   2 3.0 3.0       3.0   3.8
## 566       0   1 2.4 1.8       4.0   3.8
## 567       1   2 3.2 2.8       4.0   3.8
## 568       0   2 2.0 2.6       2.4   2.8
## 569       0   2 3.2 3.6       3.8   4.0
## 570       0   3 2.6 2.4       3.0   3.4
## 571       1   4 2.8 2.4       2.4   3.0
## 572       1   3 3.2 3.0       3.2   2.8
## 573       0   3 1.8 1.6       1.6   1.6
## 574       0   3 3.2 3.0       3.2   2.8
## 575       1   2 1.4 1.0       1.6   2.2
## 576       0   4 3.0 3.4       3.0   2.8
## 577       0   3 2.8 3.2       3.8   4.4
## 578       0   3 2.8 3.8       3.2   3.0
## 579       0   3 2.4 3.6       3.2   4.4
## 580       0   3 3.6 3.8       3.8   3.6
## 581       1   1 3.8 3.4       4.0   5.0
## 582       0   4 3.4 2.8       4.0   3.8
## 583       0   2 3.2 3.2       3.6   3.8
## 584       1   2 1.4 2.6       3.6   3.8
## 585       0   2 4.0 3.4       2.8   3.6
## 586       0   3 4.0 3.6       3.0   3.8
## 587       0   3 3.6 3.8       4.0   3.6
## 588       1   3 3.8 3.0       3.0   3.2
## 589       1   3 4.0 4.2       4.2   3.8
## 590       1   3 4.0 3.8       4.0   4.0
## 591       0   2 3.0 3.2       3.2   3.4
## 592       1   2 4.0 3.6       2.8   3.5
## 593       0   3 2.8 3.4       4.0   4.0
## 594       0   2 2.4 2.0       2.4   2.4
## 595       1   2 3.2 2.6       3.6   4.4
## 596       0   2 2.4 3.2       3.6   3.6
## 597       1   1 2.2 2.4       2.2   3.6
## 598       1   2 3.6 3.6       3.2   2.8
## 599       0   2 4.0 3.8       4.0   3.4
## 600       1   3 3.6 2.8       2.6   4.0
## 601       1   3 3.0 3.6       3.0   3.6
## 602       1   3 4.2 3.8       4.4   4.8
## 603       1   2 2.0 2.0       2.2   2.2
## 604       1   3 3.6 3.4       3.6   4.0
## 605       1   3 5.0 4.6       5.0   4.4
## 606       0   3 3.2 3.0       2.8   2.8
## 607       0   3 3.8 3.8       3.6   3.4
## 608       1   2 3.0 3.0       2.4   2.2
## 609       0   1 3.2 3.2       3.6   4.0
## 610       0   3 2.4 2.8       3.0   3.8
## 611       0   4 2.8 1.8       4.6   4.8
## 612       0   3 4.2 3.6       4.2   4.0
## 613       1   2 3.6 3.4       3.6   3.2
## 614       1   2 3.6 4.2       5.0   4.6
## 615       0   3 4.2 4.8       5.0   4.8
## 616       0   3 2.8 2.4       4.0   4.6
## 617       1   1 3.8 4.0       4.0   4.0
## 618       0   4 4.2 2.4       4.0   4.2
## 619       0   3 2.8 3.2       4.6   4.8
## 620       0   3 2.4 2.0       3.2   4.0
## 621       0   3 4.0 4.4       3.8   4.6
## 622       0   3 3.0 2.6       3.2   3.8
## 623       0   2 2.8 2.0       2.8   3.4
## 624       0   3 4.0 3.6       4.0   4.6
## 625       1   3 2.8 2.4       3.6   3.6
## 626       1   3 2.6 2.4       3.4   3.8
## 627       0   2 3.2 3.8       4.0   3.4
## 628       1   2 2.0 3.2       3.4   3.6
## 629       0   3 3.6 3.8       4.0   4.0
## 630       1   3 3.8 3.0       3.6   3.6
## 631       0   4 3.6 3.4       4.2   4.0
## 632       0   3 4.0 3.8       3.8   3.6
## 633       0   2 3.2 3.0       3.5   3.6
## 634       1   3 3.2 2.6       3.6   3.8
## 635       1   3 2.8 2.4       3.6   3.6
## 636       0   4 2.6 2.6       4.2   3.8
## 637       0   2 3.4 2.2       2.4   3.4
## 638       0   3 3.6 2.0       2.8   2.8
## 639       1   3 3.4 4.0       4.4   4.0
## 640       1   3 3.0 2.2       3.8   3.6
## 641       1   3 3.0 2.6       3.6   4.6
## 642       0   2 2.6 2.2       4.0   3.8
## 643       1   3 2.0 2.0       3.0   4.0
## 644       0   3 2.6 3.6       2.6   2.4
## 645       0   3 2.0 2.8       4.0   2.0
## 646       1   3 2.6 2.4       2.0   3.0
## 647       1   4 3.0 2.8       4.0   3.6
## 648       0   2 3.6 2.5       3.4   3.2
## 649       1   3 3.2 3.0       4.0   3.6
## 650       0   1 3.6 2.8       3.0   3.2
## 651       1   3 3.6 4.0       3.6   3.6
## 652       1   3 3.6 2.8       4.0   4.0
## 653       0   3 3.2 3.2       4.6   4.2
## 654       0   2 3.0 2.8       3.8   3.8
## 655       0   2 2.0 3.0       3.2   3.6
## 656       1   3 2.4 2.4       2.6   2.4
## 657       0   3 3.2 2.4       2.4   2.4
## 658       1   3 1.8 2.6       2.4   2.8
## 659       1   3 2.2 1.6       2.6   2.4
## 660       0   3 2.4 1.2       3.0   2.6
## 661       0   2 2.4 1.6       1.8   2.4
## 662       0   3 2.4 2.2       2.2   2.4
## 663       0   4 2.4 2.2       2.2   2.4
## 664       1   3 2.4 2.4       2.6   2.4
## 665       0   3 3.2 2.4       2.4   2.4
## 666       1   3 1.8 2.6       2.4   2.8
## 667       1   3 2.2 1.6       2.6   2.4
## 668       0   3 2.4 1.8       2.0   2.4
## 669       1   3 2.0 2.0       2.0   2.4
## 670       1   3 2.2 2.2       1.6   2.0
## 671       0   3 2.2 2.4       2.6   2.4
## 672       1   3 1.4 1.4       2.0   2.0
## 673       0   3 2.6 3.2       4.0   4.0
## 674       0   3 3.8 3.0       3.8   4.4
## 675       0   4 2.0 2.2       3.4   3.6
## 676       1   3 4.0 3.8       3.8   3.8
## 677       1   3 2.4 2.4       3.6   3.2
## 678       0   3 2.6 2.8       4.0   3.2
## 679       0   3 3.0 3.6       4.0   3.6
## 680       1   2 3.2 1.6       3.6   3.4
## 681       1   3 2.4 1.4       2.6   3.0
## 682       0   3 3.2 3.0       3.5   3.6
## 683       0   2 2.2 2.4       2.6   2.6
## 684       1   2 3.4 2.0       3.2   3.8
## 685       1   3 4.0 4.0       3.8   4.4
## 686       0   3 2.8 2.4       4.0   3.8
## 687       0   3 4.4 2.8       4.4   4.6
## 688       1   4 3.2 2.0       3.6   3.8
## 689       0   4 2.6 3.4       3.6   4.0
## 690       0   4 4.0 2.8       4.0   3.0
## 691       0   3 3.0 3.0       4.6   3.4
## 692       0   2 2.8 2.2       4.0   4.8
## 693       0   2 2.4 2.4       3.8   4.6
## 694       1   4 2.0 2.4       2.4   4.2
## 695       0   2 2.2 2.2       2.6   2.8
## 696       0   3 2.8 2.4       4.0   3.2
## 697       0   2 3.0 2.0       3.8   4.2
## 698       0   4 2.0 2.2       3.2   4.0
## 699       0   3 2.2 2.0       3.2   3.6
## 700       0   2 3.6 3.6       4.2   4.0
## 701       1   3 4.2 4.0       4.4   4.4
## 702       0   3 2.8 2.2       3.0   4.0
## 703       0   3 2.0 2.0       2.2   3.2
## 704       0   2 3.6 2.8       4.4   4.6
## 705       0   3 2.4 2.0       2.4   3.8
## 706       0   4 2.8 1.2       3.4   3.0
## 707       0   3 4.2 4.0       4.2   4.2
## 708       1   4 4.0 4.0       4.0   4.0
## 709       1   3 2.6 2.8       3.6   3.2
## 710       1   3 4.0 2.0       3.8   4.4
## 711       1   3 3.8 2.6       4.0   4.0
## 712       1   2 4.2 3.8       4.0   4.0
## 713       0   4 3.2 2.6       2.8   4.8
## 714       0   4 4.0 2.6       4.0   5.0
## 715       0   4 2.6 2.8       4.0   4.2
## 716       0   3 3.6 2.2       4.4   5.0
## 717       1   3 4.2 4.0       4.4   4.4
## 718       1   2 3.6 2.0       3.0   4.0
## 719       0   3 3.0 3.0       5.0   4.4
## 720       0   3 3.8 3.0       4.0   3.8
## 721       1   3 2.2 2.0       2.4   2.2
## 722       1   4 2.8 2.6       3.0   2.4
## 723       0   3 2.4 1.6       2.0   2.6
## 724       1   4 2.4 2.2       2.2   2.6
## 725       0   3 2.2 2.2       2.4   2.4
## 726       1   3 2.2 1.6       1.4   1.8
## 727       0   4 2.2 2.2       2.4   1.6
## 728       0   3 2.4 2.0       2.0   2.6
## 729       1   4 2.0 2.2       2.4   2.8
## 730       0   2 2.4 2.0       1.8   2.0
## 731       1   3 2.2 2.0       2.4   2.2
## 732       0   3 2.4 3.4       2.4   3.6
## 733       1   3 3.4 3.0       4.0   3.8
## 734       1   3 2.6 2.4       2.5   3.0
## 735       1   4 3.6 2.8       3.8   3.6
## 736       0   3 4.0 3.8       3.6   4.6
## 737       0   3 4.0 3.8       4.0   4.0
## 738       1   2 3.6 2.6       3.2   3.4
## 739       0   2 1.4 2.6       3.6   4.6
## 740       1   3 3.4 3.8       4.0   3.6
## 741       0   3 4.4 5.0       4.6   4.0
## 742       1   4 3.8 2.0       3.8   2.4
## 743       0   3 3.4 3.8       3.8   3.8
## 744       1   3 2.2 2.4       3.4   3.4
## 745       0   2 4.0 3.2       4.0   4.0
## 746       1   4 3.6 3.0       3.0   3.8
## 747       0   2 3.8 3.0       3.2   3.2
## 748       0   4 3.6 3.6       4.0   4.0
## 749       0   3 3.2 3.6       4.0   3.4
## 750       1   3 3.6 3.0       5.0   4.6
## 751       0   3 3.0 1.8       3.6   3.6
## 752       1   2 3.2 2.8       3.2   3.2
## 753       1   3 3.0 3.6       3.2   3.6
## 754       1   3 3.6 2.2       3.4   4.2
## 755       0   2 4.2 4.2       4.0   4.2
## 756       0   4 3.0 2.8       4.0   3.6
## 757       0   2 4.0 4.0       4.0   4.0
## 758       0   3 3.0 2.6       3.4   3.8
## 759       0   2 2.8 3.0       3.8   4.0
## 760       0   3 2.8 3.4       3.8   4.0
## 761       0   2 4.4 3.8       3.6   4.0
## 762       0   3 1.8 1.0       3.6   3.4
## 763       1   2 2.8 2.2       4.2   4.0
## 764       1   3 2.6 3.0       3.2   2.8
## 765       1   3 2.6 3.0       3.2   2.8
## 766       1   4 2.6 2.8       2.2   2.6
## 767       1   3 3.0 3.0       2.6   2.8
## 768       1   3 2.0 1.4       1.8   2.0
## 769       1   3 1.8 1.6       2.4   2.0
## 770       1   3 2.8 2.2       2.4   3.0
## 771       0   3 2.2 2.0       2.6   2.2
## 772       1   3 2.0 2.0       2.2   1.8
## 773       0   3 2.2 1.6       2.0   2.2
## 774       1   4 2.6 2.8       2.2   2.6
## 775       1   3 3.0 3.0       2.6   2.8
## 776       1   3 2.0 1.4       1.8   2.0
## 777       1   3 1.8 1.6       2.4   2.0
## 778       1   3 2.8 2.2       2.4   3.0
## 779       0   4 2.0 1.6       1.6   1.8
## 780       0   3 3.6 2.8       4.0   4.0
## 781       0   2 3.2 2.4       4.0   4.0
## 782       1   3 5.0 5.0       5.0   5.0
## 783       0   3 3.6 3.4       4.4   3.8
## 784       0   4 3.2 2.8       4.0   4.0
## 785       1   2 2.6 3.2       4.4   4.2
## 786       1   3 3.0 3.2       3.6   3.8
## 787       0   3 3.6 3.6       3.6   4.2
## 788       1   3 4.0 4.0       4.0   4.0
## 789       1   3 4.0 4.0       4.8   4.4
## 790       0   3 1.8 2.0       3.8   3.4
## 791       0   3 2.4 2.6       4.0   3.6
## 792       0   3 4.0 3.2       3.4   4.4
## 793       1   4 2.8 2.6       4.2   4.4
## 794       0   2 2.4 1.8       3.2   4.2
## 795       1   1 3.6 2.8       3.6   3.2
## 796       0   3 4.2 3.8       4.0   3.6
## 797       0   2 4.0 3.4       3.6   3.4
## 798       0   2 2.4 2.2       3.6   3.8
## 799       0   2 2.6 3.6       3.6   3.6
## 800       0   3 4.4 3.4       2.4   3.6
## 801       0   3 2.2 2.4       3.0   4.4
## 802       0   2 4.0 4.2       4.0   5.0
## 803       1   4 2.0 3.2       2.4   2.6
## 804       0   3 2.4 1.6       3.4   3.6
## 805       0   3 4.0 3.6       4.0   4.0
## 806       0   2 2.4 2.8       2.8   2.8
## 807       0   3 3.2 2.2       4.0   4.6
## 808       0   3 4.0 2.6       4.6   4.8
## 809       1   2 3.6 3.0       4.0   3.2
## 810       1   2 4.0 3.8       3.6   4.0
## 811       0   3 4.6 4.0       4.0   4.2
## 812       0   3 2.8 2.2       3.8   3.8
## 813       0   3 3.6 2.2       4.2   4.0
## 814       0   3 1.4 1.6       2.2   2.0
## 815       1   3 2.2 2.8       1.8   1.8
## 816       1   3 2.2 1.8       1.8   2.0
## 817       0   3 3.4 3.6       3.6   4.0
## 818       0   2 2.8 2.0       2.6   2.4
## 819       1   4 2.2 2.4       4.0   4.0
## 820       0   3 1.8 2.4       3.8   3.2
## 821       1   2 2.6 2.2       4.0   3.4
## 822       0   1 1.8 1.4       3.6   4.0
## 823       1   4 3.4 2.4       3.4   3.6
## 824       1   3 3.4 3.6       3.8   3.6
## 825       1   4 4.4 3.4       4.0   3.8
## 826       1   3 3.6 2.4       3.8   4.0
## 827       0   3 3.4 2.6       3.3   3.8
## 828       0   1 2.0 1.8       1.6   1.4
## 829       1   3 3.4 4.0       3.4   4.0
## 830       0   3 3.0 2.8       4.0   3.6
## 831       1   2 4.0 3.6       4.0   3.8
## 832       1   3 2.8 2.8       3.2   2.2
## 833       0   3 2.8 2.4       4.0   4.4
## 834       0   3 3.6 2.4       3.6   3.8
## 835       0   3 2.6 2.0       3.6   4.0
## 836       0   2 5.0 3.8       3.6   3.6
## 837       0   3 2.4 1.8       3.6   3.5
## 838       0   3 2.0 2.4       3.4   4.0
## 839       0   3 3.4 4.0       3.2   3.6
## 840       1   4 4.4 3.4       3.6   4.2
## 841       0   3 2.6 2.8       3.2   3.6
## 842       1   3 3.2 3.2       3.8   3.6
## 843       1   3 2.2 1.8       3.4   3.2
## 844       0   2 2.2 4.0       4.4   3.8
## 845       1   2 3.8 3.4       4.0   3.2
## 846       1   3 4.6 5.0       4.8   4.2
## 847       1   2 3.0 3.0       3.0   2.8
## 848       0   2 2.0 2.6       2.0   2.0
## 849       0   3 3.6 2.2       2.6   4.0
## 850       1   3 2.4 2.2       2.2   2.6
## 851       0   3 2.4 2.2       2.2   2.6
## 852       0   3 2.4 2.2       2.2   2.6
## 853       0   3 1.4 1.0       1.8   2.6
## 854       1   4 2.4 2.0       2.2   2.2
## 855       1   4 2.6 2.6       2.8   2.4
## 856       0   2 2.4 2.2       2.2   2.4
## 857       0   4 2.6 2.0       2.6   2.4
## 858       0   2 2.0 2.0       2.4   2.0
## 859       0   3 4.2 3.0       3.4   4.2
## 860       0   3 3.4 4.0       3.8   4.0
## 861       0   3 3.2 2.8       3.6   3.6
## 862       0   3 3.4 2.8       4.6   4.6
## 863       0   3 3.0 2.4       2.8   2.8
## 864       0   3 2.4 2.6       3.4   3.6
## 865       1   2 3.2 2.6       3.2   3.4
## 866       0   2 3.2 2.8       4.0   3.6
## 867       0   3 3.0 2.6       2.6   2.6
## 868       1   4 3.4 4.2       3.4   4.8
## 869       0   2 2.8 1.2       3.6   4.0
## 870       1   2 3.6 2.6       4.0   3.8
## 871       0   3 4.0 4.0       3.6   3.6
## 872       0   2 3.8 3.6       4.0   4.0
## 873       0   4 3.2 2.4       4.8   3.6
## 874       0   3 3.2 2.0       3.2   2.0
## 875       0   3 2.2 2.6       3.5   3.4
## 876       1   2 3.6 3.4       3.6   3.6
## 877       1   4 3.2 2.0       2.6   3.6
## 878       0   4 3.4 3.8       4.0   4.0
## 879       0   2 4.8 3.4       4.2   4.0
## 880       0   2 2.8 2.6       2.0   4.0
## 881       0   2 3.4 2.0       3.0   3.6
## 882       0   1 4.0 4.0       4.0   4.0
## 883       0   3 2.8 2.2       4.0   3.4
## 884       0   3 4.0 4.4       4.2   3.4
## 885       0   3 2.0 2.4       3.8   3.8
## 886       1   3 3.8 4.0       4.0   3.8
## 887       0   2 2.2 2.0       2.4   2.0
## 888       1   3 4.0 4.2       4.0   3.6
## 889       0   4 2.4 2.2       2.2   2.6
## 890       0   3 2.6 2.0       2.2   2.8
## 891       1   3 1.6 1.8       2.0   2.2
## 892       1   4 2.4 2.2       2.4   2.4
## 893       0   3 2.4 2.4       2.2   2.0
## 894       0   2 3.2 2.6       2.6   2.5
## 895       1   4 1.6 1.6       2.0   2.6
## 896       0   3 2.6 2.0       2.2   2.8
## 897       1   3 1.6 1.8       2.0   2.2
## 898       1   4 2.4 2.2       2.4   2.4
## 899       0   3 2.4 2.4       2.2   2.0
## 900       1   2 1.8 1.6       2.4   2.0
## 901       0   4 2.6 2.2       3.0   4.4
## 902       1   3 1.2 1.2       2.0   2.0
## 903       1   3 2.0 3.2       3.8   3.8
## 904       0   3 3.2 2.2       4.0   3.6
## 905       0   3 2.8 3.0       4.0   4.0
## 906       0   2 4.8 2.8       4.8   3.4
## 907       0   4 2.0 2.0       4.0   4.0
## 908       0   3 4.0 4.0       4.0   4.0
## 909       0   2 3.2 2.4       2.8   3.8
## 910       1   2 2.4 1.6       3.8   3.8
## 911       0   3 2.8 2.2       3.0   4.4
## 912       0   3 4.2 4.4       3.4   4.0
## 913       0   4 2.4 2.0       3.6   4.0
## 914       0   2 3.0 2.2       3.2   4.0
## 915       1   3 2.4 2.0       2.4   3.6
## 916       1   4 2.0 2.0       4.4   3.4
## 917       0   1 3.6 3.8       4.2   4.0
## 918       0   3 2.8 2.2       3.8   4.6
## 919       0   3 3.4 3.6       3.6   4.0
## 920       0   3 3.6 3.6       3.6   4.0
## 921       1   3 4.0 3.6       4.4   4.2
## 922       0   3 3.0 3.4       3.6   4.0
## 923       0   3 3.0 1.8       3.2   3.6
## 924       0   4 3.8 3.4       4.2   4.6
## 925       1   4 2.4 2.8       2.6   3.6
## 926       0   2 2.0 2.0       2.0   3.0
## 927       0   3 3.4 2.6       4.0   4.0
## 928       1   3 2.2 3.4       4.4   5.0
## 929       1   3 2.2 3.4       4.4   5.0
## 930       1   4 3.8 4.0       4.0   3.8
## 931       1   4 3.6 3.4       3.8   3.6
## 932       1   3 2.8 2.4       2.8   3.8
## 933       1   3 3.2 4.0       4.0   5.0
## 934       1   3 3.2 3.0       3.2   4.2
## 935       0   3 1.8 1.4       2.0   3.8
## 936       0   2 3.2 2.0       3.4   3.5
## 937       0   2 2.4 3.2       3.2   4.0
## 938       1   4 1.4 1.6       2.0   3.2
## 939       1   3 2.6 2.4       2.8   3.0
## 940       1   3 2.2 2.2       2.2   2.4
## 941       0   3 3.0 3.0       2.6   2.6
## 942       1   3 1.4 1.8       2.0   2.0
## 943       0   3 2.2 2.4       2.4   2.4
## 944       0   3 2.4 2.4       2.0   2.0
## 945       0   2 2.8 2.4       3.0   3.6
## 946       1   3 3.2 2.8       4.2   4.4
## 947       0   2 2.8 3.4       3.6   3.7
## 948       1   3 4.0 3.8       3.2   3.6
## 949       1   2 3.0 1.6       2.8   3.2
## 950       0   2 1.8 3.2       3.8   3.8
## 951       0   4 3.8 4.0       4.8   4.4
## 952       0   3 2.4 2.4       3.8   4.2
## 953       0   4 2.0 1.8       2.0   3.2
## 954       1   3 3.8 4.0       3.8   4.0
## 955       1   4 4.0 3.4       4.6   4.2
## 956       0   3 3.2 3.2       4.0   4.6
## 957       1   4 3.8 3.0       3.6   4.0
## 958       1   3 3.0 3.4       3.6   3.6
## 959       0   4 3.6 3.2       4.4   4.8
## 960       0   3 2.8 3.4       3.8   4.0
## 961       0   1 2.8 1.0       3.0   3.8
## 962       0   3 3.4 3.2       4.0   3.2
## 963       0   2 4.0 3.6       4.0   3.8
## 964       1   4 3.6 3.4       3.6   3.4
## 965       0   3 1.4 2.2       4.2   4.2
## 966       1   4 2.2 2.0       3.2   3.4
## 967       1   2 2.0 2.0       2.0   2.4
## 968       1   3 2.4 2.6       3.4   2.8
## 969       0   3 2.4 2.8       3.2   3.4
## 970       0   3 3.8 3.4       4.0   4.2
## 971       0   3 3.6 3.6       3.8   2.8
## 972       0   2 1.8 2.0       3.6   4.6
## 973       0   2 4.2 3.0       4.4   4.4
## 974       0   2 4.0 5.0       4.6   3.2
## 975       1   3 3.2 3.8       4.8   4.0
## 976       0   2 2.4 2.4       4.0   3.6
## 977       0   3 2.6 2.0       3.6   4.2
## 978       0   2 3.2 3.8       3.4   3.2
## 979       0   3 2.8 3.6       4.0   3.6
## 980       0   3 4.0 3.8       4.2   3.6
## 981       0   3 3.8 3.6       3.8   3.0
## 982       0   3 2.4 2.0       2.2   2.6
## 983       0   3 2.6 2.0       2.4   2.4
## 984       0   4 2.8 2.6       2.4   2.4
## 985       1   3 3.6 4.2       3.0   3.2
## 986       0   3 3.4 2.6       2.8   3.2
## 987       0   4 4.0 2.4       2.4   3.0
## 988       0   3 2.6 2.2       4.0   3.4
## 989       1   4 4.0 3.8       3.8   3.6
## 990       1   3 2.8 2.8       2.6   3.6
## 991       1   2 3.6 2.4       3.4   4.6
## 992       0   4 2.6 2.6       4.0   3.6
## 993       0   4 3.6 2.4       4.0   3.4
## 994       0   4 3.4 4.0       4.4   4.8
## 995       0   3 2.0 3.0       3.2   4.4
## 996       0   3 3.8 3.4       4.8   4.2
## 997       0   3 2.2 1.6       3.2   3.4
## 998       1   3 3.0 2.2       3.2   3.4
## 999       0   2 2.6 2.2       2.4   3.0
## 1000      0   3 2.4 3.0       3.6   3.6
## 1001      0   3 3.6 3.8       4.8   4.4
## 1002      1   3 3.0 3.4       4.0   3.6
## 1003      0   1 3.8 3.8       4.0   4.0
## 1004      0   1 3.2 3.0       3.5   3.6
## 1005      0   1 3.2 3.2       3.6   3.4
## 1006      1   4 2.8 2.0       3.6   3.0
## 1007      1   2 4.0 3.6       4.2   5.0
## 1008      1   3 2.4 1.8       3.6   3.6
## 1009      0   1 3.0 2.8       2.8   3.4
## 1010      1   2 3.2 3.0       3.2   4.0
## 1011      0   3 2.4 2.4       1.4   1.8
## 1012      0   3 3.4 2.6       2.8   2.8
## 1013      1   3 3.6 3.4       3.2   2.6
## 1014      1   3 1.6 1.6       2.4   2.6
## 1015      0   3 3.4 2.6       2.8   2.8
## 1016      0   3 3.2 3.4       3.8   4.2
## 1017      1   4 3.6 3.0       2.8   3.8
## 1018      1   4 4.0 4.2       3.6   3.8
## 1019      1   3 4.0 3.6       3.6   3.6
## 1020      1   2 4.0 3.4       3.8   2.8
## 1021      1   2 2.8 3.2       3.6   3.0
## 1022      0   2 3.8 3.0       2.4   3.4
## 1023      0   3 2.0 2.4       2.2   2.8
## 1024      0   3 2.4 2.0       3.6   4.2
## 1025      0   3 3.2 3.0       3.6   4.0
## 1026      0   1 3.0 2.4       2.2   3.2
## 1027      0   3 3.4 2.0       4.0   3.8
## 1028      1   4 2.4 2.6       3.6   4.0
## 1029      1   3 3.8 3.8       3.6   4.0
## 1030      1   2 1.8 2.2       2.6   4.0
## 1031      1   3 4.0 4.0       4.0   4.0
## 1032      0   1 4.0 3.6       2.0   2.8
## 1033      1   3 1.6 1.4       2.6   4.0
## 1034      0   3 3.8 2.4       3.4   3.8
## 1035      0   2 2.8 2.8       3.6   3.6
## 1036      1   4 4.8 4.0       4.0   4.0
## 1037      1   3 3.8 3.8       4.0   4.0
## 1038      0   2 3.8 3.0       4.2   4.0
## 1039      1   3 4.2 4.2       5.0   5.0
## 1040      0   3 4.0 5.0       4.6   4.8
## 1041      0   3 4.2 2.4       4.2   3.4
## 1042      1   3 3.0 2.4       3.2   4.0
## 1043      0   3 4.0 3.0       3.0   3.8
## 1044      0   2 3.8 3.8       4.0   3.4
## 1045      0   4 3.2 3.0       4.2   4.4
## 1046      1   3 3.8 2.8       3.8   3.6
## 1047      0   2 3.2 3.6       4.7   4.0
## 1048      0   2 3.2 4.0       3.9   4.4
## 1049      1   3 4.0 4.0       4.0   4.0
## 1050      1   2 2.8 2.0       2.8   3.6
## 1051      1   2 3.0 2.8       3.0   2.8
## 1052      1   4 3.8 2.8       2.8   3.4
## 1053      0   3 2.4 4.0       2.8   4.0
## 1054      1   4 3.4 1.6       4.0   2.6
## 1055      0   3 2.0 2.2       3.0   3.2
## 1056      0   3 2.8 2.6       3.6   3.8
## 1057      1   3 2.2 2.2       3.0   3.0
## 1058      1   3 3.0 1.8       2.6   4.0
## 1059      1   3 5.0 5.0       3.6   2.6
## 1060      0   3 2.2 2.8       3.0   3.6
## 1061      0   3 3.6 3.4       4.0   4.0
## 1062      1   3 2.4 2.2       3.4   4.4
## 1063      1   3 2.8 3.2       3.6   4.0
## 1064      0   2 3.2 2.4       2.0   2.8
## 1065      0   3 2.4 2.8       2.6   3.4
## 1066      0   3 2.0 3.6       4.2   4.6
## 1067      0   3 2.4 2.6       2.8   3.8
## 1068      0   3 3.2 2.4       3.8   3.6
## 1069      0   3 4.0 4.0       4.0   4.0
## 1070      0   2 2.2 1.2       3.6   3.6
## 1071      0   3 4.0 4.0       4.2   4.4
## 1072      1   3 2.0 2.0       3.6   4.8
## 1073      1   3 4.0 2.6       3.8   3.8
## 1074      0   3 3.0 2.8       4.0   5.0
## 1075      0   2 4.0 2.6       2.8   2.0
## 1076      0   3 2.8 2.8       3.2   2.4
## 1077      0   3 3.4 2.8       2.8   3.0
## 1078      1   3 2.4 2.6       4.0   3.6
## 1079      1   3 2.6 1.8       3.6   3.0
## 1080      0   3 3.2 2.4       4.0   4.0
## 1081      1   3 2.6 2.4       2.6   2.8
## 1082      0   3 2.6 3.2       3.0   3.6
## 1083      0   3 4.0 5.0       4.0   3.6
## 1084      0   3 3.6 2.8       4.0   3.6
## 1085      1   3 2.4 2.2       3.8   4.0
## 1086      1   3 4.6 4.4       5.0   4.2
## 1087      0   3 3.2 2.8       5.0   3.4
## 1088      1   3 2.0 2.4       1.8   3.8
## 1089      1   4 2.4 1.8       4.0   3.4
## 1090      0   3 3.4 2.6       5.0   4.4
## 1091      0   3 2.4 1.8       2.4   4.0
## 1092      0   3 3.6 2.2       4.2   4.0
## 1093      0   3 3.2 3.2       3.6   3.8
## 1094      1   3 3.2 2.8       4.0   3.6
## 1095      1   3 3.4 3.2       2.8   1.6
## 1096      0   3 2.4 2.6       3.0   3.8
## 1097      0   2 2.4 2.8       2.2   4.2
## 1098      1   3 3.4 2.4       2.2   3.6
## 1099      1   3 4.0 3.0       4.0   3.2
## 1100      0   3 3.6 3.0       5.0   4.6
## 1101      1   3 3.2 4.8       5.0   3.0
## 1102      0   3 3.0 2.6       4.0   3.0
## 1103      0   3 3.8 4.0       4.0   4.8
## 1104      1   4 3.2 3.0       4.0   3.6
## 1105      1   4 4.0 4.2       4.2   3.8
## 1106      1   3 3.8 4.2       4.2   3.8
## 1107      1   3 2.0 2.0       3.6   3.8
## 1108      0   3 3.6 3.6       3.4   3.4
## 1109      0   2 4.0 3.2       4.0   4.8
## 1110      0   2 3.6 3.2       4.0   3.6
## 1111      1   4 3.6 2.2       2.4   2.6
## 1112      0   3 3.4 3.2       4.6   4.0
## 1113      1   3 3.2 3.8       3.0   3.8
## 1114      0   2 4.0 3.4       4.6   4.0
## 1115      0   3 2.0 2.0       3.0   2.6
## 1116      0   3 2.0 3.0       2.2   2.4
## 1117      0   4 4.0 4.0       5.0   4.0
## 1118      1   2 3.0 3.0       3.0   3.0
## 1119      1   3 4.0 4.0       5.0   3.6
## 1120      0   3 5.0 4.0       5.0   4.0
## 1121      1   3 1.6 3.0       3.2   2.0
## 1122      1   3 1.0 2.0       3.0   3.0
## 1123      1   3 3.6 2.8       4.6   4.6
## 1124      1   3 4.4 3.2       5.0   4.8
## 1125      1   3 3.8 4.0       5.0   4.2
## 1126      0   3 2.4 2.8       4.0   3.6
## 1127      0   3 2.2 2.6       3.8   3.2
## 1128      1   3 3.0 1.6       2.4   2.6
## 1129      1   3 4.0 3.6       3.8   3.8
## 1130      0   3 3.8 3.8       4.6   3.2
## 1131      1   3 2.8 2.6       2.4   3.8
## 1132      0   3 3.6 2.6       3.6   2.8
## 1133      0   3 2.8 1.8       4.0   4.0
## 1134      1   1 2.2 2.0       1.6   2.6
## 1135      1   3 2.2 2.8       3.4   3.2
## 1136      0   3 2.0 2.0       2.8   4.6
## 1137      0   2 3.8 2.4       2.0   4.0
## 1138      0   4 2.8 1.8       2.6   3.8
## 1139      0   4 1.8 1.6       3.2   3.6
## 1140      0   3 3.0 2.8       3.0   3.6
## 1141      1   2 3.4 3.0       1.4   2.6
## 1142      1   3 3.6 2.4       3.6   3.0
## 1143      0   3 3.0 3.6       3.8   4.4
## 1144      0   3 4.0 3.8       4.0   4.0
## 1145      0   3 3.0 2.8       4.0   3.4
## 1146      0   3 2.8 2.4       2.4   3.8
## 1147      0   4 2.8 2.2       3.8   3.6
## 1148      0   3 3.4 2.6       3.6   4.0
## 1149      1   3 3.0 2.4       4.0   3.2
## 1150      0   3 3.6 2.4       3.8   3.6
## 1151      0   4 3.6 3.2       4.6   4.2
## 1152      0   2 2.8 2.0       3.6   3.2
## 1153      1   3 3.6 2.2       3.2   3.4
## 1154      1   3 4.2 5.0       5.0   4.8
## 1155      1   3 2.6 3.2       4.0   3.4
## 1156      1   3 4.0 3.2       3.8   2.4
## 1157      0   2 3.0 3.6       3.6   3.6
## 1158      0   3 2.0 2.2       3.4   2.4
## 1159      0   2 2.0 3.0       3.6   3.0
## 1160      0   3 4.0 3.4       4.0   3.8
## 1161      1   3 3.0 3.0       4.0   3.6
## 1162      1   3 3.0 3.0       4.0   2.4
## 1163      1   3 3.0 3.0       3.8   2.8
## 1164      1   3 3.0 3.0       3.8   2.4
## 1165      0   2 4.0 3.4       4.0   3.6
## 1166      0   3 4.6 3.6       5.0   3.8
## 1167      0   3 4.6 3.6       5.0   3.6
## 1168      0   3 4.6 3.6       5.0   3.8
## 1169      0   3 4.2 3.6       4.0   2.8
## 1170      0   3 3.6 3.8       4.2   4.6
## 1171      0   3 3.4 3.6       4.0   3.4
## 1172      1   3 2.6 2.0       2.2   2.0
## 1173      0   3 3.0 1.8       2.8   3.0
## 1174      0   2 2.8 2.0       2.0   2.4
## 1175      1   3 2.8 2.4       2.4   2.0
## 1176      0   3 2.6 2.4       4.0   4.0
## 1177      0   4 3.4 2.6       3.8   4.0
## 1178      0   3 3.4 1.6       4.0   3.0
## 1179      1   3 2.8 2.6       4.0   3.4
## 1180      1   3 2.6 1.6       3.0   3.2
## 1181      0   2 3.8 2.6       4.8   3.0
## 1182      1   3 2.2 3.0       3.6   2.6
## 1183      1   2 4.0 4.4       4.4   4.4
## 1184      0   3 2.2 1.6       3.0   2.4
## 1185      0   4 4.2 3.4       4.0   4.6
## 1186      0   3 2.0 2.4       1.8   2.4
## 1187      1   3 3.0 2.6       1.6   2.2
## 1188      1   3 4.0 3.8       4.6   4.0
## 1189      0   3 4.0 3.4       4.0   4.0
## 1190      1   2 3.4 3.6       3.4   3.0
## 1191      1   2 3.4 3.6       3.4   3.0
## 1192      0   2 2.0 2.2       2.6   3.0
## 1193      1   2 2.4 2.8       4.0   4.0
## 1194      0   2 3.6 3.6       5.0   3.6
## 1195      0   3 4.2 3.6       5.0   4.0
## 1196      1   2 2.0 2.0       2.4   2.0
## 1197      1   3 3.0 3.6       4.0   2.4
## 1198      0   3 4.0 4.0       4.8   2.8
## 1199      0   3 3.0 3.0       2.6   3.0
## 1200      0   4 3.2 3.4       4.8   4.2
## 1201      0   3 3.0 2.2       3.6   3.2
## 1202      0   2 2.8 2.0       2.0   3.4
## 1203      0   3 3.0 3.2       4.6   4.2
## 1204      0   2 3.2 2.2       3.8   3.2
## 1205      0   4 3.4 3.0       3.8   3.2
## 1206      0   3 2.6 2.4       2.6   3.2
## 1207      0   2 2.8 2.4       3.8   4.6
## 1208      0   3 3.2 3.0       4.4   3.4
## 1209      0   4 2.8 3.6       4.6   4.0
## 1210      1   4 3.4 3.0       4.0   3.4
## 1211      1   4 3.2 3.2       4.2   3.2
## 1212      0   4 2.2 2.6       4.0   3.6
## 1213      0   3 2.4 1.6       3.8   3.4
## 1214      0   3 2.8 2.2       3.6   3.8
## 1215      0   4 3.0 2.2       3.4   3.8
## 1216      0   3 3.6 3.6       4.0   3.4
## 1217      1   4 4.0 4.8       5.0   5.0
## 1218      0   4 3.2 2.8       4.2   2.6
## 1219      0   3 3.0 2.0       3.6   3.2
## 1220      1   3 4.0 2.4       3.6   3.2
## 1221      1   3 4.4 3.0       4.4   4.6
## 1222      0   3 4.6 3.2       3.8   3.0
## 1223      1   3 2.6 1.8       1.8   4.0
## 1224      0   4 3.6 2.0       4.4   4.6
## 1225      0   3 2.8 3.0       3.0   3.0
## 1226      0   3 3.4 2.2       4.0   4.2
## 1227      0   3 2.0 2.2       2.4   3.6
## 1228      1   3 4.4 3.4       3.4   3.4
## 1229      1   3 2.8 2.2       2.6   2.6
## 1230      0   3 2.6 1.2       3.4   3.6
## 1231      1   4 2.8 3.0       3.0   3.0
## 1232      0   4 4.6 3.6       5.0   4.4
## 1233      1   3 3.2 3.6       3.0   2.8
## 1234      0   3 3.6 3.8       3.0   3.0
## 1235      0   2 2.6 2.2       3.2   3.6
## 1236      1   3 3.0 3.6       4.0   2.4
## 1237      0   3 4.0 3.4       4.0   4.0
## 1238      0   3 4.0 4.0       4.8   2.8
## 1239      0   2 3.6 3.6       5.0   3.6
## 1240      0   2 2.0 2.2       2.6   3.0
## 1241      0   4 2.4 2.6       4.2   4.0
## 1242      1   2 3.4 3.6       3.4   3.0
## 1243      1   2 2.0 2.0       2.4   2.0
## 1244      0   3 3.0 3.0       2.6   3.0
## 1245      0   3 4.2 3.6       5.0   4.0
## 1246      0   3 2.6 3.2       4.0   3.4
## 1247      0   3 2.2 2.8       3.6   3.6
## 1248      1   3 4.0 2.4       4.0   3.0
## 1249      0   3 2.6 3.0       3.4   3.6
## 1250      0   3 2.4 3.0       4.0   3.6
## 1251      1   3 2.2 2.2       2.4   3.2
## 1252      0   3 2.8 2.0       4.0   3.2
## 1253      1   2 3.0 2.0       3.6   4.0
## 1254      0   3 4.0 3.8       4.2   4.2
## 1255      0   3 2.6 2.4       3.0   3.6
## 1256      0   3 3.2 3.6       4.2   4.0
## 1257      0   2 2.8 1.6       2.4   4.0
## 1258      0   3 3.0 2.0       2.8   3.8
## 1259      1   3 3.2 3.4       4.4   3.6
## 1260      1   3 3.4 1.8       3.0   4.0
## 1261      0   3 2.2 2.6       3.8   4.2
## 1262      0   3 3.0 2.8       2.2   3.4
## 1263      0   3 2.6 3.8       4.0   3.8
## 1264      1   3 2.4 2.6       3.4   3.2
## 1265      1   3 3.8 3.6       3.8   3.8
## 1266      0   3 2.6 2.4       3.2   4.0
## 1267      1   3 5.0 4.8       5.0   4.2
## 1268      1   4 4.0 4.0       4.0   4.0
## 1269      0   3 3.0 3.4       3.2   2.8
## 1270      1   4 4.0 4.2       4.0   4.0
## 1271      0   3 2.0 2.4       3.0   3.0
## 1272      0   3 4.0 4.0       4.0   4.0
## 1273      0   2 4.0 4.0       4.0   4.0
## 1274      1   3 4.0 4.0       4.0   4.0
## 1275      1   3 5.0 4.2       5.0   4.0
## 1276      1   3 4.0 4.0       4.0   4.0
## 1277      1   3 3.0 3.0       3.2   3.8
## 1278      0   3 3.0 3.8       3.6   2.4
## 1279      0   3 4.0 4.0       5.0   4.0
## 1280      0   3 3.0 3.0       3.0   3.0
## 1281      1   3 3.4 3.6       4.2   4.4
## 1282      1   3 3.0 2.0       3.8   3.0
## 1283      0   3 2.8 1.4       2.6   3.6
## 1284      1   3 3.2 3.8       4.2   4.2
## 1285      0   3 2.4 3.0       4.6   4.2
## 1286      0   3 3.2 3.0       4.0   3.6
## 1287      1   2 3.4 3.0       4.8   4.2
## 1288      1   3 2.2 2.0       2.2   3.8
## 1289      0   2 3.4 3.4       4.2   3.6
## 1290      0   3 4.4 4.0       4.0   3.8
## 1291      1   3 3.8 3.8       4.0   4.0
## 1292      0   3 2.8 2.6       4.0   3.8
## 1293      0   3 4.0 3.8       4.0   3.2
## 1294      1   3 3.2 2.4       4.0   3.6
## 1295      1   4 3.4 2.4       4.8   3.8
## 1296      1   3 4.0 4.0       4.0   4.0
## 1297      1   3 2.0 2.0       1.8   2.6
## 1298      0   4 2.8 3.4       4.0   4.2
## 1299      1   3 4.0 3.0       5.0   3.8
## 1300      1   2 3.5 2.4       3.2   4.0
## 1301      1   2 3.2 3.4       4.0   3.6
## 1302      1   3 3.2 2.0       3.0   4.0
## 1303      1   2 2.0 2.6       3.8   3.8
## 1304      0   2 3.8 3.8       4.0   3.4
## 1305      1   4 4.2 4.2       4.0   4.0
## 1306      0   3 4.0 2.2       4.0   2.6
## 1307      1   3 3.0 2.2       4.0   3.6
## 1308      0   3 3.8 3.4       4.0   3.6
## 1309      1   3 2.4 2.4       3.4   3.4
## 1310      0   3 2.4 2.2       2.6   3.2
## 1311      0   2 2.4 2.8       2.2   3.6
## 1312      0   3 2.4 2.4       4.6   3.4
## 1313      0   3 2.6 2.0       2.0   4.0
## 1314      1   3 4.0 3.2       5.0   4.0
## 1315      0   4 3.6 4.0       3.4   3.0
## 1316      0   3 3.8 4.0       4.0   4.0
## 1317      1   3 2.8 2.4       2.2   3.8
## 1318      1   3 4.0 3.4       4.0   4.0
## 1319      0   2 4.0 4.2       4.0   3.8
## 1320      1   3 3.8 2.2       4.0   4.0
## 1321      1   3 4.0 4.0       4.0   4.0
## 1322      1   3 2.4 2.6       3.2   2.4
## 1323      1   4 4.0 4.0       4.0   3.4
## 1324      0   4 4.6 4.2       4.0   4.0
## 1325      0   3 2.8 2.6       2.0   2.2
## 1326      0   3 4.0 3.6       3.6   4.0
## 1327      0   4 4.6 4.0       5.0   4.8
## 1328      1   3 3.0 3.4       3.6   3.8
## 1329      1   3 2.0 2.4       3.8   3.0
## 1330      1   2 3.4 3.6       3.4   3.0
## 1331      0   4 4.2 3.6       5.0   4.0
## 1332      0   3 3.2 2.8       4.0   3.6
## 1333      1   2 3.6 3.8       5.0   3.6
## 1334      0   2 2.0 2.2       2.6   3.0
## 1335      1   2 2.2 2.0       2.6   3.8
## 1336      1   3 3.2 2.8       3.2   2.8
## 1337      1   3 3.0 3.6       4.0   3.2
## 1338      1   3 2.0 2.2       2.0   2.0
## 1339      0   3 4.0 4.0       4.8   2.8
## 1340      0   3 4.0 3.4       4.0   4.0
## 1341      1   3 2.6 2.2       3.4   3.0
## 1342      1   3 3.8 2.2       3.4   3.0
## 1343      0   3 2.2 2.4       2.4   2.8
## 1344      1   4 3.6 3.2       4.0   4.0
## 1345      1   2 2.8 2.8       4.0   3.6
## 1346      0   3 2.4 2.4       3.8   3.2
## 1347      0   3 2.4 1.6       2.4   2.8
## 1348      0   3 2.4 2.8       4.0   3.2
## 1349      1   3 2.6 2.6       3.8   4.0
## 1350      1   2 2.2 2.0       2.4   3.6
## 1351      1   3 2.0 2.0       3.6   4.4
## 1352      1   2 3.4 3.6       4.0   3.6
## 1353      0   3 2.0 2.0       4.0   4.0
## 1354      1   3 2.6 2.0       3.2   3.6
## 1355      1   2 3.6 3.2       3.4   3.4
## 1356      1   3 3.6 2.8       3.6   4.2
## 1357      1   2 2.4 2.6       3.6   4.0
## 1358      1   3 3.8 3.2       4.0   4.4
## 1359      1   4 3.6 3.8       3.8   4.6
## 1360      1   2 3.6 2.2       3.6   3.6
## 1361      1   4 2.8 3.0       4.2   4.2
## 1362      1   2 3.8 2.8       3.4   3.8
## 1363      0   3 1.4 1.6       3.2   3.0
## 1364      0   3 2.8 3.0       4.2   4.4
## 1365      1   3 3.4 2.2       4.2   3.8
## 1366      0   3 3.2 2.4       4.6   3.6
## 1367      1   4 2.6 2.2       2.8   2.8
## 1368      1   4 2.8 2.0       2.6   3.2
## 1369      1   3 3.2 3.0       3.5   3.6
## 1370      0   3 2.6 3.0       3.0   4.0
## 1371      0   2 2.4 2.2       2.4   3.2
## 1372      0   3 2.0 2.4       2.2   3.8
## 1373      0   3 2.0 2.2       4.2   2.8
## 1374      0   2 2.8 2.6       3.8   3.4
## 1375      0   3 2.8 3.4       2.0   2.8
## 1376      1   3 3.0 3.6       4.0   4.2
## 1377      1   3 3.6 3.6       3.8   3.0
## 1378      1   4 3.8 2.2       3.8   3.6
## 1379      1   4 2.2 2.2       3.8   4.8
## 1380      1   4 3.8 2.0       3.6   3.9
## 1381      1   3 3.2 2.6       3.4   3.8
## 1382      0   3 2.8 3.2       4.0   3.4
## 1383      0   3 3.6 3.8       3.8   4.0
## 1384      0   3 1.6 2.0       2.8   3.2
## 1385      0   2 4.0 3.0       3.6   3.2
## 1386      0   3 3.0 3.0       3.0   3.0
## 1387      1   3 3.4 3.0       3.4   2.6
## 1388      0   3 2.8 3.4       3.0   2.6
## 1389      1   2 3.2 2.2       3.0   3.0
## 1390      0   2 2.8 3.0       3.0   3.0
## 1391      0   4 1.8 1.0       3.4   4.0
## 1392      0   4 2.2 3.0       3.6   4.0
## 1393      0   3 2.6 2.8       3.4   4.4
## 1394      1   3 3.0 2.8       3.4   4.2
## 1395      1   2 3.6 3.6       4.0   4.4
## 1396      1   2 3.4 1.6       3.4   3.4
## 1397      1   3 2.8 2.4       3.4   3.6
## 1398      0   4 3.0 3.6       3.8   4.2
## 1399      0   3 3.2 3.0       3.0   3.4
## 1400      0   3 3.2 3.0       3.6   3.2
## 1401      0   4 2.4 1.4       4.2   3.6
## 1402      0   3 3.0 3.4       2.8   3.8
## 1403      1   2 2.8 2.8       4.0   3.6
## 1404      0   3 2.4 2.4       3.6   4.4
## 1405      0   3 4.0 4.2       4.0   3.2
## 1406      0   3 2.6 2.6       4.0   3.6
## 1407      0   3 3.8 3.6       2.4   3.0
## 1408      1   3 3.0 2.8       3.6   3.6
## 1409      0   2 2.6 2.0       2.4   3.6
## 1410      0   3 2.6 2.2       3.8   3.8
## 1411      1   3 2.0 1.4       3.2   3.4
## 1412      0   3 1.6 2.4       3.0   3.8
## 1413      0   3 3.2 2.2       3.2   3.2
## 1414      0   3 4.0 3.6       4.6   3.8
## 1415      1   4 3.8 3.8       3.4   4.0
## 1416      1   4 3.4 3.2       4.0   3.8
## 1417      0   3 3.6 3.6       4.0   4.2
## 1418      0   4 4.0 4.0       3.8   3.2
## 1419      1   3 3.2 2.0       4.2   3.2
## 1420      1   3 3.2 2.0       4.2   3.2
## 1421      1   3 3.8 4.0       4.0   4.0
## 1422      0   3 3.2 2.2       4.0   3.0
## 1423      1   4 3.6 4.0       4.0   4.2
## 1424      1   3 3.8 3.0       4.0   3.8
## 1425      0   3 3.6 3.6       3.6   4.0
## 1426      0   2 2.6 2.6       3.8   3.6
## 1427      0   2 2.8 2.4       3.4   4.0
## 1428      0   2 3.6 2.4       3.4   3.2
## 1429      0   3 4.0 3.2       3.6   4.0
## 1430      0   3 2.4 2.8       4.8   4.4
## 1431      0   3 2.4 2.8       4.8   4.4
## 1432      0   4 3.0 2.8       3.2   3.6
## 1433      0   2 2.8 2.0       2.4   3.0
## 1434      0   2 3.8 3.2       4.4   3.2
## 1435      0   3 3.2 2.4       3.8   3.4
## 1436      1   2 3.8 3.4       4.0   4.6
## 1437      1   3 3.4 3.0       3.4   3.4
## 1438      1   2 2.0 2.8       2.2   2.0
## 1439      1   4 4.4 5.0       5.0   4.6
## 1440      0   3 3.4 3.2       3.6   3.4
## 1441      0   3 4.4 4.0       3.8   3.6
## 1442      1   3 3.8 3.6       3.6   3.4
## 1443      1   2 3.4 3.6       3.4   3.0
## 1444      0   3 4.0 3.4       4.0   4.0
## 1445      1   2 3.6 3.6       5.0   3.6
## 1446      0   2 2.0 2.2       2.6   3.0
## 1447      1   2 2.0 2.0       2.4   2.0
## 1448      1   2 2.0 2.0       2.4   2.0
## 1449      0   3 4.0 3.4       4.0   4.0
## 1450      0   2 3.6 3.6       5.0   3.6
## 1451      0   2 2.0 2.2       2.6   3.0
## 1452      0   4 4.2 3.6       5.0   4.0
## 1453      1   2 2.0 2.0       2.4   2.0
## 1454      1   3 3.2 2.8       3.2   2.8
## 1455      0   3 4.0 4.0       4.8   2.8
## 1456      1   2 3.4 3.6       3.4   3.0
## 1457      1   3 3.0 3.6       4.0   2.4
## 1458      1   3 3.0 3.6       4.0   2.4
## 1459      1   3 2.0 2.2       2.0   2.0
## 1460      0   3 3.0 3.0       2.6   3.0
## 1461      1   3 3.2 2.8       3.2   2.8
## 1462      0   3 4.0 4.0       4.8   2.8
## 1463      0   4 3.2 2.4       3.8   4.0
## 1464      1   2 3.4 3.0       3.0   3.0
## 1465      1   3 3.4 3.2       3.6   4.4
## 1466      0   3 3.4 2.8       3.8   3.6
## 1467      0   3 2.4 1.0       3.6   4.0
## 1468      0   3 3.8 2.4       4.4   4.8
## 1469      1   3 3.8 3.8       4.8   4.4
## 1470      0   3 3.2 3.0       3.5   3.6
## 1471      0   4 3.0 2.4       4.0   4.4
## 1472      1   3 2.8 1.6       2.4   3.4
## 1473      1   3 2.4 1.6       2.6   4.4
## 1474      0   4 3.0 2.4       5.0   5.0
## 1475      1   4 3.4 2.6       3.8   4.0
## 1476      1   2 2.6 3.8       4.0   4.0
## 1477      1   4 4.0 4.0       4.0   3.4
## 1478      1   2 3.0 2.0       3.0   2.2
## 1479      1   3 2.0 3.0       4.0   3.0
## 1480      1   3 2.6 2.8       3.6   3.6
## 1481      0   2 3.2 2.6       4.2   4.2
## 1482      1   3 3.6 3.0       3.0   4.0
## 1483      0   3 2.2 2.6       2.0   3.0
## 1484      0   2 2.4 2.0       2.4   2.8
## 1485      1   3 2.4 2.4       4.0   3.8
## 1486      1   3 3.4 3.6       4.0   3.8
## 1487      0   3 3.0 3.8       4.0   4.8
## 1488      1   3 3.4 3.4       3.8   3.0
## 1489      0   3 3.2 2.2       3.6   3.4
## 1490      0   2 3.0 3.2       3.2   3.4
## 1491      1   3 3.6 2.8       3.2   4.0
## 1492      0   2 2.4 3.2       3.6   4.0
## 1493      1   4 3.2 3.0       3.6   4.2
## 1494      0   4 3.4 2.4       3.6   3.8
## 1495      0   2 2.0 2.4       2.6   3.2
## 1496      0   3 2.4 1.8       4.0   4.0
## 1497      0   3 3.0 3.4       3.8   4.2
## 1498      1   2 4.6 4.4       4.6   4.2
## 1499      0   2 3.6 3.2       5.0   4.0
## 1500      1   3 3.0 2.4       2.2   3.6
## 1501      1   3 4.0 3.8       5.0   4.2
## 1502      1   2 3.4 2.4       3.8   3.4
## 1503      0   2 1.8 1.4       3.0   3.6
## 1504      0   3 3.8 3.0       3.8   4.0
## 1505      0   4 2.8 2.8       3.6   4.0
## 1506      1   3 2.4 2.4       2.4   3.2
## 1507      1   3 3.6 3.4       4.0   4.0
## 1508      0   2 2.8 2.4       3.8   4.0
## 1509      0   3 3.2 1.8       3.0   3.6
## 1510      0   3 2.0 2.8       3.6   3.6
## 1511      0   3 2.6 2.0       2.0   3.6
## 1512      1   3 3.6 2.4       3.0   4.0
## 1513      0   3 2.4 2.4       3.0   3.0
## 1514      0   3 3.0 2.4       4.0   3.6
## 1515      1   3 3.2 2.2       3.3   3.8
## 1516      0   2 2.8 1.8       3.4   3.8
## 1517      1   3 2.6 2.0       3.2   3.4
## 1518      0   3 3.0 1.6       3.6   3.8
## 1519      0   2 2.0 2.8       3.0   3.2
## 1520      0   3 3.4 3.8       4.0   4.0
## 1521      0   2 2.8 3.0       4.6   3.4
## 1522      0   2 3.0 1.8       3.2   3.0
## 1523      1   3 3.2 3.0       3.8   2.8
## 1524      1   3 3.2 2.8       4.0   4.0
## 1525      1   3 3.2 2.8       4.0   4.0
## 1526      0   2 3.2 2.0       3.8   3.2
## 1527      0   3 2.4 2.4       2.0   2.4
## 1528      1   3 3.8 3.2       4.2   3.6
## 1529      0   3 3.4 3.0       4.4   4.2
## 1530      1   4 2.0 2.8       2.8   3.2
## 1531      0   3 4.0 4.0       4.0   4.0
## 1532      0   4 4.0 3.2       4.0   4.0
## 1533      1   3 2.4 2.8       3.6   3.4
## 1534      0   3 4.0 4.4       4.4   4.2
## 1535      1   3 3.4 4.8       4.0   3.6
## 1536      0   2 3.8 4.8       4.6   4.0
## 1537      1   2 2.8 2.8       3.0   3.0
## 1538      0   3 2.2 1.4       3.6   5.0
## 1539      0   2 3.8 2.4       3.6   3.4
## 1540      1   4 4.0 2.8       4.4   5.0
## 1541      1   3 3.0 2.4       3.6   3.6
## 1542      0   3 2.4 1.8       2.0   3.0
## 1543      0   3 3.8 3.0       4.8   4.0
## 1544      0   3 3.8 4.4       4.4   4.4
## 1545      1   2 2.2 3.2       3.2   3.8
## 1546      0   3 3.6 3.2       4.2   4.0
## 1547      1   3 3.4 2.0       4.0   3.0
## 1548      0   3 2.8 3.0       3.6   3.6
## 1549      0   4 3.2 2.6       4.8   4.0
## 1550      0   4 3.0 3.0       3.2   3.8
## 1551      1   4 4.2 4.6       5.0   5.0
## 1552      1   3 2.8 3.2       4.0   4.0
## 1553      1   2 3.0 2.6       3.2   3.0
## 1554      0   3 3.4 3.8       5.0   3.8
## 1555      0   4 3.4 2.6       4.8   4.0
## 1556      0   3 3.4 3.4       4.0   4.0
## 1557      0   3 3.4 3.6       4.0   4.0
## 1558      0   2 3.8 3.4       2.4   4.4
## 1559      0   4 3.2 2.4       4.0   4.0
## 1560      0   3 2.4 3.4       5.0   3.6
## 1561      0   3 2.6 2.8       3.6   3.8
## 1562      1   3 2.6 3.0       4.0   4.2
## 1563      1   3 2.6 2.6       3.4   2.6
## 1564      0   3 3.2 3.4       4.2   4.0
## 1565      1   2 3.6 3.0       4.2   2.6
## 1566      1   2 2.4 2.2       3.2   4.4
## 1567      1   2 3.0 2.6       5.0   5.0
## 1568      1   2 4.0 3.0       4.0   4.2
## 1569      0   2 3.6 4.0       4.0   4.4
## 1570      1   3 3.6 3.0       3.8   3.4
## 1571      0   3 3.8 2.0       3.4   4.6
## 1572      0   3 3.0 2.4       2.0   2.8
## 1573      0   3 2.2 2.8       3.0   3.4
## 1574      0   2 3.2 3.0       3.8   4.4
## 1575      0   2 3.0 3.6       4.0   3.2
## 1576      0   3 3.6 3.8       4.2   3.8
## 1577      0   3 2.0 2.4       3.0   4.0
## 1578      1   3 4.0 4.0       4.0   4.0
## 1579      0   3 4.6 4.2       4.2   4.2
## 1580      1   3 4.2 4.6       3.8   3.6
## 1581      1   3 3.8 3.8       3.8   4.2
## 1582      1   3 3.8 2.4       3.2   4.4
## 1583      0   3 3.8 2.6       3.2   4.4
## 1584      0   2 3.0 2.4       3.4   3.8
## 1585      0   2 2.8 2.0       3.8   4.0
## 1586      0   3 2.0 3.8       4.0   4.0
## 1587      0   3 4.2 4.4       4.2   3.6
## 1588      0   3 3.6 2.8       4.2   3.6
## 1589      0   3 3.0 3.0       3.8   2.6
## 1590      0   1 2.6 1.4       2.0   3.6
## 1591      1   3 3.2 3.2       3.0   3.2
## 1592      1   3 1.9 2.0       2.8   1.6
## 1593      1   3 3.4 2.8       4.6   3.0
## 1594      0   3 2.0 2.0       2.0   1.6
## 1595      1   2 3.0 3.4       3.0   4.2
## 1596      0   3 3.0 3.2       4.8   4.4
## 1597      0   3 4.0 4.0       4.4   4.2
## 1598      0   3 3.0 2.6       3.8   3.4
## 1599      0   3 3.8 3.0       5.0   4.6
## 1600      1   3 3.8 3.0       4.6   4.4
## 1601      0   2 2.6 3.0       3.4   3.4
## 1602      1   2 4.0 2.8       4.0   3.2
## 1603      0   2 2.8 3.0       3.6   4.2
## 1604      0   3 3.4 3.0       3.2   3.8
## 1605      0   2 2.8 1.8       4.0   3.8
## 1606      1   2 3.6 2.6       2.6   2.4
## 1607      0   3 3.4 2.8       3.0   3.0
## 1608      1   3 4.0 3.6       3.4   4.0
## 1609      0   3 3.8 3.2       4.0   3.4
## 1610      1   3 3.6 2.4       2.4   3.2
## 1611      0   3 3.6 2.2       3.8   4.4
## 1612      0   2 3.0 2.8       3.6   3.4
## 1613      0   3 3.2 2.4       3.6   2.8
## 1614      0   3 4.2 2.4       3.8   3.4
## 1615      0   3 3.2 2.4       3.2   3.4
## 1616      0   3 3.2 2.8       3.6   3.4
## 1617      0   3 3.2 2.4       3.0   2.8
## 1618      0   4 3.4 3.2       4.0   4.0
## 1619      0   3 3.4 3.2       4.0   4.0
## 1620      1   3 3.4 2.8       4.0   4.0
## 1621      1   3 3.4 1.8       3.6   3.0
## 1622      1   3 3.0 2.6       3.8   3.4
## 1623      0   3 3.8 2.6       4.0   3.8
## 1624      0   4 3.4 3.0       3.8   3.8
## 1625      1   4 4.0 4.2       3.8   3.0
## 1626      0   3 3.2 2.6       3.6   3.4
## 1627      1   3 3.4 2.8       3.6   4.2
## 1628      0   3 3.4 2.0       3.2   2.2
## 1629      0   3 2.6 2.0       3.2   3.2
## 1630      1   3 4.0 2.4       4.2   3.2
## 1631      1   3 3.2 2.4       3.8   2.0
## 1632      0   2 4.0 2.0       3.4   2.0
## 1633      0   3 3.0 2.0       2.4   3.4
## 1634      1   3 2.8 2.0       3.0   3.4
## 1635      1   3 3.4 2.8       3.6   4.2
## 1636      0   3 2.8 2.8       3.8   3.2
## 1637      1   3 2.8 2.0       3.0   3.4
## 1638      0   3 2.0 2.0       2.6   2.4
## 1639      0   2 3.0 3.4       3.2   3.6
## 1640      0   3 4.4 3.2       3.8   4.6
## 1641      0   3 2.8 2.2       3.6   3.6
## 1642      0   3 3.0 2.6       4.0   2.8
## 1643      0   3 3.2 2.0       2.4   3.2
## 1644      0   3 3.8 3.4       4.0   3.6
## 1645      0   3 2.2 1.8       3.6   2.8
## 1646      1   3 2.2 2.0       2.8   3.2
## 1647      0   3 3.8 3.8       4.8   4.6
## 1648      1   2 3.0 3.8       4.4   4.0
## 1649      0   2 1.4 3.0       2.0   3.6
## 1650      0   2 3.0 3.6       2.2   3.0
## 1651      0   2 3.2 1.8       2.8   2.4
## 1652      0   2 2.4 2.6       3.0   3.0
## 1653      0   2 2.8 3.2       2.6   3.4
## 1654      1   2 2.4 2.8       2.4   2.4
## 1655      1   2 3.2 2.8       3.6   2.8
## 1656      0   2 2.0 3.0       3.8   4.2
## 1657      0   2 3.0 2.8       2.6   2.6
## 1658      0   2 2.6 3.0       3.2   2.8
## 1659      0   2 4.0 2.6       3.4   2.8
## 1660      1   2 2.6 3.0       3.2   2.8
## 1661      0   3 3.8 2.4       2.4   2.8
## 1662      1   3 1.0 1.0       2.6   3.0
## 1663      0   2 3.2 2.4       3.6   3.6
## 1664      1   2 3.0 3.4       3.0   4.2
## 1665      0   2 3.8 2.8       3.8   3.6
## 1666      1   3 2.6 3.8       2.6   3.8
## 1667      1   2 4.4 3.0       5.0   4.6
## 1668      1   3 4.0 3.8       3.2   3.6
## 1669      1   3 4.0 4.6       5.0   4.6
## 1670      0   2 3.6 3.6       4.0   3.0
## 1671      1   2 4.0 2.6       3.4   2.8
## 1672      0   2 3.2 3.0       2.8   2.2
## 1673      1   2 3.2 3.0       2.8   2.2
## 1674      0   3 2.2 2.0       3.6   3.6
## 1675      1   2 3.6 3.2       3.8   3.0
## 1676      0   2 4.6 3.2       4.0   4.0
## 1677      0   2 4.0 2.4       3.0   3.0
## 1678      0   2 2.0 2.2       3.8   2.8
## 1679      0   2 2.4 3.0       5.0   4.4
## 1680      1   2 5.0 4.2       5.0   5.0
## 1681      1   3 4.2 3.8       4.0   3.8
## 1682      1   3 3.2 2.4       4.0   2.8
## 1683      0   3 4.0 3.8       4.4   2.6
## 1684      1   3 3.0 1.2       4.0   2.2
## 1685      1   3 3.6 2.4       2.8   2.6
## 1686      1   3 2.0 4.0       3.4   3.4
## 1687      0   3 3.0 3.0       3.4   3.4
## 1688      0   3 3.6 2.8       4.0   3.4
## 1689      0   3 3.8 3.4       3.8   3.4
## 1690      0   2 3.2 3.0       2.8   2.2
## 1691      1   2 3.6 3.6       4.6   3.2
## 1692      0   3 3.2 3.6       3.2   3.0
## 1693      0   1 3.4 3.4       4.0   3.4
## 1694      0   3 2.6 2.6       2.2   3.8
## 1695      0   3 2.8 2.6       4.0   3.6
## 1696      1   2 3.0 3.4       2.0   2.2
## 1697      1   2 3.8 2.4       4.0   3.8
## 1698      0   3 2.4 3.2       3.4   3.4
## 1699      0   3 2.8 3.4       3.2   3.0
## 1700      0   3 3.4 2.0       4.0   2.6
## 1701      0   2 3.2 2.8       3.4   3.4
## 1702      1   3 2.0 4.0       3.4   3.4
## 1703      1   2 4.0 4.0       3.4   2.8
## 1704      1   2 2.6 3.0       3.2   2.8
## 1705      1   3 4.0 2.6       3.4   2.8
## 1706      1   3 4.0 2.6       3.4   2.8
## 1707      0   3 2.8 3.4       3.6   4.2
## 1708      0   2 3.2 3.2       3.0   3.2
## 1709      1   3 4.2 2.6       3.2   3.6
## 1710      0   2 2.8 2.8       3.4   3.0
## 1711      0   3 3.0 2.8       3.6   3.6
## 1712      0   3 2.6 3.0       3.6   3.6
## 1713      0   3 2.2 3.4       4.4   2.6
## 1714      0   3 3.6 4.0       4.4   3.8
## 1715      0   3 4.6 3.6       4.0   3.6
## 1716      0   3 4.0 2.8       3.8   4.0
## 1717      1   3 4.0 3.2       4.0   3.0
## 1718      1   3 3.2 2.4       3.8   3.2
## 1719      1   3 2.6 3.0       4.2   3.0
## 1720      1   3 3.6 3.4       3.4   3.0
## 1721      0   3 3.4 2.2       4.0   3.4
## 1722      1   3 4.4 3.0       4.2   3.0
## 1723      1   3 3.4 3.2       4.4   3.8
## 1724      1   3 1.8 2.2       3.0   2.8
## 1725      1   3 3.4 3.0       3.0   3.2
## 1726      1   3 4.6 4.6       4.2   3.2
## 1727      0   3 2.2 2.2       2.4   2.6
## 1728      0   2 3.8 2.6       3.0   3.4
## 1729      1   3 3.0 2.4       3.2   3.2
## 1730      1   3 3.8 4.2       3.6   3.8
## 1731      1   3 4.6 3.8       3.2   4.4
## 1732      0   2 4.0 3.4       3.0   2.6
## 1733      0   3 3.0 3.0       3.0   3.4
## 1734      1   3 4.0 3.8       4.0   4.0
## 1735      0   3 3.2 2.6       3.2   3.6
## 1736      1   2 2.6 3.0       3.2   2.8
## 1737      0   3 3.4 2.8       3.8   4.4
## 1738      0   3 3.6 3.8       4.0   4.0
## 1739      1   3 3.8 3.8       4.8   5.0
## 1740      0   3 4.0 3.0       4.0   4.2
## 1741      0   3 3.2 3.8       3.2   2.8
## 1742      0   3 2.8 2.8       3.0   4.0
## 1743      0   3 2.8 3.6       3.8   4.2
## 1744      0   3 3.4 3.6       4.0   3.4
## 1745      0   3 3.0 2.6       4.0   3.0
## 1746      0   3 2.8 2.2       3.0   3.2
## 1747      0   3 3.0 2.6       3.4   3.4
## 1748      0   3 2.8 3.4       3.0   3.6
## 1749      1   3 3.2 2.0       3.2   3.6
## 1750      1   3 3.6 3.0       3.8   4.0
## 1751      1   3 3.8 3.6       3.8   3.6
## 1752      1   3 4.4 4.0       4.6   3.6
## 1753      1   3 4.8 4.2       4.2   4.6
## 1754      1   3 5.0 5.0       5.0   4.6
## 1755      1   3 4.0 4.8       4.2   4.0
## 1756      1   3 3.8 2.8       3.2   3.2
## 1757      1   2 2.6 3.0       3.2   2.8
## 1758      1   2 2.6 3.0       3.2   2.8
## 1759      0   2 2.6 3.0       3.2   2.8
## 1760      1   3 3.2 3.0       2.8   2.2
## 1761      0   3 3.2 2.8       3.6   4.2
## 1762      0   3 4.8 4.8       4.4   3.6
## 1763      1   2 2.6 2.6       3.2   3.4
## 1764      0   3 4.0 3.2       4.4   4.4
## 1765      0   3 2.6 1.4       2.6   2.4
## 1766      0   3 2.6 1.4       2.6   2.4
## 1767      1   3 3.2 3.0       3.0   2.8
## 1768      1   2 3.8 4.4       4.2   3.6
## 1769      0   3 2.2 2.8       2.8   3.2
## 1770      0   4 3.2 3.2       3.8   3.4
## 1771      0   3 4.6 3.6       4.8   3.6
## 1772      1   3 3.6 4.0       5.0   4.4
## 1773      1   2 2.8 3.0       3.4   3.8
## 1774      0   3 2.8 3.0       2.8   3.6
## 1775      1   3 4.8 4.4       5.0   4.4
## 1776      0   3 2.8 2.6       2.6   4.0
## 1777      0   3 4.2 4.4       4.2   4.0
## 1778      0   3 3.8 3.0       4.2   4.2
## 1779      1   3 3.0 2.0       4.2   2.8
## 1780      0   3 3.0 3.4       3.0   2.4
## 1781      1   3 3.8 4.2       5.0   4.6
## 1782      1   2 3.4 3.0       3.0   3.2
## 1783      1   3 3.8 3.8       4.4   4.2
## 1784      1   2 2.6 2.6       4.2   3.8
## 1785      0   3 5.0 3.6       5.0   3.6
## 1786      1   1 4.2 3.6       4.4   3.4
## 1787      0   3 3.0 3.0       3.2   3.4
## 1788      0   3 4.0 4.0       3.8   4.0
## 1789      1   3 4.0 4.2       4.0   4.2
## 1790      0   3 2.0 3.0       3.2   3.0
## 1791      1   3 3.4 2.6       4.0   4.0
## 1792      0   3 2.8 2.2       3.6   3.0
## 1793      1   3 2.6 2.6       4.0   3.8
## 1794      0   3 4.0 4.2       4.8   4.4
## 1795      0   3 3.0 3.8       4.0   3.8
## 1796      0   3 2.8 2.2       3.8   3.6
## 1797      0   3 4.0 2.4       4.0   4.2
## 1798      1   2 4.0 3.2       5.0   4.6
## 1799      0   3 3.6 3.4       3.6   3.2
## 1800      0   3 2.4 2.6       2.2   4.4
## 1801      1   3 3.8 3.2       4.0   3.4
## 1802      0   3 4.0 3.0       4.8   3.8
## 1803      1   3 3.8 3.2       4.0   3.4
## 1804      0   3 4.0 3.0       4.8   3.8
## 1805      0   3 4.0 3.0       4.2   4.8
## 1806      1   3 4.2 3.8       3.2   4.0
## 1807      0   3 3.4 2.8       3.8   3.8
## 1808      1   3 2.4 2.0       2.8   3.6
## 1809      1   3 3.8 3.2       4.0   3.0
## 1810      1   4 4.0 3.2       3.0   2.6
## 1811      1   2 2.6 3.0       3.8   2.6
## 1812      1   3 2.8 2.0       3.8   4.6
## 1813      0   3 4.6 3.4       4.2   3.6
## 1814      0   3 3.0 2.0       3.4   3.0
## 1815      0   3 2.0 2.2       2.0   3.4
## 1816      0   3 3.2 2.4       4.0   2.8
## 1817      0   3 1.4 1.0       2.4   2.6
## 1818      1   1 3.6 3.0       3.4   4.2
## 1819      1   3 4.2 3.4       4.0   3.2
## 1820      1   3 2.0 1.2       2.8   3.0
## 1821      0   4 3.0 1.8       3.6   3.8
## 1822      0   3 3.4 1.0       2.4   2.6
## 1823      1   3 4.2 3.0       3.2   3.6
## 1824      0   3 5.0 4.4       5.0   3.4
## 1825      1   2 3.0 3.0       3.0   3.0
## 1826      1   3 4.0 3.2       4.4   3.0
## 1827      1   2 3.4 2.4       2.6   2.0
## 1828      1   3 3.0 2.8       4.0   4.2
## 1829      1   1 2.6 3.0       3.2   2.8
## 1830      0   4 3.0 3.2       3.8   3.4
## 1831      0   3 2.8 2.2       2.8   3.8
## 1832      0   3 2.2 2.2       4.0   4.2
## 1833      0   3 3.4 2.2       2.0   3.6
## 1834      0   3 3.2 2.6       3.0   3.4
## 1835      0   3 3.2 2.4       3.8   2.8
## 1836      0   3 2.0 2.0       4.0   4.0
## 1837      0   3 2.4 2.4       3.8   4.4
## 1838      1   3 2.0 2.4       1.8   3.4
## 1839      1   3 3.8 2.2       4.0   3.8
## 1840      1   1 3.4 3.0       3.4   4.0
## 1841      0   3 3.4 2.2       2.8   3.6
## 1842      0   3 2.8 3.4       4.0   3.2
## 1843      0   3 3.0 2.8       4.0   3.8
## 1844      0   3 4.0 2.6       3.8   4.6
## 1845      0   3 3.2 2.2       3.6   3.0
## 1846      1   3 3.4 3.6       3.6   4.2
## 1847      0   3 2.8 2.8       2.6   2.2
## 1848      1   2 3.6 2.0       2.8   3.8
## 1849      0   3 4.6 4.2       4.8   4.6
## 1850      1   3 3.4 2.2       3.8   3.4
## 1851      1   2 3.0 3.0       3.6   3.2
## 1852      0   3 3.6 3.4       4.0   3.8
## 1853      0   3 2.8 1.6       3.6   3.0
## 1854      0   3 3.2 3.0       3.8   3.8
## 1855      1   3 3.2 2.2       3.8   4.0
## 1856      1   2 2.6 2.4       4.0   3.4
## 1857      0   3 2.0 2.4       3.0   2.4
## 1858      0   3 3.0 3.2       3.2   3.0
## 1859      0   3 2.2 3.0       3.8   4.0
## 1860      0   2 2.8 3.2       2.2   2.4
## 1861      1   2 3.2 2.8       4.2   3.8
## 1862      0   3 2.8 2.0       5.0   2.6
## 1863      1   2 1.8 1.0       2.4   2.8
## 1864      1   2 3.6 3.4       3.8   3.0
## 1865      1   4 4.0 4.2       4.2   4.2
## 1866      1   3 2.0 3.0       5.0   5.0
## 1867      0   3 3.0 3.0       4.0   4.2
## 1868      1   4 3.4 2.6       3.4   4.2
## 1869      1   3 4.6 3.8       2.8   2.8
## 1870      0   3 3.0 3.6       4.0   3.0
## 1871      1   3 4.8 3.8       4.0   4.0
## 1872      0   3 3.6 3.8       4.0   2.8
## 1873      0   3 2.8 2.8       4.0   2.8
## 1874      1   3 2.6 2.4       4.0   4.0
## 1875      0   3 2.0 1.6       3.6   4.0
## 1876      0   3 3.2 3.6       4.4   4.8
## 1877      0   2 2.8 1.8       3.2   3.0
## 1878      1   3 2.0 2.2       3.8   3.6
## 1879      1   3 4.2 3.4       4.0   3.6
## 1880      0   3 3.4 3.8       4.0   3.6
## 1881      1   3 4.4 3.2       4.2   4.0
## 1882      0   3 3.4 3.4       4.0   3.4
## 1883      1   3 4.2 5.0       4.6   4.6
## 1884      0   2 3.6 1.8       3.8   3.8
## 1885      0   3 3.0 3.8       4.8   4.0
## 1886      0   2 1.8 1.4       3.0   4.0
## 1887      0   3 5.0 3.2       5.0   2.6
## 1888      1   4 3.2 3.0       4.0   3.8
## 1889      1   3 5.0 4.6       5.0   5.0
## 1890      1   2 2.8 2.4       3.4   3.0
## 1891      0   3 2.2 3.0       3.6   3.4
## 1892      1   3 3.6 2.4       3.6   3.6
## 1893      0   2 3.0 2.4       3.0   3.0
## 1894      1   3 4.2 3.2       4.2   3.2
## 1895      1   3 2.2 1.8       2.4   2.2
## 1896      1   3 3.8 3.2       4.8   4.2
## 1897      1   3 2.2 1.8       2.4   2.2
## 1898      1   3 4.8 3.2       3.4   3.2
## 1899      1   2 1.4 1.8       1.4   2.4
## 1900      0   3 3.8 4.0       3.8   3.6
## 1901      0   3 3.8 4.4       4.0   4.4
## 1902      0   3 3.6 2.8       3.8   3.0
## 1903      1   3 3.8 3.4       4.2   5.0
## 1904      1   3 4.6 4.2       4.0   3.0
## 1905      1   3 4.6 2.8       4.4   2.8
## 1906      1   3 4.0 4.0       4.2   4.2
## 1907      0   2 3.2 2.4       2.6   3.0
## 1908      1   3 2.2 3.0       3.0   3.2
## 1909      0   3 3.8 3.0       3.6   3.4
## 1910      1   3 2.6 2.8       2.4   3.4
## 1911      1   3 3.8 3.6       3.2   3.4
## 1912      1   2 3.4 3.4       3.4   3.4
## 1913      1   3 3.6 3.6       4.0   3.2
## 1914      1   3 3.2 3.2       2.8   3.4
## 1915      1   3 2.4 2.6       3.8   3.2
## 1916      0   3 2.4 1.8       3.2   3.6
## 1917      0   3 4.0 3.4       4.0   3.4
## 1918      0   2 3.4 2.2       2.6   3.4
## 1919      1   2 3.2 3.4       3.6   2.8
## 1920      1   3 3.8 2.6       3.4   3.6
## 1921      1   2 1.8 2.0       2.0   2.0
## 1922      0   2 2.4 1.0       3.4   3.4
## 1923      0   2 4.2 2.2       3.4   3.6
## 1924      1   2 3.2 3.4       3.0   3.8
## 1925      0   3 2.0 1.0       3.0   3.2
library(dplyr)
## 
## 다음의 패키지를 부착합니다: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
glimpse(df)
## Rows: 1,925
## Columns: 26
## $ Q1        <int> 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, …
## $ Q2        <int> 4, 4, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 2, 2, …
## $ Q3        <int> 2, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 4, 4, 3, 2, 3, …
## $ Q4        <int> 3, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 2, 4, 4, 4, 2, 2, 4, …
## $ Q5        <int> 4, 4, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 4, 4, 4, 4, 3, 1, 2, …
## $ Q6        <int> 2, 3, 4, 4, 4, 4, 4, 4, 1, 2, 2, 2, 4, 4, 3, 5, 2, 2, 1, 4, …
## $ Q7        <int> 2, 2, 4, 4, 4, 4, 4, 4, 3, 4, 4, 4, 5, 4, 4, 5, 4, 3, 4, 4, …
## $ Q8        <int> 4, 4, 4, 4, 4, 4, 5, 5, 2, 2, 4, 4, 4, 4, 3, 5, 4, 2, 4, 4, …
## $ Q9        <int> 4, 4, 4, 4, 2, 4, 5, 5, 3, 4, 4, 4, 2, 2, 4, 5, 2, 4, 2, 4, …
## $ Q10       <int> 4, 4, 2, 4, 4, 4, 5, 5, 2, 4, 2, 4, 4, 4, 3, 4, 4, 3, 2, 3, …
## $ Q11       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 3, 4, 4, 4, 4, 5, 4, 3, 3, …
## $ Q12       <int> 4, 4, 4, 4, 4, 4, 5, 5, 3, 4, 4, 3, 4, 3, 3, 4, 5, 4, 4, 2, …
## $ Q13       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 2, 4, 4, 4, 5, 4, 4, 4, …
## $ Q14       <int> 4, 4, 4, 4, 4, 4, 5, 5, 5, 4, 4, 4, 3, 4, 5, 4, 5, 4, 4, 4, …
## $ Q15       <int> 4, 4, 3, 4, 4, 4, 4, 2, 3, 4, 4, 3, 1, 4, 4, 4, 5, 4, 4, 4, …
## $ Q16       <int> 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, 4, 4, 4, 5, 4, 5, 4, 4, 4, …
## $ Q17       <int> 4, 3, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 3, 2, 4, 5, 4, 4, 3, 4, …
## $ Q18       <int> 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, …
## $ Q19       <int> 4, 2, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 1, 4, 4, 4, 5, 4, 2, 3, …
## $ Q20       <int> 4, 1, 3, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 2, 4, 5, 5, 4, 2, 4, …
## $ Gender    <int> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, …
## $ EDU       <int> 1, 1, 2, 1, 2, 1, 1, 1, 4, 3, 2, 1, 1, 3, 3, 2, 1, 1, 1, 4, …
## $ BF        <dbl> 3.4, 4.0, 3.6, 4.2, 4.0, 4.0, 3.6, 3.6, 3.6, 3.2, 4.0, 3.2, …
## $ BM        <dbl> 3.2, 3.4, 3.6, 4.0, 3.6, 4.0, 4.6, 4.6, 2.2, 3.2, 3.2, 3.6, …
## $ Happiness <dbl> 4.0, 4.0, 3.8, 4.0, 4.0, 4.0, 4.8, 4.4, 3.8, 4.0, 4.0, 3.4, …
## $ Peace     <dbl> 4.0, 2.8, 3.8, 4.0, 4.0, 4.0, 3.8, 2.4, 4.0, 3.2, 4.0, 3.9, …
#Gender와 EDU의 자료형태를 int에서 fct로 변경
df$Gender<-factor(df$Gender)
df$EDU<-factor(df$EDU)
glimpse(df)
## Rows: 1,925
## Columns: 26
## $ Q1        <int> 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, …
## $ Q2        <int> 4, 4, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 2, 2, …
## $ Q3        <int> 2, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 4, 4, 3, 2, 3, …
## $ Q4        <int> 3, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 2, 4, 4, 4, 2, 2, 4, …
## $ Q5        <int> 4, 4, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 4, 4, 4, 4, 3, 1, 2, …
## $ Q6        <int> 2, 3, 4, 4, 4, 4, 4, 4, 1, 2, 2, 2, 4, 4, 3, 5, 2, 2, 1, 4, …
## $ Q7        <int> 2, 2, 4, 4, 4, 4, 4, 4, 3, 4, 4, 4, 5, 4, 4, 5, 4, 3, 4, 4, …
## $ Q8        <int> 4, 4, 4, 4, 4, 4, 5, 5, 2, 2, 4, 4, 4, 4, 3, 5, 4, 2, 4, 4, …
## $ Q9        <int> 4, 4, 4, 4, 2, 4, 5, 5, 3, 4, 4, 4, 2, 2, 4, 5, 2, 4, 2, 4, …
## $ Q10       <int> 4, 4, 2, 4, 4, 4, 5, 5, 2, 4, 2, 4, 4, 4, 3, 4, 4, 3, 2, 3, …
## $ Q11       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 3, 4, 4, 4, 4, 5, 4, 3, 3, …
## $ Q12       <int> 4, 4, 4, 4, 4, 4, 5, 5, 3, 4, 4, 3, 4, 3, 3, 4, 5, 4, 4, 2, …
## $ Q13       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 2, 4, 4, 4, 5, 4, 4, 4, …
## $ Q14       <int> 4, 4, 4, 4, 4, 4, 5, 5, 5, 4, 4, 4, 3, 4, 5, 4, 5, 4, 4, 4, …
## $ Q15       <int> 4, 4, 3, 4, 4, 4, 4, 2, 3, 4, 4, 3, 1, 4, 4, 4, 5, 4, 4, 4, …
## $ Q16       <int> 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, 4, 4, 4, 5, 4, 5, 4, 4, 4, …
## $ Q17       <int> 4, 3, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 3, 2, 4, 5, 4, 4, 3, 4, …
## $ Q18       <int> 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, …
## $ Q19       <int> 4, 2, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 1, 4, 4, 4, 5, 4, 2, 3, …
## $ Q20       <int> 4, 1, 3, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 2, 4, 5, 5, 4, 2, 4, …
## $ Gender    <fct> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, …
## $ EDU       <fct> 1, 1, 2, 1, 2, 1, 1, 1, 4, 3, 2, 1, 1, 3, 3, 2, 1, 1, 1, 4, …
## $ BF        <dbl> 3.4, 4.0, 3.6, 4.2, 4.0, 4.0, 3.6, 3.6, 3.6, 3.2, 4.0, 3.2, …
## $ BM        <dbl> 3.2, 3.4, 3.6, 4.0, 3.6, 4.0, 4.6, 4.6, 2.2, 3.2, 3.2, 3.6, …
## $ Happiness <dbl> 4.0, 4.0, 3.8, 4.0, 4.0, 4.0, 4.8, 4.4, 3.8, 4.0, 4.0, 3.4, …
## $ Peace     <dbl> 4.0, 2.8, 3.8, 4.0, 4.0, 4.0, 3.8, 2.4, 4.0, 3.2, 4.0, 3.9, …
levels(df$Gender)
## [1] "0" "1"
levels(df$EDU)
## [1] "1" "2" "3" "4"
library(plyr)
## ------------------------------------------------------------------------------
## You have loaded plyr after dplyr - this is likely to cause problems.
## If you need functions from both plyr and dplyr, please load plyr first, then dplyr:
## library(plyr); library(dplyr)
## ------------------------------------------------------------------------------
## 
## 다음의 패키지를 부착합니다: 'plyr'
## The following object is masked _by_ '.GlobalEnv':
## 
##     summarise
## The following objects are masked from 'package:dplyr':
## 
##     arrange, count, desc, failwith, id, mutate, rename, summarise,
##     summarize
df$Gender<-revalue(df$Gender,replace = c("0"="female","1"="male"))
df$EDU<-revalue(df$EDU,replace = c('1'='high','2'='university','3'='graduate','4'='phd'))
glimpse(df)
## Rows: 1,925
## Columns: 26
## $ Q1        <int> 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, …
## $ Q2        <int> 4, 4, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 2, 2, …
## $ Q3        <int> 2, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 4, 4, 3, 2, 3, …
## $ Q4        <int> 3, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 2, 4, 4, 4, 2, 2, 4, …
## $ Q5        <int> 4, 4, 2, 4, 4, 4, 4, 4, 2, 4, 4, 2, 4, 4, 4, 4, 4, 3, 1, 2, …
## $ Q6        <int> 2, 3, 4, 4, 4, 4, 4, 4, 1, 2, 2, 2, 4, 4, 3, 5, 2, 2, 1, 4, …
## $ Q7        <int> 2, 2, 4, 4, 4, 4, 4, 4, 3, 4, 4, 4, 5, 4, 4, 5, 4, 3, 4, 4, …
## $ Q8        <int> 4, 4, 4, 4, 4, 4, 5, 5, 2, 2, 4, 4, 4, 4, 3, 5, 4, 2, 4, 4, …
## $ Q9        <int> 4, 4, 4, 4, 2, 4, 5, 5, 3, 4, 4, 4, 2, 2, 4, 5, 2, 4, 2, 4, …
## $ Q10       <int> 4, 4, 2, 4, 4, 4, 5, 5, 2, 4, 2, 4, 4, 4, 3, 4, 4, 3, 2, 3, …
## $ Q11       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 3, 4, 4, 4, 4, 5, 4, 3, 3, …
## $ Q12       <int> 4, 4, 4, 4, 4, 4, 5, 5, 3, 4, 4, 3, 4, 3, 3, 4, 5, 4, 4, 2, …
## $ Q13       <int> 4, 4, 4, 4, 4, 4, 5, 5, 4, 4, 4, 4, 2, 4, 4, 4, 5, 4, 4, 4, …
## $ Q14       <int> 4, 4, 4, 4, 4, 4, 5, 5, 5, 4, 4, 4, 3, 4, 5, 4, 5, 4, 4, 4, …
## $ Q15       <int> 4, 4, 3, 4, 4, 4, 4, 2, 3, 4, 4, 3, 1, 4, 4, 4, 5, 4, 4, 4, …
## $ Q16       <int> 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, 4, 4, 4, 5, 4, 5, 4, 4, 4, …
## $ Q17       <int> 4, 3, 4, 4, 4, 4, 2, 2, 4, 4, 4, 4, 3, 2, 4, 5, 4, 4, 3, 4, …
## $ Q18       <int> 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 2, 4, 4, 4, …
## $ Q19       <int> 4, 2, 4, 4, 4, 4, 4, 2, 4, 2, 4, 4, 1, 4, 4, 4, 5, 4, 2, 3, …
## $ Q20       <int> 4, 1, 3, 4, 4, 4, 4, 2, 4, 2, 4, 4, 4, 2, 4, 5, 5, 4, 2, 4, …
## $ Gender    <fct> female, female, female, female, female, female, female, fema…
## $ EDU       <fct> high, high, university, high, university, high, high, high, …
## $ BF        <dbl> 3.4, 4.0, 3.6, 4.2, 4.0, 4.0, 3.6, 3.6, 3.6, 3.2, 4.0, 3.2, …
## $ BM        <dbl> 3.2, 3.4, 3.6, 4.0, 3.6, 4.0, 4.6, 4.6, 2.2, 3.2, 3.2, 3.6, …
## $ Happiness <dbl> 4.0, 4.0, 3.8, 4.0, 4.0, 4.0, 4.8, 4.4, 3.8, 4.0, 4.0, 3.4, …
## $ Peace     <dbl> 4.0, 2.8, 3.8, 4.0, 4.0, 4.0, 3.8, 2.4, 4.0, 3.2, 4.0, 3.9, …
table(df$Gender)
## 
## female   male 
##   1136    789
table(df$EDU)
## 
##       high university   graduate        phd 
##        233        472       1022        198
#table함수를 이용한 교차 분석
table(df$Gender,df$EDU)
##         
##          high university graduate phd
##   female  182        277      582  95
##   male     51        195      440 103
#빈도의 비율 보기
a<-table(df$Gender)
b<-table(df$EDU)
prop.table(a)
## 
##    female      male 
## 0.5901299 0.4098701
prop.table(b)
## 
##       high university   graduate        phd 
##  0.1210390  0.2451948  0.5309091  0.1028571
e<-table(df$Gender,df$EDU)
prop.table(e)
##         
##                high university   graduate        phd
##   female 0.09454545 0.14389610 0.30233766 0.04935065
##   male   0.02649351 0.10129870 0.22857143 0.05350649
#소수점 절삭
round(0.78113141,2)
## [1] 0.78
round(prop.table(e),2)
##         
##          high university graduate  phd
##   female 0.09       0.14     0.30 0.05
##   male   0.03       0.10     0.23 0.05
#파이프 연산자 control+shift+m %>% 

library(ggplot2)  
data("diamonds")
diamonds %>% head %>% dim
## [1]  6 10
#위의 식은 밑의 식과 동일
df<-head(diamonds)
dim(df)
## [1]  6 10
#변수이름 바꾸기
rename<-dplyr::rename
#원래프로그램에 속한 rename함수와 dplyr의rename함수와 헷갈림
diamonds1<-diamonds %>% rename(c=clarity,p=price)
head(diamonds1,3)
## # A tibble: 3 × 10
##   carat cut     color c     depth table     p     x     y     z
##   <dbl> <ord>   <ord> <ord> <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal   E     SI2    61.5    55   326  3.95  3.98  2.43
## 2  0.21 Premium E     SI1    59.8    61   326  3.89  3.84  2.31
## 3  0.23 Good    E     VS1    56.9    65   327  4.05  4.07  2.31
#빈도분석
diamonds %>% count()
##      carat       cut color clarity depth table price    x    y    z freq
## 1     0.23     Ideal     E     SI2  61.5  55.0   326 3.95 3.98 2.43    1
## 2     0.21   Premium     E     SI1  59.8  61.0   326 3.89 3.84 2.31    1
## 3     0.23      Good     E     VS1  56.9  65.0   327 4.05 4.07 2.31    1
## 4     0.29   Premium     I     VS2  62.4  58.0   334 4.20 4.23 2.63    1
## 5     0.31      Good     J     SI2  63.3  58.0   335 4.34 4.35 2.75    1
## 6     0.24 Very Good     J    VVS2  62.8  57.0   336 3.94 3.96 2.48    1
## 7     0.24 Very Good     I    VVS1  62.3  57.0   336 3.95 3.98 2.47    1
## 8     0.26 Very Good     H     SI1  61.9  55.0   337 4.07 4.11 2.53    1
## 9     0.22      Fair     E     VS2  65.1  61.0   337 3.87 3.78 2.49    1
## 10    0.23 Very Good     H     VS1  59.4  61.0   338 4.00 4.05 2.39    1
## 11    0.30      Good     J     SI1  64.0  55.0   339 4.25 4.28 2.73    1
## 12    0.23     Ideal     J     VS1  62.8  56.0   340 3.93 3.90 2.46    1
## 13    0.22   Premium     F     SI1  60.4  61.0   342 3.88 3.84 2.33    1
## 14    0.31     Ideal     J     SI2  62.2  54.0   344 4.35 4.37 2.71    1
## 15    0.20   Premium     E     SI2  60.2  62.0   345 3.79 3.75 2.27    1
## 16    0.32   Premium     E      I1  60.9  58.0   345 4.38 4.42 2.68    1
## 17    0.30     Ideal     I     SI2  62.0  54.0   348 4.31 4.34 2.68    1
## 18    0.30      Good     J     SI1  63.4  54.0   351 4.23 4.29 2.70    1
## 19    0.30      Good     J     SI1  63.8  56.0   351 4.23 4.26 2.71    1
## 20    0.30 Very Good     J     SI1  62.7  59.0   351 4.21 4.27 2.66    1
## 21    0.30      Good     I     SI2  63.3  56.0   351 4.26 4.30 2.71    1
## 22    0.23 Very Good     E     VS2  63.8  55.0   352 3.85 3.92 2.48    1
## 23    0.23 Very Good     H     VS1  61.0  57.0   353 3.94 3.96 2.41    1
## 24    0.31 Very Good     J     SI1  59.4  62.0   353 4.39 4.43 2.62    1
## 25    0.31 Very Good     J     SI1  58.1  62.0   353 4.44 4.47 2.59    1
## 26    0.23 Very Good     G    VVS2  60.4  58.0   354 3.97 4.01 2.41    1
## 27    0.24   Premium     I     VS1  62.5  57.0   355 3.97 3.94 2.47    1
## 28    0.30 Very Good     J     VS2  62.2  57.0   357 4.28 4.30 2.67    1
## 29    0.23 Very Good     D     VS2  60.5  61.0   357 3.96 3.97 2.40    1
## 30    0.23 Very Good     F     VS1  60.9  57.0   357 3.96 3.99 2.42    1
## 31    0.23 Very Good     F     VS1  60.0  57.0   402 4.00 4.03 2.41    1
## 32    0.23 Very Good     F     VS1  59.8  57.0   402 4.04 4.06 2.42    1
## 33    0.23 Very Good     E     VS1  60.7  59.0   402 3.97 4.01 2.42    1
## 34    0.23 Very Good     E     VS1  59.5  58.0   402 4.01 4.06 2.40    1
## 35    0.23 Very Good     D     VS1  61.9  58.0   402 3.92 3.96 2.44    1
## 36    0.23      Good     F     VS1  58.2  59.0   402 4.06 4.08 2.37    1
## 37    0.23      Good     E     VS1  64.1  59.0   402 3.83 3.85 2.46    1
## 38    0.31      Good     H     SI1  64.0  54.0   402 4.29 4.31 2.75    1
## 39    0.26 Very Good     D     VS2  60.8  59.0   403 4.13 4.16 2.52    1
## 40    0.33     Ideal     I     SI2  61.8  55.0   403 4.49 4.51 2.78    1
## 41    0.33     Ideal     I     SI2  61.2  56.0   403 4.49 4.50 2.75    1
## 42    0.33     Ideal     J     SI1  61.1  56.0   403 4.49 4.55 2.76    1
## 43    0.26      Good     D     VS2  65.2  56.0   403 3.99 4.02 2.61    1
## 44    0.26      Good     D     VS1  58.4  63.0   403 4.19 4.24 2.46    1
## 45    0.32      Good     H     SI2  63.1  56.0   403 4.34 4.37 2.75    1
## 46    0.29   Premium     F     SI1  62.4  58.0   403 4.24 4.26 2.65    1
## 47    0.32 Very Good     H     SI2  61.8  55.0   403 4.35 4.42 2.71    1
## 48    0.32      Good     H     SI2  63.8  56.0   403 4.36 4.38 2.79    1
## 49    0.25 Very Good     E     VS2  63.3  60.0   404 4.00 4.03 2.54    1
## 50    0.29 Very Good     H     SI2  60.7  60.0   404 4.33 4.37 2.64    1
## 51    0.24 Very Good     F     SI1  60.9  61.0   404 4.02 4.03 2.45    1
## 52    0.23     Ideal     G     VS1  61.9  54.0   404 3.93 3.95 2.44    1
## 53    0.32     Ideal     I     SI1  60.9  55.0   404 4.45 4.48 2.72    1
## 54    0.22   Premium     E     VS2  61.6  58.0   404 3.93 3.89 2.41    1
## 55    0.22   Premium     D     VS2  59.3  62.0   404 3.91 3.88 2.31    1
## 56    0.30     Ideal     I     SI2  61.0  59.0   405 4.30 4.33 2.63    1
## 57    0.30   Premium     J     SI2  59.3  61.0   405 4.43 4.38 2.61    1
## 58    0.30 Very Good     I     SI1  62.6  57.0   405 4.25 4.28 2.67    1
## 59    0.30 Very Good     I     SI1  63.0  57.0   405 4.28 4.32 2.71    1
## 60    0.30      Good     I     SI1  63.2  55.0   405 4.25 4.29 2.70    1
## 61    0.35     Ideal     I     VS1  60.9  57.0   552 4.54 4.59 2.78    1
## 62    0.30   Premium     D     SI1  62.6  59.0   552 4.23 4.27 2.66    1
## 63    0.30     Ideal     D     SI1  62.5  57.0   552 4.29 4.32 2.69    1
## 64    0.30     Ideal     D     SI1  62.1  56.0   552 4.30 4.33 2.68    1
## 65    0.42   Premium     I     SI2  61.5  59.0   552 4.78 4.84 2.96    1
## 66    0.28     Ideal     G    VVS2  61.4  56.0   553 4.19 4.22 2.58    1
## 67    0.32     Ideal     I    VVS1  62.0  55.3   553 4.39 4.42 2.73    1
## 68    0.31 Very Good     G     SI1  63.3  57.0   553 4.33 4.30 2.73    1
## 69    0.31   Premium     G     SI1  61.8  58.0   553 4.35 4.32 2.68    1
## 70    0.24   Premium     E    VVS1  60.7  58.0   553 4.01 4.03 2.44    1
## 71    0.24 Very Good     D    VVS1  61.5  60.0   553 3.97 4.00 2.45    1
## 72    0.30 Very Good     H     SI1  63.1  56.0   554 4.29 4.27 2.70    1
## 73    0.30   Premium     H     SI1  62.9  59.0   554 4.28 4.24 2.68    1
## 74    0.30   Premium     H     SI1  62.5  57.0   554 4.29 4.25 2.67    1
## 75    0.30      Good     H     SI1  63.7  57.0   554 4.28 4.26 2.72    1
## 76    0.26 Very Good     F    VVS2  59.2  60.0   554 4.19 4.22 2.49    1
## 77    0.26 Very Good     E    VVS2  59.9  58.0   554 4.15 4.23 2.51    1
## 78    0.26 Very Good     D    VVS2  62.4  54.0   554 4.08 4.13 2.56    1
## 79    0.26 Very Good     D    VVS2  62.8  60.0   554 4.01 4.05 2.53    1
## 80    0.26 Very Good     E    VVS1  62.6  59.0   554 4.06 4.09 2.55    1
## 81    0.26 Very Good     E    VVS1  63.4  59.0   554 4.00 4.04 2.55    1
## 82    0.26 Very Good     D    VVS1  62.1  60.0   554 4.03 4.12 2.53    1
## 83    0.26     Ideal     E    VVS2  62.9  58.0   554 4.02 4.06 2.54    1
## 84    0.38     Ideal     I     SI2  61.6  56.0   554 4.65 4.67 2.87    1
## 85    0.26      Good     E    VVS1  57.9  60.0   554 4.22 4.25 2.45    1
## 86    0.24   Premium     G    VVS1  62.3  59.0   554 3.95 3.92 2.45    1
## 87    0.24   Premium     H    VVS1  61.2  58.0   554 4.01 3.96 2.44    1
## 88    0.24   Premium     H    VVS1  60.8  59.0   554 4.02 4.00 2.44    1
## 89    0.24   Premium     H    VVS2  60.7  58.0   554 4.07 4.04 2.46    1
## 90    0.32   Premium     I     SI1  62.9  58.0   554 4.35 4.33 2.73    1
## 91    0.70     Ideal     E     SI1  62.5  57.0  2757 5.70 5.72 3.57    1
## 92    0.86      Fair     E     SI2  55.1  69.0  2757 6.45 6.33 3.52    1
## 93    0.70     Ideal     G     VS2  61.6  56.0  2757 5.70 5.67 3.50    1
## 94    0.71 Very Good     E     VS2  62.4  57.0  2759 5.68 5.73 3.56    1
## 95    0.78 Very Good     G     SI2  63.8  56.0  2759 5.81 5.85 3.72    1
## 96    0.70      Good     E     VS2  57.5  58.0  2759 5.85 5.90 3.38    1
## 97    0.70      Good     F     VS1  59.4  62.0  2759 5.71 5.76 3.40    1
## 98    0.96      Fair     F     SI2  66.3  62.0  2759 6.27 5.95 4.07    1
## 99    0.73 Very Good     E     SI1  61.6  59.0  2760 5.77 5.78 3.56    1
## 100   0.80   Premium     H     SI1  61.5  58.0  2760 5.97 5.93 3.66    1
## 101   0.75 Very Good     D     SI1  63.2  56.0  2760 5.80 5.75 3.65    1
## 102   0.75   Premium     E     SI1  59.9  54.0  2760 6.00 5.96 3.58    1
## 103   0.74     Ideal     G     SI1  61.6  55.0  2760 5.80 5.85 3.59    1
## 104   0.75   Premium     G     VS2  61.7  58.0  2760 5.85 5.79 3.59    1
## 105   0.80     Ideal     I     VS1  62.9  56.0  2760 5.94 5.87 3.72    1
## 106   0.75     Ideal     G     SI1  62.2  55.0  2760 5.87 5.80 3.63    1
## 107   0.80   Premium     G     SI1  63.0  59.0  2760 5.90 5.81 3.69    1
## 108   0.74     Ideal     I    VVS2  62.3  55.0  2761 5.77 5.81 3.61    1
## 109   0.81     Ideal     F     SI2  58.8  57.0  2761 6.14 6.11 3.60    1
## 110   0.59     Ideal     E    VVS2  62.0  55.0  2761 5.38 5.43 3.35    1
## 111   0.80     Ideal     F     SI2  61.4  57.0  2761 5.96 6.00 3.67    1
## 112   0.74     Ideal     E     SI2  62.2  56.0  2761 5.80 5.84 3.62    1
## 113   0.90   Premium     I     VS2  63.0  58.0  2761 6.16 6.12 3.87    1
## 114   0.74 Very Good     G     SI1  62.2  59.0  2762 5.73 5.82 3.59    1
## 115   0.73     Ideal     F     VS2  62.6  56.0  2762 5.77 5.74 3.60    1
## 116   0.73     Ideal     F     VS2  62.7  53.0  2762 5.80 5.75 3.62    1
## 117   0.80   Premium     F     SI2  61.7  58.0  2762 5.98 5.94 3.68    1
## 118   0.71     Ideal     G     VS2  62.4  54.0  2762 5.72 5.76 3.58    1
## 119   0.70     Ideal     E     VS2  60.7  58.0  2762 5.73 5.76 3.49    1
## 120   0.80     Ideal     F     SI2  59.9  59.0  2762 6.01 6.07 3.62    1
## 121   0.71     Ideal     D     SI2  62.3  56.0  2762 5.73 5.69 3.56    1
## 122   0.74     Ideal     E     SI1  62.3  54.0  2762 5.80 5.83 3.62    1
## 123   0.70 Very Good     F     VS2  61.7  63.0  2762 5.64 5.61 3.47    1
## 124   0.70      Fair     F     VS2  64.5  57.0  2762 5.57 5.53 3.58    1
## 125   0.70      Fair     F     VS2  65.3  55.0  2762 5.63 5.58 3.66    1
## 126   0.70   Premium     F     VS2  61.6  60.0  2762 5.65 5.59 3.46    1
## 127   0.91   Premium     H     SI1  61.4  56.0  2763 6.09 5.97 3.70    1
## 128   0.61 Very Good     D    VVS2  59.6  57.0  2763 5.56 5.58 3.32    1
## 129   0.91      Fair     H     SI2  64.4  57.0  2763 6.11 6.09 3.93    1
## 130   0.91      Fair     H     SI2  65.7  60.0  2763 6.03 5.99 3.95    1
## 131   0.77     Ideal     H     VS2  62.0  56.0  2763 5.89 5.86 3.64    1
## 132   0.71 Very Good     D     SI1  63.6  58.0  2764 5.64 5.68 3.60    1
## 133   0.71     Ideal     D     SI1  61.9  59.0  2764 5.69 5.72 3.53    1
## 134   0.70 Very Good     E     VS2  62.6  60.0  2765 5.62 5.65 3.53    1
## 135   0.77 Very Good     H     VS1  61.3  60.0  2765 5.88 5.90 3.61    1
## 136   0.63   Premium     E    VVS1  60.9  60.0  2765 5.52 5.55 3.37    1
## 137   0.71 Very Good     F     VS1  60.1  62.0  2765 5.74 5.77 3.46    1
## 138   0.71   Premium     F     VS1  61.8  59.0  2765 5.69 5.73 3.53    1
## 139   0.76     Ideal     H     SI1  61.2  57.0  2765 5.88 5.91 3.61    1
## 140   0.64     Ideal     G    VVS1  61.9  56.0  2766 5.53 5.56 3.43    1
## 141   0.71   Premium     G     VS2  60.9  57.0  2766 5.78 5.75 3.51    1
## 142   0.71   Premium     G     VS2  59.8  56.0  2766 5.89 5.81 3.50    1
## 143   0.70 Very Good     D     VS2  61.8  55.0  2767 5.68 5.72 3.52    1
## 144   0.70 Very Good     F     VS1  60.0  57.0  2767 5.80 5.87 3.50    1
## 145   0.71     Ideal     D     SI2  61.6  55.0  2767 5.74 5.76 3.54    1
## 146   0.70      Good     H    VVS2  62.1  64.0  2767 5.62 5.65 3.50    1
## 147   0.71 Very Good     G     VS1  63.3  59.0  2768 5.52 5.61 3.52    1
## 148   0.73 Very Good     D     SI1  60.2  56.0  2768 5.83 5.87 3.52    1
## 149   0.70 Very Good     D     SI1  61.1  58.0  2768 5.66 5.73 3.48    1
## 150   0.70     Ideal     E     SI1  60.9  57.0  2768 5.73 5.76 3.50    1
## 151   0.71   Premium     D     SI2  61.7  59.0  2768 5.71 5.67 3.51    1
## 152   0.74     Ideal     I     SI1  61.3  56.0  2769 5.82 5.86 3.57    1
## 153   0.71   Premium     D     VS2  62.5  60.0  2770 5.65 5.61 3.52    1
## 154   0.73   Premium     G     VS2  61.4  59.0  2770 5.83 5.76 3.56    1
## 155   0.76 Very Good     F     SI1  62.9  57.0  2770 5.79 5.81 3.65    1
## 156   0.76     Ideal     D     SI2  62.4  57.0  2770 5.78 5.83 3.62    1
## 157   0.71     Ideal     F     SI1  60.7  56.0  2770 5.77 5.80 3.51    1
## 158   0.73   Premium     G     VS2  60.7  58.0  2770 5.87 5.82 3.55    1
## 159   0.73   Premium     G     VS1  61.5  58.0  2770 5.79 5.75 3.55    1
## 160   0.73     Ideal     D     SI2  59.9  57.0  2770 5.92 5.89 3.54    1
## 161   0.73   Premium     G     VS2  59.2  59.0  2770 5.92 5.87 3.49    1
## 162   0.72 Very Good     H    VVS2  60.3  56.0  2771 5.81 5.83 3.51    1
## 163   0.73 Very Good     F     SI1  61.7  60.0  2771 5.79 5.82 3.58    1
## 164   0.71     Ideal     G     VS2  61.9  57.0  2771 5.73 5.77 3.56    1
## 165   0.79     Ideal     F     SI2  61.9  55.0  2771 5.97 5.92 3.68    1
## 166   0.73 Very Good     H    VVS1  60.4  59.0  2772 5.83 5.89 3.54    1
## 167   0.80 Very Good     F     SI2  61.0  57.0  2772 6.01 6.03 3.67    1
## 168   0.58     Ideal     G    VVS1  61.5  55.0  2772 5.39 5.44 3.33    1
## 169   0.58     Ideal     F    VVS1  61.7  56.0  2772 5.33 5.37 3.30    1
## 170   0.71      Good     E     VS2  59.2  61.0  2772 5.80 5.88 3.46    1
## 171   0.75     Ideal     D     SI2  61.3  56.0  2773 5.85 5.89 3.60    1
## 172   0.70   Premium     D     VS2  58.0  62.0  2773 5.87 5.78 3.38    1
## 173   1.17 Very Good     J      I1  60.2  61.0  2774 6.83 6.90 4.13    1
## 174   0.60     Ideal     E     VS1  61.7  55.0  2774 5.41 5.44 3.35    1
## 175   0.70     Ideal     E     SI1  62.7  55.0  2774 5.68 5.74 3.58    1
## 176   0.83      Good     I     VS2  64.6  54.0  2774 5.85 5.88 3.79    1
## 177   0.74 Very Good     F     VS2  61.3  61.0  2775 5.80 5.84 3.57    1
## 178   0.72 Very Good     G     VS2  63.7  56.4  2776 5.62 5.69 3.61    1
## 179   0.71   Premium     E     VS2  62.7  58.0  2776 5.74 5.68 3.58    1
## 180   0.71     Ideal     E     VS2  62.2  57.0  2776 5.79 5.62 3.55    1
## 181   0.54     Ideal     E    VVS2  61.6  56.0  2776 5.25 5.27 3.24    1
## 182   0.54     Ideal     E    VVS2  61.5  57.0  2776 5.24 5.26 3.23    1
## 183   0.72     Ideal     G     SI1  61.8  56.0  2776 5.72 5.75 3.55    1
## 184   0.72     Ideal     G     SI1  60.7  56.0  2776 5.79 5.82 3.53    1
## 185   0.72      Good     G     VS2  59.7  60.5  2776 5.80 5.84 3.47    1
## 186   0.71     Ideal     G     SI1  60.5  56.0  2776 5.80 5.76 3.50    1
## 187   0.70 Very Good     D     VS1  62.7  58.0  2777 5.66 5.73 3.57    1
## 188   0.71   Premium     F     VS2  62.1  58.0  2777 5.67 5.70 3.53    1
## 189   0.71 Very Good     F     VS2  62.8  57.0  2777 5.64 5.69 3.56    1
## 190   0.71      Good     F     VS2  63.8  58.0  2777 5.61 5.64 3.59    1
## 191   0.71      Good     F     VS2  57.8  60.0  2777 5.87 5.90 3.40    1
## 192   0.70     Ideal     E     VS2  62.1  55.0  2777 5.70 5.67 3.53    1
## 193   0.70   Premium     E     VS2  61.1  60.0  2777 5.71 5.64 3.47    1
## 194   0.70   Premium     E     SI1  60.0  59.0  2777 5.79 5.75 3.46    1
## 195   0.70   Premium     E     SI1  61.2  57.0  2777 5.73 5.68 3.49    1
## 196   0.70   Premium     E     SI1  62.7  59.0  2777 5.67 5.63 3.54    1
## 197   0.70   Premium     E     SI1  61.0  57.0  2777 5.73 5.68 3.48    1
## 198   0.70   Premium     E     SI1  61.0  58.0  2777 5.78 5.72 3.51    1
## 199   0.70     Ideal     E     SI1  61.4  57.0  2777 5.76 5.70 3.52    1
## 200   0.72   Premium     F     SI1  61.8  61.0  2777 5.82 5.71 3.56    1
## 201   0.70 Very Good     E     SI1  59.9  63.0  2777 5.76 5.70 3.43    1
## 202   0.70   Premium     E     SI1  61.3  58.0  2777 5.71 5.68 3.49    1
## 203   0.70   Premium     E     SI1  60.5  58.0  2777 5.77 5.74 3.48    1
## 204   0.70      Good     E     VS2  64.1  59.0  2777 5.64 5.59 3.60    1
## 205   0.98      Fair     H     SI2  67.9  60.0  2777 6.05 5.97 4.08    1
## 206   0.78   Premium     F     SI1  62.4  58.0  2777 5.83 5.80 3.63    1
## 207   0.70 Very Good     E     SI1  63.2  60.0  2777 5.60 5.51 3.51    1
## 208   0.52     Ideal     F    VVS1  61.3  55.0  2778 5.19 5.22 3.19    1
## 209   0.73 Very Good     H     VS2  60.8  56.0  2779 5.82 5.84 3.55    1
## 210   0.74     Ideal     E     SI1  61.7  56.0  2779 5.84 5.80 3.59    1
## 211   0.70 Very Good     F     VS2  63.6  57.0  2780 5.61 5.65 3.58    1
## 212   0.77   Premium     G     VS2  61.2  58.0  2780 5.90 5.93 3.62    1
## 213   0.71     Ideal     F     VS2  62.1  54.0  2780 5.68 5.72 3.54    1
## 214   0.74     Ideal     G     VS1  61.5  55.0  2780 5.81 5.86 3.59    1
## 215   0.70     Ideal     G     VS1  61.4  59.0  2780 5.64 5.73 3.49    1
## 216   1.01   Premium     F      I1  61.8  60.0  2781 6.39 6.36 3.94    1
## 217   0.77     Ideal     H     SI1  62.2  56.0  2781 5.83 5.88 3.64    1
## 218   0.78     Ideal     H     SI1  61.2  56.0  2781 5.92 5.99 3.64    1
## 219   0.72 Very Good     H     VS1  60.6  63.0  2782 5.83 5.76 3.51    1
## 220   0.53 Very Good     D    VVS2  57.5  64.0  2782 5.34 5.37 3.08    1
## 221   0.76     Ideal     G     VS2  61.3  56.0  2782 5.90 5.94 3.63    1
## 222   0.70      Good     E     VS1  57.2  62.0  2782 5.81 5.77 3.31    1
## 223   0.70   Premium     E     VS1  62.9  60.0  2782 5.62 5.54 3.51    1
## 224   0.75 Very Good     D     SI2  63.1  58.0  2782 5.78 5.73 3.63    1
## 225   0.72     Ideal     D     SI1  60.8  57.0  2782 5.76 5.75 3.50    1
## 226   0.72   Premium     D     SI1  62.7  59.0  2782 5.73 5.69 3.58    1
## 227   0.70   Premium     D     SI1  62.8  60.0  2782 5.68 5.66 3.56    1
## 228   0.84      Fair     G     SI1  55.1  67.0  2782 6.39 6.20 3.47    1
## 229   0.75   Premium     F     SI1  61.4  59.0  2782 5.88 5.85 3.60    1
## 230   0.52     Ideal     F      IF  62.2  55.0  2783 5.14 5.18 3.21    1
## 231   0.72 Very Good     F     VS2  63.0  54.0  2784 5.69 5.73 3.60    1
## 232   0.79 Very Good     H     VS1  63.7  56.0  2784 5.85 5.92 3.75    1
## 233   0.72 Very Good     F     VS2  63.6  58.0  2787 5.66 5.69 3.61    1
## 234   0.51     Ideal     F    VVS1  62.0  57.0  2787 5.11 5.15 3.18    1
## 235   0.64     Ideal     D     VS1  61.5  56.0  2787 5.54 5.55 3.41    1
## 236   0.70 Very Good     H    VVS1  60.5  60.0  2788 5.74 5.77 3.48    1
## 237   0.83 Very Good     I     VS1  61.1  60.0  2788 6.07 6.10 3.72    1
## 238   0.76     Ideal     I    VVS2  61.8  56.0  2788 5.85 5.87 3.62    1
## 239   0.71      Good     D     VS2  63.3  56.0  2788 5.64 5.68 3.58    1
## 240   0.77      Good     G     VS1  59.4  64.0  2788 5.97 5.92 3.53    1
## 241   0.71     Ideal     F     SI1  62.5  55.0  2788 5.71 5.65 3.55    1
## 242   1.01      Fair     E      I1  64.5  58.0  2788 6.29 6.21 4.03    1
## 243   1.01   Premium     H     SI2  62.7  59.0  2788 6.31 6.22 3.93    1
## 244   0.77      Good     F     SI1  64.2  52.0  2789 5.81 5.77 3.72    1
## 245   0.76      Good     E     SI1  63.7  54.0  2789 5.76 5.85 3.70    1
## 246   0.76   Premium     E     SI1  60.4  58.0  2789 5.92 5.94 3.58    1
## 247   0.76   Premium     E     SI1  61.8  58.0  2789 5.82 5.86 3.61    1
## 248   1.05 Very Good     J     SI2  63.2  56.0  2789 6.49 6.45 4.09    1
## 249   0.81     Ideal     G     SI2  61.6  56.0  2789 5.97 6.01 3.69    1
## 250   0.70     Ideal     E     SI1  61.6  56.0  2789 5.72 5.75 3.53    1
## 251   0.55     Ideal     G      IF  60.9  57.0  2789 5.28 5.30 3.22    1
## 252   0.81      Good     G     SI2  61.0  61.0  2789 5.94 5.99 3.64    1
## 253   0.63   Premium     E    VVS2  62.1  57.0  2789 5.48 5.41 3.38    1
## 254   0.63   Premium     E    VVS1  60.9  60.0  2789 5.55 5.52 3.37    1
## 255   0.77   Premium     H     VS1  61.3  60.0  2789 5.90 5.88 3.61    1
## 256   1.05      Fair     J     SI2  65.8  59.0  2789 6.41 6.27 4.18    1
## 257   0.64     Ideal     G      IF  61.3  56.0  2790 5.54 5.58 3.41    1
## 258   0.76   Premium     I    VVS1  58.8  59.0  2790 6.00 5.94 3.51    1
## 259   0.83     Ideal     F     SI2  62.3  55.0  2790 6.02 6.05 3.76    1
## 260   0.71   Premium     F     VS1  60.1  62.0  2790 5.77 5.74 3.46    1
## 261   0.71   Premium     F     VS1  61.8  59.0  2790 5.73 5.69 3.53    1
## 262   0.87 Very Good     I     SI1  63.6  55.8  2791 6.07 6.10 3.87    1
## 263   0.73     Ideal     E     SI1  62.2  56.0  2791 5.74 5.78 3.58    1
## 264   0.71   Premium     E     SI1  59.2  59.0  2792 5.83 5.86 3.46    1
## 265   0.71   Premium     E     SI1  61.8  59.0  2792 5.70 5.75 3.54    1
## 266   0.71     Ideal     E     SI1  61.3  55.0  2792 5.72 5.77 3.52    1
## 267   0.70   Premium     F     VS1  62.1  60.0  2792 5.71 5.65 3.53    1
## 268   0.70   Premium     F     VS1  60.7  60.0  2792 5.78 5.75 3.50    1
## 269   0.76   Premium     H    VVS2  59.6  57.0  2792 5.91 5.86 3.51    1
## 270   0.70     Ideal     F     VS1  62.2  56.0  2792 5.73 5.68 3.55    1
## 271   0.79 Very Good     G     SI1  60.6  57.0  2793 5.98 6.06 3.65    1
## 272   0.70 Very Good     E     VS2  62.9  57.0  2793 5.66 5.69 3.57    1
## 273   0.70      Good     E     VS2  64.1  55.0  2793 5.60 5.66 3.61    1
## 274   0.76     Ideal     I     VS2  61.3  56.0  2793 5.87 5.91 3.61    1
## 275   0.73     Ideal     H     VS2  62.7  55.0  2793 5.72 5.76 3.60    1
## 276   0.79 Very Good     E     SI1  63.2  56.0  2794 5.91 5.86 3.72    1
## 277   0.71 Very Good     E     VS2  60.7  56.0  2795 5.81 5.82 3.53    1
## 278   0.81   Premium     I    VVS2  61.9  60.0  2795 5.91 5.86 3.64    1
## 279   0.81     Ideal     F     SI2  62.6  55.0  2795 5.92 5.96 3.72    1
## 280   0.72      Good     F     VS1  60.7  60.0  2795 5.74 5.72 3.48    1
## 281   0.72   Premium     D     SI2  62.0  60.0  2795 5.73 5.69 3.54    1
## 282   0.72   Premium     I      IF  63.0  57.0  2795 5.72 5.70 3.60    1
## 283   0.81   Premium     H     VS2  58.0  59.0  2795 6.17 6.13 3.57    1
## 284   0.72   Premium     G     VS2  62.9  57.0  2795 5.73 5.65 3.58    1
## 285   1.00   Premium     I     SI2  58.2  60.0  2795 6.61 6.55 3.83    1
## 286   0.73      Good     E     SI1  63.2  58.0  2796 5.70 5.76 3.62    1
## 287   0.81 Very Good     H     SI2  61.3  59.0  2797 5.94 6.01 3.66    1
## 288   0.81 Very Good     E     SI1  60.3  60.0  2797 6.07 6.10 3.67    1
## 289   0.71   Premium     D     SI1  62.7  60.0  2797 5.67 5.71 3.57    1
## 290   0.71   Premium     D     SI1  61.3  58.0  2797 5.73 5.75 3.52    1
## 291   0.71   Premium     D     SI1  61.6  60.0  2797 5.74 5.69 3.52    1
## 292   0.57     Ideal     F    VVS2  61.9  55.0  2797 5.34 5.35 3.31    1
## 293   0.51     Ideal     D    VVS1  61.7  56.0  2797 5.12 5.16 3.17    1
## 294   0.72     Ideal     G     VS2  61.9  58.0  2797 5.72 5.75 3.55    1
## 295   0.74     Ideal     H     VS1  61.8  58.0  2797 5.77 5.81 3.58    1
## 296   0.74     Ideal     H     VS1  61.6  56.0  2797 5.81 5.82 3.58    1
## 297   0.70      Fair     G    VVS1  58.8  66.0  2797 5.81 5.90 3.44    1
## 298   0.80   Premium     F     SI2  61.0  57.0  2797 6.03 6.01 3.67    1
## 299   1.01      Fair     E     SI2  67.4  60.0  2797 6.19 6.05 4.13    1
## 300   0.80 Very Good     H     VS2  63.4  60.0  2797 5.92 5.82 3.72    1
## 301   0.77     Ideal     I     VS1  61.5  59.0  2798 5.87 5.91 3.62    1
## 302   0.83 Very Good     E     SI2  58.0  62.0  2799 6.19 6.25 3.61    1
## 303   0.82     Ideal     F     SI2  62.4  54.0  2799 5.97 6.02 3.74    1
## 304   0.78     Ideal     D     SI1  61.9  57.0  2799 5.91 5.86 3.64    1
## 305   0.60 Very Good     G      IF  61.6  56.0  2800 5.43 5.46 3.35    1
## 306   0.90      Good     I     SI2  62.2  59.0  2800 6.07 6.11 3.79    1
## 307   0.70   Premium     E     VS1  62.2  58.0  2800 5.60 5.66 3.50    1
## 308   0.90 Very Good     I     SI2  61.3  56.0  2800 6.17 6.23 3.80    1
## 309   0.83     Ideal     G     SI1  62.3  57.0  2800 5.99 6.08 3.76    1
## 310   0.83     Ideal     G     SI1  61.8  57.0  2800 6.03 6.07 3.74    1
## 311   0.83 Very Good     H     SI1  62.5  59.0  2800 5.95 6.02 3.74    1
## 312   0.74   Premium     G     VS1  62.9  60.0  2800 5.74 5.68 3.59    1
## 313   0.79     Ideal     I     VS1  61.8  59.0  2800 5.92 5.95 3.67    1
## 314   0.61     Ideal     G      IF  62.3  56.0  2800 5.43 5.45 3.39    1
## 315   0.76      Fair     G     VS1  59.0  70.0  2800 5.89 5.80 3.46    1
## 316   0.96     Ideal     F      I1  60.7  55.0  2801 6.37 6.41 3.88    1
## 317   0.73     Ideal     F     VS2  62.5  55.0  2801 5.80 5.76 3.61    1
## 318   0.73   Premium     F     VS2  62.7  58.0  2801 5.76 5.70 3.59    1
## 319   0.75     Ideal     H     SI1  60.4  57.0  2801 5.93 5.96 3.59    1
## 320   0.71   Premium     F     VS2  62.1  58.0  2801 5.70 5.67 3.53    1
## 321   0.71      Good     F     VS2  57.8  60.0  2801 5.90 5.87 3.40    1
## 322   0.71      Good     F     VS2  63.8  58.0  2801 5.64 5.61 3.59    1
## 323   0.71   Premium     F     VS2  62.8  57.0  2801 5.69 5.64 3.56    1
## 324   1.04   Premium     G      I1  62.2  58.0  2801 6.46 6.41 4.00    1
## 325   1.00   Premium     J     SI2  62.3  58.0  2801 6.45 6.34 3.98    1
## 326   0.87 Very Good     G     SI2  59.9  58.0  2802 6.19 6.23 3.72    1
## 327   0.53     Ideal     F      IF  61.9  54.0  2802 5.22 5.25 3.24    1
## 328   0.72   Premium     E     VS2  63.0  55.0  2802 5.79 5.61 3.59    1
## 329   0.72   Premium     F     VS1  62.4  58.0  2802 5.83 5.70 3.60    1
## 330   0.70 Very Good     F     VS2  62.9  58.0  2803 5.63 5.65 3.55    1
## 331   0.74 Very Good     E     SI1  63.5  56.0  2803 5.74 5.79 3.66    1
## 332   0.71     Ideal     G     VS2  61.3  56.0  2803 5.75 5.71 3.51    1
## 333   0.73     Ideal     E     SI1  60.6  54.0  2803 5.84 5.89 3.55    1
## 334   0.70      Good     G     VS1  65.1  58.0  2803 5.56 5.59 3.63    1
## 335   0.71   Premium     F     VS2  62.6  58.0  2803 5.70 5.67 3.56    1
## 336   0.71   Premium     F     VS2  58.0  62.0  2803 5.85 5.81 3.38    1
## 337   0.71   Premium     G     VS1  62.4  61.0  2803 5.70 5.65 3.54    1
## 338   0.77   Premium     G     VS2  61.3  57.0  2803 5.93 5.88 3.62    1
## 339   0.71   Premium     G     VS2  59.9  60.0  2803 5.81 5.77 3.47    1
## 340   0.78   Premium     G     VS2  60.8  58.0  2803 6.03 5.95 3.64    1
## 341   0.71 Very Good     G     VS1  63.5  55.0  2803 5.66 5.64 3.59    1
## 342   0.91     Ideal     D     SI2  62.2  57.0  2803 6.21 6.15 3.85    1
## 343   0.71 Very Good     E     VS2  63.8  58.0  2804 5.62 5.66 3.60    1
## 344   0.71 Very Good     E     VS2  64.0  57.0  2804 5.66 5.68 3.63    1
## 345   0.80 Very Good     E     SI2  62.5  56.0  2804 5.88 5.96 3.70    1
## 346   0.70 Very Good     D     SI1  62.3  58.0  2804 5.69 5.73 3.56    1
## 347   0.72     Ideal     F     VS1  61.7  57.0  2804 5.74 5.77 3.55    1
## 348   0.72 Very Good     F     VS1  62.2  58.0  2804 5.75 5.70 3.56    1
## 349   0.82     Ideal     H     VS2  61.5  56.0  2804 6.01 6.08 3.72    1
## 350   0.70     Ideal     D     SI1  61.0  59.0  2804 5.68 5.70 3.47    1
## 351   0.72     Ideal     D     SI1  62.2  56.0  2804 5.74 5.77 3.58    1
## 352   0.72     Ideal     D     SI1  61.5  54.0  2804 5.77 5.80 3.56    1
## 353   0.90      Fair     I     SI1  67.3  59.0  2804 5.93 5.84 3.96    1
## 354   0.74   Premium     F     VS2  61.7  58.0  2805 5.85 5.78 3.59    1
## 355   0.74   Premium     F     VS2  61.9  56.0  2805 5.80 5.77 3.58    1
## 356   0.73     Ideal     E     SI2  61.8  58.0  2805 5.77 5.81 3.58    1
## 357   0.57      Fair     E    VVS1  58.7  66.0  2805 5.34 5.43 3.16    1
## 358   0.73   Premium     F     VS2  62.5  57.0  2805 5.75 5.70 3.58    1
## 359   0.72     Ideal     G     VS2  62.8  56.0  2805 5.74 5.70 3.59    1
## 360   0.74      Fair     F     VS2  61.1  68.0  2805 5.82 5.75 3.53    1
## 361   0.82      Good     G     VS2  64.0  57.0  2805 5.92 5.89 3.78    1
## 362   0.81 Very Good     G     SI1  62.5  60.0  2806 5.89 5.94 3.69    1
## 363   0.75 Very Good     H    VVS1  60.6  58.0  2806 5.85 5.90 3.56    1
## 364   0.70     Ideal     F     SI1  61.6  55.0  2806 5.72 5.74 3.53    1
## 365   0.71 Very Good     F     VS1  62.2  58.0  2807 5.66 5.72 3.54    1
## 366   0.71 Very Good     F     VS1  60.0  57.0  2807 5.84 5.90 3.52    1
## 367   0.93   Premium     J     SI2  61.9  57.0  2807 6.21 6.19 3.84    1
## 368   0.80 Very Good     H     VS2  62.8  57.0  2808 5.87 5.91 3.70    1
## 369   0.70 Very Good     F     VS1  62.0  57.0  2808 5.64 5.71 3.52    1
## 370   1.00      Fair     G      I1  66.4  59.0  2808 6.16 6.09 4.07    1
## 371   0.75 Very Good     G     VS2  63.4  56.0  2808 5.78 5.74 3.65    1
## 372   0.58     Ideal     E    VVS2  60.9  56.0  2808 5.41 5.43 3.30    1
## 373   0.73 Very Good     D     SI1  63.1  57.0  2808 5.74 5.70 3.61    1
## 374   0.81 Very Good     F     SI1  63.1  59.0  2809 5.85 5.79 3.67    1
## 375   0.81   Premium     D     SI2  59.2  57.0  2809 6.15 6.05 3.61    1
## 376   0.71   Premium     F     SI1  60.7  54.0  2809 5.84 5.80 3.53    1
## 377   1.20      Fair     F      I1  64.6  56.0  2809 6.73 6.66 4.33    1
## 378   0.70 Very Good     F     VS1  61.8  56.0  2810 5.63 5.70 3.50    1
## 379   0.70 Very Good     F     VS1  59.9  60.0  2810 5.77 5.84 3.48    1
## 380   0.74     Ideal     D     SI2  61.7  55.0  2810 5.81 5.85 3.60    1
## 381   0.70      Good     F     VS1  62.8  61.0  2810 5.57 5.61 3.51    1
## 382   0.80      Good     G     SI1  62.7  57.0  2810 5.84 5.93 3.69    1
## 383   0.75 Very Good     F     SI1  63.4  58.0  2811 5.72 5.76 3.64    1
## 384   0.83 Very Good     D     SI1  63.5  54.0  2811 5.98 5.95 3.79    1
## 385   1.00      Fair     J     VS2  65.7  59.0  2811 6.14 6.07 4.01    1
## 386   0.99      Fair     I     SI2  68.1  56.0  2811 6.21 6.06 4.18    1
## 387   0.70 Very Good     G     VS1  63.0  60.0  2812 5.57 5.64 3.53    1
## 388   0.70 Very Good     F     VS2  59.5  58.0  2812 5.75 5.85 3.45    1
## 389   0.70      Good     E     SI1  63.5  59.0  2812 5.49 5.53 3.50    1
## 390   0.70 Very Good     F     VS2  61.7  58.0  2812 5.63 5.69 3.49    1
## 391   0.32   Premium     I     SI1  62.7  58.0   554 4.37 4.34 2.73    1
## 392   0.32   Premium     I     SI1  62.8  58.0   554 4.39 4.34 2.74    1
## 393   0.32     Ideal     I     SI1  62.4  57.0   554 4.37 4.35 2.72    1
## 394   0.32   Premium     I     SI1  61.0  59.0   554 4.39 4.36 2.67    1
## 395   0.32 Very Good     I     SI1  63.1  56.0   554 4.39 4.36 2.76    1
## 396   0.32     Ideal     I     SI1  60.7  57.0   554 4.47 4.42 2.70    1
## 397   0.30   Premium     H     SI1  60.9  59.0   554 4.31 4.29 2.62    1
## 398   0.30   Premium     H     SI1  60.1  55.0   554 4.41 4.38 2.64    1
## 399   0.30   Premium     H     SI1  62.9  58.0   554 4.28 4.24 2.68    1
## 400   0.30 Very Good     H     SI1  63.3  56.0   554 4.29 4.27 2.71    1
## 401   0.30      Good     H     SI1  63.8  55.0   554 4.26 4.20 2.70    1
## 402   0.30     Ideal     H     SI1  62.9  57.0   554 4.27 4.22 2.67    1
## 403   0.30 Very Good     H     SI1  63.4  60.0   554 4.25 4.23 2.69    1
## 404   0.32      Good     I     SI1  63.9  55.0   554 4.36 4.34 2.78    1
## 405   0.33     Ideal     H     SI2  61.4  56.0   554 4.85 4.79 2.95    1
## 406   0.29 Very Good     E     VS1  61.9  55.0   555 4.28 4.33 2.66    1
## 407   0.29 Very Good     E     VS1  62.4  55.0   555 4.20 4.25 2.63    1
## 408   0.31 Very Good     F     SI1  61.8  58.0   555 4.32 4.35 2.68    1
## 409   0.34     Ideal     H     VS2  61.5  56.0   555 4.47 4.50 2.76    1
## 410   0.34     Ideal     H     VS2  60.4  57.0   555 4.54 4.57 2.75    1
## 411   0.34     Ideal     I     VS1  61.8  55.0   555 4.48 4.52 2.78    1
## 412   0.34     Ideal     I     VS1  62.0  56.0   555 4.50 4.53 2.80    1
## 413   0.30     Ideal     G     VS1  62.3  56.0   555 4.29 4.31 2.68    1
## 414   0.29     Ideal     F     VS1  61.6  56.0   555 4.26 4.31 2.64    1
## 415   0.35     Ideal     G     SI1  60.6  56.0   555 4.56 4.58 2.77    1
## 416   0.43 Very Good     E      I1  58.4  62.0   555 4.94 5.00 2.90    1
## 417   0.32 Very Good     F     VS2  61.4  58.0   556 4.37 4.42 2.70    1
## 418   0.36     Ideal     I     VS2  61.9  56.0   556 4.54 4.57 2.82    1
## 419   0.30     Ideal     G     VS2  62.0  56.0   556 4.28 4.30 2.66    1
## 420   0.26     Ideal     E     VS1  61.5  57.0   556 4.09 4.12 2.52    1
## 421   0.70 Very Good     F     VS2  62.3  58.0  2812 5.64 5.72 3.54    1
## 422   0.70 Very Good     F     VS2  60.9  61.0  2812 5.66 5.71 3.46    1
## 423   0.71     Ideal     D     SI1  62.4  57.0  2812 5.69 5.72 3.56    1
## 424   0.99      Fair     J     SI1  55.0  61.0  2812 6.72 6.67 3.68    1
## 425   0.73   Premium     E     VS2  58.6  60.0  2812 5.92 5.89 3.46    1
## 426   0.51     Ideal     F    VVS1  62.0  57.0  2812 5.15 5.11 3.18    1
## 427   0.91   Premium     G     SI2  59.8  58.0  2813 6.30 6.29 3.77    1
## 428   0.84 Very Good     E     SI1  63.4  55.0  2813 6.00 5.95 3.79    1
## 429   0.91      Good     I     VS2  64.3  58.0  2813 6.09 6.05 3.90    1
## 430   0.76   Premium     E     SI1  62.2  59.0  2814 5.86 5.81 3.63    1
## 431   0.76     Ideal     E     SI1  61.7  57.0  2814 5.88 5.85 3.62    1
## 432   0.75   Premium     E     SI1  61.1  59.0  2814 5.86 5.83 3.57    1
## 433   0.55 Very Good     D    VVS1  61.5  56.0  2815 5.23 5.27 3.23    1
## 434   0.76 Very Good     F     SI2  58.5  62.0  2815 5.93 6.01 3.49    1
## 435   0.74   Premium     G     VS1  61.7  58.0  2815 5.79 5.81 3.58    1
## 436   0.70     Ideal     H     SI1  60.4  56.0  2815 5.75 5.81 3.49    1
## 437   0.70     Ideal     H     SI1  61.4  56.0  2815 5.70 5.76 3.52    1
## 438   0.70     Ideal     H     SI1  61.5  55.0  2815 5.73 5.79 3.54    1
## 439   0.70     Ideal     H     SI1  61.4  56.0  2815 5.72 5.77 3.53    1
## 440   0.90      Fair     J     VS2  65.0  56.0  2815 6.08 6.04 3.94    1
## 441   0.95      Fair     F     SI2  56.0  60.0  2815 6.62 6.53 3.68    1
## 442   0.89   Premium     H     SI2  60.2  59.0  2815 6.26 6.23 3.76    1
## 443   0.72   Premium     E     VS2  58.3  58.0  2815 5.99 5.92 3.47    1
## 444   0.96      Fair     E     SI2  53.1  63.0  2815 6.73 6.65 3.55    1
## 445   1.02   Premium     G      I1  60.3  58.0  2815 6.55 6.50 3.94    1
## 446   0.78 Very Good     I    VVS2  61.4  56.0  2816 5.91 5.95 3.64    1
## 447   0.61     Ideal     G    VVS2  60.1  57.0  2816 5.52 5.54 3.32    1
## 448   0.71      Good     D     VS1  63.4  55.0  2816 5.61 5.69 3.58    1
## 449   0.78   Premium     F     SI1  61.5  59.0  2816 5.96 5.88 3.64    1
## 450   0.87     Ideal     H     SI2  62.7  56.0  2816 6.16 6.13 3.85    1
## 451   0.83     Ideal     H     SI1  62.5  55.0  2816 6.04 6.00 3.76    1
## 452   0.71   Premium     E     SI1  61.3  56.0  2817 5.78 5.73 3.53    1
## 453   0.71     Ideal     I    VVS2  60.2  56.0  2817 5.84 5.89 3.53    1
## 454   0.71     Ideal     E     VS2  62.7  57.0  2817 5.66 5.64 3.54    1
## 455   0.71   Premium     E     VS2  62.3  58.0  2817 5.69 5.65 3.53    1
## 456   0.63     Ideal     F    VVS2  61.5  56.0  2817 5.48 5.52 3.38    1
## 457   0.71   Premium     E     SI1  59.2  59.0  2817 5.86 5.83 3.46    1
## 458   0.71   Premium     E     SI1  61.8  59.0  2817 5.75 5.70 3.54    1
## 459   0.71     Ideal     E     SI1  61.3  55.0  2817 5.77 5.72 3.52    1
## 460   0.71   Premium     E     SI1  61.4  58.0  2817 5.77 5.73 3.53    1
## 461   0.90     Ideal     J     VS2  62.8  55.0  2817 6.20 6.16 3.88    1
## 462   0.71      Good     E     SI1  62.8  64.0  2817 5.60 5.54 3.50    1
## 463   0.70   Premium     E     VS2  62.4  61.0  2818 5.66 5.63 3.52    1
## 464   0.70   Premium     E     VS2  59.3  60.0  2818 5.78 5.73 3.41    1
## 465   0.70   Premium     E     VS2  63.0  60.0  2818 5.64 5.60 3.54    1
## 466   1.00   Premium     H      I1  61.3  60.0  2818 6.43 6.39 3.93    1
## 467   0.86   Premium     F     SI2  59.3  62.0  2818 6.36 6.22 3.73    1
## 468   0.80     Ideal     H     SI1  61.0  57.0  2818 6.07 6.00 3.68    1
## 469   0.70     Ideal     E     VS1  62.9  57.0  2818 5.66 5.61 3.54    1
## 470   0.70   Premium     E     VS1  59.6  57.0  2818 5.91 5.83 3.50    1
## 471   0.70   Premium     F     VS2  61.8  60.0  2818 5.69 5.64 3.50    1
## 472   0.70   Premium     E     VS1  62.7  57.0  2818 5.68 5.64 3.55    1
## 473   1.00      Fair     H     SI2  65.3  62.0  2818 6.34 6.12 4.08    1
## 474   0.72 Very Good     G     VS1  63.8  58.0  2819 5.64 5.68 3.61    1
## 475   0.72     Ideal     H     VS1  62.3  56.0  2819 5.73 5.77 3.58    1
## 476   0.70      Good     F     VS1  59.7  63.0  2819 5.76 5.79 3.45    1
## 477   0.86      Good     F     SI2  64.3  60.0  2819 5.97 5.95 3.83    1
## 478   0.71     Ideal     G     VS1  62.9  58.0  2820 5.66 5.69 3.57    1
## 479   0.75     Ideal     E     SI1  62.0  57.0  2821 5.80 5.78 3.59    1
## 480   0.73   Premium     E     VS2  61.6  59.0  2821 5.77 5.73 3.54    1
## 481   0.53     Ideal     E    VVS1  61.9  55.0  2821 5.20 5.21 3.22    1
## 482   0.73   Premium     E     SI1  61.3  58.0  2821 5.83 5.76 3.55    1
## 483   0.73      Good     E     SI1  63.6  57.0  2821 5.72 5.70 3.63    1
## 484   0.73   Premium     E     SI1  59.6  61.0  2821 5.92 5.85 3.51    1
## 485   0.73   Premium     E     SI1  62.2  59.0  2821 5.77 5.68 3.56    1
## 486   0.73   Premium     D     SI1  61.7  55.0  2821 5.84 5.82 3.60    1
## 487   0.73 Very Good     E     SI1  63.2  58.0  2821 5.76 5.70 3.62    1
## 488   0.70   Premium     E     VS1  60.8  60.0  2822 5.74 5.71 3.48    1
## 489   0.72   Premium     E     VS2  60.3  59.0  2822 5.84 5.80 3.51    1
## 490   0.72   Premium     E     VS2  60.9  60.0  2822 5.80 5.76 3.52    1
## 491   0.72   Premium     E     VS2  62.4  59.0  2822 5.77 5.70 3.58    1
## 492   0.70   Premium     E     VS2  60.2  60.0  2822 5.73 5.70 3.44    1
## 493   0.60     Ideal     F    VVS2  62.0  55.0  2822 5.37 5.40 3.34    1
## 494   0.74     Ideal     I    VVS1  60.8  57.0  2822 5.85 5.89 3.57    1
## 495   0.73     Ideal     F     SI1  62.1  55.0  2822 5.75 5.78 3.58    1
## 496   0.71   Premium     D     SI1  62.7  60.0  2822 5.71 5.67 3.57    1
## 497   0.71   Premium     D     SI1  61.3  58.0  2822 5.75 5.73 3.52    1
## 498   0.70   Premium     D     SI1  60.2  60.0  2822 5.82 5.75 3.48    1
## 499   0.70     Ideal     D     SI1  60.7  56.0  2822 5.75 5.72 3.48    1
## 500   0.90      Good     J     VS2  64.0  61.0  2822 6.04 6.03 3.86    1
## 501   0.71     Ideal     D     SI1  60.2  56.0  2822 5.86 5.83 3.52    1
## 502   0.70   Premium     E     VS2  61.5  59.0  2822 5.73 5.68 3.51    1
## 503   0.70   Premium     E     VS2  62.6  56.0  2822 5.71 5.66 3.56    1
## 504   0.70     Ideal     D     SI1  59.7  58.0  2822 5.82 5.77 3.46    1
## 505   0.70      Good     E     SI1  61.4  64.0  2822 5.71 5.66 3.49    1
## 506   0.70     Ideal     D     SI1  62.5  57.0  2822 5.62 5.59 3.51    1
## 507   0.70     Ideal     D     SI1  61.8  56.0  2822 5.73 5.63 3.51    1
## 508   0.70   Premium     E     VS2  60.7  62.0  2822 5.72 5.68 3.46    1
## 509   0.70   Premium     F     VS2  60.6  58.0  2822 5.80 5.72 3.49    1
## 510   0.70     Ideal     D     SI1  61.4  54.0  2822 5.75 5.71 3.52    1
## 511   0.79 Very Good     D     SI2  62.8  59.0  2823 5.86 5.90 3.69    1
## 512   0.90      Good     I     SI1  63.8  57.0  2823 6.06 6.13 3.89    1
## 513   0.71   Premium     E     VS2  62.3  58.0  2823 5.71 5.66 3.54    1
## 514   0.61     Ideal     E    VVS2  61.3  54.0  2823 5.51 5.59 3.40    1
## 515   0.90      Fair     H     SI2  65.8  54.0  2823 6.05 5.98 3.96    1
## 516   0.71     Ideal     E     SI1  60.5  56.0  2823 5.77 5.73 3.47    1
## 517   0.71   Premium     D     VS2  61.2  59.0  2824 5.74 5.69 3.50    1
## 518   0.77     Ideal     I    VVS2  62.1  57.0  2824 5.84 5.86 3.63    1
## 519   0.74      Good     E     VS1  63.1  58.0  2824 5.73 5.75 3.62    1
## 520   0.82     Ideal     F     SI2  62.4  54.0  2824 6.02 5.97 3.74    1
## 521   0.82   Premium     E     SI2  60.8  60.0  2824 6.05 6.03 3.67    1
## 522   0.71   Premium     G     VS1  62.2  59.0  2825 5.73 5.66 3.54    1
## 523   0.83   Premium     H     SI1  60.0  59.0  2825 6.08 6.05 3.64    1
## 524   0.73 Very Good     G     VS1  62.0  57.0  2825 5.75 5.80 3.58    1
## 525   0.83   Premium     H     SI1  62.5  59.0  2825 6.02 5.95 3.74    1
## 526   1.17   Premium     J      I1  60.2  61.0  2825 6.90 6.83 4.13    1
## 527   0.91      Fair     H     SI2  61.3  67.0  2825 6.24 6.19 3.81    1
## 528   0.73   Premium     E     VS1  62.6  60.0  2826 5.75 5.68 3.58    1
## 529   0.70      Good     E     VS1  57.2  59.0  2826 5.94 5.88 3.38    1
## 530   0.90   Premium     I     SI2  62.2  59.0  2826 6.11 6.07 3.79    1
## 531   0.70   Premium     E     VS1  62.2  58.0  2826 5.66 5.60 3.50    1
## 532   0.70 Very Good     D     VS2  63.3  56.0  2826 5.60 5.58 3.54    1
## 533   0.70   Premium     E     VS1  59.4  61.0  2826 5.78 5.74 3.42    1
## 534   0.90 Very Good     I     SI2  63.5  56.0  2826 6.17 6.07 3.88    1
## 535   0.78   Premium     F     SI1  60.8  60.0  2826 5.97 5.94 3.62    1
## 536   0.96     Ideal     F      I1  60.7  55.0  2826 6.41 6.37 3.88    1
## 537   0.70 Very Good     D     SI1  62.3  59.0  2827 5.67 5.70 3.54    1
## 538   0.72      Good     D     VS2  64.0  54.0  2827 5.68 5.70 3.64    1
## 539   0.79   Premium     H    VVS2  62.6  58.0  2827 5.96 5.90 3.71    1
## 540   0.70     Ideal     H    VVS1  61.6  57.0  2827 5.69 5.74 3.52    1
## 541   0.70     Ideal     H    VVS1  62.3  55.0  2827 5.66 5.70 3.54    1
## 542   0.70     Ideal     D     SI2  60.6  57.0  2828 5.74 5.77 3.49    1
## 543   1.01   Premium     H     SI2  61.6  61.0  2828 6.39 6.31 3.91    1
## 544   0.72   Premium     F     VS1  62.2  58.0  2829 5.75 5.70 3.56    1
## 545   0.80      Good     E     SI2  63.7  54.0  2829 5.91 5.87 3.75    1
## 546   0.59     Ideal     E    VVS1  62.0  56.0  2829 5.36 5.38 3.33    1
## 547   0.72     Ideal     F     VS1  61.7  57.0  2829 5.77 5.74 3.55    1
## 548   0.75   Premium     E     SI2  61.9  57.0  2829 5.88 5.82 3.62    1
## 549   0.80   Premium     E     SI2  60.2  57.0  2829 6.05 6.01 3.63    1
## 550   0.71 Very Good     E     VS2  62.7  59.0  2830 5.65 5.70 3.56    1
## 551   0.77 Very Good     H     SI1  61.7  56.0  2830 5.84 5.89 3.62    1
## 552   0.97     Ideal     F      I1  60.7  56.0  2830 6.41 6.43 3.90    1
## 553   0.53     Ideal     F    VVS1  60.9  57.0  2830 5.23 5.29 3.19    1
## 554   0.53     Ideal     F    VVS1  61.8  57.0  2830 5.16 5.19 3.20    1
## 555   0.80     Ideal     I     VS2  62.1  54.4  2830 5.94 5.99 3.70    1
## 556   0.90   Premium     G     SI1  60.6  62.0  2830 6.21 6.13 3.74    1
## 557   0.76 Very Good     E     SI2  60.8  60.0  2831 5.89 5.98 3.61    1
## 558   0.72     Ideal     E     SI1  62.3  57.0  2831 5.70 5.76 3.57    1
## 559   0.75     Ideal     E     SI1  61.4  57.0  2831 5.82 5.87 3.59    1
## 560   0.72   Premium     E     SI1  62.1  58.0  2831 5.73 5.76 3.57    1
## 561   0.79     Ideal     G     SI1  61.8  56.0  2831 5.93 5.91 3.66    1
## 562   0.72 Very Good     F     VS2  62.5  58.0  2832 5.71 5.75 3.58    1
## 563   0.91 Very Good     I     SI2  62.8  61.0  2832 6.15 6.18 3.87    1
## 564   0.71   Premium     G    VVS2  62.1  57.0  2832 5.75 5.65 3.54    1
## 565   0.81   Premium     G     SI1  63.0  60.0  2832 5.87 5.81 3.68    1
## 566   0.82     Ideal     H     SI1  62.5  57.0  2832 5.91 5.97 3.71    1
## 567   0.71   Premium     F     VS1  62.2  58.0  2832 5.72 5.66 3.54    1
## 568   0.90      Good     J     SI1  64.3  63.0  2832 6.05 6.01 3.88    1
## 569   0.80 Very Good     I     VS2  62.0  58.0  2833 5.86 5.95 3.66    1
## 570   0.56 Very Good     E      IF  61.0  59.0  2833 5.28 5.34 3.24    1
## 571   0.70 Very Good     D     VS2  59.6  61.0  2833 5.77 5.80 3.45    1
## 572   0.70     Ideal     D     VS2  61.0  57.0  2833 5.74 5.76 3.51    1
## 573   0.61     Ideal     F    VVS2  61.7  55.0  2833 5.45 5.48 3.37    1
## 574   0.85     Ideal     H     SI2  62.5  57.0  2833 6.02 6.07 3.78    1
## 575   0.70     Ideal     F     SI1  60.7  57.0  2833 5.73 5.75 3.49    1
## 576   0.80     Ideal     G     VS2  62.2  56.0  2834 5.94 5.87 3.67    1
## 577   0.80     Ideal     H     VS2  62.8  57.0  2834 5.91 5.87 3.70    1
## 578   0.51 Very Good     D    VVS1  59.9  58.0  2834 5.16 5.19 3.10    1
## 579   0.53     Ideal     F    VVS1  61.4  57.0  2834 5.20 5.23 3.20    1
## 580   0.78     Ideal     I     VS2  61.8  55.0  2834 5.92 5.95 3.67    1
## 581   0.90 Very Good     J     SI1  63.4  54.0  2834 6.17 6.14 3.90    1
## 582   0.90      Fair     G     SI2  65.3  59.0  2834 6.07 6.00 3.94    1
## 583   0.77     Ideal     E     SI2  60.7  55.0  2834 6.01 5.95 3.63    1
## 584   0.73     Ideal     F     VS1  61.2  56.0  2835 5.89 5.81 3.58    1
## 585   0.63     Ideal     F    VVS2  61.9  57.0  2835 5.47 5.51 3.40    1
## 586   0.70     Ideal     E     VS2  61.5  54.0  2835 5.70 5.75 3.52    1
## 587   0.72     Ideal     E     VS2  62.8  57.0  2835 5.71 5.73 3.59    1
## 588   0.72     Ideal     E     SI1  61.0  57.0  2835 5.78 5.80 3.53    1
## 589   0.75   Premium     F     VS2  59.6  59.0  2835 6.04 5.94 3.57    1
## 590   0.82 Very Good     H     SI1  60.7  56.0  2836 6.04 6.06 3.67    1
## 591   0.71      Good     E     VS2  62.8  60.0  2836 5.60 5.65 3.53    1
## 592   0.70   Premium     E     VS1  62.6  59.0  2837 5.69 5.66 3.55    1
## 593   0.70     Ideal     E     VS1  61.8  56.0  2837 5.74 5.69 3.53    1
## 594   0.71     Ideal     F     SI1  59.8  53.0  2838 5.86 5.82 3.49    1
## 595   0.76 Very Good     H     SI1  60.9  55.0  2838 5.92 5.94 3.61    1
## 596   0.82      Fair     F     SI1  64.9  58.0  2838 5.83 5.79 3.77    1
## 597   0.72   Premium     F     VS1  58.8  60.0  2838 5.91 5.89 3.47    1
## 598   0.70   Premium     F     VS2  62.3  58.0  2838 5.72 5.64 3.54    1
## 599   0.70   Premium     F     VS2  61.7  58.0  2838 5.69 5.63 3.49    1
## 600   0.70   Premium     G     VS1  62.6  55.0  2838 5.73 5.64 3.56    1
## 601   0.70   Premium     F     VS2  59.4  61.0  2838 5.83 5.79 3.45    1
## 602   0.70 Very Good     E     SI1  63.5  59.0  2838 5.53 5.49 3.50    1
## 603   0.70   Premium     F     VS2  60.9  61.0  2838 5.71 5.66 3.46    1
## 604   0.70   Premium     F     VS2  59.5  58.0  2838 5.85 5.75 3.45    1
## 605   0.70   Premium     G     VS1  63.0  60.0  2838 5.64 5.57 3.53    1
## 606   0.74 Very Good     E     SI1  60.0  57.0  2839 5.85 5.89 3.52    1
## 607   0.71     Ideal     F     VS1  61.5  57.0  2839 5.74 5.71 3.52    1
## 608   0.70     Ideal     F     VS1  61.6  54.0  2839 5.75 5.72 3.53    1
## 609   0.71     Ideal     F     VS1  62.1  55.0  2839 5.82 5.68 3.57    1
## 610   0.71   Premium     F     VS1  59.1  61.0  2839 5.84 5.81 3.44    1
## 611   0.71   Premium     F     VS1  59.0  60.0  2839 5.82 5.80 3.43    1
## 612   0.71   Premium     F     VS1  60.5  58.0  2839 5.75 5.72 3.47    1
## 613   0.70     Ideal     F     VS1  62.4  53.0  2839 5.73 5.71 3.57    1
## 614   0.73     Ideal     G     VS2  61.8  54.0  2839 5.80 5.82 3.59    1
## 615   0.70     Ideal     E     VS2  62.1  54.0  2839 5.69 5.72 3.54    1
## 616   0.70     Ideal     G     VS1  61.3  57.0  2839 5.71 5.74 3.51    1
## 617   0.71   Premium     G    VVS2  60.3  58.0  2839 5.82 5.78 3.50    1
## 618   0.71   Premium     F     VS1  59.2  58.0  2839 5.87 5.82 3.46    1
## 619   0.79   Premium     G     VS2  59.3  62.0  2839 6.09 6.01 3.59    1
## 620   0.71   Premium     F     VS1  62.7  59.0  2839 5.70 5.62 3.55    1
## 621   0.77 Very Good     H     VS1  61.0  60.0  2840 5.90 5.87 3.59    1
## 622   0.75 Very Good     F     SI2  59.8  56.0  2840 5.85 5.92 3.52    1
## 623   0.70     Ideal     F     SI1  61.0  56.0  2840 5.75 5.80 3.52    1
## 624   0.71   Premium     F     VS2  59.3  56.0  2840 5.88 5.82 3.47    1
## 625   0.92     Ideal     D     SI2  61.9  56.0  2840 6.27 6.20 3.86    1
## 626   0.83   Premium     F     SI2  61.4  59.0  2840 6.08 6.04 3.72    1
## 627   0.70   Premium     H    VVS1  59.2  60.0  2840 5.87 5.78 3.45    1
## 628   0.73   Premium     F     VS2  60.3  59.0  2841 5.90 5.87 3.55    1
## 629   0.71 Very Good     D     VS1  63.4  55.0  2841 5.69 5.61 3.58    1
## 630   0.73 Very Good     D     SI1  63.9  57.0  2841 5.66 5.71 3.63    1
## 631   0.82     Ideal     F     SI2  61.7  53.0  2841 6.00 6.12 3.74    1
## 632   0.82     Ideal     F     SI2  62.3  56.0  2841 5.96 6.02 3.73    1
## 633   0.82 Very Good     F     SI2  59.7  57.0  2841 6.12 6.14 3.66    1
## 634   0.52     Ideal     F    VVS1  61.2  56.0  2841 5.19 5.21 3.18    1
## 635   1.00   Premium     F      I1  58.9  60.0  2841 6.60 6.55 3.87    1
## 636   0.95      Fair     G     SI1  66.7  56.0  2841 6.16 6.03 4.06    1
## 637   0.73     Ideal     D     SI1  61.4  57.0  2841 5.76 5.80 3.55    1
## 638   0.73   Premium     F     VS2  59.9  59.0  2841 5.87 5.77 3.50    1
## 639   0.73   Premium     G     VS1  61.4  58.0  2841 5.82 5.77 3.56    1
## 640   0.80     Ideal     I     VS1  62.6  54.0  2842 5.92 5.96 3.72    1
## 641   0.70   Premium     F     VS2  58.7  61.0  2842 5.80 5.72 3.38    1
## 642   0.70 Very Good     E     VS2  60.2  62.0  2843 5.71 5.75 3.45    1
## 643   0.70 Very Good     E     VS2  62.7  58.0  2843 5.65 5.67 3.55    1
## 644   0.71 Very Good     E     VS2  59.4  58.0  2843 5.76 5.82 3.44    1
## 645   0.81 Very Good     F     SI2  63.2  58.0  2843 5.91 5.92 3.74    1
## 646   0.71 Very Good     D     SI1  61.5  58.0  2843 5.73 5.79 3.54    1
## 647   0.73     Ideal     G    VVS2  61.3  57.0  2843 5.81 5.84 3.57    1
## 648   0.73 Very Good     F     VS1  61.8  59.0  2843 5.73 5.79 3.56    1
## 649   0.72     Ideal     E     VS2  62.0  57.0  2843 5.71 5.74 3.55    1
## 650   0.81     Ideal     F     SI2  62.1  57.0  2843 5.91 5.95 3.68    1
## 651   0.71     Ideal     G    VVS2  60.7  57.0  2843 5.81 5.78 3.52    1
## 652   0.73 Very Good     E     SI1  57.7  61.0  2844 5.92 5.96 3.43    1
## 653   0.70 Very Good     E     VS1  62.0  59.0  2844 5.65 5.68 3.51    1
## 654   1.01     Ideal     I      I1  61.5  57.0  2844 6.45 6.46 3.97    1
## 655   1.01      Good     I      I1  63.1  57.0  2844 6.35 6.39 4.02    1
## 656   0.79     Ideal     H     VS2  62.5  57.0  2844 5.91 5.93 3.70    1
## 657   0.70 Very Good     E     VS2  61.8  59.0  2845 5.65 5.68 3.50    1
## 658   0.70 Very Good     E     VS2  58.9  60.0  2845 5.83 5.85 3.44    1
## 659   0.80      Good     H     VS2  63.4  60.0  2845 5.92 5.82 3.72    1
## 660   1.27   Premium     H     SI2  59.3  61.0  2845 7.12 7.05 4.20    1
## 661   0.79     Ideal     D     SI1  61.5  56.0  2846 5.96 5.91 3.65    1
## 662   0.72 Very Good     F     VS1  60.2  59.0  2846 5.79 5.84 3.50    1
## 663   0.73     Ideal     H    VVS2  61.6  56.0  2846 5.79 5.84 3.58    1
## 664   1.01      Fair     H     SI2  65.4  59.0  2846 6.30 6.26 4.11    1
## 665   1.01      Good     H      I1  64.2  61.0  2846 6.25 6.18 3.99    1
## 666   0.73     Ideal     E     SI1  59.1  59.0  2846 5.92 5.95 3.51    1
## 667   0.70     Ideal     E     SI1  61.6  57.0  2846 5.71 5.76 3.53    1
## 668   0.70      Good     F     VS2  59.1  61.0  2846 5.76 5.84 3.43    1
## 669   0.77   Premium     E     SI1  62.9  59.0  2846 5.84 5.79 3.66    1
## 670   0.77   Premium     G     VS2  61.3  60.0  2846 5.91 5.81 3.59    1
## 671   0.77   Premium     G     VS1  61.4  58.0  2846 5.94 5.89 3.63    1
## 672   0.84 Very Good     H     SI1  61.2  57.0  2847 6.10 6.12 3.74    1
## 673   0.72     Ideal     E     SI1  60.3  57.0  2847 5.83 5.85 3.52    1
## 674   0.76   Premium     D     SI1  61.1  59.0  2847 5.93 5.88 3.61    1
## 675   0.70 Very Good     G    VVS2  62.9  59.0  2848 5.61 5.68 3.55    1
## 676   0.54     Ideal     D    VVS2  61.5  55.0  2848 5.25 5.29 3.24    1
## 677   0.75      Fair     D     SI2  64.6  57.0  2848 5.74 5.72 3.70    1
## 678   0.79      Good     E     SI1  64.1  54.0  2849 5.86 5.84 3.75    1
## 679   0.74 Very Good     E     VS1  63.1  58.0  2849 5.75 5.73 3.62    1
## 680   0.70 Very Good     E     VS2  61.0  60.0  2850 5.74 5.77 3.51    1
## 681   0.70     Ideal     F     VS2  60.8  59.0  2850 5.69 5.79 3.49    1
## 682   0.75     Ideal     J     SI1  61.5  56.0  2850 5.83 5.87 3.60    1
## 683   1.20 Very Good     H      I1  63.1  60.0  2850 6.75 6.67 4.23    1
## 684   0.80 Very Good     F     SI1  63.4  57.0  2851 5.89 5.82 3.71    1
## 685   0.66     Ideal     D     VS1  62.1  56.0  2851 5.54 5.57 3.45    1
## 686   0.87 Very Good     F     SI2  61.0  63.0  2851 6.22 6.07 3.75    1
## 687   0.86   Premium     H     SI1  62.7  59.0  2851 6.04 5.98 3.77    1
## 688   0.74     Ideal     F     SI1  61.0  57.0  2851 5.85 5.81 3.56    1
## 689   0.58 Very Good     E      IF  60.6  59.0  2852 5.37 5.43 3.27    1
## 690   0.78     Ideal     I     VS1  61.5  57.0  2852 5.88 5.92 3.63    1
## 691   0.74     Ideal     G     SI1  61.3  55.0  2852 5.85 5.86 3.59    1
## 692   0.73     Ideal     E     SI1  62.7  55.0  2852 5.70 5.79 3.60    1
## 693   0.91 Very Good     I     SI1  63.5  57.0  2852 6.12 6.07 3.87    1
## 694   0.71   Premium     F     VS2  62.6  58.0  2853 5.67 5.70 3.56    1
## 695   0.71      Good     G     VS1  63.5  55.0  2853 5.64 5.66 3.59    1
## 696   0.79     Ideal     D     SI2  62.8  57.0  2853 5.90 5.85 3.69    1
## 697   0.79   Premium     D     SI2  60.0  60.0  2853 6.07 6.03 3.63    1
## 698   0.71   Premium     E     SI1  62.7  58.0  2853 5.73 5.66 3.57    1
## 699   0.82   Premium     I     VS1  61.9  58.0  2853 5.99 5.97 3.70    1
## 700   0.78 Very Good     H     VS1  61.9  57.1  2854 5.87 5.95 3.66    1
## 701   0.70 Very Good     E     VS1  62.4  56.0  2854 5.64 5.70 3.54    1
## 702   1.12   Premium     H      I1  59.1  61.0  2854 6.78 6.75 4.00    1
## 703   0.73   Premium     E     VS2  62.0  57.0  2854 5.86 5.76 3.60    1
## 704   0.91      Fair     J     VS2  64.4  62.0  2854 6.06 6.03 3.89    1
## 705   0.91      Fair     J     VS2  65.4  60.0  2854 6.04 6.00 3.94    1
## 706   0.91      Good     J     VS2  64.2  58.0  2854 6.12 6.09 3.92    1
## 707   0.91      Fair     H     SI1  65.8  58.0  2854 6.04 6.01 3.96    1
## 708   0.70   Premium     E     VS1  58.4  59.0  2854 5.91 5.83 3.43    1
## 709   0.68   Premium     F    VVS2  61.7  57.0  2854 5.67 5.64 3.49    1
## 710   0.73 Very Good     F     VS2  62.5  57.0  2855 5.70 5.75 3.58    1
## 711   1.03      Good     J     SI1  63.6  57.0  2855 6.38 6.29 4.03    1
## 712   0.74   Premium     D     VS2  62.4  57.0  2855 5.80 5.74 3.60    1
## 713   0.98      Fair     E     SI2  53.3  67.0  2855 6.82 6.74 3.61    1
## 714   1.02      Fair     I     SI1  53.0  63.0  2856 6.84 6.77 3.66    1
## 715   1.00      Fair     G     SI2  67.8  61.0  2856 5.96 5.90 4.02    1
## 716   1.02     Ideal     H     SI2  61.6  55.0  2856 6.49 6.43 3.98    1
## 717   0.60     Ideal     F    VVS2  60.8  57.0  2856 5.44 5.49 3.32    1
## 718   0.80     Ideal     G     SI2  61.6  56.0  2856 5.97 6.01 3.69    1
## 719   0.97     Ideal     F      I1  60.7  56.0  2856 6.43 6.41 3.90    1
## 720   1.00      Fair     I     SI1  67.9  62.0  2856 6.19 6.03 4.15    1
## 721   0.26     Ideal     E     VS1  62.3  57.0   556 4.05 4.08 2.53    1
## 722   0.26     Ideal     E     VS1  62.1  56.0   556 4.09 4.12 2.55    1
## 723   0.36     Ideal     H     SI1  61.9  55.0   556 4.57 4.59 2.83    1
## 724   0.34      Good     G     VS2  57.5  61.0   556 4.60 4.66 2.66    1
## 725   0.34      Good     E     SI1  63.3  57.0   556 4.44 4.47 2.82    1
## 726   0.34      Good     E     SI1  63.5  55.0   556 4.44 4.47 2.83    1
## 727   0.34      Good     E     SI1  63.4  55.0   556 4.44 4.46 2.82    1
## 728   0.34 Very Good     G     VS2  59.6  62.0   556 4.54 4.56 2.71    1
## 729   0.34     Ideal     E     SI1  62.2  54.0   556 4.47 4.50 2.79    1
## 730   0.32      Good     E     VS2  64.1  54.0   556 4.34 4.37 2.79    1
## 731   0.31     Ideal     I    VVS1  61.6  55.0   557 4.36 4.41 2.70    1
## 732   0.31     Ideal     I    VVS1  61.3  56.0   557 4.36 4.38 2.68    1
## 733   0.31     Ideal     I    VVS1  62.3  54.0   557 4.37 4.40 2.73    1
## 734   0.31     Ideal     I    VVS1  62.0  54.0   557 4.37 4.40 2.72    1
## 735   0.31     Ideal     I    VVS1  62.7  53.0   557 4.33 4.35 2.72    1
## 736   0.31     Ideal     I    VVS1  62.2  53.0   557 4.36 4.38 2.72    1
## 737   0.31     Ideal     G     VS2  62.2  53.6   557 4.32 4.35 2.70    1
## 738   0.31     Ideal     H     VS1  61.6  54.8   557 4.35 4.37 2.69    1
## 739   0.31     Ideal     H     VS1  61.8  54.2   557 4.33 4.37 2.69    1
## 740   0.33   Premium     G     SI2  59.4  59.0   557 4.52 4.50 2.68    1
## 741   0.33   Premium     F     SI2  62.3  58.0   557 4.43 4.40 2.75    1
## 742   0.33   Premium     G     SI2  62.6  58.0   557 4.42 4.40 2.76    1
## 743   0.33     Ideal     G     SI2  61.9  56.0   557 4.45 4.41 2.74    1
## 744   0.33   Premium     F     SI2  63.0  58.0   557 4.42 4.40 2.78    1
## 745   0.33   Premium     J     VS1  62.8  58.0   557 4.41 4.38 2.76    1
## 746   0.33   Premium     J     VS1  61.5  61.0   557 4.46 4.39 2.72    1
## 747   0.33     Ideal     J     VS1  62.1  55.0   557 4.44 4.41 2.75    1
## 748   0.33     Ideal     I     SI1  63.0  57.0   557 4.39 4.37 2.76    1
## 749   0.33      Good     I     SI1  63.6  53.0   557 4.43 4.40 2.81    1
## 750   0.33   Premium     I     SI1  60.4  59.0   557 4.54 4.50 2.73    1
## 751   1.00      Fair     H     SI2  66.1  56.0  2856 6.21 5.97 4.04    1
## 752   0.77   Premium     F     SI1  60.8  59.0  2856 5.92 5.86 3.58    1
## 753   0.77   Premium     F     SI1  61.0  58.0  2856 5.94 5.90 3.61    1
## 754   0.70      Good     E    VVS2  60.1  63.0  2857 5.68 5.71 3.42    1
## 755   0.90 Very Good     G     SI2  63.1  58.0  2857 6.08 6.02 3.82    1
## 756   0.72     Ideal     E     SI1  62.3  57.0  2857 5.76 5.70 3.57    1
## 757   0.90   Premium     I     VS2  61.9  59.0  2857 6.20 6.14 3.82    1
## 758   0.72   Premium     E     SI1  62.1  58.0  2857 5.76 5.73 3.57    1
## 759   0.70     Ideal     G    VVS2  62.1  56.0  2858 5.63 5.71 3.52    1
## 760   0.81 Very Good     F     SI1  61.3  57.0  2858 6.02 6.05 3.70    1
## 761   0.81 Very Good     F     SI1  61.7  57.0  2858 6.00 6.05 3.72    1
## 762   0.71   Premium     E     VS2  61.0  60.0  2858 5.76 5.69 3.49    1
## 763   0.70   Premium     E     VS2  61.4  59.0  2858 5.73 5.70 3.51    1
## 764   0.71   Premium     E     VS2  61.5  60.0  2858 5.76 5.68 3.52    1
## 765   0.71 Very Good     E     VS2  63.5  59.0  2858 5.68 5.59 3.58    1
## 766   0.92   Premium     J     SI1  62.9  58.0  2858 6.22 6.18 3.90    1
## 767   0.76     Ideal     E     SI1  62.7  54.0  2858 5.88 5.83 3.67    1
## 768   0.73     Ideal     D     SI1  61.5  56.0  2858 5.84 5.80 3.58    1
## 769   0.71   Premium     D     VS2  60.4  62.0  2858 5.74 5.72 3.46    1
## 770   0.70      Good     E    VVS2  63.6  62.0  2858 5.61 5.58 3.56    1
## 771   0.90      Fair     G     SI2  64.5  56.0  2858 6.06 6.00 3.89    1
## 772   0.71      Fair     D     VS2  56.9  65.0  2858 5.89 5.84 3.34    1
## 773   0.70     Ideal     D     VS2  61.0  57.0  2859 5.76 5.74 3.51    1
## 774   0.70   Premium     D     VS2  62.4  56.0  2859 5.72 5.66 3.55    1
## 775   0.77   Premium     F     VS1  60.9  60.0  2859 5.91 5.88 3.59    1
## 776   0.71     Ideal     G     VS1  61.5  56.0  2859 5.74 5.78 3.54    1
## 777   0.70   Premium     D     VS2  59.6  61.0  2859 5.80 5.77 3.45    1
## 778   0.75      Fair     F     VS1  55.8  70.0  2859 6.09 5.98 3.37    1
## 779   0.83   Premium     E     SI2  59.2  60.0  2859 6.17 6.12 3.64    1
## 780   0.71 Very Good     F     VS2  61.3  61.0  2860 5.68 5.73 3.50    1
## 781   0.90 Very Good     J     SI2  63.6  58.0  2860 6.07 6.10 3.87    1
## 782   0.60     Ideal     E    VVS2  61.9  54.9  2860 5.41 5.44 3.35    1
## 783   0.71   Premium     D     VS1  62.9  57.0  2860 5.66 5.60 3.54    1
## 784   0.53     Ideal     F    VVS1  61.4  57.0  2860 5.23 5.20 3.20    1
## 785   0.71   Premium     D     SI1  60.7  58.0  2861 5.95 5.78 3.56    1
## 786   0.62     Ideal     G    VVS2  61.6  56.0  2861 5.45 5.48 3.37    1
## 787   0.62     Ideal     G    VVS2  61.6  56.0  2861 5.48 5.51 3.38    1
## 788   0.90   Premium     I     SI1  63.0  58.0  2861 6.09 6.01 3.81    1
## 789   0.62      Fair     F      IF  60.1  61.0  2861 5.53 5.56 3.33    1
## 790   0.82   Premium     E     SI2  61.7  59.0  2861 6.01 5.98 3.70    1
## 791   0.66   Premium     D     VS1  61.0  58.0  2861 5.67 5.57 3.43    1
## 792   0.70 Very Good     D     SI1  62.5  55.0  2862 5.67 5.72 3.56    1
## 793   0.80 Very Good     F     SI1  62.6  58.0  2862 5.90 5.92 3.70    1
## 794   0.80 Very Good     D     SI2  62.5  59.0  2862 5.88 5.92 3.69    1
## 795   0.79   Premium     F     SI1  62.3  54.0  2862 5.97 5.91 3.70    1
## 796   0.71 Very Good     F    VVS1  63.2  60.0  2862 5.65 5.61 3.56    1
## 797   0.70     Ideal     H     VS2  61.1  57.0  2862 5.71 5.74 3.50    1
## 798   0.70 Very Good     E     VS2  58.7  63.0  2862 5.73 5.69 3.35    1
## 799   0.79   Premium     H     VS1  60.0  60.0  2862 6.07 5.99 3.64    1
## 800   0.70   Premium     E     VS2  59.5  59.0  2862 5.82 5.77 3.45    1
## 801   1.22   Premium     E      I1  60.9  57.0  2862 6.93 6.88 4.21    1
## 802   1.01      Fair     E     SI2  67.6  57.0  2862 6.21 6.11 4.18    1
## 803   0.73   Premium     E     VS2  62.5  61.0  2862 5.78 5.64 3.59    1
## 804   0.91      Good     I     VS2  64.3  58.0  2863 6.05 6.09 3.90    1
## 805   0.71     Ideal     D     SI1  60.8  56.0  2863 5.80 5.77 3.52    1
## 806   0.83   Premium     G     SI1  62.3  58.0  2863 6.01 5.97 3.73    1
## 807   0.84   Premium     F     SI2  62.3  59.0  2863 6.06 6.01 3.76    1
## 808   0.71   Premium     D     SI1  61.0  61.0  2863 5.82 5.75 3.53    1
## 809   0.71   Premium     D     SI1  59.7  59.0  2863 5.82 5.80 3.47    1
## 810   0.71   Premium     D     SI1  61.7  56.0  2863 5.80 5.68 3.54    1
## 811   0.71     Ideal     D     SI1  61.7  57.0  2863 5.75 5.70 3.53    1
## 812   0.71   Premium     D     SI1  61.4  58.0  2863 5.79 5.75 3.54    1
## 813   0.71   Premium     D     SI1  60.6  58.0  2863 5.79 5.77 3.50    1
## 814   0.91   Premium     J     SI1  59.5  62.0  2863 6.40 6.18 3.74    1
## 815   0.90   Premium     J     VS2  59.8  62.0  2863 6.24 6.21 3.72    1
## 816   0.71   Premium     H    VVS2  61.5  62.0  2863 5.74 5.68 3.51    1
## 817   0.71   Premium     E     SI1  59.1  61.0  2863 5.84 5.80 3.44    1
## 818   0.72     Ideal     F     VS2  59.5  57.0  2863 5.91 5.86 3.50    1
## 819   0.72   Premium     E     SI1  60.9  60.0  2863 5.78 5.74 3.51    1
## 820   0.71     Ideal     E     VS2  61.0  55.0  2863 5.79 5.75 3.52    1
## 821   0.81     Ideal     E     SI2  60.3  57.0  2864 6.07 6.04 3.65    1
## 822   0.83 Very Good     I     VS2  61.6  58.0  2865 6.05 6.07 3.73    1
## 823   0.73   Premium     D     SI1  60.8  55.0  2865 5.87 5.81 3.55    1
## 824   0.56 Very Good     D    VVS1  62.0  56.0  2866 5.25 5.30 3.27    1
## 825   0.56 Very Good     D    VVS1  61.8  55.0  2866 5.27 5.31 3.27    1
## 826   0.71     Ideal     E     VS1  62.2  55.0  2866 5.74 5.70 3.56    1
## 827   0.70     Ideal     H    VVS1  62.3  58.0  2866 5.66 5.70 3.54    1
## 828   0.96   Premium     I     SI1  61.3  58.0  2866 6.39 6.30 3.89    1
## 829   0.71 Very Good     H    VVS1  62.9  57.0  2867 5.67 5.69 3.57    1
## 830   0.70     Ideal     D     VS2  62.4  57.0  2867 5.68 5.61 3.52    1
## 831   0.71     Ideal     H    VVS1  60.4  57.0  2867 5.78 5.81 3.50    1
## 832   0.80   Premium     H     VS2  61.2  53.0  2867 6.05 5.98 3.68    1
## 833   0.95   Premium     F     SI2  58.4  57.0  2867 6.49 6.41 3.77    1
## 834   0.82     Ideal     F     SI2  62.3  56.0  2867 5.99 5.95 3.72    1
## 835   0.52     Ideal     F    VVS1  61.2  56.0  2867 5.21 5.19 3.18    1
## 836   0.82     Ideal     F     SI2  61.7  53.0  2867 6.12 6.00 3.74    1
## 837   0.82     Ideal     F     SI2  62.3  56.0  2867 6.02 5.96 3.73    1
## 838   0.82   Premium     F     SI2  59.7  57.0  2867 6.14 6.12 3.66    1
## 839   0.80     Ideal     G     SI1  61.3  57.0  2867 5.96 5.91 3.64    1
## 840   0.96      Fair     F     SI2  68.2  61.0  2867 6.07 5.88 4.10    1
## 841   0.72     Ideal     I     VS1  62.4  55.0  2868 5.72 5.75 3.58    1
## 842   0.62     Ideal     G      IF  60.5  57.0  2868 5.52 5.56 3.35    1
## 843   0.79   Premium     E     SI2  61.0  58.0  2868 5.96 5.90 3.62    1
## 844   0.75 Very Good     E     SI1  63.1  56.0  2868 5.78 5.70 3.62    1
## 845   1.08   Premium     D      I1  61.9  60.0  2869 6.55 6.48 4.03    1
## 846   0.72     Ideal     E     SI1  60.8  55.0  2869 5.77 5.84 3.53    1
## 847   0.62     Ideal     G      IF  61.8  56.0  2869 5.43 5.47 3.37    1
## 848   0.73     Ideal     G    VVS2  61.3  57.0  2869 5.84 5.81 3.57    1
## 849   0.72     Ideal     H    VVS2  60.9  57.0  2869 5.79 5.77 3.52    1
## 850   0.52   Premium     F    VVS2  61.8  60.0  2870 5.16 5.13 3.18    1
## 851   0.83     Ideal     E     SI2  62.2  57.0  2870 6.00 6.05 3.75    1
## 852   0.64   Premium     E    VVS2  62.1  58.0  2870 5.56 5.51 3.44    1
## 853   0.80     Ideal     G     SI1  62.5  57.0  2870 5.94 5.90 3.70    1
## 854   0.74     Ideal     H     SI1  62.1  56.0  2870 5.77 5.83 3.60    1
## 855   0.72     Ideal     F     SI1  61.5  56.0  2870 5.72 5.79 3.54    1
## 856   0.82     Ideal     H     VS2  59.5  57.0  2870 6.12 6.09 3.63    1
## 857   0.73   Premium     E     VS1  61.3  59.0  2870 5.81 5.78 3.55    1
## 858   1.04   Premium     I      I1  61.6  61.0  2870 6.47 6.45 3.98    1
## 859   0.73 Very Good     E     SI1  61.3  58.0  2871 5.76 5.83 3.55    1
## 860   0.73      Good     E     SI1  63.6  57.0  2871 5.70 5.72 3.63    1
## 861   0.90   Premium     J     SI1  62.8  59.0  2871 6.13 6.03 3.82    1
## 862   0.75     Ideal     I     SI1  61.8  55.0  2871 5.83 5.85 3.61    1
## 863   0.79     Ideal     G     SI1  62.6  55.0  2871 5.91 5.95 3.71    1
## 864   0.70      Good     D     SI1  62.5  56.7  2872 5.59 5.62 3.51    1
## 865   0.75 Very Good     D     SI1  60.7  55.0  2872 5.87 5.92 3.58    1
## 866   1.02     Ideal     I      I1  61.7  56.0  2872 6.44 6.49 3.99    1
## 867   0.70 Very Good     G     SI2  59.0  62.0  2872 5.79 5.81 3.42    1
## 868   0.70     Ideal     D     SI1  61.8  56.0  2872 5.63 5.73 3.51    1
## 869   0.70      Good     E     SI1  61.4  64.0  2872 5.66 5.71 3.49    1
## 870   0.70     Ideal     D     SI1  61.4  54.0  2872 5.71 5.75 3.52    1
## 871   0.70     Ideal     D     SI1  60.7  56.0  2872 5.72 5.75 3.48    1
## 872   0.70 Very Good     D     SI1  60.2  60.0  2872 5.75 5.82 3.48    1
## 873   0.72 Very Good     E     VS2  58.3  57.0  2872 5.89 5.94 3.45    1
## 874   0.74     Ideal     E     SI1  62.3  58.0  2872 5.74 5.78 3.59    1
## 875   0.84      Good     G     SI1  65.1  55.0  2872 5.88 5.97 3.86    1
## 876   0.76 Very Good     F     VS2  62.0  58.0  2873 5.80 5.86 3.62    1
## 877   0.77 Very Good     E     SI1  63.2  58.0  2873 5.80 5.84 3.68    1
## 878   0.76     Ideal     E     SI2  62.8  56.0  2873 5.78 5.82 3.64    1
## 879   1.00     Ideal     I     SI2  61.7  56.0  2873 6.45 6.41 3.97    1
## 880   1.00      Fair     H     SI1  65.5  62.0  2873 6.14 6.07 4.00    1
## 881   0.90      Fair     I     SI1  65.7  58.0  2873 6.03 6.00 3.95    1
## 882   0.90   Premium     J     SI1  61.8  58.0  2873 6.16 6.13 3.80    1
## 883   0.90      Good     J     SI1  64.0  61.0  2873 6.00 5.96 3.83    1
## 884   0.90      Fair     I     SI1  65.3  61.0  2873 5.98 5.94 3.89    1
## 885   0.90      Fair     I     SI1  65.8  56.0  2873 6.01 5.96 3.94    1
## 886   0.90   Premium     J     SI1  60.9  61.0  2873 6.26 6.22 3.80    1
## 887   0.78   Premium     F     VS2  62.6  58.0  2874 5.91 5.82 3.67    1
## 888   0.71   Premium     D     VS2  61.2  59.0  2874 5.69 5.74 3.50    1
## 889   0.70   Premium     F     VS1  59.0  59.0  2874 5.79 5.77 3.41    1
## 890   0.70   Premium     F     VS1  60.8  62.0  2874 5.71 5.67 3.46    1
## 891   0.70   Premium     G    VVS2  61.8  58.0  2874 5.67 5.63 3.49    1
## 892   0.70     Ideal     F     VS1  61.0  55.0  2874 5.77 5.73 3.51    1
## 893   0.70     Ideal     F     VS1  61.6  55.0  2874 5.75 5.71 3.53    1
## 894   0.70     Ideal     F     VS1  62.4  56.0  2874 5.69 5.65 3.54    1
## 895   0.70   Premium     G    VVS2  62.9  59.0  2874 5.68 5.61 3.55    1
## 896   1.00      Fair     H     SI2  67.7  60.0  2875 6.11 5.98 4.09    1
## 897   0.77     Ideal     H     SI1  62.4  56.0  2875 5.84 5.90 3.66    1
## 898   1.00      Fair     J     VS1  65.5  55.0  2875 6.30 6.25 4.11    1
## 899   1.00      Fair     I     SI1  66.3  61.0  2875 6.08 6.03 4.01    1
## 900   1.00      Fair     H     SI2  69.5  55.0  2875 6.17 6.10 4.26    1
## 901   0.73   Premium     E     VS1  62.6  60.0  2876 5.68 5.75 3.58    1
## 902   0.79   Premium     E     VS2  60.6  53.0  2876 6.04 5.98 3.64    1
## 903   0.72 Very Good     H     VS1  62.2  54.0  2877 5.74 5.76 3.57    1
## 904   0.71     Ideal     E     VS1  62.4  56.0  2877 5.75 5.70 3.57    1
## 905   0.74     Ideal     G     VS2  62.3  55.0  2877 5.80 5.83 3.62    1
## 906   0.70      Good     H    VVS1  62.7  56.0  2877 5.60 5.66 3.53    1
## 907   0.70      Good     F     VS1  59.1  62.0  2877 5.82 5.86 3.44    1
## 908   0.79 Very Good     F     SI1  62.8  59.0  2878 5.86 5.89 3.69    1
## 909   0.79 Very Good     F     SI1  62.7  60.0  2878 5.82 5.89 3.67    1
## 910   0.79 Very Good     D     SI2  59.7  58.0  2878 6.00 6.07 3.60    1
## 911   0.71     Ideal     I     VS2  61.5  55.0  2878 5.76 5.78 3.55    1
## 912   0.79     Ideal     F     SI1  62.8  56.0  2878 5.88 5.90 3.70    1
## 913   0.73 Very Good     F     SI1  61.4  56.0  2879 5.81 5.86 3.58    1
## 914   0.63   Premium     E      IF  60.3  62.0  2879 5.55 5.53 3.34    1
## 915   0.70   Premium     F     VS1  60.4  60.0  2879 5.73 5.70 3.45    1
## 916   0.71   Premium     F     VS1  62.7  58.0  2879 5.71 5.67 3.57    1
## 917   0.84     Ideal     G     SI2  61.0  56.0  2879 6.13 6.10 3.73    1
## 918   0.84     Ideal     G     SI2  62.3  55.0  2879 6.08 6.03 3.77    1
## 919   1.02     Ideal     J     SI2  60.3  54.0  2879 6.53 6.50 3.93    1
## 920   0.72      Fair     F     VS1  56.9  69.0  2879 5.93 5.77 3.33    1
## 921   0.72     Ideal     F     VS1  62.0  56.0  2879 5.76 5.73 3.56    1
## 922   0.92 Very Good     J     SI2  58.7  61.0  2880 6.34 6.43 3.75    1
## 923   0.74 Very Good     D     SI1  63.9  57.0  2880 5.72 5.74 3.66    1
## 924   0.70     Ideal     H    VVS1  62.0  55.0  2881 5.74 5.71 3.55    1
## 925   0.71 Very Good     E     VS2  60.0  59.0  2881 5.84 5.83 3.50    1
## 926   1.05   Premium     H      I1  62.0  59.0  2881 6.50 6.47 4.02    1
## 927   0.70 Very Good     H      IF  62.8  56.0  2882 5.62 5.65 3.54    1
## 928   0.54     Ideal     F    VVS1  61.8  56.0  2882 5.23 5.26 3.24    1
## 929   0.73   Premium     F     VS2  59.9  58.0  2882 5.87 5.84 3.51    1
## 930   0.88      Fair     F     SI1  56.6  65.0  2882 6.39 6.32 3.60    1
## 931   0.73   Premium     F     VS2  58.7  57.0  2882 5.97 5.92 3.49    1
## 932   0.72     Ideal     D     SI1  61.8  56.0  2883 5.75 5.81 3.57    1
## 933   0.90      Good     H     SI2  62.7  64.0  2883 6.09 6.00 3.79    1
## 934   0.90      Fair     H     SI2  65.0  61.0  2883 6.01 5.96 3.89    1
## 935   1.03      Fair     I     SI2  65.3  55.0  2884 6.32 6.27 4.11    1
## 936   0.84 Very Good     F     SI1  63.8  57.0  2885 5.95 6.00 3.81    1
## 937   1.01   Premium     I     SI1  62.7  60.0  2885 6.36 6.27 3.96    1
## 938   0.77     Ideal     D     SI2  61.5  55.0  2885 5.90 5.93 3.64    1
## 939   0.80      Fair     E     SI1  56.3  63.0  2885 6.22 6.14 3.48    1
## 940   0.90      Fair     D     SI2  66.9  57.0  2885 6.02 5.90 3.99    1
## 941   0.73     Ideal     E     SI1  61.4  56.0  2886 5.79 5.81 3.56    1
## 942   0.72     Ideal     E     SI1  62.7  55.0  2886 5.64 5.69 3.55    1
## 943   0.71 Very Good     D     SI1  62.4  54.0  2887 5.71 5.79 3.59    1
## 944   0.70   Premium     E     VS1  62.6  59.0  2887 5.66 5.69 3.55    1
## 945   0.79     Ideal     I     VS1  61.7  59.0  2888 5.93 5.96 3.67    1
## 946   0.72 Very Good     G    VVS2  62.5  58.0  2889 5.68 5.72 3.56    1
## 947   0.70 Very Good     E     VS2  63.5  54.0  2889 5.62 5.66 3.58    1
## 948   0.70 Very Good     F     VS1  62.2  58.0  2889 5.64 5.75 3.54    1
## 949   0.90      Good     H     SI2  63.5  58.0  2889 6.09 6.14 3.88    1
## 950   0.71 Very Good     F     VS1  62.8  56.0  2889 5.69 5.72 3.58    1
## 951   0.50     Ideal     E    VVS2  62.2  54.0  2889 5.08 5.12 3.17    1
## 952   0.50     Ideal     E    VVS2  62.2  54.0  2889 5.09 5.11 3.17    1
## 953   0.74     Ideal     F     SI1  61.2  56.0  2889 5.83 5.87 3.58    1
## 954   0.77   Premium     F     VS2  61.8  56.0  2889 5.94 5.90 3.66    1
## 955   0.77   Premium     E     SI1  59.8  61.0  2889 5.99 5.95 3.57    1
## 956   0.80     Ideal     F     SI1  61.5  54.0  2890 6.07 6.00 3.71    1
## 957   0.80     Ideal     F     SI1  62.4  57.0  2890 5.90 5.87 3.67    1
## 958   0.80   Premium     F     SI1  61.5  60.0  2890 5.97 5.94 3.66    1
## 959   0.80      Good     F     SI1  63.8  59.0  2890 5.87 5.83 3.73    1
## 960   0.66     Ideal     G    VVS1  61.5  56.0  2890 5.61 5.58 3.44    1
## 961   0.71 Very Good     E     VS2  61.2  58.0  2891 5.71 5.79 3.52    1
## 962   0.71     Ideal     F     VS2  61.2  56.0  2891 5.73 5.77 3.52    1
## 963   0.71     Ideal     E     VS2  61.6  56.0  2891 5.74 5.76 3.54    1
## 964   0.71     Ideal     E     VS2  62.7  56.0  2891 5.71 5.75 3.59    1
## 965   0.72     Ideal     D     SI1  61.1  56.0  2891 5.78 5.81 3.54    1
## 966   0.71      Good     D     VS2  62.3  61.0  2891 5.70 5.73 3.56    1
## 967   0.86     Ideal     H     SI2  61.8  55.0  2892 6.12 6.14 3.79    1
## 968   1.19      Fair     H      I1  65.1  59.0  2892 6.62 6.55 4.29    1
## 969   0.71 Very Good     F     VS1  62.6  55.0  2893 5.66 5.71 3.56    1
## 970   0.82 Very Good     G     SI2  62.5  56.0  2893 5.99 6.04 3.76    1
## 971   0.71     Ideal     G    VVS2  61.5  57.0  2893 5.73 5.75 3.53    1
## 972   0.75     Ideal     F     VS2  62.5  57.0  2893 5.78 5.83 3.63    1
## 973   0.70 Very Good     H    VVS1  59.2  60.0  2893 5.87 5.78 3.45    1
## 974   0.80     Ideal     G     SI2  62.5  55.0  2893 5.89 5.92 3.69    1
## 975   0.82      Good     G     SI2  59.9  62.0  2893 6.02 6.04 3.61    1
## 976   0.82 Very Good     G     SI1  63.4  55.0  2893 6.00 5.93 3.78    1
## 977   0.82   Premium     G     SI1  59.9  59.0  2893 6.09 6.06 3.64    1
## 978   0.81 Very Good     E     SI2  62.4  57.0  2894 5.91 5.99 3.71    1
## 979   0.81     Ideal     G     SI2  62.2  57.0  2894 5.96 6.00 3.72    1
## 980   0.76     Ideal     F     SI1  61.4  56.0  2894 5.88 5.92 3.62    1
## 981   0.71 Very Good     G     VS2  60.9  56.0  2895 5.75 5.78 3.51    1
## 982   0.70 Very Good     F     VS1  61.8  59.0  2895 5.66 5.76 3.53    1
## 983   0.70     Ideal     G    VVS2  62.1  53.0  2895 5.71 5.75 3.56    1
## 984   0.74 Very Good     G     VS1  59.8  58.0  2896 5.85 5.89 3.51    1
## 985   0.77 Very Good     G     VS2  61.3  60.0  2896 5.81 5.91 3.59    1
## 986   0.77 Very Good     G     VS2  58.3  63.0  2896 6.00 6.05 3.51    1
## 987   0.53     Ideal     F    VVS1  61.6  56.0  2896 5.18 5.24 3.21    1
## 988   0.79     Ideal     D     SI1  61.5  56.0  2896 5.91 5.96 3.65    1
## 989   0.73     Ideal     E     SI2  61.5  55.0  2896 5.82 5.86 3.59    1
## 990   0.77     Ideal     D     SI2  62.1  56.0  2896 5.83 5.89 3.64    1
## 991   0.77   Premium     E     SI1  60.9  58.0  2896 5.94 5.88 3.60    1
## 992   1.01 Very Good     I      I1  63.1  57.0  2896 6.39 6.35 4.02    1
## 993   1.01     Ideal     I      I1  61.5  57.0  2896 6.46 6.45 3.97    1
## 994   0.60 Very Good     D    VVS2  60.6  57.0  2897 5.48 5.51 3.33    1
## 995   0.76   Premium     E     SI1  61.1  58.0  2897 5.91 5.85 3.59    1
## 996   0.54     Ideal     D    VVS2  61.4  52.0  2897 5.30 5.34 3.26    1
## 997   0.72     Ideal     E     SI1  62.5  55.0  2897 5.69 5.74 3.57    1
## 998   0.72      Good     F     VS1  59.4  61.0  2897 5.82 5.89 3.48    1
## 999   0.74   Premium     D     VS2  61.8  58.0  2897 5.81 5.77 3.58    1
## 1000  1.12   Premium     J     SI2  60.6  59.0  2898 6.68 6.61 4.03    1
## 1001  0.75     Ideal     D     SI1  62.3  55.0  2898 5.83 5.80 3.62    1
## 1002  0.77     Ideal     D     SI1  62.6  57.0  2898 5.92 5.81 3.67    1
## 1003  0.98      Good     H     SI2  57.9  56.0  2898 6.51 6.47 3.76    1
## 1004  0.79     Ideal     G     SI1  61.1  57.0  2898 5.98 5.93 3.64    1
## 1005  0.79     Ideal     G     SI1  62.3  57.0  2898 5.90 5.85 3.66    5
## 1006  0.70      Good     G    VVS1  59.9  61.0  2899 5.75 5.81 3.46    1
## 1007  0.70 Very Good     F     SI1  61.9  58.0  2900 5.71 5.72 3.54    1
## 1008  0.72   Premium     D     VS1  62.7  58.0  2900 5.68 5.65 3.55    1
## 1009  0.80   Premium     F     SI1  62.7  58.0  2901 5.91 5.93 3.71    1
## 1010  0.81     Ideal     E     SI2  63.0  56.0  2901 5.95 5.90 3.73    1
## 1011  0.81   Premium     E     SI2  62.5  59.0  2901 5.97 5.90 3.71    1
## 1012  0.74     Ideal     E     VS2  61.9  57.0  2901 5.81 5.78 3.59    1
## 1013  0.73   Premium     E     VS2  62.0  60.0  2902 5.76 5.73 3.56    1
## 1014  0.73     Ideal     E     VS2  61.4  55.0  2902 5.82 5.80 3.57    1
## 1015  0.75     Ideal     G     SI1  61.6  55.0  2902 5.82 5.86 3.60    1
## 1016  0.71      Fair     E     VS2  64.6  59.0  2902 5.62 5.59 3.62    1
## 1017  0.71   Premium     E     VS2  59.6  60.0  2902 5.85 5.80 3.47    1
## 1018  0.75   Premium     D     SI1  62.8  60.0  2903 5.78 5.74 3.62    1
## 1019  0.75     Ideal     D     SI1  62.3  57.0  2903 5.83 5.80 3.62    1
## 1020  0.72     Ideal     D     SI1  61.9  55.0  2903 5.78 5.75 3.57    1
## 1021  0.72   Premium     D     SI1  61.4  59.0  2903 5.79 5.71 3.53    1
## 1022  0.72   Premium     E     VS2  61.1  59.0  2903 5.80 5.75 3.53    1
## 1023  0.79 Very Good     F     SI1  63.0  54.0  2904 5.91 5.94 3.73    1
## 1024  0.79 Very Good     D     SI2  62.8  57.0  2904 5.85 5.90 3.69    1
## 1025  0.70 Very Good     E     VS1  58.4  59.0  2904 5.83 5.91 3.43    1
## 1026  0.62     Ideal     E    VVS2  62.0  56.0  2904 5.48 5.52 3.41    1
## 1027  0.70 Very Good     G    VVS2  59.3  62.0  2905 5.78 5.82 3.44    1
## 1028  0.70 Very Good     G    VVS2  63.4  59.0  2905 5.62 5.64 3.57    1
## 1029  0.70 Very Good     G    VVS2  63.3  59.0  2905 5.59 5.62 3.55    1
## 1030  0.71 Very Good     G     VS2  62.1  58.0  2905 5.65 5.71 3.53    1
## 1031  0.86 Very Good     I     VS1  61.2  58.0  2905 6.10 6.16 3.75    1
## 1032  0.53     Ideal     D    VVS1  62.5  54.0  2905 5.16 5.21 3.24    1
## 1033  0.91 Very Good     J     SI1  63.5  58.0  2905 6.17 6.12 3.90    1
## 1034  0.95      Good     I     SI2  63.8  57.0  2905 6.23 6.13 3.94    1
## 1035  0.91   Premium     J     SI1  62.8  59.0  2905 6.19 6.14 3.87    1
## 1036  0.74 Very Good     D     VS2  62.4  57.0  2906 5.74 5.80 3.60    1
## 1037  0.80     Ideal     I     VS1  62.2  58.0  2906 5.92 5.95 3.69    1
## 1038  0.74      Good     E     SI1  62.8  61.0  2906 5.74 5.76 3.61    1
## 1039  0.61     Ideal     E    VVS2  62.4  53.9  2907 5.42 5.43 3.38    1
## 1040  0.61     Ideal     E    VVS2  62.4  53.6  2907 5.42 5.45 3.39    1
## 1041  0.61     Ideal     E    VVS2  62.1  54.2  2907 5.43 5.45 3.38    1
## 1042  0.72     Ideal     H    VVS1  62.8  57.0  2907 5.68 5.72 3.58    1
## 1043  0.70     Ideal     F     VS2  62.3  53.0  2907 5.69 5.73 3.56    1
## 1044  0.71     Ideal     F     VS1  61.9  56.0  2907 5.70 5.74 3.54    1
## 1045  0.79     Ideal     G     SI1  60.3  60.0  2907 5.98 6.02 3.62    1
## 1046  0.72     Ideal     E     SI1  62.6  56.0  2907 5.70 5.73 3.58    1
## 1047  0.33     Ideal     G     SI2  62.9  55.0   557 4.46 4.41 2.79    1
## 1048  0.39     Ideal     H     SI2  61.5  57.0   558 4.66 4.70 2.88    1
## 1049  0.32     Ideal     D     SI1  61.3  55.0   558 4.41 4.46 2.72    1
## 1050  0.25   Premium     F     VS1  61.2  59.0   558 4.05 4.02 2.47    1
## 1051  0.25      Good     F     VS1  63.6  57.0   558 4.04 4.01 2.56    1
## 1052  0.25   Premium     E     VS1  60.7  59.0   558 4.13 4.11 2.50    1
## 1053  0.25   Premium     E     VS1  61.5  60.0   558 4.04 4.02 2.48    1
## 1054  0.31   Premium     I     VS2  60.8  58.0   558 4.37 4.34 2.65    1
## 1055  0.31   Premium     I     VS2  59.8  60.0   558 4.42 4.38 2.63    1
## 1056  0.31 Very Good     I     VS2  63.2  55.0   558 4.40 4.30 2.75    1
## 1057  0.31   Premium     I     VS2  62.3  57.0   558 4.35 4.32 2.70    1
## 1058  0.31   Premium     H     SI1  58.7  60.0   558 4.47 4.43 2.61    1
## 1059  0.31   Premium     H     SI1  62.7  58.0   558 4.34 4.31 2.71    1
## 1060  0.31     Ideal     E     SI2  61.7  56.0   558 4.40 4.35 2.70    1
## 1061  0.31     Ideal     E     SI2  60.1  57.0   558 4.44 4.41 2.66    1
## 1062  0.31     Ideal     E     SI2  61.3  55.0   558 4.37 4.34 2.67    1
## 1063  0.31   Premium     I     VS2  60.8  60.0   558 4.42 4.37 2.67    1
## 1064  0.31     Ideal     I     VS2  59.9  57.0   558 4.40 4.38 2.63    1
## 1065  0.31   Premium     I     VS2  59.9  60.0   558 4.44 4.41 2.65    1
## 1066  0.31   Premium     I     VS2  61.1  58.0   558 4.38 4.36 2.67    1
## 1067  0.31   Premium     I     VS2  60.7  61.0   558 4.34 4.32 2.63    1
## 1068  0.31 Very Good     I     VS2  63.1  54.0   558 4.34 4.31 2.73    1
## 1069  0.31   Premium     I     VS2  62.3  60.0   558 4.32 4.31 2.69    1
## 1070  0.31   Premium     H     SI1  61.7  59.0   558 4.39 4.36 2.70    1
## 1071  0.31   Premium     H     SI1  61.0  61.0   558 4.39 4.33 2.66    1
## 1072  0.31      Good     H     SI1  63.6  57.0   558 4.31 4.28 2.73    1
## 1073  0.31   Premium     H     SI1  62.4  57.0   558 4.35 4.31 2.70    1
## 1074  0.31   Premium     H     SI1  62.8  58.0   558 4.32 4.28 2.70    1
## 1075  0.31     Ideal     H     SI1  62.9  56.0   558 4.31 4.27 2.70    1
## 1076  0.31   Premium     E     SI2  60.9  60.0   558 4.38 4.35 2.66    1
## 1077  0.82 Very Good     H     SI1  63.6  56.0  2908 5.90 5.95 3.77    1
## 1078  0.73     Ideal     I     VS1  61.5  55.0  2908 5.80 5.84 3.58    1
## 1079  0.70   Premium     D     VS2  61.0  60.0  2909 5.75 5.70 3.49    1
## 1080  0.70   Premium     D     VS2  60.9  57.0  2909 5.71 5.69 3.47    1
## 1081  0.71     Ideal     H     VS1  61.2  56.0  2909 5.76 5.81 3.54    1
## 1082  0.71     Ideal     H     VS1  61.9  56.0  2909 5.70 5.74 3.54    1
## 1083  0.90     Ideal     I     SI2  61.9  57.0  2909 6.19 6.13 3.81    1
## 1084  0.71 Very Good     D     VS1  62.9  57.0  2910 5.60 5.66 3.54    1
## 1085  1.05   Premium     I     SI2  58.3  57.0  2911 6.72 6.67 3.90    1
## 1086  0.59     Ideal     E    VVS2  61.1  57.0  2911 5.39 5.41 3.30    1
## 1087  0.71     Ideal     G     VS2  60.6  56.0  2911 5.76 5.80 3.50    1
## 1088  0.77      Good     F     VS2  60.3  61.0  2911 5.89 5.96 3.57    1
## 1089  0.73      Good     E     VS2  64.2  54.0  2912 5.68 5.72 3.66    1
## 1090  0.70      Good     E     VS2  58.7  63.0  2912 5.69 5.73 3.35    1
## 1091  0.73      Good     E     VS2  63.2  56.0  2912 5.75 5.76 3.64    1
## 1092  0.80   Premium     E     SI1  61.2  60.0  2912 5.97 5.95 3.65    1
## 1093  1.00      Fair     H     SI2  65.2  54.0  2912 6.30 6.22 4.08    1
## 1094  1.00      Fair     I     SI1  66.0  56.0  2912 6.31 6.24 4.13    1
## 1095  1.00      Fair     H     SI2  67.0  55.0  2912 6.25 6.12 4.16    1
## 1096  0.70 Very Good     D     VS2  60.7  60.0  2913 5.72 5.74 3.48    1
## 1097  0.71   Premium     D     SI1  61.4  58.0  2913 5.75 5.79 3.54    1
## 1098  0.71   Premium     G     SI2  60.8  59.0  2913 5.70 5.74 3.48    1
## 1099  0.71   Premium     D     SI1  60.6  58.0  2913 5.77 5.79 3.50    1
## 1100  0.71 Very Good     D     SI1  61.7  56.0  2913 5.68 5.80 3.54    1
## 1101  0.71     Ideal     D     SI1  61.7  57.0  2913 5.70 5.75 3.53    1
## 1102  0.71   Premium     D     SI1  59.7  59.0  2913 5.80 5.82 3.47    1
## 1103  0.91   Premium     I     SI2  62.0  59.0  2913 6.18 6.23 3.85    1
## 1104  0.83   Premium     E     SI1  62.2  59.0  2913 6.05 5.97 3.74    1
## 1105  0.85     Ideal     G     SI2  62.0  57.0  2913 6.10 6.02 3.76    1
## 1106  0.80 Very Good     F     SI1  63.5  55.0  2914 5.86 5.89 3.73    1
## 1107  0.73     Ideal     E     SI1  61.4  58.0  2914 5.76 5.80 3.55    1
## 1108  0.83 Very Good     I     VS2  62.0  55.0  2915 6.03 6.06 3.74    1
## 1109  0.77 Very Good     G     SI1  63.6  57.0  2915 5.79 5.88 3.71    1
## 1110  0.80 Very Good     G     SI2  62.0  55.0  2915 5.94 6.01 3.70    1
## 1111  0.71     Ideal     F     VS2  62.2  56.0  2915 5.74 5.71 3.56    1
## 1112  0.73 Very Good     H     VS1  60.8  57.0  2916 5.80 5.83 3.54    1
## 1113  0.93     Ideal     I     SI1  62.0  57.0  2917 6.22 6.26 3.87    1
## 1114  0.74   Premium     F     VS1  62.5  60.0  2917 5.78 5.74 3.60    1
## 1115  0.70     Ideal     E     VS2  62.5  58.0  2917 5.63 5.67 3.53    1
## 1116  0.71     Ideal     F     VS2  61.2  56.0  2917 5.77 5.73 3.52    1
## 1117  0.71 Very Good     F     VS2  59.5  58.0  2918 5.82 5.87 3.48    1
## 1118  0.80 Very Good     H     VS2  61.2  53.0  2918 5.98 6.05 3.68    1
## 1119  0.71     Ideal     H    VVS1  62.1  54.0  2918 5.70 5.76 3.56    1
## 1120  0.72     Ideal     I     VS2  61.8  55.0  2918 5.75 5.79 3.56    1
## 1121  0.83 Very Good     D     SI2  63.1  57.0  2918 5.95 5.90 3.74    1
## 1122  0.72 Very Good     G     VS1  60.5  57.0  2919 5.80 5.83 3.52    1
## 1123  0.80 Very Good     H     SI1  62.5  56.0  2919 5.92 5.96 3.71    1
## 1124  0.73   Premium     G    VVS2  62.2  56.0  2919 5.79 5.75 3.59    1
## 1125  0.70      Good     F     VS1  63.8  58.0  2919 5.61 5.58 3.57    1
## 1126  0.73     Ideal     H     VS1  61.9  55.0  2919 5.79 5.76 3.58    1
## 1127  0.73     Ideal     G    VVS2  61.9  55.0  2919 5.83 5.77 3.59    1
## 1128  0.71   Premium     E     VS1  59.7  57.0  2920 5.87 5.78 3.48    1
## 1129  0.72     Ideal     F     SI1  61.0  55.0  2920 5.78 5.85 3.55    1
## 1130  0.71   Premium     F     VS1  59.1  59.0  2920 5.88 5.83 3.46    1
## 1131  0.71     Ideal     F     VS1  62.6  55.0  2920 5.71 5.67 3.56    1
## 1132  0.74 Very Good     H    VVS2  60.5  60.0  2921 5.79 5.81 3.51    1
## 1133  0.71 Very Good     E     VS2  59.9  59.0  2921 5.77 5.81 3.47    1
## 1134  0.71 Very Good     E     VS2  60.7  60.0  2921 5.75 5.78 3.50    1
## 1135  0.71 Very Good     D     SI1  60.1  60.0  2921 5.76 5.79 3.47    1
## 1136  0.65     Ideal     F    VVS2  61.3  56.0  2921 5.58 5.61 3.43    1
## 1137  0.90      Fair     I     VS2  64.1  66.0  2921 6.04 5.98 3.85    1
## 1138  0.71 Very Good     E     VS2  63.7  58.0  2922 5.60 5.64 3.58    1
## 1139  0.71 Very Good     E     VS2  63.3  59.0  2922 5.62 5.66 3.57    1
## 1140  0.68 Very Good     F     VS1  59.7  57.0  2922 5.79 5.76 3.45    1
## 1141  0.53     Ideal     F    VVS1  61.6  56.0  2922 5.24 5.18 3.21    1
## 1142  0.77     Ideal     D     SI2  60.6  56.0  2922 5.95 5.90 3.59    1
## 1143  0.72 Very Good     E     VS2  63.0  57.0  2923 5.69 5.73 3.60    1
## 1144  0.72 Very Good     E     VS2  63.2  58.0  2923 5.67 5.72 3.60    1
## 1145  0.70 Very Good     E     SI1  61.8  59.0  2923 5.63 5.69 3.50    1
## 1146  0.75 Very Good     E     SI1  62.3  58.0  2923 5.78 5.81 3.61    1
## 1147  0.75 Very Good     E     SI1  61.5  58.0  2923 5.82 5.86 3.59    1
## 1148  0.87     Ideal     H     SI1  62.5  57.0  2923 6.13 6.06 3.81    1
## 1149  0.71     Ideal     E     VS1  62.4  54.0  2923 5.71 5.74 3.57    1
## 1150  0.77     Ideal     D     SI2  60.2  56.0  2923 5.98 6.04 3.62    1
## 1151  0.78     Ideal     F     SI1  61.1  56.0  2923 5.94 5.98 3.64    1
## 1152  0.75      Good     E     SI1  58.3  60.0  2923 5.94 5.99 3.48    1
## 1153  0.90   Premium     I     VS2  58.7  60.0  2923 6.35 6.28 3.70    1
## 1154  0.70     Ideal     I     VS1  61.5  56.0  2924 5.71 5.75 3.52    1
## 1155  0.80 Very Good     D     SI1  58.2  63.0  2925 6.07 6.03 3.52    1
## 1156  0.70 Very Good     F     VS1  64.5  58.0  2925 5.55 5.59 3.59    1
## 1157  0.51 Very Good     E      IF  63.3  58.0  2925 5.03 5.08 3.20    1
## 1158  0.71     Ideal     I      IF  61.5  56.0  2925 5.74 5.77 3.54    1
## 1159  1.02     Ideal     I      I1  61.7  56.0  2925 6.49 6.44 3.99    1
## 1160  1.20   Premium     I      I1  60.5  58.0  2925 6.90 6.79 4.14    1
## 1161  0.81      Good     D     SI2  63.6  55.0  2926 5.91 5.86 3.74    1
## 1162  0.81   Premium     F     SI1  61.2  56.0  2926 6.03 6.00 3.68    1
## 1163  0.81   Premium     F     SI1  61.3  60.0  2926 6.00 5.94 3.66    1
## 1164  0.77 Very Good     H     VS1  63.3  57.0  2927 5.79 5.83 3.68    1
## 1165  0.80     Ideal     I     SI1  59.4  58.0  2927 6.07 6.09 3.61    1
## 1166  0.90   Premium     H     SI2  59.5  60.0  2927 6.32 6.29 3.75    1
## 1167  0.70 Very Good     F     VS2  61.3  54.0  2928 5.72 5.76 3.52    1
## 1168  0.70 Very Good     D     VS2  60.8  59.0  2928 5.67 5.71 3.46    1
## 1169  0.74 Very Good     E     SI1  61.0  58.0  2929 5.82 5.85 3.56    1
## 1170  0.80 Very Good     G     VS2  61.1  57.0  2929 6.01 6.07 3.69    1
## 1171  0.70     Ideal     G     VS2  61.8  57.0  2929 5.68 5.71 3.52    1
## 1172  0.70     Ideal     E     SI1  60.1  57.0  2929 5.78 5.83 3.49    1
## 1173  0.71 Very Good     E     VS2  61.3  60.0  2930 5.74 5.71 3.51    1
## 1174  0.70   Premium     E     VS1  60.3  58.0  2930 5.70 5.74 3.45    1
## 1175  0.70     Ideal     E     VS1  62.3  54.0  2930 5.67 5.72 3.55    1
## 1176  0.71     Ideal     F     VS2  62.3  57.0  2930 5.69 5.74 3.56    1
## 1177  0.71     Ideal     G     VS1  62.7  57.0  2930 5.69 5.73 3.58    1
## 1178  0.71     Ideal     G     VS1  62.6  57.0  2930 5.67 5.70 3.56    1
## 1179  0.90 Very Good     E     SI2  58.7  63.0  2930 6.23 6.20 3.65    1
## 1180  0.90      Fair     E     SI2  65.0  58.0  2930 6.08 6.04 3.94    1
## 1181  0.71     Ideal     G    VVS1  61.7  57.0  2930 5.75 5.70 3.53    1
## 1182  0.70 Very Good     G    VVS2  60.8  57.0  2931 5.72 5.76 3.49    1
## 1183  0.72 Very Good     F     VS2  63.3  57.0  2931 5.69 5.72 3.61    1
## 1184  0.72     Ideal     F     VS2  61.8  59.0  2931 5.71 5.74 3.54    1
## 1185  0.70   Premium     G    VVS1  62.0  61.0  2932 5.71 5.62 3.51    1
## 1186  0.70   Premium     F    VVS2  61.0  57.0  2932 5.80 5.71 3.51    1
## 1187  0.70 Very Good     F    VVS2  63.2  58.0  2932 5.66 5.60 3.56    1
## 1188  0.72 Very Good     G    VVS2  62.2  57.0  2933 5.67 5.72 3.54    1
## 1189  0.59 Very Good     D    VVS2  60.6  59.0  2933 5.44 5.49 3.31    1
## 1190  0.73   Premium     F     VS2  59.9  58.0  2933 5.84 5.87 3.51    1
## 1191  0.75     Ideal     F     VS2  62.3  57.0  2933 5.81 5.87 3.64    1
## 1192  0.75      Good     D     SI2  57.6  56.0  2933 5.98 6.07 3.47    1
## 1193  0.90      Good     H     SI2  62.7  64.0  2934 6.00 6.09 3.79    1
## 1194  0.71     Ideal     D     SI2  62.0  54.0  2934 5.77 5.74 3.57    1
## 1195  0.91   Premium     H     SI1  60.2  52.0  2935 6.27 6.15 3.74    1
## 1196  1.17      Fair     I      I1  65.4  62.0  2935 6.68 6.57 4.33    1
## 1197  0.80   Premium     H     VS1  62.0  60.0  2935 5.92 5.86 3.65    1
## 1198  0.70 Very Good     G    VVS2  61.8  60.0  2936 5.63 5.69 3.50    1
## 1199  0.81 Very Good     H     SI1  60.2  58.0  2936 6.06 6.10 3.66    1
## 1200  0.74     Ideal     F     VS2  60.5  59.0  2936 5.81 5.86 3.53    1
## 1201  0.70     Ideal     D     SI2  62.6  54.0  2936 5.69 5.72 3.57    1
## 1202  0.82     Ideal     E     SI2  62.1  56.0  2937 6.01 5.98 3.72    1
## 1203  0.76   Premium     E     SI1  58.3  62.0  2937 6.12 5.95 3.52    1
## 1204  0.76   Premium     G     VS1  59.6  57.0  2937 6.01 5.91 3.55    1
## 1205  0.95   Premium     G     SI2  58.8  60.0  2937 6.35 6.31 3.72    1
## 1206  0.71 Very Good     H    VVS1  62.7  57.0  2938 5.66 5.72 3.57    1
## 1207  0.71 Very Good     H    VVS1  62.7  59.0  2938 5.65 5.67 3.55    1
## 1208  0.81     Ideal     E     SI2  60.2  57.0  2938 6.10 6.06 3.66    1
## 1209  0.73 Very Good     F     VS2  62.7  58.0  2939 5.73 5.75 3.60    1
## 1210  0.73 Very Good     G     VS1  60.7  57.0  2939 5.76 5.83 3.52    1
## 1211  0.83 Very Good     F     SI2  61.9  56.0  2939 5.99 6.02 3.72    1
## 1212  0.77   Premium     D     SI1  59.5  60.0  2939 6.01 5.95 3.56    1
## 1213  0.80     Ideal     E     SI2  60.8  56.0  2939 6.02 6.01 3.66    1
## 1214  0.73     Ideal     F     VS2  62.7  58.0  2939 5.72 5.77 3.60    1
## 1215  0.72     Ideal     E     SI2  62.4  57.0  2939 5.71 5.74 3.57    1
## 1216  0.75     Ideal     G     VS2  60.6  55.0  2939 5.93 5.91 3.59    1
## 1217  0.80   Premium     E     SI2  59.9  58.0  2939 6.03 5.96 3.59    1
## 1218  0.81     Ideal     I     VS2  61.8  56.0  2939 6.02 5.99 3.71    1
## 1219  0.82   Premium     H     VS2  62.6  59.0  2939 5.99 5.93 3.73    1
## 1220  0.70      Good     F    VVS2  63.1  57.0  2940 5.59 5.66 3.55    1
## 1221  1.24 Very Good     J      I1  61.9  55.0  2940 6.85 6.92 4.26    1
## 1222  0.70 Very Good     F    VVS2  62.6  59.0  2940 5.60 5.64 3.52    1
## 1223  0.70     Ideal     F     VS1  61.2  54.0  2940 5.92 5.64 3.54    1
## 1224  0.75      Fair     E     VS2  56.0  67.0  2940 6.18 6.08 3.43    1
## 1225  1.00      Good     H      I1  57.6  61.0  2940 6.67 6.60 3.82    1
## 1226  0.75     Ideal     E     VS2  61.6  57.0  2940 5.84 5.81 3.59    1
## 1227  0.70     Ideal     E     VS2  61.5  56.0  2940 5.73 5.68 3.51    1
## 1228  0.79 Very Good     E     SI2  59.2  59.0  2941 6.04 6.06 3.58    1
## 1229  0.80      Good     F     SI1  63.8  59.0  2941 5.83 5.87 3.73    1
## 1230  0.81 Very Good     F     SI2  62.7  58.0  2942 5.92 5.95 3.72    1
## 1231  0.71   Premium     F     VS1  61.1  58.0  2942 5.76 5.72 3.51    1
## 1232  1.03      Fair     G     SI2  65.7  59.0  2942 6.30 6.24 4.12    1
## 1233  0.70     Ideal     F     VS2  60.8  56.0  2942 5.78 5.79 3.52    1
## 1234  0.76   Premium     D     SI1  61.6  59.0  2942 5.84 5.82 3.59    1
## 1235  1.01      Fair     G     SI2  67.1  59.0  2942 6.27 6.19 4.18    1
## 1236  0.73     Ideal     D     SI1  61.4  56.0  2943 5.82 5.78 3.56    1
## 1237  0.72     Ideal     F     VS2  62.0  56.0  2943 5.77 5.75 3.57    1
## 1238  0.74 Very Good     H    VVS2  61.3  58.0  2944 5.80 5.85 3.57    1
## 1239  0.79     Ideal     G     SI1  61.6  55.0  2944 5.96 5.98 3.68    1
## 1240  0.57 Very Good     D    VVS1  60.4  57.0  2945 5.39 5.44 3.27    1
## 1241  0.79 Very Good     H     VS2  61.5  55.0  2945 5.89 5.94 3.64    1
## 1242  0.78 Very Good     D     SI1  62.4  58.0  2945 5.86 5.90 3.67    1
## 1243  0.85      Good     G     SI1  64.9  56.0  2945 5.95 5.98 3.87    1
## 1244  0.71 Very Good     E     VS1  63.3  59.0  2946 5.64 5.67 3.58    1
## 1245  0.71 Very Good     E     VS1  62.7  57.0  2946 5.69 5.73 3.58    1
## 1246  0.72     Ideal     H    VVS1  62.2  56.0  2946 5.72 5.75 3.57    1
## 1247  0.72     Ideal     H    VVS1  62.5  57.0  2946 5.70 5.73 3.57    1
## 1248  0.77     Ideal     I     SI1  61.5  56.0  2946 5.90 5.93 3.64    1
## 1249  0.79     Ideal     E     SI1  62.3  55.0  2946 5.90 5.94 3.69    1
## 1250  0.78 Very Good     H     VS1  61.7  56.0  2947 5.92 5.94 3.66    1
## 1251  0.76     Ideal     E     VS1  62.1  57.0  2947 5.82 5.87 3.63    1
## 1252  0.92     Ideal     H     SI2  58.5  57.0  2947 6.37 6.34 3.72    1
## 1253  0.73   Premium     D     VS2  60.9  59.0  2947 5.82 5.77 3.53    1
## 1254  0.70     Ideal     H    VVS1  61.2  57.0  2947 5.69 5.72 3.49    1
## 1255  0.70     Ideal     H    VVS1  60.5  58.0  2947 5.76 5.81 3.50    1
## 1256  0.74     Ideal     I     VS1  62.0  56.0  2947 5.79 5.82 3.60    1
## 1257  0.74     Ideal     I     VS1  61.1  57.0  2947 5.83 5.86 3.57    1
## 1258  0.73     Ideal     D     SI1  61.2  57.0  2947 5.79 5.81 3.55    1
## 1259  0.82      Good     H     VS2  62.4  54.0  2947 5.97 6.04 3.75    1
## 1260  0.90   Premium     I     SI1  60.9  56.0  2947 6.26 6.21 3.80    1
## 1261  0.73     Ideal     G     VS1  61.7  55.0  2948 5.80 5.84 3.59    1
## 1262  0.70     Ideal     E     SI1  62.0  56.0  2948 5.68 5.70 3.53    1
## 1263  0.90   Premium     I     SI2  62.5  58.0  2948 6.15 6.10 3.83    1
## 1264  0.90      Fair     I     SI2  66.4  60.0  2948 5.92 5.86 3.91    1
## 1265  0.90   Premium     I     SI2  60.6  60.0  2948 6.28 6.23 3.79    1
## 1266  0.90     Ideal     I     SI2  62.0  56.0  2948 6.20 6.16 3.83    1
## 1267  1.00      Fair     E     SI2  65.8  58.0  2948 6.28 6.16 4.09    1
## 1268  0.72 Very Good     E     VS2  63.0  56.0  2949 5.66 5.73 3.59    1
## 1269  0.76     Ideal     E     SI1  61.7  57.0  2949 5.84 5.89 3.62    1
## 1270  0.77     Ideal     D     SI1  62.6  57.0  2949 5.81 5.92 3.67    1
## 1271  0.72     Ideal     H     VS1  62.3  55.0  2949 5.72 5.74 3.57    1
## 1272  0.99      Fair     J     SI1  58.0  67.0  2949 6.57 6.50 3.79    1
## 1273  0.81 Very Good     I     VS1  62.7  58.0  2950 5.90 5.96 3.72    1
## 1274  0.71     Ideal     G     VS1  62.4  57.0  2950 5.68 5.73 3.56    1
## 1275  0.71   Premium     D     VS2  62.1  60.0  2950 5.72 5.68 3.54    1
## 1276  0.54     Ideal     F    VVS1  61.6  55.0  2951 5.27 5.28 3.25    1
## 1277  0.72 Very Good     D     VS1  62.7  58.0  2951 5.65 5.68 3.55    1
## 1278  0.81     Ideal     H     SI1  62.3  58.0  2951 5.95 5.96 3.71    1
## 1279  0.73     Ideal     F     SI1  61.6  55.0  2951 5.77 5.81 3.56    1
## 1280  0.72     Ideal     E     SI1  61.0  56.0  2951 5.84 5.79 3.55    1
## 1281  0.70 Very Good     E     VS2  62.4  58.0  2952 5.66 5.68 3.54    1
## 1282  0.70 Very Good     E     VS2  63.4  59.0  2952 5.63 5.67 3.58    1
## 1283  0.70 Very Good     E     VS2  61.8  59.0  2952 5.63 5.67 3.49    1
## 1284  0.70 Very Good     E     VS1  61.3  60.0  2952 5.68 5.70 3.49    1
## 1285  0.72     Ideal     G     VS2  61.5  55.0  2952 5.76 5.79 3.55    1
## 1286  0.72     Ideal     G     VS2  61.4  55.0  2952 5.76 5.80 3.55    1
## 1287  0.70     Ideal     E     VS2  61.9  58.0  2952 5.70 5.73 3.54    1
## 1288  0.70     Ideal     E     VS2  62.6  57.0  2952 5.63 5.68 3.54    1
## 1289  0.70     Ideal     E     VS2  62.1  55.0  2952 5.71 5.75 3.56    1
## 1290  0.74     Ideal     I      IF  62.1  53.9  2952 5.79 5.81 3.60    1
## 1291  0.70      Good     E     VS1  61.0  61.0  2952 5.69 5.72 3.48    1
## 1292  0.80 Very Good     H     VS2  59.1  59.0  2953 6.02 6.07 3.57    1
## 1293  0.79   Premium     F     VS2  63.0  59.0  2953 5.84 5.80 3.66    1
## 1294  0.75      Good     F     VS1  64.4  59.0  2953 5.67 5.72 3.66    1
## 1295  0.71 Very Good     E     VS2  59.6  60.0  2954 5.80 5.85 3.47    1
## 1296  0.72     Ideal     D     SI1  61.9  55.0  2954 5.75 5.78 3.57    1
## 1297  0.72   Premium     E     VS2  61.1  59.0  2954 5.75 5.80 3.53    1
## 1298  0.72   Premium     D     SI1  61.4  59.0  2954 5.71 5.79 3.53    1
## 1299  0.75     Ideal     D     SI1  62.3  57.0  2954 5.80 5.83 3.62    1
## 1300  0.82 Very Good     D     SI1  63.1  58.0  2954 5.97 5.95 3.76    1
## 1301  0.76     Ideal     G     VS2  61.7  54.0  2954 5.88 5.92 3.64    1
## 1302  0.89   Premium     I     VS1  62.2  62.0  2955 6.14 6.02 3.78    1
## 1303  0.70 Very Good     F     VS2  62.4  57.0  2956 5.67 5.71 3.55    1
## 1304  0.74 Very Good     H     VS1  61.4  56.0  2956 5.81 5.84 3.57    1
## 1305  0.74 Very Good     H     VS1  62.3  56.0  2956 5.75 5.78 3.59    1
## 1306  0.95      Good     I     SI2  63.8  57.0  2956 6.13 6.23 3.94    1
## 1307  0.91 Very Good     J     SI1  62.8  59.0  2956 6.14 6.19 3.87    1
## 1308  0.70     Ideal     F     VS2  60.8  57.0  2956 5.75 5.77 3.50    1
## 1309  0.71      Good     F    VVS2  58.2  60.0  2956 5.89 5.94 3.44    1
## 1310  0.70   Premium     D     VS1  60.4  58.0  2956 5.78 5.71 3.47    1
## 1311  0.72     Ideal     F     VS2  62.6  56.0  2956 5.75 5.72 3.59    1
## 1312  0.72     Ideal     F     VS2  62.2  56.0  2956 5.75 5.73 3.57    1
## 1313  0.72     Ideal     H    VVS1  62.0  55.0  2958 5.74 5.77 3.57    1
## 1314  0.79     Ideal     I     VS1  62.2  57.0  2958 5.89 5.94 3.68    1
## 1315  0.72      Good     G     VS1  58.0  57.8  2958 5.85 5.87 3.40    1
## 1316  0.98      Fair     F     SI2  61.6  66.0  2958 6.46 6.24 3.92    1
## 1317  0.56 Very Good     D    VVS1  60.1  58.0  2959 5.36 5.42 3.24    1
## 1318  0.70 Very Good     F     VS1  60.1  58.0  2959 5.73 5.79 3.46    1
## 1319  0.79   Premium     G     VS2  62.3  58.0  2959 5.92 5.89 3.68    1
## 1320  0.82     Ideal     I     SI1  61.8  55.0  2959 6.00 6.03 3.72    1
## 1321  0.74      Fair     G    VVS2  65.2  58.0  2959 5.70 5.60 3.69    1
## 1322  0.71 Very Good     H    VVS2  61.8  56.0  2960 5.70 5.73 3.53    1
## 1323  0.70 Very Good     D     VS2  63.0  56.0  2960 5.61 5.69 3.56    1
## 1324  0.70      Good     D     VS2  63.4  57.0  2960 5.60 5.67 3.57    1
## 1325  0.70     Ideal     D     VS2  61.3  57.0  2960 5.72 5.76 3.52    1
## 1326  0.76     Ideal     F     VS2  62.6  56.0  2960 5.82 5.78 3.63    1
## 1327  0.72     Ideal     G     VS2  61.3  56.0  2960 5.77 5.81 3.55    1
## 1328  0.64     Ideal     G      IF  61.7  58.0  2960 5.52 5.56 3.42    1
## 1329  0.71      Good     F    VVS2  58.9  61.0  2960 5.80 5.90 3.44    1
## 1330  0.74     Ideal     G     VS1  61.8  55.0  2960 5.85 5.80 3.60    1
## 1331  0.77 Very Good     H     VS1  62.8  58.0  2961 5.75 5.78 3.62    1
## 1332  0.74     Ideal     H    VVS2  61.2  57.0  2961 5.79 5.85 3.56    1
## 1333  0.72   Premium     E     VS1  61.5  60.0  2961 5.79 5.75 3.55    1
## 1334  0.73   Premium     F     VS1  61.9  56.0  2961 5.81 5.76 3.58    1
## 1335  0.73   Premium     F     VS1  62.7  56.0  2961 5.75 5.73 3.60    1
## 1336  0.63     Ideal     F    VVS2  62.3  56.0  2961 5.48 5.50 3.42    1
## 1337  0.72     Ideal     H     VS1  61.1  57.0  2961 5.80 5.82 3.55    1
## 1338  0.76     Ideal     E     SI1  60.6  57.0  2961 5.91 5.93 3.59    1
## 1339  0.71   Premium     F     VS1  62.1  53.0  2961 5.77 5.70 3.56    1
## 1340  0.75   Premium     H     VS1  61.9  61.0  2961 5.85 5.82 3.61    1
## 1341  0.96   Premium     E     SI2  60.4  56.0  2961 6.32 6.23 3.79    1
## 1342  0.63     Ideal     D    VVS2  62.6  56.0  2962 5.47 5.49 3.43    1
## 1343  0.72     Ideal     E     VS2  62.0  56.0  2962 5.73 5.76 3.56    1
## 1344  0.71     Ideal     G     VS1  62.2  56.0  2962 5.69 5.72 3.55    1
## 1345  0.82   Premium     F     SI1  62.4  56.0  2962 6.01 5.98 3.74    1
## 1346  0.71     Ideal     E     VS1  62.1  53.0  2963 5.76 5.73 3.57    1
## 1347  0.91 Very Good     E     SI2  58.6  63.0  2963 6.38 6.32 3.72    1
## 1348  0.71 Very Good     E     VS2  62.9  57.0  2964 5.68 5.70 3.58    1
## 1349  0.71 Very Good     E     SI1  62.9  55.0  2964 5.64 5.68 3.56    1
## 1350  0.71 Very Good     D     SI1  59.4  59.0  2964 5.78 5.81 3.44    1
## 1351  0.70      Good     E     VS1  63.6  58.0  2964 5.61 5.56 3.55    1
## 1352  0.70      Fair     E     VS1  64.5  57.0  2964 5.59 5.55 3.59    1
## 1353  0.75     Ideal     E     SI1  61.7  56.0  2964 5.84 5.86 3.61    1
## 1354  0.90      Fair     F     SI2  65.7  59.0  2964 6.03 5.99 3.95    1
## 1355  0.90      Good     F     SI2  64.2  62.0  2964 6.08 6.00 3.88    1
## 1356  0.90      Fair     J     VS1  65.4  60.0  2964 6.02 5.93 3.91    1
## 1357  0.90   Premium     J     VS1  62.1  62.0  2964 6.12 6.05 3.78    1
## 1358  1.00      Fair     G     SI1  65.7  54.0  2964 6.24 6.16 4.07    1
## 1359  1.50      Fair     H      I1  65.6  54.0  2964 7.26 7.09 4.70    1
## 1360  1.05   Premium     E      I1  61.4  58.0  2964 6.53 6.46 3.99    1
## 1361  0.90      Fair     J     VS1  64.6  58.0  2964 6.12 6.06 3.93    1
## 1362  0.71     Ideal     I     VS1  61.8  56.0  2965 5.68 5.72 3.52    1
## 1363  0.71     Ideal     I     VS1  61.6  56.0  2965 5.71 5.75 3.53    1
## 1364  0.71     Ideal     I     VS1  61.3  57.0  2965 5.73 5.76 3.52    1
## 1365  0.71     Ideal     I     VS1  61.5  56.0  2965 5.72 5.76 3.52    1
## 1366  0.70     Ideal     G     SI1  61.7  55.0  2965 5.70 5.73 3.53    1
## 1367  0.70     Ideal     G     SI1  60.9  56.0  2965 5.73 5.79 3.51    1
## 1368  0.73 Very Good     G     VS2  62.1  59.0  2966 5.68 5.73 3.54    1
## 1369  0.85 Very Good     E     SI2  63.1  58.0  2966 6.02 6.00 3.79    1
## 1370  0.70     Ideal     I    VVS1  61.8  56.0  2966 5.69 5.73 3.53    1
## 1371  0.75     Ideal     F     SI1  61.2  55.0  2966 5.87 5.92 3.61    1
## 1372  0.82     Ideal     F     SI2  60.9  57.0  2966 6.06 6.02 3.68    1
## 1373  0.70 Very Good     E     VS1  61.3  56.0  2967 5.68 5.71 3.49    1
## 1374  0.70 Very Good     E     VS1  61.5  56.0  2967 5.69 5.75 3.52    1
## 1375  0.86 Very Good     G     SI2  62.6  56.0  2967 6.01 6.07 3.78    1
## 1376  0.79     Ideal     H     VS2  62.0  56.0  2967 5.91 5.93 3.67    1
## 1377  0.31   Premium     E     SI2  60.8  61.0   558 4.43 4.39 2.68    1
## 1378  0.31   Premium     E     SI2  61.2  61.0   558 4.37 4.36 2.67    1
## 1379  0.31     Ideal     G     SI2  61.4  55.0   558 4.39 4.37 2.69    1
## 1380  0.30 Very Good     H    VVS2  62.0  56.0   559 4.28 4.30 2.66    1
## 1381  0.31 Very Good     G     VS2  62.6  56.0   559 4.33 4.37 2.72    1
## 1382  0.31 Very Good     G     VS2  61.4  55.0   559 4.38 4.41 2.69    1
## 1383  0.31 Very Good     G     VS2  60.9  57.0   559 4.37 4.39 2.67    1
## 1384  0.24     Ideal     G    VVS1  62.4  56.0   559 3.97 3.99 2.48    1
## 1385  0.24     Ideal     G    VVS1  62.1  56.0   559 3.97 4.00 2.47    1
## 1386  0.24     Ideal     G    VVS1  62.2  56.0   559 4.00 4.04 2.50    1
## 1387  0.24     Ideal     G    VVS1  62.0  55.0   559 4.01 4.03 2.49    1
## 1388  0.24     Ideal     G    VVS1  62.0  56.0   559 3.97 4.01 2.47    1
## 1389  0.32     Ideal     E     SI1  61.9  55.0   559 4.40 4.43 2.73    1
## 1390  0.32     Ideal     E     SI1  61.0  56.0   559 4.41 4.45 2.70    1
## 1391  0.24     Ideal     G      IF  61.7  56.0   559 3.99 4.01 2.47    1
## 1392  0.24     Ideal     G      IF  60.8  58.0   559 4.01 4.05 2.44    1
## 1393  0.24     Ideal     G      IF  61.8  55.0   559 3.99 4.02 2.47    1
## 1394  0.24     Ideal     G      IF  61.6  57.0   559 3.99 4.02 2.46    1
## 1395  0.24     Ideal     G      IF  61.3  57.0   559 4.00 4.03 2.46    1
## 1396  0.32     Ideal     G     VS1  62.3  55.0   559 4.39 4.41 2.74    1
## 1397  0.32     Ideal     G     VS1  61.8  55.0   559 4.42 4.45 2.74    1
## 1398  0.25 Very Good     E    VVS2  62.0  56.0   560 4.05 4.08 2.52    1
## 1399  0.25 Very Good     E    VVS1  61.5  56.0   560 4.06 4.08 2.50    1
## 1400  0.25 Very Good     F      IF  61.5  56.0   560 4.04 4.06 2.48    1
## 1401  0.27 Very Good     F      IF  60.4  58.0   560 4.18 4.20 2.53    1
## 1402  0.32     Ideal     G     VS2  61.6  54.0   560 4.40 4.43 2.72    1
## 1403  0.36     Ideal     F     SI1  61.6  56.0   560 4.57 4.62 2.83    1
## 1404  0.41     Ideal     I     SI1  61.7  55.0   561 4.77 4.80 2.95    1
## 1405  0.32   Premium     H     VS1  60.2  58.0   561 4.43 4.47 2.68    1
## 1406  0.32     Ideal     H     VS1  61.5  57.0   561 4.40 4.42 2.71    1
## 1407  0.75 Very Good     E     SI1  60.2  60.0  2968 5.89 5.93 3.56    1
## 1408  0.92   Premium     H     SI1  59.2  60.0  2968 6.40 6.35 3.76    1
## 1409  1.13      Fair     H      I1  64.8  59.0  2968 6.52 6.42 4.19    1
## 1410  0.71   Premium     D     VS2  58.7  61.0  2968 5.88 5.85 3.44    1
## 1411  1.06   Premium     I     SI2  61.5  57.0  2968 6.57 6.49 4.02    1
## 1412  0.90     Ideal     G     SI2  62.4  57.0  2968 6.16 6.13 3.84    1
## 1413  0.80     Ideal     G     VS2  61.2  57.0  2969 6.02 6.07 3.70    1
## 1414  0.52   Premium     E    VVS2  60.1  58.0  2970 5.23 5.18 3.13    1
## 1415  0.72 Very Good     G     VS1  60.6  56.0  2970 5.84 5.87 3.55    1
## 1416  0.70      Good     F     VS1  63.8  58.0  2970 5.58 5.61 3.57    1
## 1417  0.78   Premium     E     VS2  62.6  57.0  2970 5.91 5.85 3.68    1
## 1418  0.78     Ideal     H     VS2  61.6  56.0  2970 5.94 5.91 3.64    1
## 1419  1.04      Good     I     SI2  59.9  64.0  2970 6.51 6.45 3.88    1
## 1420  0.91      Fair     F     SI1  64.9  57.0  2971 6.13 6.08 3.96    1
## 1421  0.81 Very Good     E     SI1  63.8  58.0  2972 5.85 5.97 3.77    1
## 1422  0.76     Ideal     G     VS1  59.4  57.0  2972 5.99 6.03 3.57    1
## 1423  0.70     Ideal     G     VS1  61.7  56.0  2972 5.64 5.71 3.50    1
## 1424  0.90 Very Good     H     SI2  63.1  60.0  2972 6.14 6.09 3.86    1
## 1425  0.81   Premium     H     VS1  62.6  58.0  2972 5.96 5.90 3.71    1
## 1426  0.90 Very Good     J     SI2  63.3  59.0  2973 6.08 6.12 3.86    1
## 1427  0.75     Ideal     G     VS1  62.3  57.0  2973 5.83 5.86 3.64    1
## 1428  0.77     Ideal     D     SI2  60.6  56.0  2973 5.90 5.95 3.59    1
## 1429  0.70     Ideal     E     VS1  60.5  56.0  2973 5.74 5.79 3.49    1
## 1430  0.81 Very Good     E     SI1  59.5  60.0  2973 6.05 6.09 3.61    1
## 1431  0.70      Good     E     VS1  59.8  62.0  2973 5.74 5.80 3.45    1
## 1432  0.82     Ideal     F     SI1  62.6  57.0  2974 5.96 6.02 3.75    1
## 1433  0.57     Ideal     F      IF  61.8  54.0  2974 5.33 5.35 3.30    1
## 1434  0.90      Good     H     SI1  64.2  60.0  2974 6.05 6.02 3.87    1
## 1435  1.00      Fair     D     SI2  69.3  58.0  2974 5.96 5.87 4.10    1
## 1436  0.71     Ideal     G     VS2  59.5  57.0  2974 5.81 5.80 3.46    1
## 1437  0.70 Very Good     F     VS1  62.1  57.0  2975 5.69 5.72 3.54    1
## 1438  0.70   Premium     F    VVS2  62.2  58.0  2975 5.72 5.66 3.54    1
## 1439  0.82 Very Good     E     SI2  63.3  56.0  2975 5.99 5.95 3.78    1
## 1440  0.80     Ideal     F     SI1  62.8  54.0  2975 5.90 5.97 3.74    1
## 1441  0.83   Premium     G     SI1  61.6  59.0  2975 6.02 5.99 3.70    1
## 1442  0.83     Ideal     H     VS2  61.3  54.0  2975 6.10 6.06 3.73    1
## 1443  0.77   Premium     E     SI1  60.4  58.0  2975 6.00 5.88 3.59    1
## 1444  0.79     Ideal     F     SI1  62.5  57.0  2976 5.88 5.92 3.69    1
## 1445  0.72     Ideal     E     SI1  61.0  56.0  2976 5.82 5.85 3.56    1
## 1446  0.91     Ideal     I     SI2  63.0  54.0  2976 6.17 6.12 3.86    1
## 1447  0.71 Very Good     G    VVS2  60.8  58.0  2977 5.75 5.77 3.50    1
## 1448  0.81     Ideal     F     SI1  61.9  57.0  2977 5.98 6.01 3.71    1
## 1449  0.76   Premium     D     VS2  60.9  58.0  2977 5.90 5.85 3.58    1
## 1450  0.54     Ideal     F    VVS1  61.6  55.0  2977 5.28 5.27 3.25    1
## 1451  0.71     Ideal     G    VVS2  62.5  58.0  2978 5.70 5.73 3.57    1
## 1452  0.70     Ideal     E     VS1  61.3  54.0  2978 5.77 5.83 3.54    1
## 1453  0.80     Ideal     E     SI2  61.0  55.0  2978 6.00 6.03 3.67    1
## 1454  0.76     Ideal     E     SI2  62.1  56.0  2978 5.85 5.88 3.64    1
## 1455  0.72     Ideal     H    VVS1  59.9  59.0  2979 5.76 5.82 3.47    1
## 1456  0.70     Ideal     E     VS2  61.7  56.0  2979 5.74 5.71 3.53    1
## 1457  0.86   Premium     F     SI2  61.8  58.0  2980 6.12 6.15 3.79    1
## 1458  0.70     Ideal     E     VS2  61.5  57.0  2980 5.67 5.78 3.52    1
## 1459  0.70      Good     D     SI1  61.3  61.0  2980 5.63 5.69 3.47    1
## 1460  0.64      Good     F      IF  58.6  61.0  2980 5.69 5.71 3.34    1
## 1461  0.70     Ideal     E     VS2  62.2  55.0  2981 5.67 5.71 3.54    1
## 1462  0.91   Premium     I     SI2  60.2  59.0  2981 6.29 6.24 3.77    1
## 1463  0.91     Ideal     I     SI2  61.6  57.0  2981 6.24 6.23 3.84    1
## 1464  0.90      Good     E     SI2  58.7  63.0  2982 6.20 6.23 3.65    1
## 1465  0.71     Ideal     G    VVS1  61.7  57.0  2982 5.70 5.75 3.53    1
## 1466  0.90      Fair     E     SI2  65.8  59.0  2982 6.03 5.98 3.95    1
## 1467  0.71     Ideal     E     VS2  59.5  57.0  2982 5.86 5.83 3.48    1
## 1468  0.71 Very Good     G     VS1  60.8  63.0  2982 5.76 5.68 3.48    1
## 1469  0.71   Premium     E     VS2  62.6  58.0  2982 5.72 5.68 3.57    1
## 1470  0.74     Ideal     E     VS2  62.7  54.0  2984 5.80 5.77 3.63    1
## 1471  0.90 Very Good     J     VS2  63.1  57.0  2984 6.12 6.06 3.84    1
## 1472  1.00   Premium     G      I1  62.5  62.0  2984 6.42 6.35 3.99    1
## 1473  0.70 Very Good     D     VS2  63.1  56.0  2985 5.62 5.69 3.57    1
## 1474  0.75     Ideal     E     SI1  62.2  57.0  2985 5.82 5.86 3.63    1
## 1475  0.82   Premium     H     VS1  62.3  60.0  2985 5.97 5.94 3.71    1
## 1476  0.77 Very Good     G     VS1  62.8  58.0  2986 5.78 5.84 3.65    1
## 1477  0.80     Ideal     I     VS1  61.9  54.1  2986 5.92 5.98 3.69    1
## 1478  0.82     Ideal     I     VS1  61.6  57.0  2986 6.00 6.05 3.71    1
## 1479  0.84     Ideal     G     SI2  62.0  56.0  2986 6.02 6.05 3.74    1
## 1480  0.70     Ideal     G     VS1  61.3  59.0  2987 5.68 5.70 3.49    1
## 1481  0.74     Ideal     D     SI1  61.5  56.0  2987 5.80 5.84 3.58    1
## 1482  0.77   Premium     E     SI1  61.7  58.0  2988 5.86 5.90 3.63    1
## 1483  0.60 Very Good     F      IF  60.1  54.0  2988 5.50 5.58 3.33    1
## 1484  1.03 Very Good     G      I1  63.2  58.0  2988 6.44 6.34 4.04    1
## 1485  0.76     Ideal     I      IF  61.6  55.0  2988 5.92 5.89 3.64    1
## 1486  0.72     Ideal     F     VS2  62.1  54.0  2989 5.76 5.80 3.59    1
## 1487  0.83   Premium     D     SI1  61.3  58.0  2990 6.03 6.00 3.69    1
## 1488  0.76 Very Good     G     VS2  62.1  54.0  2990 5.88 5.94 3.67    1
## 1489  0.72 Very Good     E     VS2  62.9  57.0  2990 5.68 5.73 3.59    1
## 1490  0.57      Good     E    VVS1  59.1  65.0  2990 5.34 5.43 3.18    1
## 1491  0.75     Ideal     G     VS2  60.6  55.0  2991 5.91 5.93 3.59    1
## 1492  0.70     Ideal     D     VS2  60.3  60.0  2991 5.71 5.76 3.46    1
## 1493  0.70 Very Good     E     VS2  62.8  56.0  2992 5.66 5.68 3.56    1
## 1494  0.75     Ideal     H    VVS2  62.0  55.1  2992 5.83 5.85 3.62    1
## 1495  1.06      Fair     J     SI2  61.0  66.0  2992 6.54 6.35 3.93    1
## 1496  0.69 Very Good     F    VVS2  61.5  60.0  2993 5.64 5.67 3.48    1
## 1497  0.87 Very Good     H     SI2  61.0  56.0  2993 6.15 6.19 3.77    1
## 1498  0.75 Very Good     E     SI1  63.6  56.0  2993 5.73 5.75 3.65    1
## 1499  0.70     Ideal     G    VVS2  63.0  55.0  2993 5.65 5.69 3.57    1
## 1500  0.70     Ideal     F     VS1  62.4  55.0  2993 5.65 5.70 3.54    1
## 1501  0.75     Ideal     E     SI1  61.1  57.0  2993 5.83 5.86 3.57    1
## 1502  0.72     Ideal     D     SI1  61.1  59.0  2993 5.76 5.80 3.53    1
## 1503  1.01      Fair     G     SI1  65.1  57.0  2993 6.27 6.22 4.07    1
## 1504  0.71 Very Good     F     VS2  59.6  56.0  2994 5.84 5.88 3.49    1
## 1505  0.71 Very Good     G     VS1  59.3  55.0  2994 5.88 5.95 3.51    1
## 1506  0.81 Very Good     G     VS2  63.1  58.0  2994 5.88 5.84 3.70    1
## 1507  1.24   Premium     J      I1  61.9  55.0  2994 6.92 6.85 4.26    1
## 1508  0.81   Premium     G     VS2  62.0  58.0  2994 5.95 5.92 3.68    1
## 1509  0.81   Premium     D     SI2  61.7  58.0  2994 5.97 5.93 3.67    1
## 1510  0.73     Ideal     D     SI1  61.4  56.0  2995 5.78 5.82 3.56    1
## 1511  0.70     Ideal     G     VS1  60.9  56.0  2995 5.76 5.80 3.52    1
## 1512  0.91      Fair     F     SI2  65.3  51.0  2996 6.05 5.98 3.93    1
## 1513  0.88 Very Good     I     VS1  63.3  55.0  2996 6.11 6.06 3.85    1
## 1514  0.77     Ideal     D     SI1  61.4  56.0  2996 5.90 5.93 3.63    1
## 1515  0.74     Ideal     I     VS2  61.9  55.0  2997 5.80 5.83 3.60    1
## 1516  0.72     Ideal     H     SI1  61.1  56.0  2997 5.78 5.80 3.54    1
## 1517  0.70     Ideal     D     VS2  62.8  57.0  2998 5.69 5.75 3.59    1
## 1518  0.72     Ideal     H     VS1  61.4  56.0  2998 5.79 5.81 3.56    1
## 1519  0.70     Ideal     F     VS1  61.6  57.0  2998 5.70 5.73 3.52    1
## 1520  1.01      Fair     J    VVS2  66.0  56.0  2998 6.29 6.22 4.13    1
## 1521  0.85      Fair     G     VS1  57.7  67.0  2998 6.26 6.19 3.59    1
## 1522  0.70 Very Good     D     VS2  59.7  59.0  2999 5.82 5.78 3.46    1
## 1523  0.73 Very Good     G     VS1  62.4  58.1  2999 5.71 5.75 3.58    1
## 1524  1.02      Fair     H      I1  61.5  60.0  2999 6.40 6.34 3.92    1
## 1525  0.87   Premium     F     SI2  61.6  58.0  2999 6.14 6.10 3.77    1
## 1526  0.71     Ideal     F     SI1  61.9  56.0  2999 5.69 5.74 3.54    1
## 1527  0.70   Premium     G    VVS2  60.6  60.0  2999 5.77 5.69 3.47    1
## 1528  0.74   Premium     E     VS1  62.7  58.0  2999 5.83 5.74 3.63    1
## 1529  0.74   Premium     E     VS1  60.9  62.0  2999 5.83 5.80 3.54    1
## 1530  0.70   Premium     G    VVS2  60.2  61.0  2999 5.74 5.66 3.43    1
## 1531  0.77     Ideal     E     SI1  62.5  56.0  3000 5.87 5.91 3.68    1
## 1532  0.93      Good     J     VS2  63.6  61.0  3000 6.16 6.08 3.89    1
## 1533  0.90   Premium     I     SI2  60.6  60.0  3001 6.23 6.28 3.79    1
## 1534  0.90 Very Good     I     SI2  62.5  58.0  3001 6.10 6.15 3.83    1
## 1535  0.90     Ideal     I     SI2  62.0  56.0  3001 6.16 6.20 3.83    1
## 1536  0.72 Very Good     D     SI1  61.5  58.0  3001 5.74 5.78 3.54    1
## 1537  0.70   Premium     D     VS1  61.6  61.0  3001 5.66 5.61 3.47    1
## 1538  0.70      Good     D     VS1  63.6  60.0  3001 5.61 5.52 3.54    1
## 1539  0.70 Very Good     D     VS1  63.4  59.0  3001 5.58 5.55 3.53    1
## 1540  0.60     Ideal     G    VVS1  62.1  56.0  3001 5.42 5.43 3.37    1
## 1541  0.75 Very Good     H    VVS2  60.6  57.0  3002 5.86 5.89 3.56    1
## 1542  0.83 Very Good     E     SI1  62.1  58.0  3002 6.01 6.04 3.74    1
## 1543  0.77 Very Good     E     SI2  60.4  58.0  3002 5.91 5.95 3.58    1
## 1544  0.71   Premium     D     VS2  62.1  60.0  3002 5.68 5.72 3.54    1
## 1545  0.89      Good     H     SI2  63.3  59.0  3002 6.04 6.09 3.84    1
## 1546  0.72      Good     F     VS1  63.8  58.0  3002 5.68 5.63 3.61    1
## 1547  0.72     Ideal     G    VVS2  61.6  55.0  3002 5.78 5.77 3.56    1
## 1548  0.80   Premium     G     VS2  60.6  59.0  3002 6.02 5.97 3.63    1
## 1549  0.73      Fair     F     VS1  58.6  66.0  3002 5.92 5.88 3.46    1
## 1550  0.76     Ideal     E     SI1  61.5  56.0  3003 5.89 5.91 3.63    1
## 1551  1.01      Fair     D     SI2  64.6  56.0  3003 6.31 6.24 4.05    1
## 1552  0.65   Premium     D    VVS2  59.9  58.0  3003 5.69 5.63 3.39    1
## 1553  0.81   Premium     F     SI1  61.9  58.0  3004 5.99 5.96 3.70    1
## 1554  0.81     Ideal     F     SI1  61.8  55.0  3004 6.04 6.00 3.72    1
## 1555  0.70     Ideal     H     VS1  61.7  55.0  3004 5.69 5.72 3.52    1
## 1556  0.61     Ideal     E     VS1  61.3  54.0  3004 5.53 5.50 3.38    1
## 1557  0.78     Ideal     G     SI1  60.6  57.0  3004 5.95 5.97 3.61    1
## 1558  0.72     Ideal     F     SI1  62.3  56.0  3004 5.77 5.79 3.60    1
## 1559  0.92   Premium     D     SI2  60.2  61.0  3004 6.32 6.27 3.79    1
## 1560  0.75 Very Good     E     SI1  61.1  59.0  3005 5.85 5.90 3.59    1
## 1561  0.55     Ideal     F    VVS1  61.2  54.0  3005 5.30 5.35 3.26    1
## 1562  0.80 Very Good     H     SI1  63.0  57.0  3005 5.89 5.95 3.73    1
## 1563  0.72     Ideal     I     VS1  60.4  56.0  3005 5.80 5.86 3.52    1
## 1564  0.73     Ideal     H    VVS1  61.6  57.0  3005 5.81 5.78 3.57    1
## 1565  0.91 Very Good     I     SI2  63.4  58.0  3006 6.08 6.12 3.87    1
## 1566  0.91 Very Good     G     SI2  62.8  59.0  3006 6.09 6.14 3.84    1
## 1567  0.71   Premium     E     VS1  61.1  58.0  3006 5.80 5.76 3.53    1
## 1568  0.71 Very Good     E     VS1  63.2  60.0  3006 5.63 5.60 3.55    1
## 1569  0.55   Premium     D    VVS1  60.3  59.0  3006 5.34 5.30 3.21    1
## 1570  0.71     Ideal     I    VVS2  60.7  57.0  3007 5.76 5.80 3.51    1
## 1571  0.71     Ideal     I    VVS2  60.4  57.0  3007 5.78 5.81 3.50    1
## 1572  0.70   Premium     E    VVS2  62.7  53.0  3007 5.65 5.61 3.53    1
## 1573  0.71     Ideal     G     SI1  61.3  55.0  3007 5.73 5.79 3.53    1
## 1574  0.71     Ideal     G     SI1  61.6  55.0  3007 5.72 5.78 3.54    1
## 1575  0.71     Ideal     G     SI1  61.9  56.0  3007 5.73 5.76 3.55    1
## 1576  0.71     Ideal     G     SI1  61.6  57.0  3007 5.73 5.76 3.54    1
## 1577  0.71     Ideal     G     SI1  61.4  56.0  3007 5.72 5.77 3.53    1
## 1578  0.76     Ideal     D     SI1  61.2  57.0  3007 5.88 5.91 3.61    1
## 1579  0.91 Very Good     F     SI1  63.1  60.0  3007 6.13 6.10 3.86    1
## 1580  0.70 Very Good     D     VS1  60.4  58.0  3008 5.71 5.78 3.47    1
## 1581  0.61     Ideal     G    VVS1  61.2  56.0  3008 5.46 5.48 3.35    1
## 1582  0.70     Ideal     F     VS2  61.3  57.0  3008 5.70 5.76 3.51    1
## 1583  0.82   Premium     H     VS1  62.5  59.0  3008 5.96 5.94 3.72    1
## 1584  0.71 Very Good     E     VS1  63.7  58.0  3009 5.63 5.68 3.60    1
## 1585  0.71 Very Good     E     VS1  62.1  57.0  3009 5.67 5.69 3.53    1
## 1586  0.71 Very Good     E     VS1  63.4  58.0  3009 5.64 5.68 3.59    1
## 1587  0.74 Very Good     E     SI1  61.3  58.0  3009 5.80 5.84 3.57    1
## 1588  0.83     Ideal     F     SI1  62.1  57.0  3010 6.00 6.02 3.73    1
## 1589  0.83 Very Good     F     SI1  62.1  58.0  3010 5.98 6.06 3.74    1
## 1590  0.80     Ideal     I     VS1  60.7  59.0  3010 5.98 6.02 3.64    1
## 1591  0.80     Ideal     D     SI1  62.2  57.0  3011 5.89 5.85 3.65    1
## 1592  0.73 Very Good     G     VS1  60.7  55.0  3011 5.87 5.89 3.57    1
## 1593  1.00 Very Good     G      I1  62.5  62.0  3011 6.42 6.35 3.99    1
## 1594  1.20      Fair     J      I1  64.9  59.0  3011 6.61 6.54 4.27    1
## 1595  1.20      Fair     I      I1  62.2  66.0  3011 6.77 6.70 4.20    1
## 1596  1.20      Fair     I      I1  66.2  55.0  3011 6.61 6.51 4.34    1
## 1597  0.61     Ideal     E    VVS2  62.0  54.0  3011 5.43 5.47 3.38    1
## 1598  0.70     Ideal     F     VS2  61.9  55.0  3011 5.70 5.74 3.54    1
## 1599  0.70     Ideal     F     VS2  61.8  57.0  3011 5.67 5.75 3.53    1
## 1600  0.70     Ideal     F     VS2  62.7  55.0  3011 5.66 5.69 3.56    1
## 1601  0.70     Ideal     F     VS2  61.4  58.0  3011 5.70 5.73 3.51    1
## 1602  0.77     Ideal     D     SI2  62.3  55.0  3011 5.90 5.85 3.66    1
## 1603  0.75     Ideal     H     SI1  61.9  55.0  3011 5.82 5.85 3.61    1
## 1604  0.75     Ideal     H     SI1  61.9  56.0  3011 5.81 5.85 3.61    1
## 1605  1.00      Fair     E     SI2  55.4  62.0  3011 6.63 6.59 3.66    1
## 1606  0.78 Very Good     G     VS2  61.3  60.0  3012 5.89 5.96 3.63    1
## 1607  0.82     Ideal     E     SI2  62.2  57.0  3012 6.00 5.97 3.72    1
## 1608  0.72     Ideal     G     VS2  61.7  56.0  3012 5.74 5.78 3.55    1
## 1609  0.72     Ideal     E     SI1  61.0  57.0  3012 5.77 5.80 3.53    1
## 1610  0.72     Ideal     E     SI1  60.3  55.0  3012 5.85 5.89 3.54    1
## 1611  0.80 Very Good     F     SI1  63.9  56.0  3013 5.84 5.87 3.74    1
## 1612  0.75   Premium     F     VS2  61.6  58.0  3013 5.84 5.89 3.61    1
## 1613  0.71 Very Good     F     VS1  62.1  53.0  3013 5.70 5.77 3.56    1
## 1614  0.71     Ideal     F     VS1  61.1  57.0  3013 5.76 5.82 3.54    1
## 1615  0.81     Ideal     E     SI2  61.8  56.0  3013 6.00 5.97 3.70    1
## 1616  0.81     Ideal     E     SI2  60.1  57.0  3013 6.07 6.10 3.66    1
## 1617  0.90   Premium     D     SI1  62.2  60.0  3013 6.08 6.05 3.77    1
## 1618  0.78     Ideal     E     SI1  62.7  55.0  3014 5.90 5.87 3.69    1
## 1619  0.71     Ideal     H    VVS1  61.8  56.0  3014 5.70 5.75 3.54    1
## 1620  0.73 Very Good     D     SI1  60.8  59.0  3014 5.80 5.85 3.54    1
## 1621  1.01   Premium     G      I1  61.1  61.0  3014 6.49 6.35 3.92    1
## 1622  0.90      Good     G     SI2  63.7  62.0  3014 6.07 6.01 3.85    1
## 1623  0.84 Very Good     G     SI2  62.8  57.0  3015 6.00 6.04 3.78    1
## 1624  0.91 Very Good     E     SI2  58.6  63.0  3015 6.32 6.38 3.72    1
## 1625  0.78     Ideal     H    VVS2  61.7  55.0  3015 5.90 5.94 3.65    1
## 1626  0.81     Ideal     E     SI2  61.0  56.0  3015 5.99 6.05 3.67    1
## 1627  0.72 Very Good     D     VS2  62.1  59.0  3016 5.70 5.73 3.55    1
## 1628  0.70   Premium     E     VS1  61.8  58.0  3016 5.71 5.75 3.54    1
## 1629  0.70     Ideal     E     VS1  62.7  57.0  3016 5.65 5.70 3.56    1
## 1630  0.90      Good     F     SI2  64.2  62.0  3016 6.00 6.08 3.88    1
## 1631  0.76     Ideal     H     VS2  61.9  55.0  3016 5.85 5.88 3.64    1
## 1632  0.96   Premium     E     SI2  62.8  60.0  3016 6.30 6.24 3.94    1
## 1633  0.90     Ideal     H     SI2  62.8  55.0  3016 6.18 6.11 3.86    1
## 1634  0.70 Very Good     G     VS1  60.1  60.0  3017 5.73 5.76 3.45    1
## 1635  0.71 Very Good     F     VS1  61.8  60.0  3017 5.66 5.70 3.51    1
## 1636  1.12   Premium     G      I1  60.3  60.0  3017 6.75 6.69 4.05    1
## 1637  0.70     Ideal     G     VS1  61.1  56.0  3017 5.72 5.74 3.50    1
## 1638  0.50      Good     D    VVS2  62.4  64.0  3017 5.03 5.06 3.14    1
## 1639  1.12 Very Good     G      I1  61.2  63.0  3017 6.68 6.59 4.05    1
## 1640  0.70      Good     F    VVS1  63.2  58.0  3018 5.58 5.62 3.54    1
## 1641  1.03 Very Good     G      I1  60.8  57.0  3018 6.51 6.55 3.97    1
## 1642  0.70   Premium     F    VVS2  62.5  59.0  3018 5.68 5.61 3.53    1
## 1643  0.71     Ideal     F    VVS2  62.6  56.0  3018 5.70 5.65 3.55    1
## 1644  0.72     Ideal     H     VS2  61.2  57.0  3018 5.79 5.77 3.54    1
## 1645  0.70      Good     E     VS1  60.2  61.0  3018 5.71 5.75 3.45    1
## 1646  1.02 Very Good     F     SI2  63.3  56.0  3018 6.38 6.31 4.02    1
## 1647  0.77   Premium     F     VS2  62.4  59.0  3018 5.85 5.81 3.64    1
## 1648  0.70   Premium     F    VVS2  62.2  56.0  3018 5.72 5.63 3.53    1
## 1649  0.93   Premium     G     SI2  61.4  56.0  3019 6.27 6.23 3.84    1
## 1650  0.78   Premium     D     SI1  60.4  57.0  3019 6.02 5.97 3.62    1
## 1651  0.71     Ideal     D     VS2  60.4  53.0  3020 5.81 5.85 3.52    1
## 1652  0.73 Very Good     F     SI1  61.3  56.0  3023 5.78 5.84 3.56    1
## 1653  0.65     Ideal     E    VVS2  62.1  57.0  3023 5.55 5.60 3.46    1
## 1654  0.85     Ideal     G     SI1  61.6  55.0  3023 6.09 6.11 3.76    1
## 1655  0.90      Good     H     SI2  63.1  60.0  3024 6.09 6.14 3.86    1
## 1656  0.90      Good     H     SI2  63.1  55.0  3024 6.08 6.13 3.85    1
## 1657  0.75   Premium     E     VS2  62.1  57.0  3024 5.90 5.79 3.63    1
## 1658  0.90 Very Good     J     VS2  63.1  59.0  3024 6.09 6.05 3.83    1
## 1659  0.90      Good     J     VS2  63.9  58.0  3024 6.15 6.08 3.91    1
## 1660  0.72   Premium     E     VS2  60.4  61.0  3024 5.79 5.76 3.49    1
## 1661  0.90      Fair     H     SI1  65.6  57.0  3024 6.04 6.01 3.95    1
## 1662  0.72   Premium     E     VS2  62.5  59.0  3024 5.73 5.70 3.57    1
## 1663  0.75      Good     D     SI1  63.6  58.0  3024 5.77 5.65 3.63    1
## 1664  0.75   Premium     E     SI1  61.7  60.0  3024 5.84 5.80 3.59    1
## 1665  0.72 Very Good     G     VS1  60.1  63.0  3024 5.86 5.82 3.51    1
## 1666  0.75   Premium     D     SI1  59.2  58.0  3024 5.96 5.93 3.52    1
## 1667  0.65 Very Good     D    VVS2  57.7  60.0  3025 5.69 5.74 3.30    1
## 1668  0.70 Very Good     G     VS2  61.8  55.0  3026 5.69 5.74 3.53    1
## 1669  0.59     Ideal     E    VVS2  61.8  57.0  3026 5.35 5.40 3.32    1
## 1670  0.71     Ideal     E     VS2  62.3  56.0  3026 5.70 5.73 3.56    1
## 1671  0.83     Ideal     H     VS2  61.3  54.0  3027 6.06 6.10 3.73    1
## 1672  1.02      Fair     J     SI1  66.8  55.0  3027 6.25 6.18 4.15    1
## 1673  1.00      Fair     G     SI2  64.9  57.0  3027 6.29 6.20 4.05    1
## 1674  1.02   Premium     G     SI2  61.7  58.0  3027 6.46 6.41 3.97    1
## 1675  0.77      Good     H    VVS2  57.9  61.0  3027 6.07 6.01 3.50    1
## 1676  0.70 Very Good     F    VVS2  58.5  60.0  3028 5.82 5.94 3.44    1
## 1677  0.80     Ideal     H     VS2  62.1  54.0  3030 5.96 5.99 3.71    1
## 1678  0.74     Ideal     H     VS1  61.6  55.0  3030 5.79 5.83 3.58    1
## 1679  0.77      Fair     F     VS1  66.8  57.0  3031 5.66 5.76 3.82    1
## 1680  0.72   Premium     G     VS1  58.9  58.0  3032 5.93 5.85 3.47    1
## 1681  1.01      Good     E      I1  63.8  57.0  3032 6.40 6.33 4.06    1
## 1682  1.01 Very Good     H     SI2  63.5  55.0  3032 6.32 6.27 4.00    1
## 1683  0.55     Ideal     F    VVS1  61.2  54.0  3032 5.35 5.30 3.26    1
## 1684  0.71 Very Good     D     VS2  63.0  57.0  3033 5.67 5.70 3.58    1
## 1685  0.73     Ideal     G     VS1  61.6  57.0  3033 5.76 5.79 3.56    1
## 1686  0.76     Ideal     E     SI1  62.5  57.0  3033 5.80 5.82 3.63    1
## 1687  0.52     Ideal     E      IF  61.1  57.0  3033 5.17 5.21 3.17    1
## 1688  0.70      Good     D     VS2  64.1  59.0  3033 5.56 5.49 3.54    1
## 1689  0.70 Very Good     D     VS2  63.2  60.0  3033 5.61 5.56 3.53    1
## 1690  0.70      Good     D     VS2  63.9  58.0  3033 5.62 5.58 3.58    1
## 1691  0.92      Fair     I     VS2  64.4  58.0  3033 6.13 6.10 3.94    1
## 1692  0.91   Premium     H     SI1  63.0  57.0  3033 6.19 6.10 3.87    1
## 1693  0.91     Ideal     I     SI2  61.6  57.0  3034 6.23 6.24 3.84    1
## 1694  0.91      Good     I     SI2  60.2  59.0  3034 6.24 6.29 3.77    1
## 1695  0.70     Ideal     G     VS1  61.4  57.0  3034 5.70 5.73 3.51    1
## 1696  0.72 Very Good     E     VS2  63.8  57.0  3035 5.66 5.69 3.62    1
## 1697  0.71     Ideal     E     VS2  59.5  57.0  3035 5.83 5.86 3.48    1
## 1698  0.72     Ideal     G     VS1  62.4  59.0  3035 5.71 5.74 3.57    1
## 1699  0.78     Ideal     D     SI1  62.4  57.0  3035 5.87 5.89 3.67    1
## 1700  0.71     Ideal     D     SI1  60.6  57.0  3035 5.82 5.72 3.50    1
## 1701  0.80 Very Good     H    VVS2  62.9  56.0  3036 5.90 5.96 3.73    1
## 1702  0.74     Ideal     E     VS2  62.6  56.0  3036 5.73 5.81 3.61    1
## 1703  0.74   Premium     D     SI1  62.4  59.0  3036 5.73 5.80 3.60    1
## 1704  0.61     Ideal     D    VVS2  62.4  58.0  3036 5.38 5.42 3.37    1
## 1705  0.78     Ideal     F     SI1  61.0  55.0  3036 6.00 5.96 3.65    1
## 1706  0.70 Very Good     G    VVS1  63.3  57.0  3037 5.59 5.63 3.55    1
## 1707  0.32      Good     E     SI1  63.3  56.0   561 4.34 4.35 2.75    1
## 1708  0.32   Premium     G     VS2  60.5  58.0   561 4.41 4.42 2.67    1
## 1709  0.40      Good     H     SI2  63.7  59.0   561 4.64 4.69 2.97    1
## 1710  0.32   Premium     G     VS2  62.5  60.0   561 4.32 4.38 2.72    1
## 1711  0.32     Ideal     G     VS2  61.4  56.0   561 4.37 4.39 2.69    1
## 1712  0.32   Premium     G     VS2  59.8  59.0   561 4.48 4.52 2.69    1
## 1713  0.32   Premium     I    VVS2  60.7  59.0   561 4.40 4.43 2.68    1
## 1714  0.32 Very Good     G     VS2  60.2  57.0   561 4.42 4.45 2.67    1
## 1715  0.32      Good     G     VS2  63.3  54.0   561 4.36 4.39 2.77    1
## 1716  0.32      Good     H     VS1  63.1  57.0   561 4.34 4.37 2.75    1
## 1717  0.32     Ideal     G     VS2  61.4  55.0   561 4.40 4.46 2.72    1
## 1718  0.32     Ideal     G     VS2  59.8  57.0   561 4.43 4.46 2.66    1
## 1719  0.32     Ideal     G     VS2  61.7  57.0   561 4.38 4.40 2.71    1
## 1720  0.32   Premium     H     VS1  62.3  58.0   561 4.34 4.39 2.72    1
## 1721  0.32 Very Good     H     VS1  63.0  57.0   561 4.32 4.35 2.73    1
## 1722  0.32   Premium     G     VS2  61.9  58.0   561 4.36 4.43 2.72    1
## 1723  0.32      Good     G     VS2  63.1  57.0   561 4.30 4.35 2.73    1
## 1724  0.32 Very Good     H     VS1  63.0  57.0   561 4.37 4.39 2.76    1
## 1725  0.32     Ideal     G     VS2  61.8  57.0   561 4.37 4.40 2.71    1
## 1726  0.32 Very Good     H     VS1  61.7  58.0   561 4.37 4.41 2.71    1
## 1727  0.32   Premium     H     VS1  61.7  58.0   561 4.38 4.44 2.72    1
## 1728  0.32 Very Good     E     SI1  60.1  60.0   561 4.42 4.47 2.67    1
## 1729  0.32     Ideal     G     VS2  61.8  55.0   561 4.41 4.42 2.73    1
## 1730  0.32   Premium     G     VS2  61.7  60.0   561 4.32 4.40 2.69    1
## 1731  0.32      Good     E     SI1  63.4  55.0   561 4.35 4.36 2.76    1
## 1732  0.32 Very Good     G     VS2  62.6  58.0   561 4.37 4.39 2.74    1
## 1733  0.32   Premium     G     VS2  62.3  58.0   561 4.36 4.41 2.73    1
## 1734  0.32     Ideal     G     VS2  61.6  57.0   561 4.39 4.41 2.71    1
## 1735  0.32     Ideal     H     VS1  61.9  55.0   561 4.40 4.42 2.73    1
## 1736  0.32     Ideal     H     VS1  60.2  56.0   561 4.44 4.49 2.69    1
## 1737  0.72     Ideal     E     SI1  62.2  58.0  3037 5.72 5.75 3.57    1
## 1738  0.76     Ideal     H     VS2  61.4  57.0  3038 5.85 5.88 3.60    1
## 1739  0.70     Ideal     H     VS2  61.5  56.0  3038 5.71 5.73 3.52    1
## 1740  0.73     Ideal     E     SI1  62.2  56.0  3038 5.76 5.79 3.59    1
## 1741  0.70 Very Good     G    VVS2  61.0  59.0  3039 5.67 5.70 3.47    1
## 1742  0.70      Fair     F     VS1  64.9  59.0  3039 5.56 5.59 3.62    1
## 1743  0.77 Very Good     D     SI1  62.1  58.0  3040 5.84 5.89 3.64    1
## 1744  0.92   Premium     I     SI2  61.5  59.0  3040 6.27 6.21 3.84    1
## 1745  0.73     Ideal     G     VS1  61.8  57.0  3041 5.78 5.81 3.58    1
## 1746  0.71     Ideal     F     VS1  62.7  57.0  3041 5.66 5.70 3.56    1
## 1747  0.71     Ideal     F     VS1  61.7  55.0  3041 5.73 5.77 3.55    1
## 1748  0.81      Good     I     VS1  59.4  56.0  3042 5.97 6.11 3.59    1
## 1749  0.71     Ideal     G    VVS2  62.5  57.0  3042 5.73 5.70 3.57    1
## 1750  0.72 Very Good     G    VVS2  60.4  58.0  3043 5.77 5.82 3.50    1
## 1751  0.81   Premium     F     SI1  61.9  59.0  3043 5.97 5.95 3.69    1
## 1752  0.81     Ideal     I     SI1  61.3  56.0  3043 6.27 6.23 3.83    1
## 1753  0.77 Very Good     F     SI1  59.6  60.0  3044 5.95 5.97 3.55    1
## 1754  0.83     Ideal     G     SI1  62.1  57.0  3044 6.03 5.95 3.72    1
## 1755  0.71 Very Good     F     VS1  62.2  55.0  3045 5.68 5.74 3.56    1
## 1756  0.71 Very Good     F     VS1  61.2  57.0  3045 5.73 5.77 3.52    1
## 1757  0.78 Very Good     F     SI1  62.4  58.0  3045 5.83 5.86 3.65    1
## 1758  0.71 Very Good     D     VS2  62.8  56.0  3045 5.67 5.70 3.57    1
## 1759  0.72   Premium     D     VS2  60.2  60.0  3045 5.76 5.81 3.48    1
## 1760  1.14     Ideal     J     SI1  60.2  57.0  3045 6.81 6.71 4.07    1
## 1761  0.75     Ideal     E     SI1  60.8  56.0  3045 5.91 5.89 3.59    1
## 1762  0.75 Very Good     D     SI1  59.7  62.0  3046 5.89 5.94 3.53    1
## 1763  0.70      Good     G    VVS2  61.1  61.0  3046 5.67 5.69 3.47    1
## 1764  0.79 Very Good     F     SI1  61.5  58.0  3047 5.94 5.97 3.66    1
## 1765  0.73      Fair     D     VS1  66.0  54.0  3047 5.56 5.66 3.70    1
## 1766  0.91   Premium     G     SI2  60.1  62.0  3047 6.24 6.20 3.73    1
## 1767  0.91   Premium     G     SI2  62.8  59.0  3047 6.14 6.12 3.85    1
## 1768  0.93     Ideal     I     SI2  62.3  57.0  3047 6.22 6.20 3.87    1
## 1769  0.82 Very Good     F     SI1  63.9  56.9  3048 5.85 5.92 3.76    1
## 1770  0.75 Very Good     D     SI1  61.8  57.0  3048 5.78 5.81 3.58    1
## 1771  0.72   Premium     H      IF  58.7  59.0  3048 5.94 5.88 3.47    1
## 1772  0.72     Ideal     G     SI1  61.8  56.0  3048 5.70 5.76 3.55    1
## 1773  0.72      Good     E     VS1  57.9  60.0  3048 5.97 5.91 3.44    1
## 1774  0.72 Very Good     E     VS1  63.1  56.0  3048 5.70 5.65 3.58    1
## 1775  0.90     Ideal     J     VS1  62.6  55.0  3048 6.13 6.11 3.83    1
## 1776  0.72   Premium     D     SI1  60.5  57.0  3048 5.89 5.85 3.55    1
## 1777  0.72   Premium     D     SI1  62.6  54.0  3048 5.78 5.72 3.60    1
## 1778  0.75     Ideal     E     SI1  61.4  55.0  3049 5.80 5.86 3.58    1
## 1779  0.66     Ideal     D    VVS2  61.6  57.0  3049 5.64 5.57 3.45    1
## 1780  0.83     Ideal     E     SI2  61.9  53.0  3049 6.08 6.04 3.75    1
## 1781  0.62 Very Good     D    VVS2  58.1  63.0  3050 5.59 5.66 3.27    1
## 1782  0.80 Very Good     E     SI1  63.1  56.0  3050 5.93 5.83 3.71    1
## 1783  0.76     Ideal     H     SI1  61.3  55.0  3050 5.87 5.93 3.62    1
## 1784  0.76     Ideal     H     SI1  61.4  55.0  3050 5.82 5.90 3.60    1
## 1785  0.82      Good     E     SI2  61.8  56.0  3050 5.95 5.99 3.69    1
## 1786  0.81     Ideal     E     SI2  62.1  57.0  3050 5.97 5.91 3.69    1
## 1787  1.02      Good     E      I1  63.1  60.0  3051 6.31 6.40 4.01    1
## 1788  0.66 Very Good     G      IF  60.5  59.0  3051 5.69 5.74 3.46    1
## 1789  0.70 Very Good     D     VS2  62.5  55.0  3052 5.65 5.71 3.55    1
## 1790  0.77     Ideal     F     VS2  61.2  57.0  3052 5.93 5.97 3.64    1
## 1791  0.70 Very Good     G    VVS2  60.2  61.0  3052 5.66 5.74 3.43    1
## 1792  1.03      Fair     G     SI1  66.1  56.0  3052 6.26 6.20 4.12    1
## 1793  0.70 Very Good     D     VS2  62.6  58.0  3053 5.67 5.70 3.56    1
## 1794  0.71 Very Good     E     VS2  59.9  59.0  3053 5.79 5.83 3.48    1
## 1795  0.70 Very Good     F     VS1  62.8  59.0  3053 5.65 5.69 3.56    1
## 1796  0.71     Ideal     E     VS2  60.9  56.0  3053 5.77 5.83 3.53    1
## 1797  0.81     Ideal     F     SI2  62.3  54.0  3053 5.94 5.98 3.72    1
## 1798  0.78     Ideal     E     SI2  61.0  56.0  3053 5.92 5.98 3.63    1
## 1799  0.75     Ideal     E     SI1  61.3  57.0  3053 5.84 5.91 3.60    1
## 1800  0.79 Very Good     E     SI1  63.2  56.0  3053 5.91 5.83 3.71    1
## 1801  0.79   Premium     G     VS1  62.3  56.0  3053 5.94 5.87 3.68    1
## 1802  0.79   Premium     G     VS1  61.3  59.0  3053 5.97 5.91 3.64    1
## 1803  0.79     Ideal     E     SI1  62.1  54.0  3053 5.96 5.92 3.69    1
## 1804  0.70 Very Good     D     VS1  62.9  60.0  3054 5.62 5.67 3.55    1
## 1805  1.01   Premium     H     SI2  61.1  60.0  3054 6.46 6.41 3.93    1
## 1806  1.01   Premium     I     SI2  61.9  58.0  3054 6.45 6.41 3.98    1
## 1807  1.01      Fair     I     SI2  66.1  58.0  3054 6.21 6.04 4.05    1
## 1808  1.01      Fair     I     SI2  68.1  59.0  3054 6.14 6.11 4.17    1
## 1809  0.78 Very Good     E     SI1  60.9  57.0  3055 5.93 5.97 3.62    1
## 1810  0.65 Very Good     D    VVS2  59.9  58.0  3056 5.63 5.69 3.39    1
## 1811  0.61     Ideal     E    VVS2  60.8  56.0  3056 5.50 5.47 3.34    1
## 1812  0.78     Ideal     G     SI1  61.7  56.0  3056 5.90 5.93 3.65    1
## 1813  0.76     Ideal     E     SI1  62.4  54.0  3056 5.84 5.86 3.65    1
## 1814  0.90 Very Good     I     SI2  61.5  61.0  3057 6.13 6.16 3.78    1
## 1815  0.92 Very Good     D     SI2  60.2  61.0  3057 6.27 6.32 3.79    1
## 1816  0.57     Ideal     F    VVS1  61.1  55.0  3057 5.36 5.44 3.30    1
## 1817  0.76      Good     F     VS1  59.9  61.0  3057 5.89 5.98 3.56    1
## 1818  0.90      Good     I     SI2  60.7  58.0  3057 6.17 6.21 3.76    1
## 1819  0.82      Fair     H     SI1  64.9  58.0  3057 5.82 5.77 3.76    1
## 1820  0.91      Good     F     SI2  63.9  56.0  3058 6.11 6.06 3.89    1
## 1821  0.79   Premium     D     SI1  61.4  59.0  3058 5.96 5.89 3.64    1
## 1822  0.91   Premium     J     VS2  61.6  58.0  3058 6.28 6.23 3.85    1
## 1823  0.72 Very Good     F     VS1  62.1  59.0  3059 5.69 5.74 3.55    1
## 1824  0.81 Very Good     E     SI2  62.9  56.0  3059 5.87 5.90 3.70    1
## 1825  0.71 Very Good     E     VS1  61.8  56.0  3059 5.74 5.78 3.56    1
## 1826  1.03 Very Good     G      I1  62.4  57.0  3060 6.41 6.45 4.01    1
## 1827  0.90      Good     G     SI2  63.6  57.0  3060 6.10 6.04 3.86    1
## 1828  0.74 Very Good     H    VVS1  62.4  57.0  3061 5.76 5.81 3.61    1
## 1829  0.70 Very Good     E     VS1  61.1  55.0  3061 5.72 5.77 3.51    1
## 1830  0.71 Very Good     E     VS1  63.3  56.0  3061 5.64 5.68 3.58    1
## 1831  0.90 Very Good     J     SI1  63.8  56.0  3061 6.11 6.14 3.91    1
## 1832  0.71     Ideal     G     SI1  61.5  55.0  3061 5.75 5.79 3.55    1
## 1833  0.91      Good     I     SI2  57.9  60.0  3061 6.46 6.39 3.72    1
## 1834  0.71      Fair     G    VVS1  62.8  57.0  3062 5.67 5.57 3.53    1
## 1835  0.70   Premium     F    VVS2  58.7  60.0  3062 5.80 5.75 3.39    1
## 1836  0.72     Ideal     D     SI1  61.5  56.5  3062 5.76 5.79 3.55    1
## 1837  0.90      Fair     F     SI2  65.7  63.0  3062 6.01 5.96 3.93    1
## 1838  0.71   Premium     E     VS2  62.2  59.0  3062 5.71 5.61 3.52    1
## 1839  0.71   Premium     E     VS2  62.0  61.0  3062 5.71 5.65 3.52    1
## 1840  0.93   Premium     J     VS1  60.3  58.0  3062 6.37 6.31 3.82    1
## 1841  0.70 Very Good     E     VS1  62.2  57.0  3063 5.63 5.68 3.52    1
## 1842  0.70 Very Good     E     VS1  62.5  56.0  3063 5.64 5.68 3.54    1
## 1843  0.70      Good     E     VS1  59.4  61.0  3063 5.79 5.83 3.45    1
## 1844  0.71 Very Good     E     VS1  63.3  59.0  3064 5.64 5.68 3.58    1
## 1845  0.76   Premium     E     VS2  61.7  62.0  3064 5.85 5.82 3.60    1
## 1846  0.70     Ideal     F     VS2  61.4  56.0  3064 5.72 5.75 3.52    1
## 1847  0.70     Ideal     F     VS2  61.6  55.0  3064 5.72 5.75 3.53    1
## 1848  0.80     Ideal     F     SI2  61.4  56.0  3064 5.99 5.93 3.66    1
## 1849  0.72 Very Good     E     VS2  63.0  58.0  3065 5.69 5.73 3.60    1
## 1850  0.70     Ideal     G     VS1  61.5  56.0  3065 5.70 5.75 3.52    1
## 1851  0.65     Ideal     H      IF  61.5  55.0  3065 5.60 5.62 3.45    1
## 1852  0.85 Very Good     D     SI2  61.4  60.0  3066 6.05 6.13 3.74    1
## 1853  0.77     Ideal     I     VS1  61.4  56.0  3066 5.90 5.93 3.63    1
## 1854  0.71     Ideal     F     VS1  62.0  57.0  3066 5.70 5.75 3.55    1
## 1855  0.71     Ideal     F     VS1  62.1  57.0  3066 5.73 5.76 3.57    1
## 1856  0.80     Ideal     F     SI2  62.5  56.0  3066 5.94 5.99 3.73    1
## 1857  0.80     Ideal     F     SI2  61.8  59.0  3066 5.94 5.96 3.68    1
## 1858  0.73 Very Good     E     VS2  63.1  55.0  3066 5.77 5.71 3.62    1
## 1859  0.90      Good     G     SI2  63.7  62.0  3067 6.01 6.07 3.85    1
## 1860  0.78     Ideal     E     SI1  62.7  55.0  3067 5.87 5.90 3.69    1
## 1861  0.70 Very Good     E     VS1  63.4  60.0  3068 5.63 5.66 3.58    1
## 1862  0.70     Ideal     E     VS2  62.6  56.0  3068 5.65 5.69 3.55    1
## 1863  0.85 Very Good     I     VS2  60.0  57.0  3070 6.10 6.16 3.68    1
## 1864  0.80 Very Good     G     SI1  62.9  56.0  3070 5.88 5.95 3.72    1
## 1865  0.80 Very Good     E     SI2  62.6  59.0  3070 5.84 5.91 3.68    1
## 1866  0.92      Good     J     SI2  59.0  63.0  3070 6.30 6.35 3.73    1
## 1867  0.80 Very Good     G     SI1  62.1  56.0  3071 6.01 5.85 3.68    1
## 1868  0.82     Ideal     I     VS1  61.6  56.0  3071 6.05 6.01 3.72    1
## 1869  0.71      Good     G    VVS1  62.7  61.0  3072 5.64 5.68 3.55    1
## 1870  0.70 Very Good     G    VVS1  63.1  56.0  3073 5.64 5.67 3.57    1
## 1871  0.79 Very Good     F     SI1  58.5  61.0  3073 6.03 6.08 3.54    1
## 1872  0.70     Ideal     G    VVS1  61.6  55.0  3073 5.72 5.75 3.53    1
## 1873  0.75     Ideal     G     VS2  61.6  55.0  3073 5.86 5.89 3.62    1
## 1874  0.71     Ideal     E     VS2  62.2  57.0  3073 5.69 5.73 3.55    1
## 1875  0.62   Premium     E    VVS1  61.9  59.0  3073 5.62 5.50 3.44    1
## 1876  1.03   Premium     G      I1  60.8  57.0  3073 6.55 6.51 3.97    1
## 1877  0.70      Good     D     VS2  58.0  65.0  3073 5.81 5.73 3.39    1
## 1878  0.78 Very Good     G     VS2  61.7  58.0  3074 5.87 5.92 3.64    1
## 1879  0.90      Fair     I    VVS2  67.0  56.0  3074 5.91 5.83 3.93    1
## 1880  0.77     Ideal     H     VS1  61.4  55.0  3074 5.89 5.93 3.63    1
## 1881  0.90      Good     G     SI1  63.7  56.0  3074 6.10 6.06 3.87    1
## 1882  0.72 Very Good     D     VS2  61.8  58.0  3075 5.73 5.76 3.55    1
## 1883  0.72 Very Good     D     VS2  62.6  59.0  3075 5.69 5.72 3.57    1
## 1884  0.71 Very Good     F     SI2  61.4  56.0  3075 5.71 5.73 3.51    1
## 1885  0.70 Very Good     D     SI1  62.4  57.0  3075 5.64 5.67 3.53    1
## 1886  0.72     Ideal     H    VVS1  62.2  57.0  3075 5.72 5.75 3.57    1
## 1887  0.76     Ideal     I     VS2  61.7  56.0  3075 5.87 5.90 3.63    1
## 1888  0.76     Ideal     D     SI1  62.8  57.0  3075 5.81 5.85 3.66    1
## 1889  0.79     Ideal     E     SI1  62.9  55.0  3075 5.93 5.86 3.71    1
## 1890  0.79 Very Good     E     SI1  60.4  59.0  3077 5.97 5.99 3.61    1
## 1891  0.79 Very Good     E     SI1  63.7  58.0  3077 5.79 5.85 3.71    1
## 1892  0.73     Ideal     E     VS2  62.7  56.0  3077 5.75 5.80 3.62    1
## 1893  0.71      Fair     D     VS2  64.7  58.0  3077 5.61 5.58 3.62    1
## 1894  0.71   Premium     D     VS2  60.3  62.0  3077 5.76 5.69 3.45    1
## 1895  0.75      Good     D     SI1  63.6  58.0  3078 5.65 5.77 3.63    1
## 1896  0.72   Premium     E     VS2  62.5  59.0  3078 5.70 5.73 3.57    1
## 1897  0.83   Premium     D     SI2  62.7  56.0  3078 6.01 5.98 3.76    1
## 1898  0.76     Ideal     E     VS2  61.3  56.0  3079 5.79 5.83 3.56    1
## 1899  0.94      Good     I     SI2  63.8  60.0  3079 6.21 6.14 3.94    1
## 1900  0.91      Fair     D     SI2  62.5  66.0  3079 6.08 6.01 3.78    1
## 1901  1.00 Very Good     E      I1  62.3  58.0  3080 6.33 6.38 3.96    1
## 1902  1.00     Ideal     H      I1  61.3  57.0  3080 6.41 6.44 3.94    1
## 1903  1.00      Fair     J     VS1  66.6  57.0  3080 6.07 6.03 4.03    1
## 1904  1.00   Premium     H     SI2  59.4  60.0  3080 6.49 6.40 3.83    1
## 1905  1.00   Premium     H     SI2  62.8  60.0  3080 6.46 6.34 4.02    1
## 1906  0.82   Premium     F     SI1  61.1  60.0  3080 6.02 5.96 3.66    1
## 1907  0.71     Ideal     H     VS2  61.8  55.0  3080 5.75 5.78 3.56    1
## 1908  0.71     Ideal     H     VS2  61.8  55.0  3080 5.73 5.75 3.55    1
## 1909  0.79 Very Good     D     SI2  63.2  57.0  3081 5.81 5.86 3.69    1
## 1910  0.75     Ideal     F     VS2  62.1  57.0  3081 5.80 5.82 3.61    1
## 1911  0.79     Ideal     F     SI1  62.0  55.0  3081 5.93 5.95 3.68    1
## 1912  0.71     Ideal     E     VS1  62.2  57.0  3081 5.74 5.70 3.56    1
## 1913  0.80 Very Good     F     SI1  63.5  58.0  3082 5.89 5.85 3.73    1
## 1914  0.91 Very Good     H     SI1  63.4  55.0  3082 6.18 6.15 3.91    1
## 1915  0.60     Ideal     E    VVS1  62.5  53.7  3082 5.35 5.43 3.38    1
## 1916  0.60     Ideal     E    VVS1  62.0  53.7  3082 5.40 5.44 3.36    1
## 1917  0.70      Good     D     VS2  57.7  60.0  3082 5.83 5.86 3.37    1
## 1918  0.91 Very Good     J     VS1  63.5  55.0  3082 6.22 6.12 3.92    1
## 1919  0.71   Premium     F     VS1  58.6  62.0  3082 5.88 5.82 3.43    1
## 1920  0.86   Premium     H     VS2  61.3  59.0  3082 6.17 6.10 3.76    1
## 1921  0.80     Ideal     F     SI1  61.0  56.0  3082 6.05 5.98 3.67    1
## 1922  0.80   Premium     F     SI1  60.1  58.0  3082 6.07 6.05 3.64    1
## 1923  0.80   Premium     D     SI2  61.1  58.0  3082 5.94 5.90 3.62    1
## 1924  0.92   Premium     F     SI2  62.1  60.0  3083 6.21 6.26 3.87    1
## 1925  0.72 Very Good     F     VS1  63.2  57.0  3083 5.69 5.73 3.61    1
## 1926  1.01   Premium     H     SI2  59.4  62.0  3083 6.47 6.43 3.83    1
## 1927  0.71 Very Good     D     VS2  61.8  55.0  3084 5.72 5.74 3.54    1
## 1928  0.72 Very Good     E     SI2  61.0  59.0  3084 5.73 5.78 3.51    1
## 1929  0.81   Premium     I    VVS2  62.9  59.0  3084 5.95 5.84 3.71    1
## 1930  0.53     Ideal     E    VVS1  61.8  55.0  3084 5.19 5.24 3.22    1
## 1931  0.61     Ideal     E    VVS1  62.2  56.0  3084 5.43 5.47 3.39    1
## 1932  0.85     Ideal     G     SI1  62.0  54.0  3084 6.08 6.11 3.78    1
## 1933  0.75      Good     E     VS2  62.6  58.0  3084 5.73 5.78 3.60    1
## 1934  0.90      Good     E     SI2  64.1  57.0  3084 6.09 6.07 3.90    1
## 1935  0.90 Very Good     E     SI2  63.4  62.0  3084 6.02 6.00 3.81    1
## 1936  0.90   Premium     E     SI2  60.7  61.0  3084 6.22 6.16 3.76    1
## 1937  0.90   Premium     E     SI2  59.5  61.0  3084 6.30 6.24 3.73    1
## 1938  0.90      Fair     E     SI2  64.5  55.0  3084 6.12 6.03 3.92    1
## 1939  0.90      Fair     E     SI2  65.8  58.0  3084 6.02 5.98 3.95    1
## 1940  0.90   Premium     E     SI2  63.0  57.0  3084 6.08 6.05 3.82    1
## 1941  0.81     Ideal     H     VS2  61.6  56.0  3084 6.03 5.98 3.70    1
## 1942  0.81   Premium     G     VS2  61.2  60.0  3084 6.00 5.99 3.67    1
## 1943  0.90 Very Good     E     SI2  63.1  54.0  3084 6.20 6.17 3.90    1
## 1944  1.02      Fair     I     SI2  64.5  56.0  3084 6.28 6.25 4.04    1
## 1945  0.72     Ideal     F     VS1  62.4  56.0  3084 5.76 5.72 3.58    1
## 1946  0.75 Very Good     D     SI1  63.9  56.0  3085 5.73 5.75 3.67    1
## 1947  0.84   Premium     E     SI2  59.2  59.0  3086 6.19 6.14 3.65    1
## 1948  0.75     Ideal     E     VS1  61.8  55.0  3086 5.85 5.87 3.62    1
## 1949  0.70      Good     D     VS2  63.9  58.0  3087 5.58 5.62 3.58    1
## 1950  0.70      Good     D     VS2  63.2  60.0  3087 5.56 5.61 3.53    1
## 1951  0.91 Very Good     H     SI1  63.0  57.0  3087 6.10 6.19 3.87    1
## 1952  0.70      Good     D     VS2  64.1  59.0  3087 5.49 5.56 3.54    1
## 1953  0.76     Ideal     E     SI1  62.4  57.0  3087 5.83 5.87 3.65    1
## 1954  0.74     Ideal     D     VS2  61.9  56.0  3087 5.84 5.79 3.60    1
## 1955  1.01      Good     J     SI2  63.7  60.0  3088 6.40 6.29 4.05    1
## 1956  1.01 Very Good     J     SI2  63.3  53.0  3088 6.35 6.31 4.01    1
## 1957  0.79   Premium     F     VS2  60.7  60.0  3089 5.95 5.97 3.62    1
## 1958  0.77     Ideal     H     SI1  61.3  56.0  3089 5.87 5.91 3.61    1
## 1959  0.73     Ideal     G     SI1  61.4  57.0  3089 5.74 5.79 3.54    1
## 1960  0.73     Ideal     G     SI1  60.9  57.0  3089 5.81 5.85 3.55    1
## 1961  0.73     Ideal     G     SI1  60.6  57.0  3089 5.84 5.87 3.55    1
## 1962  0.73     Ideal     G     SI1  61.9  55.0  3089 5.76 5.80 3.58    1
## 1963  0.73     Ideal     G     SI1  61.2  57.0  3089 5.79 5.86 3.56    1
## 1964  0.73     Ideal     G     SI1  61.7  57.0  3089 5.78 5.81 3.57    1
## 1965  0.71     Ideal     D     VS1  62.5  57.0  3090 5.71 5.68 3.56    1
## 1966  0.58     Ideal     F    VVS1  61.7  55.0  3090 5.36 5.39 3.31    1
## 1967  0.87     Ideal     F     SI2  62.2  56.0  3090 6.03 6.13 3.78    1
## 1968  0.71   Premium     D     VS1  58.1  62.0  3090 5.89 5.84 3.41    1
## 1969  0.72     Ideal     E     VS2  60.8  57.0  3091 5.79 5.82 3.53    1
## 1970  0.92   Premium     J     VS2  60.9  62.0  3091 6.31 6.26 3.83    1
## 1971  1.20   Premium     G      I1  60.3  58.0  3091 6.82 6.77 4.10    1
## 1972  0.80   Premium     E     SI1  62.9  60.0  3091 5.89 5.87 3.70    1
## 1973  0.98 Very Good     H     SI2  63.4  57.0  3091 6.41 6.32 4.04    1
## 1974  0.70 Very Good     D     VS2  60.7  58.0  3092 5.70 5.73 3.47    1
## 1975  0.70     Ideal     D     VS2  61.6  58.0  3092 5.66 5.70 3.50    1
## 1976  0.70     Ideal     D     VS2  62.3  55.0  3092 5.67 5.70 3.54    1
## 1977  0.80 Very Good     F     SI1  63.1  58.0  3093 5.89 5.93 3.73    1
## 1978  0.70     Ideal     E     VS2  62.0  57.0  3093 5.68 5.71 3.53    1
## 1979  0.70     Ideal     D     VS1  61.9  57.0  3093 5.69 5.72 3.53    1
## 1980  0.72     Ideal     E    VVS2  62.1  57.0  3093 5.76 5.74 3.57    1
## 1981  0.71     Ideal     G    VVS2  62.5  57.0  3095 5.70 5.73 3.57    1
## 1982  0.70 Very Good     E     VS1  63.4  57.0  3095 5.63 5.67 3.58    1
## 1983  0.81 Very Good     G     SI1  62.3  59.0  3095 5.93 5.98 3.71    1
## 1984  0.94   Premium     F     SI2  62.3  59.0  3095 6.32 6.23 3.91    1
## 1985  0.90   Premium     H     SI1  62.4  56.0  3095 6.13 6.05 3.80    1
## 1986  0.71 Very Good     D     VS2  63.1  59.0  3096 5.64 5.67 3.57    1
## 1987  0.71 Very Good     D     VS2  63.0  58.0  3096 5.65 5.68 3.57    1
## 1988  0.77      Good     H    VVS1  63.1  57.0  3096 5.83 5.86 3.69    1
## 1989  0.91   Premium     F     SI2  62.1  56.0  3096 6.26 6.21 3.87    1
## 1990  0.81     Ideal     I     SI1  61.3  56.0  3097 6.23 6.27 3.83    1
## 1991  0.81   Premium     F     SI1  60.3  59.0  3097 5.98 6.05 3.63    1
## 1992  0.52     Ideal     E    VVS1  61.8  55.0  3097 5.19 5.20 3.21    1
## 1993  0.53     Ideal     D    VVS1  61.6  55.0  3097 5.21 5.27 3.23    1
## 1994  1.29      Good     I      I1  64.2  54.0  3098 6.93 6.83 4.42    1
## 1995  0.90 Very Good     I     SI2  60.4  58.0  3099 6.25 6.31 3.79    1
## 1996  0.72     Ideal     D     VS2  61.8  57.0  3099 5.76 5.73 3.55    1
## 1997  0.94   Premium     G     SI2  63.0  59.0  3099 6.16 6.10 3.86    1
## 1998  0.93     Ideal     I     SI2  62.3  57.0  3101 6.20 6.22 3.87    1
## 1999  0.74     Ideal     F    VVS2  61.5  54.0  3101 5.84 5.86 3.60    1
## 2000  0.81     Ideal     E     SI2  62.1  55.0  3101 5.94 5.98 3.70    1
## 2001  0.71   Premium     E     VS2  62.2  59.0  3101 5.79 5.76 3.59    1
## 2002  0.72 Very Good     D     SI1  60.5  57.0  3102 5.85 5.89 3.55    1
## 2003  0.90 Very Good     J     VS1  62.6  55.0  3102 6.11 6.13 3.83    1
## 2004  0.72     Ideal     G     VS1  61.3  56.0  3102 5.77 5.82 3.55    1
## 2005  0.90     Ideal     J     SI1  62.6  54.0  3102 6.16 6.23 3.88    1
## 2006  0.83     Ideal     E     SI2  61.9  53.0  3103 6.04 6.08 3.75    1
## 2007  0.66     Ideal     D    VVS2  61.6  57.0  3103 5.57 5.64 3.45    1
## 2008  0.71     Ideal     E     VS2  62.2  56.0  3103 5.70 5.75 3.56    1
## 2009  0.78   Premium     D     SI1  61.8  59.0  3103 5.93 5.88 3.65    1
## 2010  0.81 Very Good     H     VS1  63.6  57.0  3104 5.87 5.90 3.74    1
## 2011  0.71 Very Good     F    VVS1  63.3  58.0  3104 5.67 5.64 3.58    1
## 2012  0.90      Fair     G     SI2  55.9  62.0  3104 6.35 6.42 3.57    1
## 2013  0.90      Fair     G     SI2  64.7  58.0  3104 5.94 6.03 3.87    1
## 2014  0.90     Ideal     I     SI2  62.8  55.0  3104 6.19 6.14 3.87    1
## 2015  0.70   Premium     F    VVS2  62.6  59.0  3105 5.66 5.62 3.53    1
## 2016  0.78     Ideal     I     VS1  61.9  56.0  3105 5.91 5.94 3.67    1
## 2017  0.78     Ideal     I     VS1  60.7  56.0  3105 5.97 6.03 3.64    1
## 2018  0.90 Very Good     H     SI2  59.5  63.0  3105 6.31 6.26 3.74    1
## 2019  0.90   Premium     H     SI2  62.4  61.0  3105 6.11 6.03 3.79    1
## 2020  0.90 Very Good     H     SI2  61.1  63.0  3105 6.19 6.12 3.76    1
## 2021  1.52      Good     E      I1  57.3  58.0  3105 7.53 7.42 4.28    2
## 2022  0.90     Ideal     J     VS2  59.8  56.0  3105 6.27 6.24 3.74    1
## 2023  0.90      Fair     H     SI2  65.6  58.0  3105 6.05 5.95 3.95    1
## 2024  0.75   Premium     D     SI1  58.9  60.0  3105 5.99 5.97 3.52    1
## 2025  0.70   Premium     G    VVS1  61.2  56.0  3105 5.75 5.68 3.50    1
## 2026  0.90 Very Good     H     SI2  63.4  60.0  3105 6.08 6.03 3.84    1
## 2027  0.72     Ideal     F     VS1  62.4  55.0  3105 5.78 5.75 3.60    1
## 2028  0.90   Premium     H     SI2  59.6  59.0  3105 6.38 6.24 3.76    1
## 2029  0.90      Good     H     SI2  64.1  58.0  3105 6.05 6.02 3.87    1
## 2030  0.72   Premium     F    VVS2  61.6  59.0  3105 5.78 5.72 3.54    1
## 2031  0.79     Ideal     E     SI1  62.1  54.0  3107 5.92 5.96 3.69    1
## 2032  0.79      Good     E     SI1  63.2  56.0  3107 5.83 5.91 3.71    1
## 2033  0.70 Very Good     E     VS1  63.4  56.0  3107 5.60 5.63 3.56    1
## 2034  0.70     Ideal     E     VS1  62.2  58.0  3107 5.62 5.69 3.52    1
## 2035  0.70      Good     D     VS1  60.4  63.0  3107 5.73 5.76 3.47    1
## 2036  0.32      Good     E     SI1  63.2  56.0   561 4.35 4.38 2.76    1
## 2037  0.32     Ideal     I    VVS2  61.5  56.0   561 4.40 4.42 2.71    1
## 2038  0.32     Ideal     H     VS1  61.3  55.0   561 4.41 4.43 2.71    1
## 2039  0.32   Premium     G     VS2  61.0  59.0   561 4.42 4.46 2.71    1
## 2040  0.32   Premium     H     VS1  61.3  60.0   561 4.33 4.38 2.67    1
## 2041  0.32   Premium     G     VS2  62.3  60.0   561 4.37 4.40 2.73    1
## 2042  0.32     Ideal     I    VVS2  62.6  54.0   561 4.37 4.41 2.75    1
## 2043  0.32 Very Good     E     SI1  61.6  56.0   561 4.39 4.41 2.71    1
## 2044  0.32     Ideal     G     VS2  61.8  57.0   561 4.38 4.42 2.72    1
## 2045  0.32 Very Good     G     VS2  62.4  59.0   561 4.33 4.36 2.71    1
## 2046  0.32      Good     E     SI1  63.1  56.0   561 4.36 4.39 2.76    1
## 2047  0.32 Very Good     H     VS1  61.7  61.0   561 4.38 4.43 2.72    1
## 2048  0.32   Premium     G     VS2  62.0  58.0   561 4.33 4.38 2.70    1
## 2049  0.32   Premium     G     VS2  62.6  59.0   561 4.33 4.36 2.72    1
## 2050  0.32 Very Good     E     SI1  62.8  57.0   561 4.34 4.39 2.74    1
## 2051  0.32   Premium     G     VS2  62.6  60.0   561 4.33 4.36 2.72    1
## 2052  0.32 Very Good     H     VS1  60.5  59.0   561 4.41 4.42 2.67    1
## 2053  0.32 Very Good     E     SI1  62.2  57.0   561 4.38 4.43 2.74    1
## 2054  0.32   Premium     H     VS1  60.6  60.0   561 4.40 4.44 2.68    1
## 2055  0.32     Ideal     G     VS2  60.3  57.0   561 4.43 4.46 2.68    1
## 2056  0.32 Very Good     E     VS2  60.5  58.0   561 4.40 4.42 2.67    1
## 2057  0.32 Very Good     H     VS1  62.9  54.0   561 4.37 4.41 2.76    1
## 2058  0.32   Premium     E     SI1  60.2  60.0   561 4.39 4.44 2.66    1
## 2059  0.32   Premium     G     VS2  62.1  60.0   561 4.34 4.39 2.71    1
## 2060  0.32   Premium     I    VVS2  61.9  59.0   561 4.35 4.38 2.70    1
## 2061  0.32   Premium     H     VS1  62.4  58.0   561 4.35 4.40 2.73    1
## 2062  0.32   Premium     G     VS2  61.5  58.0   561 4.35 4.40 2.69    1
## 2063  0.32     Ideal     E     SI1  61.9  56.0   561 4.39 4.43 2.73    1
## 2064  0.32   Premium     G     VS2  61.5  60.0   561 4.40 4.42 2.71    1
## 2065  0.32   Premium     E     SI1  61.9  59.0   561 4.36 4.39 2.71    1
## 2066  0.76   Premium     E     VS2  63.0  59.0  3107 5.79 5.76 3.64    1
## 2067  0.90      Good     I     VS2  62.4  65.0  3107 6.12 6.09 3.81    1
## 2068  0.90 Very Good     G     SI2  63.3  59.0  3107 6.12 6.07 3.86    1
## 2069  0.76   Premium     E     VS2  60.3  60.0  3107 5.97 5.94 3.59    1
## 2070  0.81   Premium     H     VS1  61.7  58.0  3107 5.98 5.95 3.68    1
## 2071  0.77     Ideal     F     SI1  61.5  56.0  3108 5.89 5.95 3.64    1
## 2072  0.74   Premium     E     VS2  62.4  59.0  3108 5.77 5.73 3.59    1
## 2073  0.75   Premium     E     VS2  59.9  61.0  3108 5.97 5.91 3.56    1
## 2074  0.70 Very Good     E     VS1  62.0  60.0  3109 5.61 5.64 3.49    1
## 2075  0.70   Premium     F    VVS1  61.9  59.0  3109 5.67 5.60 3.49    1
## 2076  0.81     Ideal     E     SI1  62.4  57.0  3109 5.92 5.97 3.71    1
## 2077  1.01      Good     H      I1  63.2  58.0  3110 6.33 6.39 4.02    1
## 2078  0.76 Very Good     E     VS2  61.0  58.0  3111 5.88 5.93 3.60    1
## 2079  1.01      Good     H     SI2  64.1  56.0  3111 6.37 6.30 4.06    1
## 2080  0.80     Ideal     H     VS1  63.1  58.0  3111 5.89 5.96 3.74    1
## 2081  0.68 Very Good     F    VVS2  57.3  60.0  3112 5.83 5.89 3.36    1
## 2082  0.91 Very Good     J     VS2  61.6  58.0  3112 6.23 6.28 3.85    1
## 2083  0.79   Premium     D     SI1  61.4  59.0  3112 5.89 5.96 3.64    1
## 2084  0.71 Very Good     E     VS1  59.8  58.0  3112 5.78 5.82 3.47    1
## 2085  0.71 Very Good     H      IF  63.0  57.0  3112 5.63 5.70 3.57    1
## 2086  0.71     Ideal     E     VS2  61.6  57.0  3112 5.71 5.79 3.54    1
## 2087  0.71 Very Good     G    VVS2  61.2  58.0  3113 5.68 5.72 3.49    1
## 2088  0.78 Very Good     G     VS2  62.6  58.0  3113 5.81 5.89 3.66    1
## 2089  0.82     Ideal     I     VS1  61.3  57.0  3113 6.02 6.07 3.70    1
## 2090  0.90      Good     H     SI2  60.4  61.0  3114 6.14 6.22 3.73    1
## 2091  0.90 Very Good     G     SI2  60.1  60.0  3114 6.22 6.32 3.77    1
## 2092  0.76     Ideal     G     VS2  61.7  55.0  3114 5.86 5.91 3.63    1
## 2093  0.77     Ideal     G     VS2  62.1  56.0  3114 5.85 5.88 3.64    1
## 2094  0.90      Good     H     SI2  64.3  58.0  3114 5.97 6.03 3.86    1
## 2095  0.93     Ideal     G     SI2  61.0  54.0  3114 6.35 6.32 3.87    1
## 2096  0.86 Very Good     H     SI1  63.8  56.0  3115 6.02 6.05 3.85    1
## 2097  0.70      Good     E     VS2  60.3  60.0  3115 5.69 5.75 3.45    1
## 2098  0.90      Good     H     SI2  64.3  60.0  3115 6.00 6.10 3.89    1
## 2099  0.84   Premium     F     SI1  59.0  59.0  3115 6.18 6.13 3.63    1
## 2100  0.80      Good     F     VS1  63.3  55.0  3116 5.87 5.92 3.73    1
## 2101  0.90      Good     F     SI2  63.3  57.0  3116 6.08 6.14 3.87    1
## 2102  0.90      Good     F     SI2  63.2  59.0  3116 6.06 6.13 3.85    1
## 2103  0.71     Ideal     F     VS2  61.2  56.0  3116 5.77 5.79 3.54    1
## 2104  0.92      Fair     F     SI1  64.9  58.0  3117 6.10 6.04 3.94    1
## 2105  1.08   Premium     H      I1  61.7  59.0  3118 6.54 6.59 4.05    1
## 2106  0.85     Ideal     G     SI1  60.4  56.0  3118 6.26 6.17 3.75    1
## 2107  0.83 Very Good     F     SI1  63.1  58.0  3118 5.98 5.94 3.76    1
## 2108  1.16      Fair     H     SI2  68.2  55.0  3118 6.47 6.37 4.38    1
## 2109  0.87     Ideal     H     VS2  61.7  57.0  3118 6.14 6.09 3.77    1
## 2110  0.90 Very Good     J     VS2  61.9  59.0  3119 6.14 6.20 3.82    1
## 2111  0.70     Ideal     F     SI1  61.9  55.0  3119 5.70 5.74 3.54    1
## 2112  0.70     Ideal     F     SI1  61.2  55.0  3119 5.74 5.76 3.52    1
## 2113  1.02   Premium     J     SI2  62.3  58.0  3119 6.42 6.37 3.98    1
## 2114  1.02      Fair     J     SI2  65.0  59.0  3119 6.34 6.24 4.08    1
## 2115  0.91      Fair     E     SI2  64.5  60.0  3119 6.04 5.96 3.87    1
## 2116  0.75     Ideal     E     VS2  62.0  56.0  3120 5.82 5.85 3.62    1
## 2117  0.90 Very Good     I     SI1  63.2  56.0  3120 6.15 6.12 3.88    1
## 2118  0.77     Ideal     G     VS1  62.4  54.0  3121 5.93 5.89 3.69    1
## 2119  0.76      Good     G     VS1  60.3  60.7  3121 5.86 5.90 3.55    1
## 2120  0.90   Premium     I     SI1  61.8  58.0  3121 6.26 6.20 3.85    1
## 2121  0.90 Very Good     I     SI1  63.5  59.0  3121 6.10 6.05 3.86    1
## 2122  0.90   Premium     I     SI1  62.1  59.0  3121 6.19 6.15 3.83    1
## 2123  0.86     Ideal     I     VS2  62.1  57.0  3121 6.10 6.07 3.78    1
## 2124  0.71 Very Good     E     SI1  60.0  56.0  3122 5.85 5.78 3.49    1
## 2125  0.72     Ideal     H     VS2  61.7  56.0  3122 5.74 5.77 3.56    1
## 2126  0.72     Ideal     H     VS2  60.1  56.0  3122 5.85 5.88 3.52    1
## 2127  0.92      Good     I     SI1  57.4  65.0  3122 6.42 6.48 3.70    1
## 2128  0.90 Very Good     G     SI2  64.2  56.0  3123 6.04 6.11 3.90    1
## 2129  0.70     Ideal     G    VVS1  62.3  57.0  3123 5.61 5.65 3.51    1
## 2130  0.71     Ideal     F     VS2  61.8  56.2  3123 5.70 5.75 3.53    1
## 2131  0.71     Ideal     G     VS1  60.9  56.6  3123 5.75 5.79 3.52    1
## 2132  0.71     Ideal     G     VS1  61.8  56.1  3123 5.72 5.74 3.54    1
## 2133  0.82     Ideal     G     SI1  60.7  57.0  3123 6.07 6.06 3.68    1
## 2134  0.77 Very Good     G     VS2  62.8  59.0  3124 5.81 5.84 3.66    1
## 2135  0.72     Ideal     H    VVS1  61.4  56.0  3124 5.79 5.77 3.55    1
## 2136  0.84 Very Good     E     SI2  62.1  58.0  3125 6.02 6.09 3.76    1
## 2137  0.83     Ideal     E     SI2  61.3  57.0  3125 6.02 6.05 3.70    1
## 2138  0.94      Good     D     SI2  57.9  61.0  3125 6.48 6.43 3.74    1
## 2139  0.90      Good     H     SI1  60.5  64.0  3125 6.18 6.11 3.72    1
## 2140  0.52     Ideal     E    VVS1  61.8  55.0  3125 5.20 5.19 3.21    1
## 2141  0.93   Premium     J     VS2  61.1  59.0  3125 6.34 6.32 3.87    1
## 2142  0.57 Very Good     D    VVS1  62.8  56.0  3126 5.27 5.31 3.32    1
## 2143  0.72     Ideal     G    VVS2  61.2  57.0  3126 5.72 5.81 3.53    1
## 2144  0.57     Ideal     D    VVS1  61.6  56.0  3126 5.33 5.35 3.29    1
## 2145  1.13      Good     G      I1  63.4  58.0  3127 6.58 6.61 4.18    1
## 2146  0.70 Very Good     G     VS1  61.6  57.0  3127 5.69 5.73 3.52    1
## 2147  0.70 Very Good     G     VS1  61.9  57.0  3127 5.68 5.71 3.53    1
## 2148  0.73     Ideal     G    VVS2  62.2  55.0  3127 5.77 5.74 3.58    1
## 2149  0.73     Ideal     G    VVS2  61.9  56.0  3127 5.81 5.75 3.58    1
## 2150  0.73   Premium     E     VS2  61.9  57.0  3127 5.79 5.75 3.57    1
## 2151  0.71     Ideal     E     SI1  61.1  57.0  3128 5.75 5.77 3.52    1
## 2152  0.70     Ideal     D     VS2  61.5  56.0  3129 5.70 5.74 3.52    1
## 2153  0.75 Very Good     F     VS1  63.2  57.0  3129 5.78 5.74 3.64    1
## 2154  0.75     Ideal     E     SI2  62.6  55.0  3129 5.72 5.79 3.60    1
## 2155  0.97      Good     J     VS2  64.3  58.0  3129 6.25 6.22 4.01    1
## 2156  0.74     Ideal     I    VVS2  61.3  57.0  3130 5.82 5.85 3.57    1
## 2157  0.74     Ideal     G     SI1  60.6  55.0  3130 5.87 5.93 3.57    1
## 2158  0.74     Ideal     G     SI1  61.9  55.0  3130 5.80 5.83 3.60    1
## 2159  0.74     Ideal     G     SI1  61.3  57.0  3130 5.81 5.83 3.57    1
## 2160  0.70 Very Good     D     VS2  61.2  60.0  3131 5.73 5.77 3.52    1
## 2161  0.71 Very Good     D     VS2  60.3  62.0  3131 5.69 5.76 3.45    1
## 2162  0.82     Ideal     E     SI2  62.6  55.0  3131 5.94 5.98 3.73    1
## 2163  0.72     Ideal     H     VS1  61.6  55.0  3133 5.76 5.80 3.56    1
## 2164  0.82     Ideal     G     SI1  61.8  55.0  3133 6.02 6.05 3.73    1
## 2165  0.74   Premium     E     VS1  60.0  57.0  3133 5.94 5.89 3.55    1
## 2166  0.94      Good     I     SI2  63.8  60.0  3134 6.14 6.21 3.94    1
## 2167  0.71     Ideal     D     VS2  61.2  56.0  3135 5.76 5.78 3.53    1
## 2168  0.71     Ideal     D     VS2  60.4  57.0  3135 5.77 5.82 3.50    1
## 2169  0.73     Ideal     F     VS1  62.9  56.0  3135 5.71 5.77 3.61    1
## 2170  0.80 Very Good     D     VS2  63.1  57.0  3135 5.94 5.89 3.73    1
## 2171  0.81   Premium     D     SI1  60.7  58.0  3135 6.07 5.99 3.66    1
## 2172  0.70   Premium     F    VVS2  62.6  59.0  3136 5.66 5.62 3.53    1
## 2173  1.00      Fair     E     SI2  66.6  59.0  3136 6.07 6.01 4.02    1
## 2174  0.80   Premium     G     VS2  59.6  59.0  3136 6.09 6.00 3.60    1
## 2175  0.75     Ideal     E     VS2  60.2  57.0  3136 5.93 5.90 3.56    1
## 2176  1.00   Premium     E      I1  62.3  58.0  3136 6.38 6.33 3.96    1
## 2177  0.71     Ideal     D     VS1  62.2  55.0  3136 5.74 5.71 3.56    1
## 2178  1.00      Fair     E     SI2  67.0  53.0  3136 6.19 6.13 4.13    2
## 2179  1.00   Premium     G     SI2  62.5  59.0  3136 6.41 6.33 3.98    1
## 2180  1.00     Ideal     H      I1  61.3  57.0  3136 6.44 6.41 3.94    1
## 2181  0.80     Ideal     F     SI1  61.0  56.0  3137 5.98 6.05 3.67    1
## 2182  0.72   Premium     H    VVS1  61.4  58.0  3137 5.75 5.78 3.54    1
## 2183  0.71     Ideal     H    VVS1  61.1  56.0  3137 5.78 5.81 3.53    1
## 2184  0.71     Ideal     D     VS2  62.3  56.0  3137 5.68 5.72 3.55    1
## 2185  1.01 Very Good     G     SI1  62.0  63.0  3137 6.34 6.25 3.90    1
## 2186  0.79 Very Good     E     SI1  63.3  56.3  3138 5.85 5.88 3.71    1
## 2187  0.74 Very Good     D     SI1  61.5  59.0  3138 5.76 5.82 3.56    1
## 2188  0.72 Very Good     D     VS2  63.1  59.0  3139 5.67 5.70 3.59    1
## 2189  0.90 Very Good     E     SI2  60.7  61.0  3139 6.16 6.22 3.76    1
## 2190  0.90      Good     E     SI2  64.1  57.0  3139 6.07 6.09 3.90    1
## 2191  0.90      Good     E     SI2  63.4  62.0  3139 6.00 6.02 3.81    1
## 2192  0.90 Very Good     E     SI2  59.5  61.0  3139 6.24 6.30 3.73    1
## 2193  0.72     Ideal     G    VVS2  62.4  57.0  3139 5.71 5.76 3.58    1
## 2194  0.54     Ideal     D    VVS1  61.4  58.0  3139 5.28 5.25 3.23    1
## 2195  0.73     Ideal     F     VS1  61.1  57.0  3140 5.80 5.89 3.57    1
## 2196  0.70     Ideal     G     VS1  61.2  57.0  3140 5.70 5.74 3.50    1
## 2197  0.72      Good     E     VS2  60.8  62.0  3140 5.73 5.78 3.50    1
## 2198  0.73     Ideal     D     SI1  62.4  53.0  3140 5.82 5.79 3.62    1
## 2199  1.02   Premium     H      I1  62.5  60.0  3141 6.39 6.41 4.00    1
## 2200  1.02 Very Good     E      I1  60.6  63.0  3141 6.46 6.52 3.93    1
## 2201  0.90   Premium     J     SI1  60.4  59.0  3141 6.27 6.24 3.78    1
## 2202  1.00   Premium     G     SI2  59.1  59.0  3142 6.55 6.48 0.00    1
## 2203  0.70     Ideal     E     VS2  61.9  56.0  3142 5.69 5.72 3.53    1
## 2204  1.00      Fair     G     SI2  64.6  67.0  3142 6.25 6.19 4.02    1
## 2205  1.02     Ideal     H     SI2  58.8  57.0  3142 6.61 6.55 3.87    1
## 2206  1.00   Premium     G     SI2  61.5  56.0  3142 6.49 6.44 3.97    1
## 2207  1.00      Fair     G     SI2  68.3  54.0  3142 6.21 6.12 4.20    1
## 2208  0.68 Very Good     G      IF  62.7  56.0  3143 5.56 5.60 3.50    1
## 2209  0.83     Ideal     E     SI2  61.0  57.0  3143 6.06 6.13 3.72    1
## 2210  0.80 Very Good     H     VS1  62.7  56.0  3144 5.88 5.96 3.71    1
## 2211  1.21      Good     E      I1  57.2  62.0  3144 7.01 6.95 3.99    1
## 2212  0.70 Very Good     E     VS1  62.8  57.0  3145 5.65 5.68 3.56    1
## 2213  0.71 Very Good     D     VS1  58.1  62.0  3145 5.84 5.89 3.41    1
## 2214  0.84 Very Good     D     SI2  63.6  57.0  3145 5.95 6.00 3.80    1
## 2215  0.90   Premium     I     VS1  60.7  58.0  3145 6.30 6.19 3.79    1
## 2216  0.90 Very Good     J     VS2  63.5  56.0  3145 6.12 6.10 3.88    1
## 2217  0.70     Ideal     H     VS2  61.2  56.0  3145 5.72 5.75 3.51    1
## 2218  0.70     Ideal     H     VS2  61.2  57.0  3145 5.73 5.77 3.52    1
## 2219  0.71     Ideal     E     VS2  60.1  59.0  3145 5.79 5.83 3.49    1
## 2220  0.70     Ideal     G     SI1  61.6  55.0  3145 5.71 5.76 3.53    1
## 2221  0.90      Fair     G     SI1  65.4  57.0  3145 6.04 5.95 3.92    1
## 2222  0.90      Fair     G     SI1  65.6  56.0  3145 6.10 6.03 3.98    1
## 2223  0.90      Fair     G     SI1  65.4  59.0  3145 6.04 6.00 3.94    1
## 2224  0.90      Fair     H     SI1  66.8  55.0  3145 5.98 5.90 3.97    1
## 2225  0.74   Premium     G    VVS1  61.2  59.0  3145 5.84 5.79 3.56    1
## 2226  0.72     Ideal     E     VS2  60.6  57.0  3145 5.85 5.83 3.54    1
## 2227  0.72      Good     F    VVS2  61.3  65.0  3145 5.76 5.72 3.52    1
## 2228  0.78   Premium     D     SI1  60.9  55.0  3145 6.00 5.93 3.63    1
## 2229  0.71 Very Good     F     VS2  63.3  57.0  3146 5.65 5.69 3.59    1
## 2230  0.71     Ideal     H      IF  61.2  56.0  3146 5.74 5.79 3.53    1
## 2231  0.92 Very Good     J     VS2  60.9  62.0  3146 6.26 6.31 3.83    1
## 2232  0.80 Very Good     E     SI1  62.9  60.0  3146 5.87 5.89 3.70    1
## 2233  0.81     Ideal     F     SI1  61.2  57.0  3146 6.00 6.05 3.69    1
## 2234  0.78     Ideal     E     SI1  62.1  58.0  3146 5.86 5.90 3.65    1
## 2235  0.73      Good     E     VS1  63.7  59.0  3146 5.67 5.69 3.62    1
## 2236  1.06     Ideal     I     SI2  62.8  55.0  3146 6.51 6.46 4.07    1
## 2237  1.00      Fair     F     SI2  65.5  56.0  3146 6.30 6.19 4.09    1
## 2238  0.77     Ideal     G     VS1  62.2  56.0  3148 5.90 5.85 3.66    1
## 2239  0.70      Good     E     VS1  61.2  58.0  3148 5.66 5.72 3.48    1
## 2240  0.70      Good     E     VS1  58.7  60.0  3148 5.79 5.83 3.41    1
## 2241  1.02     Ideal     I     VS2  62.8  57.0  3148 6.45 6.39 4.03    1
## 2242  0.91      Good     G     SI2  62.5  60.0  3149 6.05 6.08 3.79    1
## 2243  1.03      Good     J     SI2  64.1  62.0  3149 6.37 6.33 4.07    1
## 2244  1.03      Fair     J     SI2  64.6  62.0  3149 6.30 6.21 4.06    1
## 2245  1.03   Premium     J     SI2  62.2  59.0  3149 6.42 6.40 3.99    1
## 2246  0.94 Very Good     F     SI2  62.3  59.0  3150 6.23 6.32 3.91    1
## 2247  0.88 Very Good     E     SI2  59.1  58.0  3150 6.22 6.30 3.70    1
## 2248  0.75     Ideal     E     VS2  61.7  56.0  3150 5.86 5.84 3.61    1
## 2249  0.75   Premium     E     VS2  61.8  58.0  3150 5.85 5.83 3.61    1
## 2250  0.72     Ideal     F     VS2  61.3  56.0  3151 5.78 5.80 3.55    1
## 2251  0.77 Very Good     H     VS1  62.2  57.0  3152 5.81 5.86 3.63    1
## 2252  0.75     Ideal     D     SI1  62.0  58.0  3152 5.81 5.84 3.61    1
## 2253  0.83 Very Good     H     VS1  63.1  60.0  3153 5.91 5.98 3.75    1
## 2254  0.90      Good     D     SI2  63.9  60.0  3153 6.07 6.11 3.89    1
## 2255  0.80     Ideal     H     VS2  60.6  56.0  3153 6.03 6.08 3.67    1
## 2256  0.71     Ideal     D     VS2  62.0  57.0  3153 5.69 5.73 3.54    1
## 2257  0.92      Good     E     SI2  62.0  64.0  3153 6.20 6.16 3.83    1
## 2258  0.70 Very Good     E    VVS2  59.2  61.0  3154 5.79 5.84 3.44    1
## 2259  0.70 Very Good     E     VS1  62.2  55.0  3154 5.65 5.67 3.52    1
## 2260  0.70 Very Good     E     VS1  63.6  57.0  3154 5.61 5.65 3.58    1
## 2261  0.95 Very Good     J     SI1  63.4  55.0  3154 6.25 6.21 3.95    1
## 2262  0.58     Ideal     D    VVS1  61.6  60.0  3154 5.34 5.35 3.29    1
## 2263  0.73     Ideal     G     VS2  61.7  56.0  3154 5.79 5.81 3.58    1
## 2264  0.77     Ideal     G     VS2  61.7  55.0  3154 5.87 5.90 3.63    1
## 2265  0.70     Ideal     F     VS1  61.2  58.0  3154 5.70 5.73 3.50    1
## 2266  0.70     Ideal     F     VS1  61.7  55.0  3154 5.72 5.76 3.54    1
## 2267  0.95      Fair     J     SI1  58.0  66.0  3154 6.50 6.46 3.76    1
## 2268  0.80     Ideal     D     SI2  61.9  54.0  3154 6.00 5.95 3.70    1
## 2269  1.22   Premium     J     SI2  62.6  59.0  3156 6.79 4.24 3.76    1
## 2270  0.64     Ideal     E    VVS2  62.1  53.0  3157 5.51 5.54 3.43    1
## 2271  1.06   Premium     F      I1  60.3  58.0  3158 6.59 6.56 3.96    1
## 2272  0.77     Ideal     D     SI1  62.3  56.0  3158 5.84 5.87 3.65    1
## 2273  0.80 Very Good     G     VS1  59.5  63.0  3158 6.11 6.05 3.61    1
## 2274  0.82   Premium     D     SI2  61.7  56.0  3159 6.01 5.99 3.70    1
## 2275  0.78     Ideal     E     VS2  62.1  54.0  3159 5.92 5.94 3.68    1
## 2276  0.70     Ideal     F    VVS2  62.0  57.0  3160 5.68 5.74 3.54    1
## 2277  0.90 Very Good     H     SI2  62.8  57.0  3160 6.15 6.20 3.88    1
## 2278  0.77 Very Good     D     SI1  58.6  59.0  3160 6.00 6.04 3.53    1
## 2279  0.90      Good     H     SI2  63.4  60.0  3160 6.03 6.08 3.84    1
## 2280  0.90 Very Good     H     SI2  62.9  57.0  3160 6.09 6.16 3.85    1
## 2281  0.90      Good     H     SI2  62.4  61.0  3160 6.03 6.11 3.79    1
## 2282  0.90 Very Good     H     SI2  59.5  63.0  3160 6.26 6.31 3.74    1
## 2283  0.90     Ideal     J     VS2  61.3  57.0  3160 6.16 6.24 3.80    1
## 2284  0.90 Very Good     H     SI2  61.1  63.0  3160 6.12 6.19 3.76    1
## 2285  0.90 Very Good     H     SI2  59.2  61.0  3160 6.23 6.27 3.70    1
## 2286  0.81     Ideal     D     SI2  61.9  54.0  3160 5.96 5.99 3.70    1
## 2287  0.90      Fair     F     SI1  66.0  57.0  3160 6.06 6.00 3.98    1
## 2288  0.63     Ideal     E    VVS1  62.4  56.0  3161 5.48 5.52 3.43    1
## 2289  0.71   Premium     D     VS2  62.4  59.0  3161 5.73 5.68 3.56    1
## 2290  0.71     Ideal     D     VS2  62.5  55.0  3161 5.74 5.71 3.58    1
## 2291  0.71   Premium     D     VS2  59.2  59.0  3161 5.86 5.80 3.45    1
## 2292  0.76 Very Good     E     VS2  63.0  59.0  3162 5.76 5.79 3.64    1
## 2293  0.90      Good     I     VS2  62.4  65.0  3162 6.09 6.12 3.81    1
## 2294  0.90      Good     G     SI2  63.3  59.0  3162 6.07 6.12 3.86    1
## 2295  0.90 Very Good     H     SI2  63.0  55.0  3162 6.10 6.16 3.86    1
## 2296  0.70     Ideal     F     VS1  61.0  58.0  3162 5.74 5.76 3.51    1
## 2297  0.74      Good     E     VS2  63.9  54.0  3163 5.77 5.81 3.70    1
## 2298  0.74      Good     E     VS2  63.5  56.0  3163 5.75 5.80 3.67    1
## 2299  0.78      Good     F     VS1  64.0  54.0  3163 5.86 5.82 3.74    1
## 2300  0.79     Ideal     F     SI1  61.3  56.0  3163 5.96 6.01 3.67    1
## 2301  0.73     Ideal     H     VS2  61.4  55.0  3164 5.79 5.82 3.56    1
## 2302  0.73     Ideal     H     VS2  61.0  56.0  3164 5.83 5.88 3.57    1
## 2303  1.00      Fair     H     SI2  63.7  54.0  3164 6.42 6.27 4.06    1
## 2304  0.70     Ideal     G    VVS1  62.8  57.0  3165 5.63 5.68 3.55    1
## 2305  0.92   Premium     H     SI1  60.7  59.0  3165 6.34 6.25 3.82    1
## 2306  0.77 Very Good     D     SI1  60.3  58.0  3166 5.89 5.96 3.57    1
## 2307  0.73      Good     F    VVS2  58.2  63.0  3166 5.87 6.01 3.46    1
## 2308  0.87      Fair     I     VS2  57.3  59.0  3166 6.29 6.44 3.65    1
## 2309  1.01   Premium     H      I1  58.1  59.0  3167 6.66 6.60 0.00    1
## 2310  0.71     Ideal     G    VVS1  62.1  56.0  3167 5.72 5.84 3.59    1
## 2311  0.72     Ideal     H     VS1  61.8  55.0  3167 5.78 5.81 3.58    1
## 2312  0.70     Ideal     E     VS1  62.6  55.0  3167 5.66 5.69 3.55    1
## 2313  0.79     Ideal     H     SI1  61.4  56.0  3167 5.93 5.96 3.65    1
## 2314  0.85     Ideal     E     SI1  61.8  54.0  3167 6.10 6.14 3.78    1
## 2315  0.70     Ideal     H      IF  62.2  55.0  3167 5.68 5.71 3.54    1
## 2316  0.72   Premium     F     VS1  62.2  57.0  3167 5.74 5.67 3.55    1
## 2317  1.01      Fair     H     SI2  64.5  54.0  3167 6.26 6.15 4.00    1
## 2318  1.01 Very Good     H      I1  63.2  58.0  3167 6.39 6.33 4.02    1
## 2319  1.08     Ideal     F      I1  61.8  56.0  3168 6.64 6.62 4.10    1
## 2320  1.23     Ideal     H      I1  61.6  55.0  3168 6.92 6.87 4.25    1
## 2321  0.91 Very Good     J     SI2  62.4  61.0  3169 6.13 6.20 3.85    1
## 2322  0.79     Ideal     F     SI1  61.2  56.0  3169 5.96 6.01 3.66    1
## 2323  0.77     Ideal     F     SI1  61.4  55.0  3169 5.93 5.95 3.65    1
## 2324  0.76 Very Good     G     VS2  61.1  57.0  3170 5.84 5.95 3.60    1
## 2325  0.92 Very Good     J     SI1  62.6  58.0  3170 6.18 6.22 3.88    1
## 2326  0.92     Ideal     J     SI1  62.3  56.0  3170 6.24 6.29 3.90    1
## 2327  0.76     Ideal     E     SI1  61.8  57.0  3170 5.84 5.87 3.62    1
## 2328  0.75     Ideal     E     SI1  62.1  55.0  3170 5.81 5.85 3.62    1
## 2329  0.74   Premium     F     VS1  61.7  57.0  3170 5.85 5.79 3.59    1
## 2330  0.74     Ideal     F     VS1  62.3  56.0  3170 5.79 5.76 3.60    1
## 2331  1.09      Fair     F     SI2  66.3  56.0  3170 6.47 6.39 4.27    1
## 2332  0.74     Ideal     F     VS1  61.7  56.0  3170 5.83 5.78 3.58    1
## 2333  0.74     Ideal     F     VS1  62.3  57.0  3170 5.79 5.77 3.60    1
## 2334  0.74     Ideal     F     VS2  62.1  56.0  3171 5.79 5.83 3.61    1
## 2335  0.83 Very Good     G     SI1  62.3  58.0  3171 5.97 6.01 3.73    1
## 2336  0.83     Ideal     H     VS2  61.6  55.0  3171 6.04 6.08 3.73    1
## 2337  0.78     Ideal     G     VS2  62.2  57.0  3171 5.87 5.90 3.66    1
## 2338  0.75     Ideal     G     SI1  61.8  55.0  3171 5.81 5.84 3.60    1
## 2339  0.83     Ideal     G     SI1  61.8  55.0  3171 6.05 6.09 3.75    1
## 2340  0.79     Ideal     E     SI1  60.3  56.0  3171 5.99 6.05 3.63    1
## 2341  1.03     Ideal     H      I1  61.5  57.0  3172 6.48 6.52 4.00    1
## 2342  1.03   Premium     H      I1  61.1  60.0  3172 6.46 6.51 3.96    1
## 2343  1.03     Ideal     H     SI2  62.4  57.0  3172 6.43 6.36 4.00    1
## 2344  0.70     Ideal     G     VS2  62.7  54.0  3172 5.65 5.70 3.65    1
## 2345  0.70     Ideal     E     VS2  62.2  55.0  3172 5.64 5.67 3.52    1
## 2346  0.84      Fair     F     VS2  65.0  57.2  3172 5.83 5.87 3.81    1
## 2347  0.93      Fair     G     SI2  66.1  58.1  3172 6.00 6.04 3.98    1
## 2348  0.70 Very Good     E     SI1  63.9  57.0  3173 5.55 5.66 3.58    1
## 2349  1.01   Premium     G     SI2  60.1  58.0  3173 6.54 6.39 3.89    1
## 2350  0.80     Ideal     D     SI2  61.5  58.0  3173 5.97 6.00 3.68    1
## 2351  1.01      Fair     G     SI2  68.5  63.0  3173 6.08 6.00 4.14    1
## 2352  0.92   Premium     H     SI2  60.4  59.0  3174 6.36 6.33 3.83    1
## 2353  0.71 Very Good     F     VS1  62.9  55.0  3175 5.68 5.71 3.58    1
## 2354  0.70     Ideal     H    VVS1  60.2  57.0  3175 5.78 5.82 3.49    1
## 2355  0.90     Ideal     J     VS1  62.5  55.0  3175 6.18 6.14 3.85    1
## 2356  0.70   Premium     E     VS1  62.9  61.0  3175 5.65 5.57 3.53    1
## 2357  0.90   Premium     G     SI2  61.9  61.0  3175 6.13 6.06 3.77    1
## 2358  0.90   Premium     J     VS1  62.3  56.0  3175 6.23 6.19 3.87    1
## 2359  0.70      Good     E     VS1  63.6  58.0  3175 5.67 5.62 3.59    1
## 2360  1.00      Fair     J     SI1  65.3  57.0  3175 6.33 6.12 4.08    1
## 2361  1.50      Fair     H      I1  69.3  61.0  3175 6.99 6.81 4.78    1
## 2362  0.90 Very Good     I     SI1  61.8  58.0  3176 6.20 6.26 3.85    1
## 2363  0.90      Good     I     SI1  63.5  59.0  3176 6.05 6.10 3.86    1
## 2364  0.77     Ideal     G     VS1  62.4  54.0  3176 5.89 5.93 3.69    1
## 2365  0.32     Ideal     F     SI2  61.7  56.0   561 4.41 4.44 2.73    1
## 2366  0.32   Premium     G     VS2  62.5  58.0   561 4.36 4.38 2.73    1
## 2367  0.32     Ideal     G     VS2  62.0  57.0   561 4.39 4.41 2.73    1
## 2368  0.32     Ideal     H     VS1  61.8  55.0   561 4.41 4.42 2.73    1
## 2369  0.32     Ideal     G     VS2  61.5  57.0   561 4.40 4.41 2.71    1
## 2370  0.32 Very Good     H     VS1  63.0  55.0   561 4.40 4.42 2.78    1
## 2371  0.32   Premium     I    VVS2  62.1  59.0   561 4.35 4.38 2.71    1
## 2372  0.32 Very Good     I    VVS2  63.0  57.0   561 4.33 4.37 2.74    1
## 2373  0.32 Very Good     G     VS2  62.8  58.0   561 4.31 4.35 2.72    1
## 2374  0.32   Premium     G     VS2  60.8  59.0   561 4.41 4.44 2.69    1
## 2375  0.32   Premium     G     VS2  61.1  58.0   561 4.42 4.45 2.71    1
## 2376  0.32 Very Good     G     VS2  59.9  57.0   561 4.47 4.51 2.69    1
## 2377  0.32 Very Good     H     VS1  62.8  58.0   561 4.35 4.37 2.74    1
## 2378  0.32 Very Good     E     SI1  62.2  58.0   561 4.36 4.39 2.72    1
## 2379  0.32   Premium     E     SI1  62.3  58.0   561 4.37 4.40 2.73    1
## 2380  0.40      Good     H     SI2  63.8  57.0   561 4.67 4.70 2.99    1
## 2381  0.32   Premium     G     VS2  61.5  60.0   561 4.36 4.39 2.69    1
## 2382  0.32   Premium     G     VS2  60.7  58.0   561 4.38 4.42 2.67    1
## 2383  0.32   Premium     G     VS2  61.5  59.0   561 4.40 4.42 2.71    1
## 2384  0.32     Ideal     G     VS2  61.4  57.0   561 4.39 4.40 2.70    1
## 2385  0.32     Ideal     G     VS2  62.0  57.0   561 4.37 4.40 2.72    1
## 2386  0.32     Ideal     E     SI1  61.8  55.0   561 4.42 4.45 2.74    1
## 2387  0.32     Ideal     H     VS1  61.1  56.0   561 4.44 4.46 2.72    1
## 2388  0.32     Ideal     G     VS2  62.5  56.0   561 4.38 4.42 2.75    1
## 2389  0.32 Very Good     H     VS1  62.8  55.0   561 4.35 4.41 2.75    1
## 2390  0.32     Ideal     G     VS2  61.8  55.0   561 4.41 4.43 2.73    1
## 2391  0.32   Premium     G     VS2  61.2  59.0   561 4.38 4.41 2.69    1
## 2392  0.32 Very Good     G     VS2  62.0  59.0   561 4.37 4.41 2.72    1
## 2393  0.26 Very Good     F    VVS1  61.3  58.0   562 4.13 4.16 2.54    1
## 2394  0.31     Ideal     G     VS2  61.7  55.0   562 4.37 4.39 2.70    1
## 2395  0.70     Ideal     E     VS2  61.1  56.0  3176 5.73 5.76 3.51    1
## 2396  0.72     Ideal     D     SI2  60.5  57.0  3176 5.82 5.89 3.54    1
## 2397  0.70 Very Good     E     VS1  63.8  57.0  3177 5.61 5.65 3.59    1
## 2398  0.74     Ideal     D     VS2  61.1  54.0  3177 5.86 5.89 3.59    1
## 2399  0.67 Very Good     G    VVS1  62.0  56.0  3178 5.60 5.62 3.48    1
## 2400  0.74     Ideal     H     VS2  62.2  55.0  3178 5.83 5.81 3.62    1
## 2401  0.72     Ideal     G    VVS2  62.6  56.0  3179 5.70 5.74 3.58    1
## 2402  0.72     Ideal     D     VS2  60.8  56.0  3179 5.80 5.84 3.54    1
## 2403  0.72     Ideal     D     VS2  62.1  57.0  3179 5.69 5.75 3.55    1
## 2404  0.72     Ideal     D     VS2  62.8  57.0  3179 5.68 5.73 3.58    1
## 2405  0.81      Good     D     SI1  63.9  58.0  3179 5.90 5.85 3.75    1
## 2406  1.50      Good     G      I1  57.4  62.0  3179 7.56 7.39 4.29    1
## 2407  0.74 Very Good     E     VS2  61.8  58.0  3180 5.79 5.82 3.59    1
## 2408  0.93 Very Good     J     VS2  61.1  59.0  3180 6.32 6.34 3.87    1
## 2409  0.87 Very Good     H     SI1  62.2  57.0  3180 6.05 6.11 3.78    1
## 2410  0.72     Ideal     H    VVS1  60.8  58.0  3180 5.77 5.80 3.52    1
## 2411  0.72     Ideal     H    VVS1  61.8  55.0  3180 5.74 5.78 3.56    1
## 2412  0.72     Ideal     H    VVS1  61.5  57.0  3180 5.74 5.76 3.54    1
## 2413  0.91      Fair     H     SI1  64.4  60.0  3180 6.10 6.07 3.92    1
## 2414  0.91      Fair     H     SI1  64.8  57.0  3180 6.12 6.07 3.95    1
## 2415  0.91   Premium     H     SI1  62.2  56.0  3180 6.23 6.18 3.86    1
## 2416  0.91 Very Good     J     SI2  62.0  56.0  3181 6.18 6.23 3.85    1
## 2417  0.95   Premium     G     SI2  62.6  58.0  3181 6.22 6.18 3.88    1
## 2418  0.63     Ideal     E    VVS1  61.1  58.0  3181 5.49 5.54 3.37    1
## 2419  0.92     Ideal     J     SI1  61.7  57.0  3181 6.21 6.26 3.85    1
## 2420  0.95   Premium     G     SI2  59.8  60.0  3181 6.36 6.34 3.80    1
## 2421  0.80     Ideal     I    VVS1  61.7  56.0  3181 5.98 5.92 3.67    1
## 2422  0.73 Very Good     D     VS2  63.5  58.0  3182 5.68 5.72 3.62    1
## 2423  0.73     Ideal     D     VS2  62.1  56.0  3182 5.77 5.80 3.59    1
## 2424  0.73     Ideal     G    VVS2  61.9  56.0  3183 5.74 5.81 3.61    1
## 2425  0.73     Ideal     G    VVS2  62.2  55.0  3183 5.74 5.77 3.58    1
## 2426  0.72 Very Good     E     SI1  63.3  56.0  3183 5.67 5.71 3.60    1
## 2427  1.11   Premium     I      I1  61.8  59.0  3183 6.65 6.58 4.09    1
## 2428  0.85     Ideal     H     SI1  60.8  57.0  3183 6.13 6.18 3.74    1
## 2429  0.76     Ideal     G     VS2  61.5  55.0  3183 5.92 5.88 3.63    1
## 2430  0.70   Premium     D     VS1  60.9  60.0  3183 5.75 5.71 3.49    1
## 2431  0.73 Very Good     E     VS2  62.9  58.0  3184 5.70 5.75 3.60    1
## 2432  0.78     Ideal     G     VS2  61.7  55.0  3184 5.94 5.89 3.65    1
## 2433  0.70     Ideal     H     VS1  61.2  55.0  3185 5.71 5.76 3.51    1
## 2434  0.70     Ideal     H     VS1  61.0  56.0  3185 5.75 5.79 3.51    1
## 2435  0.70     Ideal     H     VS1  61.7  57.0  3185 5.66 5.70 3.50    1
## 2436  0.79     Ideal     D     SI1  61.2  56.0  3185 6.02 5.95 3.66    1
## 2437  0.72   Premium     G      IF  60.1  58.0  3185 5.89 5.86 3.53    1
## 2438  0.90      Fair     E     SI2  57.5  68.0  3187 6.37 6.33 3.65    1
## 2439  0.96   Premium     J     SI1  62.9  59.0  3187 6.30 6.22 3.94    1
## 2440  0.90 Very Good     E     SI2  63.4  56.0  3187 6.15 5.99 3.85    1
## 2441  1.03      Good     J     SI2  56.2  62.0  3188 6.69 6.73 3.77    1
## 2442  0.90 Very Good     J     VS1  62.5  56.0  3188 6.11 6.21 3.85    1
## 2443  0.75      Good     G    VVS1  58.4  56.0  3188 5.98 6.06 3.52    1
## 2444  0.77     Ideal     E     SI1  61.6  57.0  3189 5.87 5.91 3.63    1
## 2445  0.91 Very Good     G     SI2  60.3  59.0  3189 6.23 6.28 3.77    1
## 2446  0.85     Ideal     E     SI2  62.8  57.0  3189 6.06 6.01 3.79    1
## 2447  0.71     Ideal     H     VS2  61.9  55.0  3189 5.74 5.77 3.56    1
## 2448  0.74     Ideal     E     VS2  59.5  57.0  3189 5.92 5.94 3.53    1
## 2449  0.73     Ideal     D     SI1  61.8  56.0  3189 5.80 5.76 3.57    1
## 2450  0.73     Ideal     D     SI1  61.9  56.0  3189 5.80 5.77 3.58    1
## 2451  1.01   Premium     J     VS2  62.4  60.0  3190 6.45 6.35 3.99    1
## 2452  0.71     Ideal     H      IF  62.0  54.0  3190 5.71 5.75 3.55    1
## 2453  0.89   Premium     G     SI1  61.1  58.0  3190 6.24 6.17 3.79    1
## 2454  0.92   Premium     I     SI1  62.9  60.0  3190 6.18 6.13 3.87    1
## 2455  1.01      Fair     J     VS2  65.8  55.0  3190 6.29 6.24 4.12    1
## 2456  0.70     Ideal     G    VVS2  60.6  56.0  3191 5.69 5.82 3.49    1
## 2457  0.70     Ideal     G    VVS2  60.3  57.0  3191 5.75 5.83 3.49    1
## 2458  0.70     Ideal     F    VVS2  62.0  55.0  3191 5.71 5.67 3.53    1
## 2459  0.71     Ideal     E     VS2  62.1  57.0  3191 5.71 5.75 3.56    1
## 2460  0.71     Ideal     E     VS2  62.0  57.0  3191 5.71 5.74 3.55    1
## 2461  0.80     Ideal     E     VS2  61.4  55.0  3192 5.96 5.99 3.67    1
## 2462  0.71     Ideal     D     VS1  62.2  55.0  3192 5.71 5.74 3.56    1
## 2463  0.75     Ideal     E     VS2  60.2  57.0  3192 5.93 5.90 3.56    1
## 2464  0.71 Very Good     E     VS1  62.1  60.0  3192 5.65 5.71 3.53    1
## 2465  0.71 Very Good     E     VS1  61.5  57.0  3192 5.74 5.77 3.54    1
## 2466  0.81     Ideal     G     SI1  62.2  57.0  3192 5.97 6.02 3.73    1
## 2467  0.76     Ideal     E     VS2  61.5  56.0  3192 5.92 5.89 3.63    1
## 2468  0.91      Good     H     VS2  63.8  59.0  3192 5.99 5.96 3.82    1
## 2469  1.00      Good     H     SI2  62.0  64.0  3192 6.43 6.29 3.94    1
## 2470  0.76   Premium     E     VS2  60.1  59.0  3192 6.01 5.97 3.60    1
## 2471  1.00      Fair     H     SI2  64.4  57.0  3192 6.35 6.29 4.07    1
## 2472  0.81   Premium     G     VS2  61.4  60.0  3193 6.02 5.99 3.69    1
## 2473  0.73     Ideal     F    VVS2  62.2  54.0  3193 5.80 5.75 3.59    1
## 2474  0.90      Good     J    VVS2  57.4  61.0  3193 6.42 6.37 3.67    1
## 2475  0.70      Good     D     VS1  60.4  63.0  3193 5.68 5.74 3.45    1
## 2476  0.81   Premium     G     VS2  62.9  58.0  3193 5.94 5.88 3.72    1
## 2477  0.90      Good     H     SI2  63.6  60.0  3193 6.11 6.06 3.87    1
## 2478  0.54   Premium     D    VVS1  61.4  57.5  3194 5.25 5.28 3.23    1
## 2479  0.83 Very Good     G     VS2  62.7  58.0  3195 5.97 6.03 3.76    1
## 2480  0.73     Ideal     D     SI1  62.4  53.0  3195 5.79 5.82 3.62    1
## 2481  0.71     Ideal     G     VS1  62.3  54.0  3195 5.68 5.72 3.55    1
## 2482  0.80     Ideal     D     SI1  61.7  56.0  3195 5.96 6.00 3.69    1
## 2483  0.83      Good     G     VS2  63.7  60.9  3195 5.84 5.92 3.75    1
## 2484  0.91 Very Good     F     SI1  63.5  58.0  3195 6.15 6.10 3.89    1
## 2485  0.91 Very Good     F     SI1  63.3  60.0  3195 6.10 6.06 3.85    1
## 2486  0.60     Ideal     F    VVS2  61.5  57.0  3196 5.42 5.45 3.34    1
## 2487  0.90      Good     I     SI1  63.0  53.0  3196 6.08 6.15 3.85    1
## 2488  0.91     Ideal     F     SI2  61.7  55.0  3196 6.27 6.20 3.85    1
## 2489  0.90 Very Good     J     VS1  62.9  56.0  3197 6.13 6.18 3.87    1
## 2490  0.51     Ideal     E    VVS1  61.3  56.0  3197 5.13 5.21 3.17    1
## 2491  0.77 Very Good     G     VS1  61.1  54.0  3197 5.91 5.94 3.62    1
## 2492  1.01      Fair     F     SI1  66.1  60.0  3197 6.15 6.13 4.06    1
## 2493  0.83   Premium     F     SI1  62.0  59.0  3198 6.04 5.99 3.73    1
## 2494  0.73     Ideal     E     VS2  62.2  59.0  3198 5.74 5.77 3.58    1
## 2495  0.71     Ideal     E     VS1  61.4  59.0  3198 5.71 5.75 3.52    1
## 2496  0.71     Ideal     E     VS1  62.3  56.0  3198 5.66 5.70 3.54    1
## 2497  0.83     Ideal     F     SI1  62.1  55.0  3198 6.05 6.00 3.74    1
## 2498  0.70   Premium     E     VS2  61.0  59.0  3199 5.74 5.70 3.49    1
## 2499  1.00      Fair     J     SI2  56.3  64.0  3199 6.58 6.54 3.69    1
## 2500  0.71     Ideal     F     VS1  62.6  57.0  3199 5.70 5.73 3.58    1
## 2501  0.71     Ideal     F     VS1  61.1  56.0  3199 5.71 5.74 3.50    1
## 2502  1.02 Very Good     E      I1  60.6  63.0  3199 6.52 6.46 3.93    1
## 2503  0.70     Ideal     F     VS1  62.4  56.0  3199 5.67 5.65 3.53    1
## 2504  0.70     Ideal     D     SI1  61.7  57.0  3199 5.76 5.73 3.54    1
## 2505  1.02   Premium     H      I1  62.5  60.0  3199 6.41 6.39 4.00    1
## 2506  0.73 Very Good     F     VS1  62.0  57.0  3200 5.73 5.75 3.56    1
## 2507  0.74     Ideal     F     VS2  62.1  56.0  3200 5.83 5.79 3.61    1
## 2508  0.90     Ideal     E     SI2  62.6  56.0  3200 6.15 6.06 3.82    1
## 2509  0.90      Good     H     SI1  63.8  57.0  3201 6.07 6.13 3.89    1
## 2510  0.70     Ideal     E     VS2  60.5  59.0  3201 5.72 5.75 3.47    1
## 2511  0.70     Ideal     E     VS2  61.1  59.0  3201 5.67 5.73 3.48    1
## 2512  0.73     Ideal     E     VS2  62.4  57.0  3201 5.75 5.79 3.60    1
## 2513  0.84     Ideal     I     VS1  61.4  57.0  3201 6.03 6.09 3.72    1
## 2514  0.76     Ideal     F     VS2  61.0  55.0  3201 5.92 5.89 3.60    1
## 2515  0.71 Very Good     D     VS2  59.7  55.0  3203 5.85 5.88 3.50    1
## 2516  1.04      Good     H      I1  63.9  58.0  3203 6.35 6.42 4.08    1
## 2517  1.04 Very Good     H      I1  61.6  61.0  3203 6.45 6.47 3.98    1
## 2518  0.70 Very Good     F    VVS1  63.3  62.0  3204 5.67 5.57 3.56    1
## 2519  0.70   Premium     F    VVS1  63.0  60.0  3204 5.62 5.59 3.53    1
## 2520  1.02     Ideal     G     SI2  62.3  56.0  3204 6.39 6.35 3.97    1
## 2521  1.04      Good     J     SI2  63.8  56.0  3204 6.36 6.32 4.05    1
## 2522  0.70 Very Good     F    VVS2  60.5  60.0  3205 5.70 5.73 3.46    1
## 2523  1.11   Premium     H      I1  61.0  59.0  3205 6.61 6.67 4.05    1
## 2524  0.70     Ideal     G    VVS2  60.8  56.0  3205 5.75 5.79 3.51    1
## 2525  0.70     Ideal     G    VVS2  61.0  56.0  3205 5.74 5.77 3.51    1
## 2526  0.71      Fair     F      IF  58.7  62.0  3205 5.87 5.81 3.43    1
## 2527  0.90   Premium     D     SI2  62.7  59.0  3205 6.20 6.14 3.87    1
## 2528  0.90      Fair     D     SI2  65.9  59.0  3205 6.00 5.95 3.94    1
## 2529  0.90      Fair     D     SI2  66.0  58.0  3205 6.00 5.97 3.95    1
## 2530  0.90      Fair     D     SI2  64.7  54.0  3205 6.10 6.04 3.93    1
## 2531  0.90      Fair     D     SI2  65.7  60.0  3205 5.98 5.93 3.91    1
## 2532  0.90      Fair     D     SI2  64.7  59.0  3205 6.09 5.99 3.91    1
## 2533  0.90   Premium     D     SI2  59.0  61.0  3205 6.32 6.28 3.72    1
## 2534  0.72   Premium     D     VS2  60.6  57.0  3205 5.82 5.79 3.52    1
## 2535  0.75   Premium     E     VS2  61.8  58.0  3206 5.83 5.85 3.61    1
## 2536  0.75     Ideal     E     VS2  61.7  56.0  3206 5.84 5.86 3.61    1
## 2537  0.75 Very Good     E     VS2  62.8  55.0  3206 5.77 5.79 3.63    1
## 2538  0.58     Ideal     D    VVS1  60.6  57.0  3206 5.38 5.41 3.27    1
## 2539  0.70     Ideal     G     VS1  61.2  56.0  3206 5.71 5.75 3.50    1
## 2540  0.70     Ideal     G     VS1  61.4  55.0  3206 5.71 5.76 3.53    1
## 2541  0.70      Good     F    VVS1  59.9  62.0  3206 5.69 5.74 3.42    1
## 2542  0.83 Very Good     F     SI1  63.0  55.0  3207 5.95 5.96 3.75    1
## 2543  0.83     Ideal     D     SI2  62.1  56.0  3207 6.00 6.04 3.74    1
## 2544  1.01     Ideal     J     SI1  62.1  54.0  3207 6.48 6.40 4.00    1
## 2545  0.77 Very Good     H    VVS2  61.1  56.0  3208 5.89 5.92 3.61    1
## 2546  0.70 Very Good     G    VVS1  62.4  59.0  3208 5.63 5.66 3.52    1
## 2547  0.70 Very Good     D     VS1  60.1  60.0  3208 5.73 5.76 3.45    1
## 2548  0.90 Very Good     H     SI2  61.5  59.0  3208 6.15 6.20 3.80    1
## 2549  0.93 Very Good     J     VS2  63.3  61.0  3208 6.19 6.14 3.90    1
## 2550  0.80 Very Good     H     VS1  61.7  62.0  3209 5.89 5.94 3.65    1
## 2551  0.90 Very Good     I     VS2  62.5  57.0  3209 6.12 6.20 3.85    1
## 2552  0.73     Ideal     G     VS1  60.8  56.4  3209 5.81 5.86 3.55    1
## 2553  0.79     Ideal     D     SI1  61.1  57.0  3209 5.94 6.00 3.65    1
## 2554  0.80     Ideal     D     SI2  61.9  54.0  3210 5.95 6.00 3.70    1
## 2555  0.70   Premium     D    VVS2  61.5  60.0  3210 5.71 5.64 3.49    1
## 2556  0.71     Ideal     G    VVS1  62.6  56.0  3210 5.65 5.69 3.55    1
## 2557  0.79     Ideal     F     SI1  60.8  55.0  3210 5.98 6.05 3.66    1
## 2558  0.90   Premium     F     SI2  62.6  62.0  3210 6.06 6.01 3.78    1
## 2559  0.90      Good     F     SI2  64.3  57.0  3210 6.16 6.06 3.93    1
## 2560  0.90   Premium     F     SI2  61.9  62.0  3210 6.12 6.07 3.77    1
## 2561  0.91      Good     J     VS1  64.2  60.0  3210 6.01 5.95 3.84    1
## 2562  0.91      Fair     F     SI2  64.9  56.0  3210 6.08 6.05 3.94    1
## 2563  0.90 Very Good     I     SI1  63.1  54.0  3211 6.13 6.16 3.88    1
## 2564  0.73   Premium     F     VS1  60.7  61.0  3211 5.79 5.75 3.50    1
## 2565  0.73     Ideal     F     VS1  62.6  56.0  3211 5.73 5.71 3.58    1
## 2566  0.77   Premium     F     VS1  59.5  58.0  3211 5.96 5.94 3.54    1
## 2567  0.82   Premium     E     SI1  61.2  61.0  3211 5.98 5.95 3.65    1
## 2568  0.61     Ideal     E    VVS1  59.9  61.0  3212 5.50 5.55 3.31    1
## 2569  0.71     Ideal     D     VS2  62.7  57.0  3212 5.70 5.75 3.59    1
## 2570  0.71     Ideal     E     VS1  61.9  54.0  3212 5.74 5.76 3.56    1
## 2571  0.71     Ideal     E     VS1  62.3  54.0  3212 5.69 5.73 3.56    1
## 2572  0.76     Ideal     G     SI1  61.2  57.0  3212 5.85 5.90 3.59    1
## 2573  0.81   Premium     E     SI1  60.8  59.0  3213 5.99 5.95 3.63    1
## 2574  0.78     Ideal     D     SI1  61.1  57.0  3214 5.95 5.97 3.64    1
## 2575  0.70   Premium     D     VS1  62.9  59.0  3214 5.72 5.66 3.58    1
## 2576  0.95      Good     D     SI2  56.5  61.0  3214 6.53 6.50 3.68    1
## 2577  0.92     Ideal     J     VS2  61.1  57.0  3215 6.31 6.22 3.83    1
## 2578  0.96      Fair     I     VS2  56.1  60.0  3215 6.62 6.58 3.70    1
## 2579  0.96   Premium     G     SI2  62.7  60.0  3215 6.29 6.11 3.89    1
## 2580  1.10   Premium     J     SI2  60.0  58.0  3216 6.77 6.66 4.03    1
## 2581  1.10     Ideal     I     SI2  61.7  56.0  3216 6.65 6.60 4.09    1
## 2582  0.71 Very Good     E     VS2  60.7  58.0  3217 5.73 5.81 3.50    1
## 2583  0.71   Premium     D     VS2  59.2  59.0  3217 5.80 5.86 3.45    1
## 2584  0.71     Ideal     D     VS2  62.5  55.0  3217 5.71 5.74 3.58    1
## 2585  0.71 Very Good     D     VS2  62.4  59.0  3217 5.68 5.73 3.56    1
## 2586  1.00 Very Good     I     SI2  62.4  63.0  3217 6.35 6.44 3.99    1
## 2587  0.90 Very Good     F     SI2  62.8  54.0  3217 6.05 6.15 3.83    1
## 2588  0.64     Ideal     F    VVS2  60.9  56.0  3217 5.57 5.59 3.40    1
## 2589  0.71     Ideal     E     VS2  60.3  56.0  3217 5.80 5.84 3.51    1
## 2590  0.77   Premium     F     VS2  62.1  59.0  3218 5.85 5.87 3.64    1
## 2591  0.52     Ideal     D    VVS1  62.0  57.0  3218 5.15 5.17 3.20    1
## 2592  0.71 Very Good     F     VS1  60.6  60.0  3218 5.68 5.73 3.46    1
## 2593  0.90      Good     E     SI2  62.0  63.0  3218 6.09 6.14 3.79    1
## 2594  0.77     Ideal     E     SI1  61.6  57.0  3218 5.91 5.87 3.63    1
## 2595  1.18 Very Good     E      I1  59.9  63.0  3219 6.80 6.85 4.09    1
## 2596  0.72 Very Good     F     VS1  63.3  57.0  3219 5.68 5.75 3.62    1
## 2597  0.72 Very Good     F     VS1  62.8  58.0  3219 5.70 5.73 3.59    1
## 2598  0.72 Very Good     F     VS1  63.3  58.0  3219 5.66 5.71 3.60    1
## 2599  0.72     Ideal     D     VS2  62.7  56.0  3219 5.71 5.78 3.60    1
## 2600  0.72     Ideal     D     VS2  62.7  56.0  3219 5.65 5.71 3.56    1
## 2601  0.90 Very Good     I     SI1  62.6  58.0  3220 6.08 6.15 3.83    1
## 2602  0.90 Very Good     I     SI1  60.5  58.0  3220 6.22 6.27 3.78    1
## 2603  0.75 Very Good     F     VS1  60.9  59.0  3220 5.83 5.87 3.56    1
## 2604  0.73     Ideal     H    VVS1  62.1  56.0  3220 5.75 5.80 3.59    1
## 2605  1.15   Premium     H     SI2  60.4  58.0  3220 6.80 6.75 4.09    1
## 2606  0.71 Very Good     D     VS2  63.1  58.0  3222 5.67 5.70 3.59    1
## 2607  0.71     Ideal     D     VS2  61.4  57.0  3222 5.73 5.77 3.53    1
## 2608  0.51     Ideal     D    VVS2  61.3  56.0  3223 5.14 5.15 3.16    1
## 2609  0.72     Ideal     E     VS2  61.3  57.0  3223 5.76 5.79 3.54    1
## 2610  0.82   Premium     I      IF  61.2  60.0  3224 6.03 5.99 3.68    1
## 2611  1.01   Premium     H     SI1  62.9  58.0  3224 6.38 6.34 4.00    1
## 2612  0.90 Very Good     J     SI1  63.6  57.0  3225 6.07 6.10 3.87    1
## 2613  0.68      Good     G    VVS1  61.9  55.0  3225 5.63 5.68 3.50    1
## 2614  0.90   Premium     G     SI2  61.3  55.0  3226 6.18 6.12 3.77    1
## 2615  0.74 Very Good     F     VS1  61.7  57.0  3226 5.79 5.85 3.59    1
## 2616  0.74     Ideal     F     VS1  62.3  56.0  3226 5.76 5.79 3.60    1
## 2617  0.73 Very Good     E     VS1  62.3  58.0  3226 5.72 5.74 3.57    1
## 2618  0.80   Premium     D     SI1  59.4  55.0  3226 6.06 6.02 3.59    1
## 2619  0.90      Good     G     SI1  57.7  62.0  3226 6.29 6.23 3.61    1
## 2620  0.90      Fair     H     VS2  65.5  57.0  3226 6.05 6.01 3.95    1
## 2621  0.72     Ideal     F     VS2  61.1  56.0  3226 5.92 5.80 3.55    1
## 2622  0.51     Ideal     E    VVS1  61.3  56.0  3226 5.21 5.13 3.17    1
## 2623  0.86 Very Good     H     SI1  59.7  59.0  3228 6.14 6.23 3.69    1
## 2624  0.65     Ideal     D    VVS2  61.4  60.0  3228 5.54 5.57 3.41    1
## 2625  0.74   Premium     E     VS2  62.7  58.0  3228 5.77 5.72 3.60    1
## 2626  0.72 Very Good     F     VS1  62.2  57.0  3229 5.70 5.74 3.56    1
## 2627  0.70   Premium     D     VS1  61.6  60.0  3229 5.63 5.60 3.46    1
## 2628  0.70     Ideal     D     VS1  62.9  57.0  3229 5.67 5.61 3.55    1
## 2629  0.71     Ideal     H     VS1  61.8  55.0  3229 5.72 5.77 3.55    1
## 2630  0.71     Ideal     H     VS1  61.7  55.0  3229 5.73 5.75 3.54    1
## 2631  0.71     Ideal     H     VS1  60.8  57.0  3229 5.74 5.79 3.51    1
## 2632  0.71     Ideal     H     VS1  61.4  56.0  3229 5.74 5.78 3.54    1
## 2633  0.96   Premium     I     SI2  62.7  58.0  3229 6.24 6.20 3.90    1
## 2634  0.91      Good     H     SI1  63.7  60.0  3229 6.16 6.09 3.90    1
## 2635  0.79   Premium     E     VS2  59.4  60.0  3230 6.08 6.05 3.60    1
## 2636  1.03     Ideal     H      I1  61.5  57.0  3230 6.52 6.48 4.00    1
## 2637  0.81   Premium     F     SI1  61.0  59.0  3230 6.01 5.99 3.66    1
## 2638  0.75      Good     E     VS1  63.1  55.0  3231 5.80 5.83 3.67    1
## 2639  0.81     Ideal     E     VS2  60.4  57.0  3231 6.02 6.06 3.65    1
## 2640  0.90 Very Good     J     VS1  62.3  56.0  3231 6.19 6.23 3.87    1
## 2641  0.70 Very Good     D     VS1  62.9  60.0  3231 5.57 5.62 3.52    1
## 2642  0.83     Ideal     E     SI1  62.7  57.0  3231 5.96 6.01 3.75    1
## 2643  0.59 Very Good     D    VVS1  61.8  57.0  3234 5.37 5.41 3.33    1
## 2644  1.00      Good     J     SI2  62.7  58.0  3234 6.28 6.32 3.95    1
## 2645  0.71     Ideal     H      IF  62.2  57.0  3234 5.70 5.74 3.56    1
## 2646  1.05 Very Good     E      I1  62.2  61.0  3234 6.48 6.51 4.04    1
## 2647  0.70     Ideal     G    VVS2  59.9  58.0  3234 5.78 5.80 3.47    1
## 2648  0.71     Ideal     D     VS2  61.4  56.0  3234 5.74 5.79 3.54    1
## 2649  0.70 Very Good     F    VVS2  58.7  63.0  3234 5.82 5.79 3.41    1
## 2650  1.05     Ideal     H     SI2  60.6  57.0  3234 6.59 6.55 3.98    1
## 2651  0.70   Premium     G    VVS1  62.8  58.0  3234 5.68 5.62 3.55    1
## 2652  0.77   Premium     E     VS2  60.5  59.0  3234 5.98 5.92 3.60    1
## 2653  0.70 Very Good     G    VVS2  60.0  60.0  3235 5.78 5.85 3.49    1
## 2654  0.80 Very Good     H     VS2  63.1  57.0  3235 5.87 5.92 3.72    1
## 2655  0.73     Ideal     E     VS1  62.5  57.0  3235 5.73 5.76 3.59    1
## 2656  0.70 Very Good     E     VS1  61.9  61.0  3235 5.59 5.65 3.48    1
## 2657  0.70     Ideal     H    VVS2  62.2  55.0  3235 5.71 5.76 3.57    1
## 2658  0.72     Ideal     E     VS2  62.1  57.0  3235 5.73 5.76 3.57    1
## 2659  0.72     Ideal     D     VS2  60.9  55.0  3236 5.77 5.89 3.55    1
## 2660  0.95   Premium     I     SI2  62.5  58.0  3237 6.30 6.24 3.92    1
## 2661  0.85   Premium     G     VS2  61.0  58.0  3237 6.11 6.08 3.72    1
## 2662  0.89 Very Good     I     VS2  63.1  55.0  3238 6.09 6.17 3.87    1
## 2663  0.72 Very Good     F     VS2  61.6  58.0  3238 5.75 5.78 3.55    1
## 2664  0.76 Very Good     F     VS2  62.5  58.0  3238 5.79 5.83 3.63    1
## 2665  0.91 Very Good     G     SI2  62.0  59.0  3238 6.19 6.22 3.85    1
## 2666  0.70     Ideal     E    VVS2  62.8  56.0  3238 5.68 5.60 3.54    1
## 2667  0.71     Ideal     E     VS1  60.4  56.0  3238 5.80 5.85 3.52    1
## 2668  0.71     Ideal     E     VS1  62.7  57.0  3238 5.66 5.69 3.56    1
## 2669  0.70      Good     D     VS1  57.8  60.0  3239 5.85 5.87 3.39    1
## 2670  0.70   Premium     D     VS1  60.6  58.0  3239 5.73 5.75 3.48    1
## 2671  0.70 Very Good     D     VS1  61.5  55.0  3239 5.70 5.74 3.52    1
## 2672  0.73     Ideal     I    VVS1  61.8  57.0  3239 5.75 5.77 3.56    1
## 2673  0.90 Very Good     E     SI2  63.2  61.0  3239 6.06 5.99 3.81    1
## 2674  0.77 Very Good     G     VS1  62.3  58.0  3240 5.82 5.86 3.64    1
## 2675  0.77 Very Good     D     SI1  59.9  59.0  3241 5.90 5.95 3.55    1
## 2676  0.79     Ideal     D     SI1  61.2  56.0  3242 5.95 6.02 3.66    1
## 2677  0.72     Ideal     F     SI1  60.2  57.0  3242 5.83 5.86 3.52    1
## 2678  0.90 Very Good     H     SI1  63.2  61.0  3242 6.12 6.03 3.84    1
## 2679  0.77 Very Good     G     VS1  60.9  55.0  3243 5.90 5.96 3.61    1
## 2680  0.81 Very Good     E     SI1  61.9  58.0  3243 5.92 5.97 3.68    1
## 2681  0.68     Ideal     E     VS1  61.3  55.0  3243 5.67 5.71 3.49    1
## 2682  0.71     Ideal     D     VS2  63.0  56.0  3245 5.69 5.65 3.58    1
## 2683  0.90      Good     G     SI2  64.1  56.0  3246 6.12 6.08 3.91    1
## 2684  0.74     Ideal     F     VS2  60.8  57.0  3246 5.85 5.87 3.56    1
## 2685  0.84     Ideal     D     SI2  61.8  56.0  3246 6.04 6.06 3.74    1
## 2686  0.90      Good     I     VS2  63.7  61.0  3246 6.10 6.06 3.87    1
## 2687  0.90   Premium     G     SI2  62.1  58.0  3246 6.13 6.08 3.79    1
## 2688  0.90      Good     I     VS2  63.8  55.0  3246 6.16 6.07 3.90    1
## 2689  0.90      Good     G     SI2  63.8  59.0  3246 6.05 6.02 3.85    1
## 2690  0.90 Very Good     G     SI2  63.4  59.0  3246 6.08 6.04 3.84    1
## 2691  0.90      Good     G     SI2  63.8  56.0  3246 6.16 6.13 3.92    1
## 2692  0.90   Premium     G     SI2  61.1  58.0  3246 6.22 6.18 3.79    1
## 2693  1.03      Fair     J     SI2  56.2  62.0  3246 6.73 6.69 3.77    1
## 2694  0.90      Fair     I     VS2  65.4  60.0  3246 6.03 5.96 3.93    1
## 2695  0.31     Ideal     G     VS2  62.2  54.0   562 4.38 4.40 2.73    1
## 2696  0.31     Ideal     G     VS2  62.2  54.0   562 4.34 4.38 2.71    1
## 2697  0.31     Ideal     G     VS2  60.8  56.0   562 4.38 4.40 2.67    1
## 2698  0.31     Ideal     G     VS2  61.1  57.0   562 4.37 4.40 2.68    1
## 2699  0.31     Ideal     G     VS2  62.2  53.0   562 4.37 4.38 2.72    1
## 2700  0.31     Ideal     H     VS1  62.0  53.0   562 4.34 4.37 2.70    1
## 2701  0.31     Ideal     H     VS1  61.3  55.0   562 4.36 4.38 2.68    1
## 2702  0.39 Very Good     H     SI2  62.4  59.0   562 4.58 4.65 2.88    1
## 2703  0.29 Very Good     F    VVS1  61.5  56.0   563 4.26 4.30 2.63    1
## 2704  0.35     Ideal     G     VS2  61.6  54.0   563 4.55 4.58 2.81    1
## 2705  0.31     Ideal     G     SI1  61.6  55.0   563 4.34 4.37 2.68    1
## 2706  0.25      Fair     D     VS1  61.2  55.0   563 4.09 4.11 2.51    1
## 2707  0.32 Very Good     G     VS2  60.9  58.0   564 4.42 4.45 2.70    1
## 2708  0.32     Ideal     G     VS2  61.8  55.0   564 4.40 4.43 2.73    1
## 2709  0.33     Ideal     H     SI1  61.7  55.0   564 4.43 4.46 2.74    1
## 2710  0.33     Ideal     H     SI1  60.6  56.0   564 4.46 4.49 2.72    1
## 2711  0.30     Ideal     E     SI1  61.9  57.0   564 4.29 4.32 2.66    1
## 2712  0.30     Ideal     E     SI1  62.3  57.0   564 4.28 4.32 2.68    1
## 2713  0.32      Good     E     SI1  62.5  61.0   564 4.32 4.35 2.71    1
## 2714  0.26      Good     D    VVS2  63.6  56.0   564 4.06 4.09 2.59    1
## 2715  0.26     Ideal     E    VVS2  62.5  55.0   564 4.07 4.09 2.55    1
## 2716  0.26 Very Good     E    VVS2  58.9  61.0   564 4.16 4.19 2.46    1
## 2717  0.26 Very Good     E    VVS2  60.8  61.0   564 4.12 4.13 2.51    1
## 2718  0.26 Very Good     E    VVS2  61.7  61.0   564 4.08 4.12 2.53    1
## 2719  0.26      Good     F    VVS1  63.3  57.0   564 4.05 4.07 2.57    1
## 2720  0.36     Ideal     G     SI2  61.8  56.0   565 4.58 4.61 2.84    1
## 2721  0.34     Ideal     E     SI1  61.9  55.0   565 4.51 4.53 2.80    1
## 2722  0.34     Ideal     E     SI1  62.6  55.0   565 4.46 4.49 2.80    1
## 2723  0.31     Ideal     D     SI1  61.3  56.0   565 4.36 4.41 2.69    1
## 2724  0.31     Ideal     D     SI1  61.7  55.0   565 4.37 4.41 2.71    1
## 2725  0.90      Good     G     SI2  64.1  63.0  3246 6.02 5.99 3.85    1
## 2726  0.90   Premium     I     VS2  62.8  61.0  3246 6.12 6.02 3.81    1
## 2727  0.91     Ideal     F     SI2  61.1  55.0  3246 6.24 6.19 3.80    1
## 2728  0.70 Very Good     F    VVS2  62.5  58.0  3247 5.63 5.67 3.53    1
## 2729  0.70 Very Good     D     VS1  62.8  59.0  3247 5.63 5.68 3.55    1
## 2730  0.70     Ideal     G    VVS1  62.6  57.0  3247 5.65 5.70 3.55    1
## 2731  0.71     Ideal     E     VS2  62.0  55.0  3247 5.70 5.75 3.55    1
## 2732  0.71     Ideal     E     VS2  62.5  55.0  3247 5.67 5.73 3.56    1
## 2733  0.52     Ideal     D    VVS1  62.0  57.0  3247 5.17 5.15 3.20    1
## 2734  0.76     Ideal     D     VS2  63.0  56.0  3248 5.83 5.79 3.66    1
## 2735  0.61     Ideal     F    VVS2  61.5  55.0  3248 5.47 5.53 3.38    1
## 2736  0.61     Ideal     F    VVS2  61.4  56.0  3248 5.44 5.49 3.36    1
## 2737  0.61     Ideal     F    VVS2  61.1  57.0  3248 5.47 5.49 3.34    1
## 2738  0.65     Ideal     G    VVS1  61.9  56.0  3248 5.56 5.59 3.45    1
## 2739  0.70     Ideal     E     VS1  62.1  55.0  3248 5.72 5.77 3.57    1
## 2740  1.00      Fair     H     SI2  66.5  62.0  3248 6.19 6.10 4.09    1
## 2741  0.83 Very Good     H     VS2  61.7  59.0  3249 5.95 6.02 3.69    1
## 2742  0.76     Ideal     E     VS2  61.5  56.0  3249 5.89 5.92 3.63    1
## 2743  0.76      Good     E     VS2  63.2  56.0  3249 5.82 5.86 3.69    1
## 2744  0.76     Ideal     H    VVS2  61.0  56.0  3249 5.85 5.91 3.59    1
## 2745  0.73     Ideal     F     SI1  61.7  55.0  3249 5.79 5.82 3.58    1
## 2746  0.81      Good     G     VS2  62.9  58.0  3250 5.88 5.94 3.72    1
## 2747  0.90      Good     H     SI2  63.6  60.0  3250 6.06 6.11 3.87    1
## 2748  0.90 Very Good     H     SI2  59.6  59.0  3250 6.38 6.24 3.76    1
## 2749  0.90 Very Good     H     SI2  62.4  58.0  3250 6.11 6.16 3.83    1
## 2750  0.72   Premium     F    VVS2  61.1  58.0  3250 5.78 5.84 3.55    1
## 2751  0.83      Good     E     SI1  63.7  59.0  3250 5.95 5.89 3.77    1
## 2752  0.90      Fair     G     SI1  65.2  59.0  3250 6.05 6.01 3.93    1
## 2753  0.90      Good     G     SI1  64.2  58.0  3250 6.04 6.01 3.87    1
## 2754  0.93   Premium     J     VS2  62.3  60.0  3250 6.30 6.23 3.90    1
## 2755  0.73   Premium     D     VS2  59.8  58.0  3250 5.89 5.85 3.51    1
## 2756  0.90 Very Good     I     SI1  63.3  59.0  3251 6.14 6.05 3.86    1
## 2757  0.71     Ideal     G     VS1  61.0  56.0  3251 5.77 5.80 3.53    1
## 2758  0.80     Ideal     E     SI2  60.9  57.0  3251 6.00 6.03 3.66    1
## 2759  0.82     Ideal     F     SI1  62.6  56.0  3251 5.95 5.99 3.74    1
## 2760  0.90     Ideal     I     SI1  62.3  56.0  3251 6.18 6.12 3.83    1
## 2761  0.90     Ideal     I     SI1  60.8  57.0  3251 6.25 6.22 3.79    1
## 2762  0.90   Premium     I     SI1  61.8  58.0  3251 6.21 6.19 3.83    1
## 2763  0.77     Ideal     D     SI1  60.8  57.0  3251 5.94 5.90 3.60    1
## 2764  0.71     Ideal     D     SI1  62.0  55.0  3252 5.71 5.76 3.56    1
## 2765  0.70 Very Good     F    VVS1  63.3  56.0  3252 5.70 5.64 3.59    1
## 2766  0.70     Ideal     G     VS2  61.9  56.0  3253 5.68 5.70 3.52    1
## 2767  0.70     Ideal     G     VS2  61.5  57.0  3253 5.70 5.74 3.52    1
## 2768  0.70     Ideal     G     VS2  61.6  57.0  3253 5.70 5.73 3.53    1
## 2769  0.77     Ideal     G     SI1  61.5  56.0  3253 5.89 5.92 3.63    1
## 2770  0.90      Good     G     SI2  61.8  56.0  3253 6.11 6.16 3.79    1
## 2771  0.78      Good     D     SI1  60.1  61.0  3253 5.92 5.89 3.55    1
## 2772  0.83     Ideal     F     SI1  62.1  55.0  3254 6.00 6.05 3.74    1
## 2773  0.71     Ideal     G    VVS1  62.8  56.0  3254 5.71 5.76 3.60    1
## 2774  0.74     Ideal     H     VS1  61.0  55.0  3254 5.86 5.88 3.58    1
## 2775  0.74     Ideal     H     VS1  62.1  55.0  3254 5.82 5.84 3.62    1
## 2776  0.90 Very Good     H     SI2  64.1  59.0  3255 5.97 6.07 3.86    1
## 2777  0.90     Ideal     J     VS2  62.5  57.0  3255 6.16 6.26 3.88    1
## 2778  0.73     Ideal     D     VS2  61.9  56.0  3255 5.76 5.81 3.58    1
## 2779  0.90 Very Good     G     SI2  62.2  60.0  3256 6.09 6.20 3.82    1
## 2780  0.91     Ideal     J     VS2  62.1  56.0  3256 6.18 6.22 3.85    1
## 2781  0.79     Ideal     E     SI1  61.9  55.0  3256 5.97 5.89 3.67    1
## 2782  0.76     Ideal     F     VS2  61.0  55.0  3257 5.89 5.92 3.60    1
## 2783  0.81     Ideal     H     VS1  61.8  58.0  3257 5.97 6.04 3.71    1
## 2784  0.72     Ideal     H      IF  61.4  56.0  3257 5.76 5.80 3.55    1
## 2785  0.91 Very Good     J     VS2  61.0  58.0  3258 6.22 6.30 3.82    1
## 2786  0.78 Very Good     D     SI1  62.5  58.0  3258 5.86 5.89 3.67    1
## 2787  0.93      Fair     I     VS2  64.7  58.0  3258 6.09 6.06 3.93    1
## 2788  0.78     Ideal     F     VS2  61.3  57.0  3259 5.91 5.93 3.63    1
## 2789  1.00      Good     F     SI2  59.4  64.0  3259 6.52 6.48 3.86    1
## 2790  0.75 Very Good     E     SI1  59.2  59.0  3260 5.93 5.97 3.52    1
## 2791  0.77   Premium     E     VS1  60.8  56.0  3260 5.95 5.90 3.60    1
## 2792  0.70 Very Good     F    VVS1  63.0  60.0  3261 5.59 5.62 3.53    1
## 2793  0.76 Very Good     E     SI1  60.4  58.0  3261 5.91 5.97 3.59    1
## 2794  0.70     Ideal     F     VS1  61.5  55.0  3261 5.73 5.75 3.53    1
## 2795  1.04      Good     H      I1  63.9  58.0  3261 6.42 6.35 4.08    1
## 2796  1.04   Premium     H      I1  61.6  61.0  3261 6.47 6.45 3.98    1
## 2797  0.90 Very Good     D     SI2  59.0  61.0  3262 6.28 6.32 3.72    1
## 2798  0.71     Ideal     D     SI1  60.9  57.0  3262 5.75 5.79 3.51    1
## 2799  0.91   Premium     G     SI1  62.5  56.0  3262 6.30 6.18 3.90    1
## 2800  0.75     Ideal     E     VS2  62.4  57.0  3263 5.76 5.81 3.61    1
## 2801  1.11   Premium     H      I1  61.0  59.0  3263 6.67 6.61 4.05    1
## 2802  0.72 Very Good     F     VS1  63.4  57.0  3264 5.68 5.70 3.61    1
## 2803  0.88     Ideal     I     SI1  63.2  56.0  3264 6.04 6.09 3.83    1
## 2804  0.88     Ideal     I     SI1  62.4  55.0  3264 6.12 6.16 3.83    1
## 2805  0.72     Ideal     F     VS1  61.1  56.0  3265 5.76 5.79 3.53    1
## 2806  0.70   Premium     E    VVS1  61.7  59.0  3265 5.67 5.71 3.51    1
## 2807  0.70 Very Good     F     VS1  62.8  56.0  3265 5.64 5.66 3.55    1
## 2808  1.00      Good     F     SI2  63.6  62.0  3265 6.25 6.20 3.96    1
## 2809  0.70     Ideal     F     VS1  60.7  58.0  3265 5.72 5.75 3.48    1
## 2810  0.84     Ideal     D     SI1  61.5  54.0  3265 6.07 6.13 3.75    1
## 2811  1.00      Fair     I     VS2  65.7  58.0  3265 6.25 6.20 4.09    1
## 2812  1.00 Very Good     I     VS2  63.2  58.0  3265 6.43 6.32 4.03    1
## 2813  1.00      Good     J    VVS2  63.7  57.0  3265 6.34 6.31 4.03    1
## 2814  1.00      Fair     F     SI2  65.1  55.0  3265 6.26 6.23 4.07    2
## 2815  0.93     Ideal     F     SI2  62.0  57.0  3266 6.31 6.28 3.90    1
## 2816  0.81   Premium     H    VVS2  62.8  58.0  3266 5.92 5.89 3.71    1
## 2817  0.81   Premium     D     SI1  62.4  59.0  3266 5.96 5.89 3.70    1
## 2818  1.12   Premium     J     SI2  60.7  61.0  3266 6.71 6.64 4.05    1
## 2819  0.81   Premium     G     VS1  62.3  56.0  3266 5.95 5.89 3.69    1
## 2820  0.90      Good     F     SI2  64.3  57.0  3267 6.06 6.16 3.93    1
## 2821  0.90      Good     F     SI2  63.1  57.0  3267 6.11 6.18 3.88    1
## 2822  0.90      Good     F     SI2  63.2  57.0  3267 6.09 6.15 3.87    1
## 2823  0.90      Good     F     SI2  61.9  62.0  3267 6.07 6.12 3.77    1
## 2824  0.91     Ideal     J     VS1  60.7  57.0  3267 6.23 6.26 3.79    1
## 2825  0.70      Good     D    VVS2  63.3  54.0  3267 5.60 5.64 3.56    1
## 2826  0.78 Very Good     F     SI1  62.4  55.0  3267 5.85 5.89 3.66    1
## 2827  0.80 Very Good     F     SI1  61.6  56.0  3267 5.96 6.00 3.68    1
## 2828  0.78     Ideal     I    VVS2  62.4  56.0  3267 5.87 5.90 3.67    1
## 2829  0.78     Ideal     G     SI1  62.2  55.0  3267 5.87 5.90 3.66    1
## 2830  0.75 Very Good     F     VS1  57.9  62.0  3268 5.96 6.00 3.46    1
## 2831  0.70     Ideal     E     VS2  62.6  55.0  3268 5.66 5.68 3.55    1
## 2832  0.96   Premium     J     SI1  60.3  59.0  3269 6.40 6.36 3.85    1
## 2833  0.90      Good     G     SI2  58.4  55.0  3269 6.34 6.39 3.72    1
## 2834  0.70 Very Good     F    VVS1  59.3  62.0  3270 5.74 5.77 3.41    1
## 2835  0.72 Very Good     E     VS2  59.8  57.0  3270 5.84 5.89 3.51    1
## 2836  0.75 Very Good     F     VS1  62.3  57.0  3270 5.83 5.88 3.65    1
## 2837  0.81   Premium     E     SI1  60.8  59.0  3270 5.95 5.99 3.63    1
## 2838  0.56     Ideal     D    VVS1  61.8  56.0  3270 5.28 5.31 3.27    1
## 2839  0.73     Ideal     G     VS1  61.5  56.0  3270 5.80 5.77 3.56    1
## 2840  0.73     Ideal     E     VS2  62.2  56.0  3270 5.78 5.76 3.59    1
## 2841  0.79     Ideal     D     SI1  61.3  54.0  3270 6.01 5.96 3.67    1
## 2842  0.90 Very Good     I     SI1  61.4  55.0  3271 6.19 6.28 3.83    1
## 2843  1.10   Premium     I     SI2  59.3  62.0  3271 6.75 6.70 3.99    1
## 2844  0.67     Ideal     G      IF  61.6  55.0  3271 5.61 5.65 3.47    1
## 2845  0.71     Ideal     E     VS1  59.7  57.0  3272 5.84 5.86 3.49    1
## 2846  0.80 Very Good     H     VS1  60.9  57.0  3273 5.98 6.02 3.65    1
## 2847  0.73     Ideal     G     VS1  60.2  56.0  3273 5.86 5.90 3.54    1
## 2848  0.80      Good     E     VS2  63.4  56.0  3273 5.88 5.92 3.74    1
## 2849  0.80      Good     E     VS2  64.5  56.0  3273 5.80 5.86 3.76    1
## 2850  0.90 Very Good     I     SI1  61.7  58.0  3274 6.17 6.21 3.82    1
## 2851  0.90      Good     E     SI1  62.2  65.0  3274 6.13 6.08 3.80    1
## 2852  0.72     Ideal     H     VS1  60.7  55.0  3274 5.83 5.85 3.54    1
## 2853  0.72     Ideal     H     VS1  61.5  55.0  3274 5.77 5.85 3.56    1
## 2854  0.72     Ideal     H     VS1  61.6  56.0  3274 5.76 5.79 3.55    1
## 2855  0.70 Very Good     F    VVS2  61.6  63.0  3275 5.65 5.69 3.49    1
## 2856  0.95     Ideal     J     SI1  63.0  56.0  3275 6.32 6.26 3.96    1
## 2857  0.73     Ideal     E     VS2  61.9  55.0  3275 5.76 5.80 3.57    1
## 2858  0.72     Ideal     D     VS2  60.5  57.0  3275 5.81 5.83 3.52    1
## 2859  0.72     Ideal     E     VS1  62.6  55.0  3275 5.70 5.73 3.58    1
## 2860  1.01 Very Good     G     SI2  63.2  58.0  3275 6.42 6.35 4.04    1
## 2861  0.90   Premium     I     VS2  58.4  62.0  3276 6.35 6.29 3.69    1
## 2862  0.70 Very Good     G    VVS1  62.8  56.0  3276 5.63 5.67 3.55    1
## 2863  0.83 Very Good     H     VS2  59.4  59.0  3276 6.08 6.11 3.62    1
## 2864  1.00 Very Good     I     SI2  60.8  63.0  3276 6.41 6.34 3.88    1
## 2865  0.90   Premium     I     SI1  59.6  60.0  3276 6.37 6.24 3.76    1
## 2866  1.00 Very Good     I     SI2  62.4  63.0  3276 6.44 6.35 3.99    1
## 2867  0.90      Fair     E     VS1  67.6  56.0  3276 5.94 5.90 4.00    1
## 2868  1.00   Premium     J     SI1  62.0  62.0  3276 6.27 6.22 3.87    1
## 2869  0.78     Ideal     E     VS2  62.0  55.0  3276 5.95 5.89 3.67    1
## 2870  1.00     Ideal     I     SI2  62.5  56.0  3276 6.38 6.35 3.98    1
## 2871  1.25     Ideal     E      I1  60.9  56.0  3276 6.95 6.91 4.22    1
## 2872  0.70      Good     E     VS1  61.3  62.0  3277 5.64 5.72 3.48    1
## 2873  0.92      Good     D     SI2  57.8  63.0  3277 6.40 6.36 3.69    1
## 2874  0.70     Ideal     D     VS1  61.1  57.0  3278 5.73 5.75 3.51    1
## 2875  1.18 Very Good     E      I1  59.9  63.0  3278 6.85 6.80 4.09    1
## 2876  0.91      Fair     H     SI1  65.3  62.0  3278 6.11 6.01 3.96    1
## 2877  0.84     Ideal     G     SI1  62.4  57.0  3279 6.06 6.03 3.77    1
## 2878  1.01      Fair     I     SI1  65.5  58.0  3280 6.28 6.24 4.10    1
## 2879  0.71 Very Good     G    VVS2  62.8  58.0  3281 5.69 5.75 3.59    1
## 2880  0.71     Ideal     F     VS1  62.3  55.0  3281 5.74 5.76 3.58    1
## 2881  0.93     Ideal     J     VS1  62.3  56.0  3281 6.26 6.22 3.89    1
## 2882  0.82 Very Good     E     SI1  63.1  58.0  3282 5.95 6.00 3.77    1
## 2883  0.90      Good     H     SI1  66.1  57.0  3282 5.94 5.99 3.94    1
## 2884  0.90      Fair     H     SI1  61.4  61.0  3282 6.08 6.14 3.75    1
## 2885  0.91   Premium     I     VS2  63.0  58.0  3282 6.15 6.07 3.85    1
## 2886  0.91 Very Good     G     SI2  63.2  61.0  3282 6.27 6.01 3.88    1
## 2887  0.92      Fair     F     SI2  65.3  58.0  3282 6.08 6.04 3.96    1
## 2888  0.92      Good     F     SI2  64.2  58.0  3282 6.14 6.11 3.93    1
## 2889  0.91      Good     G     SI2  63.6  59.0  3282 6.15 6.11 3.90    1
## 2890  0.91 Very Good     G     SI2  63.3  57.0  3282 6.12 6.08 3.86    1
## 2891  0.92      Fair     F     SI2  65.1  58.0  3282 6.12 6.07 3.97    1
## 2892  0.92   Premium     F     SI2  58.1  58.0  3282 6.46 6.41 3.74    1
## 2893  0.92   Premium     F     SI2  58.9  59.0  3282 6.38 6.35 3.75    1
## 2894  0.80 Very Good     F     VS2  63.3  59.8  3283 5.79 5.83 3.68    1
## 2895  0.84     Ideal     I     VS1  62.3  59.0  3283 5.99 6.04 3.75    1
## 2896  0.72     Ideal     E     VS1  62.6  57.0  3283 5.69 5.72 3.57    1
## 2897  0.72     Ideal     E     VS1  61.9  55.0  3283 5.74 5.77 3.56    1
## 2898  0.72     Ideal     H      IF  62.1  58.0  3283 5.72 5.75 3.56    1
## 2899  0.80      Good     F     VS2  60.5  62.3  3283 5.97 6.01 3.62    1
## 2900  0.80      Good     G     VS1  63.2  60.1  3283 5.77 5.85 3.67    1
## 2901  0.52     Ideal     D    VVS2  61.5  55.0  3284 5.19 5.22 3.20    1
## 2902  0.71     Ideal     F     VS1  60.4  57.0  3284 5.78 5.81 3.50    1
## 2903  0.86     Ideal     D     SI2  60.2  56.0  3284 6.16 6.19 3.72    1
## 2904  0.89      Good     E     SI2  61.6  60.9  3284 6.13 6.24 3.82    1
## 2905  0.74   Premium     E     VS2  62.7  58.0  3285 5.72 5.77 3.60    1
## 2906  0.80   Premium     F     VS2  62.4  59.0  3285 5.92 5.85 3.67    1
## 2907  0.94      Fair     H     SI1  68.4  53.0  3285 6.05 5.97 4.11    1
## 2908  0.80   Premium     F     VS2  59.7  58.0  3285 6.02 5.97 3.58    1
## 2909  1.04      Good     J     VS2  58.2  64.0  3285 6.64 6.53 3.85    1
## 2910  0.96 Very Good     I     SI2  62.7  58.0  3286 6.20 6.24 3.90    1
## 2911  0.91      Good     G     SI1  64.3  60.0  3286 6.12 6.04 3.91    1
## 2912  0.91 Very Good     G     SI2  62.1  55.0  3287 6.16 6.21 3.84    1
## 2913  0.74     Ideal     H    VVS1  62.5  55.0  3287 5.76 5.79 3.61    1
## 2914  0.70     Ideal     D     VS1  62.5  57.0  3287 5.64 5.68 3.54    1
## 2915  0.70     Ideal     D     VS1  62.6  58.0  3287 5.64 5.67 3.54    1
## 2916  0.91      Good     I     VS2  64.2  55.0  3287 6.13 6.09 3.92    1
## 2917  1.03   Premium     I     SI1  58.4  60.0  3288 6.60 6.58 3.85    1
## 2918  0.73 Very Good     G    VVS2  61.4  58.0  3288 5.83 5.86 3.59    1
## 2919  1.01 Very Good     G      I1  62.4  59.0  3288 6.35 6.41 3.98    1
## 2920  0.90      Fair     I    VVS2  60.9  66.0  3288 6.10 6.12 3.72    1
## 2921  1.03 Very Good     H     SI2  63.1  56.0  3288 6.43 6.38 4.04    1
## 2922  0.91 Very Good     J     VS2  61.6  59.0  3290 6.13 6.25 3.81    1
## 2923  0.90      Good     H     SI1  64.2  59.0  3290 6.05 6.01 3.87    1
## 2924  0.83     Ideal     F     SI1  60.7  57.0  3290 6.02 6.10 3.68    1
## 2925  0.71     Ideal     H      IF  61.1  56.0  3290 5.74 5.78 3.52    1
## 2926  0.71     Ideal     H      IF  61.6  55.0  3290 5.75 5.78 3.55    1
## 2927  0.91      Good     J     VS2  61.3  61.0  3290 6.18 6.25 3.81    1
## 2928  1.02      Fair     I     SI2  66.2  57.0  3290 6.34 6.26 4.17    1
## 2929  0.77   Premium     E     VS2  60.5  59.0  3291 5.92 5.98 3.60    1
## 2930  0.77      Good     E     VS2  63.4  57.0  3291 5.80 5.84 3.69    1
## 2931  0.77   Premium     D     VS2  61.8  58.0  3291 5.84 5.81 3.60    1
## 2932  0.90   Premium     I     VS2  63.0  59.0  3292 6.10 6.06 3.83    1
## 2933  0.90   Premium     I     VS2  62.6  62.0  3292 6.13 6.04 3.81    1
## 2934  0.86 Very Good     G     SI1  62.9  55.0  3293 6.04 6.08 3.81    1
## 2935  1.00 Very Good     J     SI2  62.8  63.0  3293 6.26 6.19 3.19    1
## 2936  0.80 Very Good     E     SI1  63.1  57.0  3293 5.94 5.86 3.72    1
## 2937  1.00 Very Good     J     SI2  63.2  62.0  3293 6.32 6.27 3.98    1
## 2938  0.80     Ideal     F     SI1  60.1  60.0  3293 5.98 6.03 3.61    1
## 2939  1.05   Premium     E      I1  62.2  61.0  3293 6.51 6.48 4.04    1
## 2940  1.00   Premium     J     SI2  62.7  58.0  3293 6.32 6.28 3.95    1
## 2941  0.76     Ideal     D     VS2  60.2  56.0  3293 5.95 5.92 3.57    1
## 2942  1.01      Fair     E     SI2  64.6  59.0  3294 6.22 6.18 4.01    1
## 2943  0.72     Ideal     F     VS1  61.1  56.0  3294 5.79 5.76 3.53    1
## 2944  0.70   Premium     E    VVS1  61.7  59.0  3294 5.71 5.67 3.51    1
## 2945  0.74   Premium     D     VS2  58.0  59.0  3294 6.00 5.93 3.46    1
## 2946  0.90 Very Good     H     SI2  62.1  56.0  3295 6.13 6.23 3.84    1
## 2947  0.70 Very Good     E    VVS2  60.7  56.0  3295 5.77 5.82 3.52    1
## 2948  0.83 Very Good     E     SI1  63.8  54.0  3295 5.96 6.04 3.83    1
## 2949  0.72     Ideal     G    VVS2  61.0  56.0  3295 5.80 5.84 3.55    1
## 2950  0.82   Premium     E     SI1  62.5  56.0  3295 6.01 5.96 3.74    1
## 2951  1.01   Premium     J     VS2  62.4  60.0  3296 6.45 6.35 3.99    1
## 2952  0.80     Ideal     H     VS1  62.6  55.0  3296 5.90 5.93 3.70    1
## 2953  0.70      Fair     D    VVS2  58.5  62.0  3296 5.72 5.81 3.37    1
## 2954  1.07 Very Good     H     SI2  61.8  63.0  3296 6.57 6.47 4.03    1
## 2955  0.91     Ideal     J     VS1  60.7  57.0  3296 6.26 6.23 3.79    1
## 2956  1.07   Premium     G     SI2  62.5  59.0  3296 6.50 6.47 4.05    1
## 2957  0.80     Ideal     E     SI1  62.0  57.0  3297 5.97 5.94 3.69    1
## 2958  0.80   Premium     E     SI1  61.5  58.0  3297 5.97 5.93 3.66    1
## 2959  1.01   Premium     F     SI2  60.9  60.0  3297 6.45 6.42 3.91    1
## 2960  1.02      Good     J     SI2  63.1  58.0  3298 6.34 6.38 4.01    1
## 2961  0.91 Very Good     D     SI2  62.7  59.0  3298 6.16 6.22 3.88    1
## 2962  0.78      Good     D     VS2  64.0  54.0  3298 5.82 5.86 3.74    1
## 2963  0.78 Very Good     D     VS2  58.5  56.0  3298 6.08 6.12 3.57    1
## 2964  0.70     Ideal     I     VS2  61.9  57.0  3298 5.68 5.73 3.53    1
## 2965  0.91 Very Good     J     VS2  62.6  55.0  3299 6.17 6.19 3.87    1
## 2966  1.01 Very Good     I     SI2  61.5  62.0  3299 6.37 6.41 3.93    1
## 2967  0.62     Ideal     F    VVS2  61.4  56.0  3299 5.46 5.50 3.37    1
## 2968  0.91     Ideal     J     VS2  61.9  58.0  3299 6.18 6.22 3.84    1
## 2969  0.71     Ideal     G     VS2  61.8  56.0  3299 5.68 5.72 3.52    1
## 2970  0.71     Ideal     G     VS2  61.8  56.0  3299 5.73 5.76 3.55    1
## 2971  0.71     Ideal     G     VS2  61.8  56.0  3299 5.72 5.75 3.55    1
## 2972  0.71     Ideal     D     VS2  61.5  55.0  3299 5.75 5.79 3.55    1
## 2973  1.05     Ideal     G     SI2  59.6  57.0  3299 6.58 6.53 3.91    1
## 2974  0.77   Premium     G    VVS2  60.8  59.0  3299 5.96 5.92 3.61    1
## 2975  0.96      Fair     G     SI1  69.7  59.0  3299 6.09 5.90 4.18    1
## 2976  1.00 Very Good     E      I1  63.0  57.0  3300 6.32 6.35 3.99    1
## 2977  0.70   Premium     F    VVS1  62.4  56.0  3300 5.69 5.63 3.53    1
## 2978  0.77     Ideal     G     VS2  61.8  54.0  3300 5.91 5.94 3.66    1
## 2979  0.70     Ideal     G     VS1  60.8  56.0  3300 5.73 5.80 3.51    1
## 2980  0.90 Very Good     H     SI2  61.7  60.0  3301 6.17 6.24 3.83    1
## 2981  0.72     Ideal     E     VS2  60.9  56.0  3301 5.81 5.84 3.55    1
## 2982  0.71     Ideal     E     VS2  61.8  57.0  3301 5.69 5.74 3.53    1
## 2983  0.73     Ideal     H      IF  62.2  54.0  3301 5.76 5.82 3.60    1
## 2984  0.91      Good     H     VS2  56.9  61.0  3302 6.41 6.24 3.60    1
## 2985  1.08      Fair     J     SI2  64.9  60.0  3302 6.46 6.32 4.15    1
## 2986  0.90 Very Good     G     SI2  62.1  58.0  3303 6.08 6.13 3.79    1
## 2987  0.90   Premium     G     SI2  61.1  58.0  3303 6.18 6.22 3.79    1
## 2988  0.90      Good     I     VS2  63.8  55.0  3303 6.07 6.16 3.90    1
## 2989  0.90      Good     G     SI2  63.8  59.0  3303 6.02 6.05 3.85    1
## 2990  0.90      Good     I     VS2  63.7  61.0  3303 6.06 6.10 3.87    1
## 2991  0.90      Good     G     SI2  63.4  59.0  3303 6.04 6.08 3.84    1
## 2992  0.90 Very Good     G     SI2  59.2  57.0  3303 6.30 6.36 3.75    1
## 2993  0.90      Good     G     SI2  63.8  56.0  3303 6.13 6.16 3.92    1
## 2994  0.70     Ideal     G    VVS1  60.7  57.0  3303 5.73 5.76 3.49    1
## 2995  0.77     Ideal     E     VS2  61.0  56.0  3303 5.91 5.96 3.62    1
## 2996  0.81     Ideal     F     SI2  62.1  56.0  3303 5.95 6.00 3.71    1
## 2997  0.71     Ideal     E     VS2  62.1  55.0  3304 5.72 5.75 3.56    1
## 2998  0.71     Ideal     E     VS2  62.0  56.0  3304 5.72 5.75 3.55    1
## 2999  0.72     Ideal     E     VS2  60.8  56.0  3304 5.81 5.84 3.54    1
## 3000  0.71     Ideal     E     VS2  62.5  56.0  3304 5.69 5.71 3.56    1
## 3001  0.76      Good     G      IF  64.6  61.0  3304 5.72 5.80 3.72    1
## 3002  1.00      Fair     D     SI2  64.8  60.0  3304 6.23 6.18 4.02    1
## 3003  1.00      Fair     G     SI1  65.8  55.0  3304 6.22 6.19 4.08    1
## 3004  1.00 Very Good     D     SI2  63.4  58.0  3304 6.33 6.30 4.01    1
## 3005  1.00      Good     D     SI2  64.0  54.0  3304 6.29 6.24 4.01    1
## 3006  0.82     Ideal     E     VS1  60.0  55.0  3306 6.18 6.08 3.68    1
## 3007  0.76     Ideal     D     VS2  61.8  57.0  3306 5.85 5.90 3.63    1
## 3008  0.76     Ideal     D     SI1  62.0  57.0  3306 5.88 5.92 3.66    1
## 3009  0.53 Very Good     D    VVS1  61.2  55.0  3307 5.21 5.26 3.21    1
## 3010  0.73 Very Good     E     VS2  61.5  58.0  3307 5.71 5.80 3.54    1
## 3011  0.90      Good     G     SI1  64.2  58.0  3307 6.01 6.04 3.87    1
## 3012  0.71     Ideal     G    VVS2  61.7  57.0  3307 5.72 5.74 3.53    1
## 3013  0.71     Ideal     G    VVS2  61.3  56.0  3307 5.75 5.77 3.53    1
## 3014  0.73     Ideal     G     VS2  60.9  57.0  3307 5.80 5.86 3.55    1
## 3015  0.90 Very Good     I     SI1  62.3  56.0  3308 6.12 6.18 3.83    1
## 3016  0.90     Ideal     I     SI1  60.8  57.0  3308 6.22 6.25 3.79    1
## 3017  0.73   Premium     D     VS2  59.8  58.0  3308 5.85 5.89 3.51    1
## 3018  0.81 Very Good     F     SI1  62.2  56.0  3308 5.97 5.99 3.72    1
## 3019  0.66 Very Good     E    VVS1  61.8  55.0  3309 5.60 5.66 3.48    1
## 3020  0.77     Ideal     D     SI1  60.8  57.0  3309 5.90 5.94 3.60    1
## 3021  0.70     Ideal     E     VS1  62.2  58.0  3309 5.67 5.71 3.54    1
## 3022  0.70     Ideal     H      IF  61.3  59.0  3309 5.69 5.72 3.50    1
## 3023  1.01 Very Good     I     SI2  63.2  58.0  3309 6.34 6.31 4.00    1
## 3024  0.31     Ideal     D     SI1  62.2  54.0   565 4.36 4.39 2.72    1
## 3025  0.31     Ideal     D     SI1  61.3  55.0   565 4.36 4.41 2.69    1
## 3026  0.26 Very Good     H    VVS2  63.4  55.0   565 4.06 4.05 2.57    1
## 3027  0.26   Premium     H    VVS2  59.8  61.0   565 4.18 4.15 2.49    1
## 3028  0.41      Good     J     VS2  64.0  59.0   565 4.64 4.71 2.99    1
## 3029  0.31     Ideal     G    VVS2  62.2  55.0   565 4.32 4.36 2.70    1
## 3030  0.30      Good     G     VS1  63.4  55.0   565 4.26 4.32 2.72    1
## 3031  0.30      Good     G     VS1  63.5  58.0   565 4.21 4.26 2.69    1
## 3032  0.30      Good     F     VS2  63.4  59.0   565 4.23 4.25 2.69    1
## 3033  0.30 Very Good     G     VS1  60.2  62.0   565 4.30 4.31 2.59    1
## 3034  0.30      Good     G     VS1  63.3  56.0   565 4.28 4.31 2.72    1
## 3035  0.30 Very Good     G     VS1  62.0  60.0   565 4.27 4.31 2.66    1
## 3036  0.30     Ideal     F     VS2  62.4  57.0   565 4.29 4.33 2.69    1
## 3037  0.30 Very Good     G     VS1  60.8  61.0   565 4.31 4.34 2.63    1
## 3038  0.27 Very Good     G    VVS1  60.1  58.0   566 4.21 4.23 2.53    1
## 3039  0.27 Very Good     G    VVS1  62.9  55.0   566 4.12 4.15 2.60    1
## 3040  0.27 Very Good     G    VVS1  62.5  56.0   566 4.14 4.16 2.59    1
## 3041  0.27 Very Good     G    VVS1  61.0  56.0   566 4.21 4.25 2.57    1
## 3042  0.27 Very Good     G    VVS1  62.9  55.0   566 4.13 4.15 2.60    1
## 3043  0.27 Very Good     G      IF  60.8  57.0   566 4.20 4.22 2.56    1
## 3044  0.27     Ideal     G    VVS2  60.8  57.0   566 4.18 4.20 2.54    1
## 3045  0.38     Ideal     G     SI2  62.8  57.0   566 4.58 4.59 2.88    1
## 3046  0.27     Ideal     H      IF  61.6  56.0   566 4.18 4.21 2.58    1
## 3047  0.27     Ideal     G      IF  61.6  57.0   566 4.18 4.21 2.58    1
## 3048  0.35   Premium     H     SI2  61.6  58.0   566 4.54 4.49 2.78    1
## 3049  0.34   Premium     F     SI1  59.3  60.0   566 4.52 4.58 2.70    1
## 3050  0.34 Very Good     F     SI1  59.4  62.0   566 4.54 4.59 2.71    1
## 3051  0.34 Very Good     F     SI1  63.0  54.0   566 4.48 4.50 2.83    1
## 3052  0.38 Very Good     J     VS2  60.5  60.0   566 4.64 4.68 2.82    1
## 3053  0.34   Premium     F     SI1  59.8  58.0   566 4.53 4.57 2.72    1
## 3054  0.70      Good     F    VVS1  63.3  56.0  3310 5.64 5.70 3.59    1
## 3055  0.73     Ideal     E     VS2  61.5  56.0  3310 5.79 5.82 3.57    1
## 3056  0.62     Ideal     G      IF  61.8  56.0  3310 5.45 5.48 3.38    1
## 3057  0.76   Premium     H    VVS1  60.7  58.0  3311 5.90 5.93 3.59    1
## 3058  0.73     Ideal     E     VS1  62.3  56.0  3311 5.80 5.75 3.60    1
## 3059  0.73   Premium     E     VS1  61.2  58.0  3311 5.83 5.77 3.55    1
## 3060  0.81   Premium     G     VS1  62.1  58.0  3311 5.96 5.92 3.69    1
## 3061  0.81   Premium     F     SI1  61.6  58.0  3311 5.96 5.92 3.66    1
## 3062  0.73   Premium     E     VS1  60.9  61.0  3311 5.81 5.79 3.53    1
## 3063  0.80   Premium     D     SI1  62.7  59.0  3312 5.89 5.85 3.68    1
## 3064  0.70      Good     D    VVS2  63.6  57.0  3312 5.61 5.58 3.56    1
## 3065  0.80   Premium     D     SI1  61.7  58.0  3312 5.96 5.93 3.67    1
## 3066  0.84      Good     G     VS2  63.6  59.0  3312 5.94 5.89 3.76    1
## 3067  0.90   Premium     D     SI2  58.1  60.0  3312 6.26 6.24 3.63    1
## 3068  0.96      Good     J     VS2  63.9  58.0  3312 6.27 6.21 3.99    1
## 3069  1.24     Ideal     I     SI2  62.5  57.0  3312 6.89 6.84 4.29    1
## 3070  0.90   Premium     D     SI2  62.5  59.0  3312 6.18 6.13 3.85    1
## 3071  0.74   Premium     E     VS1  61.2  58.0  3312 5.88 5.82 3.58    1
## 3072  0.70      Good     D    VVS2  63.7  55.0  3312 5.66 5.61 3.59    1
## 3073  0.90   Premium     D     SI2  61.0  61.0  3312 6.17 6.15 3.76    1
## 3074  1.24     Ideal     J     SI1  62.3  57.0  3312 6.86 6.81 4.26    1
## 3075  0.57     Ideal     F    VVS1  61.3  56.0  3313 5.37 5.40 3.30    1
## 3076  1.02   Premium     H     SI2  58.3  59.0  3313 6.61 6.57 3.84    1
## 3077  0.95 Very Good     J     VS2  63.5  56.0  3314 6.24 6.27 3.97    1
## 3078  0.81 Very Good     H     VS1  62.2  57.0  3314 5.91 5.94 3.69    1
## 3079  0.75 Very Good     E     VS1  61.5  54.0  3314 5.88 5.82 3.60    1
## 3080  0.83     Ideal     I     SI1  61.9  57.0  3314 5.96 6.02 3.71    1
## 3081  0.74     Ideal     E     VS2  61.7  56.0  3315 5.86 5.81 3.60    1
## 3082  0.84      Good     G     VS1  63.6  57.0  3316 5.98 5.93 3.79    1
## 3083  0.71     Ideal     D     SI1  62.3  56.0  3316 5.72 5.70 3.56    1
## 3084  0.93   Premium     F     SI2  61.3  62.0  3317 6.26 6.17 3.81    1
## 3085  0.77 Very Good     E     VS1  62.0  56.0  3318 5.88 5.92 3.66    1
## 3086  0.90      Good     F     SI2  63.2  56.0  3318 6.15 6.20 3.90    1
## 3087  0.90      Good     F     SI2  63.2  58.0  3318 6.09 6.12 3.86    1
## 3088  0.79     Ideal     E     VS2  59.3  57.0  3318 6.06 6.02 3.58    1
## 3089  0.92   Premium     G     SI2  62.3  59.0  3318 6.20 6.15 3.85    1
## 3090  0.73     Ideal     D     VS2  61.8  54.0  3319 5.89 5.92 3.65    1
## 3091  0.70     Ideal     F     VS1  61.5  55.0  3319 5.73 5.75 3.53    1
## 3092  1.02     Ideal     G      I1  61.5  56.0  3321 6.46 6.49 3.98    1
## 3093  0.52     Ideal     D    VVS1  60.9  56.0  3321 5.20 5.24 3.18    1
## 3094  0.71     Ideal     D     VS2  62.1  56.0  3321 5.71 5.75 3.56    1
## 3095  0.71     Ideal     D     VS2  61.2  57.0  3321 5.73 5.77 3.52    1
## 3096  0.77     Ideal     F     SI1  61.5  55.0  3321 5.88 5.92 3.63    1
## 3097  1.06     Ideal     G     SI2  61.0  56.0  3321 6.62 6.56 4.02    1
## 3098  0.83 Very Good     F     SI1  61.9  58.0  3322 5.97 6.01 3.71    1
## 3099  0.72     Ideal     D     SI1  62.2  56.0  3322 5.77 5.74 3.58    1
## 3100  0.86   Premium     E     SI1  61.9  61.0  3323 6.07 5.99 3.73    1
## 3101  0.69 Very Good     G    VVS1  60.8  55.0  3323 5.74 5.77 3.50    1
## 3102  0.71 Very Good     F     VS2  63.0  54.0  3323 5.70 5.72 3.60    1
## 3103  0.74 Very Good     E     VS2  62.8  58.0  3323 5.73 5.76 3.61    1
## 3104  0.53     Ideal     E    VVS1  61.5  54.0  3323 5.23 5.25 3.22    1
## 3105  0.81      Fair     G    VVS2  64.8  56.2  3323 5.82 5.98 3.82    1
## 3106  0.92 Very Good     I     SI1  63.3  58.0  3323 6.18 6.14 3.90    1
## 3107  0.92     Ideal     I     SI1  61.8  57.0  3323 6.27 6.25 3.87    1
## 3108  0.91      Good     H     SI1  63.8  56.0  3323 6.09 6.04 3.87    1
## 3109  0.92      Fair     F     SI1  66.0  57.0  3323 6.04 5.99 3.97    1
## 3110  0.81      Good     D     SI1  64.1  54.0  3324 5.92 5.96 3.81    1
## 3111  0.90 Very Good     H     SI2  62.0  58.0  3324 6.11 6.12 3.79    1
## 3112  0.79     Ideal     H    VVS2  62.0  55.9  3324 5.88 5.95 3.67    1
## 3113  0.70     Ideal     H    VVS2  61.8  55.0  3325 5.69 5.74 3.53    1
## 3114  0.70     Ideal     H    VVS2  61.0  56.0  3325 5.75 5.78 3.52    1
## 3115  0.70     Ideal     H    VVS2  60.9  56.0  3325 5.76 5.79 3.52    1
## 3116  0.78     Ideal     G     VS2  62.6  57.0  3325 5.87 5.91 3.69    1
## 3117  0.96     Ideal     J     VS2  61.5  57.0  3326 6.32 6.36 3.90    1
## 3118  0.90   Premium     H     SI2  62.1  59.0  3326 6.13 6.04 3.78    1
## 3119  0.78     Ideal     D     SI1  61.2  58.0  3326 5.92 5.95 3.63    1
## 3120  0.90      Fair     F     SI1  65.3  61.0  3326 6.00 5.95 3.90    1
## 3121  0.90   Premium     H     SI2  59.2  60.0  3326 6.30 6.24 3.71    1
## 3122  0.72     Ideal     G    VVS1  61.7  55.0  3326 5.80 5.77 3.57    1
## 3123  0.90   Premium     G     SI1  60.1  59.0  3326 6.25 6.20 3.74    1
## 3124  0.90   Premium     G     SI2  59.5  61.0  3326 6.33 6.28 3.75    1
## 3125  0.73     Ideal     E     VS1  62.8  57.0  3327 5.75 5.78 3.62    1
## 3126  0.79     Ideal     D     SI1  61.3  54.0  3328 5.96 6.01 3.67    1
## 3127  0.73     Ideal     E     VS2  62.2  56.0  3328 5.76 5.78 3.59    1
## 3128  0.74 Very Good     G    VVS1  63.2  56.0  3328 5.74 5.72 3.62    1
## 3129  0.82     Ideal     E     SI2  60.9  56.0  3328 6.06 6.12 3.71    1
## 3130  0.88     Ideal     I     SI1  61.7  56.0  3328 6.14 6.18 3.80    1
## 3131  1.27     Ideal     I      I1  62.3  56.0  3328 6.91 6.86 4.29    1
## 3132  0.88     Ideal     E     SI2  62.2  57.0  3329 6.08 6.20 3.82    1
## 3133  0.72     Ideal     F     VS1  62.5  54.0  3330 5.73 5.76 3.59    1
## 3134  0.70     Ideal     E     SI1  61.9  56.0  3330 5.70 5.73 3.54    1
## 3135  0.70     Ideal     E     SI1  61.1  56.0  3330 5.75 5.78 3.52    1
## 3136  0.70     Ideal     E     SI1  61.6  56.0  3330 5.70 5.72 3.52    1
## 3137  0.71 Very Good     F    VVS2  63.6  56.0  3332 5.65 5.70 3.61    1
## 3138  0.71 Very Good     D     VS1  64.1  57.0  3332 5.64 5.66 3.62    1
## 3139  0.71     Ideal     G    VVS1  61.4  59.0  3332 5.70 5.76 3.52    1
## 3140  0.77     Ideal     H     VS2  60.9  56.0  3332 5.89 5.94 3.61    1
## 3141  0.71     Ideal     E     VS1  61.8  55.0  3332 5.72 5.77 3.55    1
## 3142  0.90      Fair     E     SI1  65.0  61.0  3332 6.05 6.02 3.92    1
## 3143  0.90      Good     E     SI1  63.8  61.0  3332 6.08 6.05 3.87    1
## 3144  0.92     Ideal     J     VS1  62.4  56.0  3332 6.23 6.19 3.88    1
## 3145  0.98      Fair     G     SI2  66.6  56.0  3332 6.12 6.02 4.04    1
## 3146  0.60 Very Good     F    VVS1  61.2  58.0  3333 5.42 5.46 3.33    1
## 3147  0.71 Very Good     D     VS1  62.5  58.0  3333 5.68 5.71 3.56    1
## 3148  0.93   Premium     F     SI2  60.0  60.0  3333 6.36 6.31 3.80    1
## 3149  0.90 Very Good     I     VS2  58.4  62.0  3334 6.29 6.35 3.69    2
## 3150  0.78 Very Good     E     VS2  61.7  58.0  3334 5.90 5.93 3.65    1
## 3151  0.78     Ideal     E     VS2  62.0  55.0  3334 5.89 5.95 3.67    1
## 3152  0.72     Ideal     H    VVS2  61.6  56.0  3334 5.75 5.77 3.55    1
## 3153  0.95 Very Good     H     SI2  59.0  59.0  3335 6.38 6.51 3.77    1
## 3154  0.92      Good     D     SI2  57.8  63.0  3335 6.36 6.40 3.69    1
## 3155  0.70     Ideal     D     VS1  62.0  57.0  3335 5.69 5.76 3.55    1
## 3156  0.94   Premium     H     SI2  61.9  57.0  3335 6.29 6.21 3.87    1
## 3157  0.64     Ideal     F    VVS2  61.0  56.0  3336 5.55 5.59 3.40    1
## 3158  0.61     Ideal     D    VVS2  60.1  57.0  3336 5.53 5.58 3.34    1
## 3159  0.75     Ideal     F     SI1  61.5  55.0  3336 5.88 5.90 3.62    1
## 3160  0.75     Ideal     F     SI1  61.8  56.0  3336 5.84 5.87 3.62    1
## 3161  1.01   Premium     I     SI1  62.7  58.0  3337 6.40 6.33 3.99    1
## 3162  0.61 Very Good     E      IF  61.7  58.0  3337 5.39 5.47 3.35    1
## 3163  0.99      Fair     I     SI1  60.7  66.0  3337 6.42 6.34 3.87    1
## 3164  1.01   Premium     D     SI2  58.9  59.0  3337 6.54 6.49 3.84    1
## 3165  0.72 Very Good     F    VVS2  63.4  56.0  3338 5.68 5.71 3.61    1
## 3166  0.90 Very Good     I     VS2  62.0  63.0  3338 6.13 6.03 3.77    1
## 3167  0.90   Premium     I     VS2  61.2  62.0  3338 6.19 6.13 3.77    1
## 3168  0.81     Ideal     E     SI1  61.3  57.0  3338 6.08 6.03 3.71    1
## 3169  0.90     Ideal     G     SI2  62.5  55.0  3338 6.21 6.15 3.86    1
## 3170  0.71 Very Good     E    VVS2  63.4  58.0  3340 5.64 5.69 3.59    1
## 3171  0.91      Good     G     SI2  63.6  59.0  3340 6.11 6.15 3.90    1
## 3172  0.91 Very Good     I     VS2  63.0  58.0  3340 6.07 6.15 3.85    1
## 3173  0.91      Good     G     SI2  63.2  61.0  3340 6.01 6.27 3.88    1
## 3174  0.92      Good     F     SI2  64.2  58.0  3340 6.11 6.14 3.93    1
## 3175  0.91      Good     G     SI2  63.3  57.0  3340 6.08 6.12 3.86    1
## 3176  0.74     Ideal     F     VS1  62.0  54.8  3340 5.81 5.83 3.61    1
## 3177  1.02      Good     I     SI2  57.1  62.0  3342 6.66 6.58 3.78    1
## 3178  0.73     Ideal     F    VVS1  61.9  56.0  3342 5.83 5.76 3.59    1
## 3179  0.71     Ideal     E     VS2  61.1  56.0  3342 5.77 5.79 3.53    1
## 3180  0.73     Ideal     G     VS1  62.0  55.0  3342 5.74 5.79 3.58    1
## 3181  0.73     Ideal     G     VS1  60.8  58.0  3342 5.81 5.87 3.55    1
## 3182  0.90 Very Good     E     SI2  63.4  60.0  3342 6.07 6.02 3.83    1
## 3183  0.90      Fair     E     SI2  64.5  57.0  3342 6.13 6.09 3.94    1
## 3184  0.78   Premium     F     VS1  60.6  57.0  3342 6.00 5.95 3.62    1
## 3185  0.78     Ideal     G     VS2  61.1  56.0  3343 5.89 5.96 3.62    1
## 3186  0.77   Premium     F     VS1  62.1  60.0  3343 5.82 5.77 3.60    1
## 3187  0.57     Ideal     F    VVS1  61.3  56.0  3343 5.40 5.37 3.30    1
## 3188  0.71 Very Good     E     VS2  62.5  58.0  3344 5.69 5.73 3.57    1
## 3189  1.00   Premium     F      I1  62.4  59.0  3344 6.34 6.38 3.97    1
## 3190  0.91      Good     G     SI1  64.3  60.0  3344 6.04 6.12 3.91    1
## 3191  0.72     Ideal     G     VS2  61.7  55.0  3344 5.72 5.79 3.55    1
## 3192  0.92 Very Good     I     SI1  63.7  58.0  3345 6.12 6.18 3.92    1
## 3193  0.70     Ideal     E     VS1  62.3  54.0  3345 5.67 5.71 3.54    1
## 3194  0.78     Ideal     E     SI1  61.6  56.0  3345 5.94 6.00 3.68    1
## 3195  0.77     Ideal     D     SI1  62.5  56.0  3345 5.86 5.91 3.68    1
## 3196  0.97   Premium     H     SI2  58.8  58.0  3346 6.44 6.41 3.78    1
## 3197  0.53     Ideal     D    VVS2  61.6  56.0  3346 5.21 5.24 3.22    1
## 3198  0.73     Ideal     D     VS2  61.5  57.0  3346 5.81 5.83 3.58    1
## 3199  0.71     Ideal     E     VS1  62.3  56.0  3346 5.69 5.74 3.56    1
## 3200  0.91   Premium     F     SI2  63.0  59.0  3346 6.17 6.12 3.87    1
## 3201  0.91   Premium     F     SI2  62.9  57.0  3346 6.16 6.11 3.86    1
## 3202  0.71   Premium     F    VVS1  58.1  58.0  3347 5.92 5.88 3.43    1
## 3203  0.83   Premium     D     SI1  62.2  60.0  3347 6.01 5.98 3.73    1
## 3204  0.70   Premium     F    VVS1  61.8  60.0  3348 5.67 5.63 3.49    1
## 3205  0.70     Ideal     F    VVS1  62.2  55.0  3348 5.69 5.66 3.53    1
## 3206  0.90      Good     H     SI2  61.3  61.0  3348 6.11 6.16 3.76    1
## 3207  1.00      Fair     I     SI2  65.8  58.0  3348 6.23 6.27 4.11    1
## 3208  1.01   Premium     G      I1  59.4  61.0  3348 6.51 6.45 3.85    1
## 3209  1.01      Good     I     SI2  64.1  58.0  3349 6.26 6.31 4.03    1
## 3210  0.91      Good     D     SI2  64.1  62.0  3349 6.06 6.01 3.87    1
## 3211  0.71   Premium     H      IF  62.9  60.0  3349 5.74 5.67 3.59    1
## 3212  0.77 Very Good     F     VS1  62.8  58.0  3350 5.79 5.86 3.66    1
## 3213  0.90 Very Good     G     SI2  63.5  57.0  3350 6.09 6.13 3.88    1
## 3214  0.90      Good     G     SI2  58.5  61.0  3350 6.28 6.33 3.69    1
## 3215  0.77 Very Good     D     VS2  63.0  58.0  3351 5.81 5.85 3.67    1
## 3216  0.94 Very Good     G     SI2  62.3  59.0  3351 6.20 6.26 3.88    1
## 3217  0.63     Ideal     F    VVS2  61.2  56.0  3351 5.53 5.55 3.39    1
## 3218  0.76     Ideal     D     VS2  60.2  56.0  3352 5.92 5.95 3.57    1
## 3219  0.72     Ideal     G    VVS2  61.3  56.0  3352 5.76 5.80 3.54    1
## 3220  0.72     Ideal     G    VVS2  62.0  55.0  3352 5.72 5.76 3.56    1
## 3221  0.72     Ideal     G    VVS2  61.2  57.0  3352 5.76 5.77 3.53    1
## 3222  0.53     Ideal     E    VVS1  61.5  54.0  3352 5.25 5.23 3.22    1
## 3223  1.05   Premium     H     SI2  62.8  56.0  3352 6.54 6.47 4.08    1
## 3224  1.05   Premium     H     SI2  61.7  59.0  3352 6.59 6.53 4.05    1
## 3225  0.74   Premium     D     VS2  59.3  60.0  3353 5.89 5.91 3.50    1
## 3226  0.73 Very Good     E     VS1  62.1  60.0  3353 5.71 5.79 3.57    1
## 3227  0.90 Very Good     G     SI2  63.1  59.0  3353 6.11 6.16 3.87    1
## 3228  0.76     Ideal     D     VS1  61.1  54.0  3353 5.86 5.89 3.59    1
## 3229  0.90      Good     I     VS2  58.5  66.0  3353 6.23 6.25 3.65    1
## 3230  0.90      Good     G     SI2  61.3  60.0  3353 6.13 6.20 3.78    1
## 3231  0.94      Fair     H     SI2  66.0  50.1  3353 6.13 6.17 4.06    1
## 3232  0.81     Ideal     D     SI1  61.9  57.0  3353 6.01 5.97 3.71    1
## 3233  0.71 Very Good     F    VVS2  62.1  60.0  3354 5.69 5.72 3.54    1
## 3234  1.07      Good     F      I1  64.3  59.0  3354 6.37 6.42 4.11    1
## 3235  0.70     Ideal     G    VVS1  61.9  58.0  3354 5.67 5.74 3.53    1
## 3236  0.71     Ideal     E     VS1  62.4  57.0  3354 5.67 5.71 3.55    1
## 3237  0.71     Ideal     H      IF  63.0  57.0  3354 5.68 5.72 3.59    1
## 3238  0.81     Ideal     I     VS2  61.4  55.0  3355 6.03 6.06 3.71    1
## 3239  0.96   Premium     G     SI1  62.0  57.0  3355 6.34 6.31 3.92    1
## 3240  1.28     Ideal     H      I1  61.9  56.0  3355 6.95 6.91 4.29    1
## 3241  0.80   Premium     E     SI1  61.5  58.0  3356 5.93 5.97 3.66    1
## 3242  0.89 Very Good     F     SI2  60.2  60.0  3356 6.18 6.21 3.73    1
## 3243  0.77   Premium     F     VS1  62.7  58.0  3357 5.82 5.88 3.67    1
## 3244  0.77     Ideal     F     VS1  62.5  57.0  3357 5.88 5.90 3.68    1
## 3245  0.80     Ideal     I      IF  62.4  58.0  3357 5.90 5.96 3.70    1
## 3246  0.90      Good     H     SI1  63.8  58.0  3357 6.05 6.12 3.88    1
## 3247  0.82     Ideal     D     SI2  62.1  57.0  3357 6.04 6.00 3.74    1
## 3248  0.91      Good     D     SI1  64.0  59.0  3357 6.13 6.02 3.89    1
## 3249  0.74   Premium     E     VS1  62.8  59.0  3357 5.76 5.68 3.59    1
## 3250  0.74 Very Good     E     VS1  63.4  55.0  3357 5.78 5.76 3.66    1
## 3251  0.90 Very Good     J     VS1  60.4  58.0  3358 6.22 6.27 3.77    1
## 3252  0.70 Very Good     E     VS1  60.7  57.0  3358 5.72 5.75 3.48    1
## 3253  0.93      Fair     G     SI1  64.4  57.0  3358 6.14 6.09 3.94    1
## 3254  0.70     Ideal     F     VS1  60.3  57.0  3359 5.74 5.79 3.47    1
## 3255  1.02 Very Good     J     SI2  63.1  58.0  3359 6.38 6.34 4.01    1
## 3256  0.93     Ideal     I     SI1  61.9  57.0  3359 6.23 6.21 3.85    1
## 3257  0.78   Premium     E     VS1  60.9  57.0  3360 5.94 5.88 3.59    1
## 3258  0.70     Ideal     D     VS2  61.4  55.0  3360 5.71 5.75 3.52    1
## 3259  0.71     Ideal     E     SI1  61.9  55.0  3360 5.74 5.77 3.56    1
## 3260  0.71     Ideal     E     SI1  60.8  57.0  3360 5.80 5.84 3.54    1
## 3261  1.01   Premium     I     SI2  61.5  62.0  3360 6.41 6.37 3.93    1
## 3262  1.00   Premium     H     SI2  59.4  60.0  3360 6.55 6.49 3.87    1
## 3263  1.00      Good     I     SI1  64.3  57.0  3360 6.29 6.25 4.03    1
## 3264  1.00 Very Good     I     SI2  58.3  63.0  3360 6.53 6.50 3.80    1
## 3265  1.00     Ideal     E      I1  63.0  57.0  3360 6.35 6.32 3.99    1
## 3266  1.00   Premium     H     SI2  59.8  61.0  3360 6.24 6.17 3.71    1
## 3267  1.00   Premium     I     SI1  62.2  62.0  3360 6.39 6.33 3.96    1
## 3268  0.51   Premium     F     SI1  62.7  62.0  3360 5.09 4.96 3.15    1
## 3269  1.00 Very Good     I     SI1  59.3  63.0  3360 6.52 6.47 3.85    1
## 3270  0.70     Ideal     D     VS1  62.5  57.0  3361 5.65 5.68 3.54    1
## 3271  0.82     Ideal     F     SI1  62.1  56.0  3361 6.04 6.00 3.74    1
## 3272  0.78     Ideal     F     SI1  61.3  56.0  3362 5.92 6.00 3.64    1
## 3273  0.80     Ideal     E     SI1  61.5  58.0  3362 5.96 6.00 3.68    1
## 3274  0.91   Premium     G     SI2  61.3  60.0  3363 6.20 6.17 3.79    1
## 3275  0.76     Ideal     H    VVS1  62.1  56.0  3363 5.81 5.89 3.63    1
## 3276  0.63     Ideal     G      IF  61.9  56.0  3363 5.50 5.52 3.41    1
## 3277  0.82      Good     F     VS2  60.9  62.2  3363 5.97 6.04 3.66    1
## 3278  0.91     Ideal     H     SI2  60.3  57.0  3363 6.31 6.27 3.79    1
## 3279  0.91   Premium     H     SI2  62.7  58.0  3363 6.17 6.14 3.86    1
## 3280  0.91      Good     F     SI1  64.0  57.0  3363 6.17 6.08 3.92    1
## 3281  0.91   Premium     H     SI2  62.9  59.0  3363 6.15 6.12 3.86    1
## 3282  0.82     Ideal     H     VS1  61.5  56.0  3364 6.00 6.04 3.70    1
## 3283  0.70   Premium     D     VS1  62.5  59.0  3365 5.69 5.64 3.54    1
## 3284  0.75 Very Good     E     VS2  62.3  56.0  3365 5.79 5.84 3.62    1
## 3285  0.95 Very Good     J     VS1  62.4  57.0  3365 6.25 6.29 3.91    1
## 3286  0.83 Very Good     E     SI1  63.5  58.0  3365 5.93 5.98 3.78    1
## 3287  0.80      Good     E     VS2  63.3  59.0  3365 5.82 5.87 3.70    1
## 3288  0.74   Premium     D     VS1  62.7  56.0  3365 5.80 5.77 3.63    1
## 3289  0.71 Very Good     D     VS2  61.9  59.0  3366 5.68 5.72 3.53    1
## 3290  1.13     Ideal     F      I1  61.2  56.0  3366 6.76 6.71 4.12    1
## 3291  0.76 Very Good     H      IF  62.6  57.0  3367 5.80 5.83 3.64    1
## 3292  0.90 Very Good     F     SI2  62.4  57.0  3368 6.11 6.16 3.83    1
## 3293  0.90 Very Good     F     SI2  63.0  56.0  3368 6.09 6.16 3.86    1
## 3294  0.90 Very Good     F     SI2  62.6  56.0  3368 6.13 6.17 3.85    1
## 3295  0.80   Premium     F     VS2  62.0  61.0  3369 5.99 5.91 3.69    1
## 3296  0.69      Good     D    VVS2  61.5  61.0  3369 5.61 5.65 3.46    1
## 3297  0.80 Very Good     F     VS2  63.2  55.0  3369 5.90 5.88 3.72    1
## 3298  0.80     Ideal     F     VS2  62.7  54.0  3369 5.95 5.91 3.72    1
## 3299  0.73   Premium     E     VS1  61.2  58.0  3370 5.77 5.83 3.55    1
## 3300  0.73     Ideal     E     VS1  62.3  56.0  3370 5.75 5.80 3.60    1
## 3301  0.73 Very Good     E     VS1  60.9  61.0  3370 5.79 5.81 3.53    1
## 3302  0.84      Good     G     VS2  63.6  59.0  3370 5.89 5.94 3.76    1
## 3303  0.70     Ideal     E     VS2  61.1  56.0  3370 5.76 5.81 3.53    1
## 3304  0.90 Very Good     D     SI2  58.1  60.0  3371 6.24 6.26 3.63    1
## 3305  0.90 Very Good     D     SI2  61.0  61.0  3371 6.15 6.17 3.76    1
## 3306  0.71     Ideal     H    VVS2  61.7  57.0  3371 5.68 5.73 3.53    1
## 3307  0.71     Ideal     H    VVS2  61.9  56.0  3371 5.72 5.76 3.55    1
## 3308  0.90   Premium     H     SI2  58.3  60.0  3371 6.34 6.31 3.69    1
## 3309  0.86   Premium     F     SI1  62.6  58.0  3372 6.01 6.06 3.78    1
## 3310  0.87     Ideal     H     VS2  62.3  57.0  3372 6.08 6.12 3.80    1
## 3311  0.76     Ideal     G     VS1  61.6  56.0  3372 5.82 5.87 3.60    1
## 3312  0.71     Ideal     D     VS2  62.4  56.0  3372 5.74 5.70 3.57    1
## 3313  0.82 Very Good     E     SI1  62.0  60.0  3373 5.96 6.00 3.71    1
## 3314  0.52     Ideal     D    VVS1  62.1  54.0  3373 5.15 5.18 3.21    1
## 3315  0.81     Ideal     E     SI1  61.5  56.0  3373 6.01 6.03 3.70    1
## 3316  0.72 Very Good     E    VVS2  59.3  60.0  3374 5.87 5.83 3.47    1
## 3317  0.74     Ideal     E     VS2  61.7  56.0  3374 5.81 5.86 3.60    1
## 3318  0.70 Very Good     D     VS1  62.8  58.0  3375 5.65 5.68 3.56    1
## 3319  0.72 Very Good     D     VS1  64.1  57.0  3375 5.68 5.71 3.65    1
## 3320  0.90      Fair     H     VS2  65.6  55.0  3375 6.01 5.97 3.93    1
## 3321  1.23   Premium     F      I1  60.8  59.0  3375 6.96 6.91 4.22    1
## 3322  0.71 Very Good     E    VVS2  61.7  60.0  3376 5.70 5.74 3.53    1
## 3323  0.93      Good     F     SI2  61.3  62.0  3376 6.17 6.26 3.81    1
## 3324  0.91   Premium     I     VS2  62.4  61.0  3376 6.18 6.16 3.85    1
## 3325  0.70     Ideal     E     VS2  61.0  56.0  3376 5.76 5.79 3.52    1
## 3326  0.71     Ideal     E     SI1  61.7  55.0  3376 5.73 5.77 3.55    1
## 3327  0.91   Premium     G     SI2  60.4  61.0  3376 6.28 6.21 3.77    1
## 3328  1.01     Ideal     F      I1  62.2  54.0  3377 6.42 6.44 4.00    1
## 3329  0.79     Ideal     E     VS2  59.3  57.0  3377 6.02 6.06 3.58    1
## 3330  0.92   Premium     G     SI2  62.3  59.0  3377 6.15 6.20 3.85    1
## 3331  0.90   Premium     G     SI2  58.3  60.0  3377 6.39 6.33 3.71    1
## 3332  0.70   Premium     E    VVS2  60.6  60.0  3377 5.74 5.72 3.47    1
## 3333  0.90   Premium     H     SI1  62.0  55.0  3377 6.21 6.17 3.84    1
## 3334  0.90   Premium     I     SI1  63.0  60.0  3377 6.08 5.99 3.80    1
## 3335  0.50      Good     D      IF  63.2  59.0  3378 4.99 5.04 3.17    1
## 3336  0.50 Very Good     D      IF  62.9  59.0  3378 4.99 5.09 3.17    1
## 3337  1.03   Premium     J     SI2  62.0  58.0  3378 6.47 6.52 4.03    1
## 3338  0.73     Ideal     H      IF  61.6  55.0  3378 5.80 5.82 3.58    1
## 3339  0.62     Ideal     G      IF  60.3  57.0  3378 5.54 5.61 3.35    1
## 3340  0.95 Very Good     I     SI1  63.5  58.0  3378 6.19 6.16 3.92    1
## 3341  0.91 Very Good     E     SI2  63.4  58.0  3379 6.15 6.09 3.88    1
## 3342  0.91   Premium     E     SI2  58.5  60.0  3379 6.34 6.31 3.70    1
## 3343  0.91   Premium     E     SI2  60.0  60.0  3379 6.28 6.23 3.75    1
## 3344  0.82     Ideal     E     SI1  62.1  54.0  3380 5.98 6.03 3.73    1
## 3345  0.70      Good     G    VVS1  58.5  62.0  3380 5.80 5.82 3.40    1
## 3346  0.71     Ideal     E     VS1  62.0  57.0  3380 5.72 5.66 3.53    1
## 3347  0.71   Premium     E    VVS2  59.0  59.0  3380 5.88 5.82 3.45    1
## 3348  0.80 Very Good     G     VS1  63.5  57.0  3381 5.87 5.91 3.74    1
## 3349  0.71     Ideal     E     VS2  61.6  56.0  3381 5.71 5.75 3.53    1
## 3350  0.92      Good     I     SI1  63.3  58.0  3382 6.14 6.18 3.90    1
## 3351  0.91 Very Good     H     SI2  63.4  57.0  3382 6.10 6.18 3.89    1
## 3352  0.60     Ideal     D    VVS2  61.9  55.0  3382 5.41 5.45 3.36    1
## 3353  0.30 Very Good     I     SI1  61.2  58.0   405 4.28 4.31 2.63    1
## 3354  0.30     Ideal     G     SI2  60.6  56.0   405 4.35 4.40 2.65    1
## 3355  0.31 Very Good     I     VS2  59.3  59.0   406 4.38 4.42 2.61    1
## 3356  0.30 Very Good     I     VS2  62.7  56.0   407 4.27 4.28 2.68    1
## 3357  0.30 Very Good     I     VS2  60.7  56.0   407 4.32 4.34 2.63    1
## 3358  0.25 Very Good     G     VS2  61.9  57.0   407 4.05 4.08 2.51    1
## 3359  0.25 Very Good     G     VS2  63.0  54.0   407 4.04 4.06 2.55    1
## 3360  0.27 Very Good     E     VS1  63.8  60.0   407 4.03 4.09 2.59    1
## 3361  0.27 Very Good     E     SI1  61.2  57.0   407 4.20 4.23 2.58    1
## 3362  0.30     Ideal     I     VS2  62.3  56.0   407 4.28 4.29 2.67    1
## 3363  0.30     Ideal     I     VS2  62.4  55.0   407 4.32 4.34 2.70    1
## 3364  0.32     Ideal     G     SI2  61.3  56.0   407 4.44 4.47 2.73    1
## 3365  0.30     Ideal     H     SI1  62.0  58.0   407 4.25 4.33 2.66    1
## 3366  0.30     Ideal     H     SI1  62.9  53.0   407 4.28 4.31 2.70    1
## 3367  0.25     Ideal     G     SI1  62.3  57.0   407 4.03 4.09 2.53    1
## 3368  0.24     Ideal     F     VS2  61.8  57.0   408 3.97 3.99 2.46    1
## 3369  0.30     Ideal     H     SI2  60.0  56.0   408 4.41 4.43 2.65    1
## 3370  0.31 Very Good     G     SI2  62.3  57.0   408 4.33 4.37 2.71    1
## 3371  0.31      Good     G     SI2  63.2  55.0   408 4.31 4.33 2.73    1
## 3372  0.31   Premium     I     SI1  61.3  58.0   408 4.34 4.37 2.67    1
## 3373  0.31     Ideal     I     SI1  62.7  56.0   408 4.30 4.34 2.71    1
## 3374  0.31   Premium     J     VS1  60.7  60.0   408 4.34 4.39 2.65    1
## 3375  0.31 Very Good     I     SI1  61.4  61.0   408 4.34 4.39 2.68    1
## 3376  0.31 Very Good     G     SI2  63.0  57.0   408 4.32 4.35 2.73    1
## 3377  0.31      Good     I     SI1  63.5  56.0   408 4.28 4.32 2.73    1
## 3378  0.31 Very Good     G     SI2  61.8  59.0   408 4.30 4.34 2.67    1
## 3379  0.31   Premium     J     VS1  61.8  59.0   408 4.31 4.33 2.67    1
## 3380  0.31   Premium     I     SI1  61.5  59.0   408 4.35 4.37 2.68    1
## 3381  0.31 Very Good     F     SI2  63.0  58.0   408 4.34 4.36 2.74    1
## 3382  0.31 Very Good     I     SI1  63.0  57.0   408 4.32 4.34 2.73    1
## 3383  0.34 Very Good     F     SI1  62.8  56.0   566 4.42 4.46 2.79    1
## 3384  0.27 Very Good     E    VVS2  59.7  61.0   567 4.24 4.27 2.54    1
## 3385  0.27 Very Good     E    VVS2  59.4  64.0   567 4.16 4.19 2.48    1
## 3386  0.35 Very Good     H     VS2  60.1  56.0   567 4.61 4.64 2.78    1
## 3387  0.27 Very Good     F      IF  59.4  61.0   567 4.23 4.26 2.52    1
## 3388  0.32     Ideal     I    VVS2  62.2  54.5   567 4.38 4.42 2.74    1
## 3389  0.32     Ideal     I    VVS2  62.0  54.9   567 4.36 4.39 2.71    1
## 3390  0.30     Ideal     H    VVS2  62.5  54.0   567 4.30 4.30 2.70    1
## 3391  0.30     Ideal     F     VS2  62.6  54.0   567 4.30 4.33 2.70    1
## 3392  0.30 Very Good     I     VS1  61.8  63.0   567 4.29 4.26 2.64    1
## 3393  0.30   Premium     I     VS1  61.6  61.0   567 4.28 4.23 2.62    1
## 3394  0.28   Premium     F     VS2  59.6  61.0   567 4.28 4.25 2.54    1
## 3395  0.27   Premium     D     VS2  59.6  61.0   567 4.26 4.23 2.53    1
## 3396  0.40      Good     J     VS1  64.0  56.0   567 4.66 4.69 2.99    1
## 3397  0.31      Good     D     VS2  63.6  56.0   567 4.26 4.32 2.73    1
## 3398  0.33      Good     D     SI1  63.1  55.0   567 4.38 4.40 2.77    1
## 3399  0.33      Good     D     SI1  63.1  55.0   567 4.42 4.46 2.80    1
## 3400  0.33     Ideal     D     SI1  62.0  56.0   567 4.44 4.47 2.76    1
## 3401  0.30     Ideal     F     VS2  60.3  57.0   568 4.34 4.39 2.63    1
## 3402  0.30     Ideal     F     VS2  62.1  57.0   568 4.27 4.30 2.66    1
## 3403  0.38     Ideal     F     SI2  61.3  55.0   568 4.67 4.69 2.87    1
## 3404  0.38     Ideal     F     SI2  62.0  55.0   568 4.67 4.69 2.90    1
## 3405  0.38     Ideal     F     SI2  60.9  56.0   568 4.69 4.74 2.87    1
## 3406  0.39     Ideal     J     SI1  61.0  56.0   568 4.71 4.73 2.88    1
## 3407  0.31     Ideal     F     SI1  61.2  55.0   568 4.37 4.40 2.68    1
## 3408  0.36   Premium     I     VS1  62.0  59.0   568 4.53 4.60 2.83    1
## 3409  0.30 Very Good     D     VS2  61.0  57.0   568 4.32 4.34 2.64    1
## 3410  0.36      Good     H     VS2  63.7  55.0   568 4.49 4.52 2.87    1
## 3411  0.36 Very Good     H     VS2  61.0  60.0   568 4.55 4.60 2.79    1
## 3412  0.36   Premium     H     VS2  60.9  59.0   568 4.58 4.62 2.80    1
## 3413  0.90      Fair     D     SI1  66.4  59.0  3382 5.97 5.92 3.95    1
## 3414  0.90 Very Good     I     VS2  63.2  54.0  3382 6.10 6.08 3.85    1
## 3415  1.02     Ideal     G      I1  61.5  56.0  3382 6.49 6.46 3.98    1
## 3416  0.70     Ideal     G     VS1  60.5  56.0  3384 5.77 5.79 3.50    1
## 3417  0.70     Ideal     G     VS1  61.9  55.0  3384 5.67 5.71 3.52    1
## 3418  0.70     Ideal     G     VS1  60.6  57.0  3384 5.73 5.79 3.50    1
## 3419  0.79     Ideal     E     SI1  62.0  57.0  3384 5.92 5.96 3.68    1
## 3420  0.95      Fair     D     SI2  64.4  60.0  3384 6.06 6.02 3.89    1
## 3421  0.71   Premium     H      IF  60.2  61.0  3384 5.80 5.76 3.48    1
## 3422  0.76     Ideal     D     VS2  61.2  57.0  3384 5.91 5.89 3.61    1
## 3423  0.78 Very Good     E     SI1  59.8  57.0  3385 5.98 6.02 3.59    1
## 3424  0.90   Premium     I     VS2  59.1  59.0  3385 6.28 6.24 3.70    1
## 3425  0.90   Premium     G     SI2  62.8  61.0  3385 6.14 6.09 3.84    1
## 3426  0.72     Ideal     E     VS2  61.5  56.0  3385 5.71 5.77 3.53    1
## 3427  0.91 Very Good     G     SI2  64.0  61.0  3387 6.05 6.08 3.88    1
## 3428  0.91 Very Good     G     SI2  62.0  58.0  3387 6.13 6.20 3.82    1
## 3429  0.90   Premium     H     SI1  62.6  58.0  3387 6.12 6.08 3.82    1
## 3430  0.90   Premium     H     SI1  61.0  59.0  3387 6.16 6.11 3.74    1
## 3431  0.90   Premium     H     SI1  62.1  61.0  3387 6.11 6.07 3.78    1
## 3432  0.90 Very Good     H     SI1  62.3  63.0  3387 6.13 6.06 3.80    1
## 3433  0.90   Premium     H     SI1  62.8  62.0  3387 6.09 6.05 3.81    1
## 3434  0.90      Fair     H     SI1  65.4  56.0  3387 6.11 6.04 3.97    1
## 3435  0.90      Fair     I     VS1  65.2  60.0  3387 6.00 5.96 3.90    1
## 3436  0.77     Ideal     F     VS1  62.1  57.0  3387 5.88 5.84 3.64    1
## 3437  0.90 Very Good     H     SI1  63.4  58.0  3387 6.16 6.11 3.89    1
## 3438  0.90   Premium     H     SI1  61.4  60.0  3387 6.13 6.08 3.75    1
## 3439  1.00      Fair     F     SI1  68.7  55.0  3387 6.06 5.88 4.11    1
## 3440  1.01     Ideal     E      I1  62.0  57.0  3388 6.37 6.41 3.96    1
## 3441  0.91 Very Good     G     SI2  61.8  59.0  3388 6.17 6.23 3.83    1
## 3442  0.90 Very Good     H     SI1  63.0  55.0  3388 6.12 6.16 3.87    1
## 3443  0.90 Very Good     H     SI1  63.2  59.0  3388 6.08 6.14 3.86    1
## 3444  1.10   Premium     H     SI2  59.2  59.0  3388 6.80 6.74 4.01    1
## 3445  0.74     Ideal     G    VVS1  62.1  56.0  3388 5.78 5.82 3.60    1
## 3446  0.70   Premium     E    VVS2  61.0  59.0  3389 5.64 5.71 3.50    1
## 3447  0.74 Very Good     G     VS1  60.9  59.0  3389 5.90 5.86 3.58    1
## 3448  0.73     Ideal     G     VS2  60.2  55.0  3389 5.85 5.90 3.54    1
## 3449  0.78     Ideal     D     SI1  62.2  55.0  3389 5.92 5.95 3.69    1
## 3450  0.88   Premium     D     SI2  60.9  61.0  3390 6.16 6.13 3.74    1
## 3451  0.79     Ideal     E     SI2  61.0  57.0  3390 6.00 5.95 3.65    1
## 3452  0.90      Good     E     SI1  63.8  61.0  3391 6.05 6.08 3.87    1
## 3453  0.90 Very Good     G     SI2  61.2  57.0  3391 6.19 6.23 3.80    1
## 3454  0.72     Ideal     I     VS2  60.3  57.0  3391 5.82 5.86 3.52    1
## 3455  0.72     Ideal     I     VS2  61.4  56.0  3391 5.77 5.83 3.56    1
## 3456  1.06   Premium     J     SI2  62.9  59.0  3391 6.43 6.39 4.03    1
## 3457  0.84 Very Good     I    VVS2  61.7  56.0  3392 6.03 6.07 3.74    1
## 3458  0.91   Premium     G     SI1  58.0  59.0  3392 6.45 6.38 3.72    1
## 3459  0.85     Ideal     I     SI1  61.4  56.0  3392 6.06 6.12 3.74    1
## 3460  1.04   Premium     E     SI2  60.1  58.0  3392 6.65 6.56 3.97    1
## 3461  1.04   Premium     E     SI2  61.6  59.0  3392 6.51 6.47 4.00    1
## 3462  0.77      Good     F     VS1  59.3  56.0  3393 5.98 6.03 3.56    1
## 3463  0.71      Good     F      IF  62.1  62.0  3393 5.68 5.79 3.56    1
## 3464  0.83   Premium     F     VS2  62.0  59.0  3393 6.00 5.96 3.71    1
## 3465  0.76 Very Good     G    VVS2  61.5  59.0  3394 5.83 5.91 3.61    1
## 3466  0.94 Very Good     H     SI2  61.9  57.0  3394 6.21 6.29 3.87    1
## 3467  1.01   Premium     E      I1  59.8  58.0  3394 6.57 6.53 3.92    1
## 3468  1.01      Good     I     SI1  58.4  64.0  3394 6.51 6.48 3.79    1
## 3469  1.01   Premium     H     SI2  61.9  61.0  3394 6.34 6.29 3.91    1
## 3470  1.01   Premium     H     SI2  60.9  59.0  3394 6.42 6.35 3.89    1
## 3471  1.05 Very Good     J     SI2  60.9  60.0  3395 6.51 6.59 3.99    1
## 3472  0.73     Ideal     G    VVS2  62.1  56.0  3396 5.78 5.81 3.59    1
## 3473  0.61     Ideal     D    VVS2  62.2  54.0  3397 5.41 5.45 3.38    1
## 3474  0.81     Ideal     G     VS2  61.5  55.0  3397 6.00 6.06 3.71    1
## 3475  0.79 Very Good     F     VS1  58.6  57.0  3398 6.08 6.14 3.58    1
## 3476  0.90      Good     H     SI1  63.2  61.0  3398 6.12 6.03 3.84    1
## 3477  0.90   Premium     I     VS2  61.9  58.0  3398 6.18 6.23 3.84    1
## 3478  0.90 Very Good     G     SI2  62.3  58.0  3398 6.15 6.20 3.85    1
## 3479  0.90   Premium     I     VS2  61.8  59.0  3398 6.15 6.21 3.82    1
## 3480  0.90 Very Good     I     VS2  62.4  58.0  3398 6.12 6.16 3.83    1
## 3481  0.90      Good     I     VS2  62.5  59.0  3398 6.06 6.13 3.81    1
## 3482  0.90      Good     I     VS1  62.8  57.0  3398 6.07 6.16 3.84    1
## 3483  0.85   Premium     D     SI2  58.5  60.0  3398 6.23 6.21 3.64    1
## 3484  0.81     Ideal     G     VS2  60.8  60.0  3398 5.98 6.00 3.64    1
## 3485  1.01      Good     J     SI1  62.8  58.0  3399 6.28 6.33 3.96    1
## 3486  1.01      Good     I     SI2  62.6  59.0  3399 6.24 6.35 3.94    1
## 3487  1.01      Good     I     SI2  61.8  62.0  3399 6.28 6.35 3.90    1
## 3488  0.70     Ideal     F     VS1  61.6  55.0  3399 5.68 5.71 3.51    1
## 3489  0.70     Ideal     F     VS1  61.6  56.0  3399 5.65 5.72 3.50    1
## 3490  0.92   Premium     F     SI1  58.5  57.0  3400 6.39 6.37 3.73    1
## 3491  0.90      Good     E     SI1  64.3  62.0  3400 6.00 6.07 3.88    1
## 3492  0.88   Premium     G     VS2  61.1  58.0  3400 6.19 6.15 3.77    1
## 3493  0.92     Ideal     F     SI1  62.2  55.0  3400 6.25 6.19 3.87    1
## 3494  0.74   Premium     E     VS1  61.1  58.0  3401 5.84 5.81 3.56    1
## 3495  0.90      Good     E     SI2  63.2  57.0  3401 6.06 6.15 3.86    1
## 3496  0.90      Good     E     SI2  63.4  60.0  3401 6.02 6.07 3.83    1
## 3497  0.78 Very Good     F     VS1  60.6  57.0  3401 5.95 6.00 3.62    1
## 3498  0.76     Ideal     D     VS2  61.8  55.0  3401 5.85 5.89 3.63    1
## 3499  0.76     Ideal     E     SI1  61.2  56.0  3401 5.88 5.91 3.61    1
## 3500  0.74     Ideal     G    VVS1  61.9  54.0  3402 5.80 5.84 3.60    1
## 3501  0.81   Premium     G     VS1  61.7  59.0  3402 6.07 5.96 3.71    1
## 3502  0.75     Ideal     E     VS1  62.0  55.0  3402 5.88 5.83 3.66    1
## 3503  1.14      Fair     J     SI2  64.4  55.0  3403 6.56 6.54 4.22    1
## 3504  0.70   Premium     E      IF  62.9  59.0  3403 5.66 5.59 3.40    1
## 3505  0.85     Ideal     G     SI1  62.2  56.0  3403 6.06 6.09 3.78    1
## 3506  0.91   Premium     D     SI2  62.0  62.0  3403 6.25 6.16 3.85    1
## 3507  0.81 Very Good     H     VS1  62.5  57.0  3404 5.94 5.96 3.72    1
## 3508  0.71     Ideal     F     VS1  61.5  57.0  3404 5.70 5.74 3.52    1
## 3509  0.71     Ideal     F     VS1  61.1  56.0  3404 5.75 5.78 3.52    1
## 3510  0.71     Ideal     F     VS1  61.5  57.0  3404 5.73 5.76 3.53    1
## 3511  0.81     Ideal     E     SI1  62.3  57.0  3404 5.95 5.99 3.72    1
## 3512  0.91 Very Good     F     SI2  63.0  59.0  3405 6.12 6.17 3.87    1
## 3513  0.72 Very Good     G      IF  63.3  54.0  3405 5.64 5.73 3.60    1
## 3514  0.71     Ideal     F     VS2  62.2  55.0  3405 5.72 5.76 3.57    1
## 3515  1.00   Premium     F      I1  62.4  59.0  3405 6.38 6.34 3.97    1
## 3516  0.71 Very Good     D     VS1  63.2  57.0  3406 5.63 5.67 3.57    1
## 3517  0.71     Ideal     D     VS1  61.3  56.0  3406 5.75 5.77 3.53    1
## 3518  0.90 Very Good     I     SI1  61.0  58.0  3407 6.19 6.23 3.79    1
## 3519  0.90 Very Good     I     SI1  61.8  56.0  3407 6.19 6.24 3.84    1
## 3520  0.90   Premium     G     SI1  60.6  60.0  3407 6.22 6.15 3.75    1
## 3521  0.92      Fair     E     SI1  65.6  57.0  3407 6.10 6.07 3.99    1
## 3522  1.04      Good     J     SI1  64.2  58.0  3407 6.42 6.34 4.10    1
## 3523  0.90   Premium     G     SI1  60.6  61.0  3407 6.16 6.12 3.72    1
## 3524  0.91      Good     D     SI2  64.1  62.0  3408 6.01 6.06 3.87    1
## 3525  0.91 Very Good     H     SI2  58.4  63.0  3408 6.29 6.24 3.66    1
## 3526  0.83   Premium     F     VS2  61.9  58.0  3408 6.05 6.01 3.73    1
## 3527  0.72     Ideal     E     VS1  61.2  56.0  3409 5.78 5.83 3.55    1
## 3528  0.72     Ideal     E     SI1  60.5  55.0  3409 5.80 5.86 3.53    1
## 3529  0.72     Ideal     E     SI1  60.8  57.0  3409 5.77 5.80 3.52    1
## 3530  0.70   Premium     D     VS1  62.5  60.0  3410 5.67 5.62 3.53    1
## 3531  0.73 Very Good     D     VS2  60.5  59.0  3411 5.76 5.84 3.51    1
## 3532  0.73     Ideal     G     VS1  60.7  57.0  3411 5.85 5.81 3.54    1
## 3533  1.01      Good     I     SI2  64.1  58.0  3411 6.31 6.26 4.03    1
## 3534  1.01   Premium     I     SI2  61.6  59.0  3411 6.40 6.35 3.93    1
## 3535  1.07     Ideal     H      I1  62.1  55.0  3412 6.55 6.59 4.08    1
## 3536  0.73     Ideal     D     VS2  62.7  53.0  3412 5.76 5.79 3.62    1
## 3537  0.74 Very Good     G    VVS2  61.3  56.0  3413 5.85 5.90 3.60    1
## 3538  0.79     Ideal     G     VS1  62.0  56.0  3413 5.91 5.93 3.67    1
## 3539  0.81     Ideal     E     SI1  60.3  56.0  3413 6.05 6.13 3.67    1
## 3540  0.91   Premium     H     SI1  60.9  58.0  3414 6.26 6.22 3.80    1
## 3541  0.76 Very Good     E     VS1  62.1  58.0  3415 5.84 5.89 3.64    1
## 3542  1.07     Ideal     H     SI1  61.5  54.0  3415 6.64 6.60 4.07    1
## 3543  0.77 Very Good     F    VVS2  63.5  59.0  3415 5.77 5.72 3.65    1
## 3544  1.07      Good     F      I1  64.3  59.0  3415 6.42 6.37 4.11    1
## 3545  1.21      Good     G      I1  64.0  59.0  3415 6.78 6.73 4.32    1
## 3546  1.00   Premium     J     SI1  62.7  57.0  3416 6.40 6.33 3.99    1
## 3547  0.74      Good     E     VS1  63.4  55.0  3416 5.76 5.78 3.66    1
## 3548  0.74 Very Good     E     VS1  62.8  59.0  3416 5.68 5.76 3.59    1
## 3549  0.92 Very Good     H     SI2  62.8  59.0  3417 6.14 6.16 3.86    1
## 3550  0.79     Ideal     H    VVS2  62.4  56.0  3417 5.91 5.94 3.70    1
## 3551  0.72     Ideal     H    VVS2  61.7  55.0  3417 5.77 5.80 3.57    1
## 3552  0.72     Ideal     H    VVS2  61.8  55.0  3417 5.75 5.77 3.56    1
## 3553  1.01   Premium     H     SI1  59.2  58.0  3417 6.58 6.56 3.89    1
## 3554  0.90 Very Good     J     VS1  62.4  58.0  3418 6.15 6.19 3.85    1
## 3555  0.90     Ideal     J     VS1  62.1  57.0  3418 6.16 6.18 3.83    1
## 3556  0.93      Good     F     SI2  59.4  61.0  3418 6.24 6.25 3.71    1
## 3557  0.86      Fair     G     VS2  66.5  54.1  3418 5.89 5.97 3.94    1
## 3558  1.09 Very Good     E     SI2  63.1  58.0  3418 6.51 6.46 4.09    1
## 3559  0.80 Very Good     D     VS2  60.6  63.0  3419 5.94 5.90 3.59    1
## 3560  0.70     Ideal     E     VS1  60.5  56.0  3419 5.78 5.83 3.51    1
## 3561  0.70     Ideal     D     VS1  61.7  57.0  3419 5.71 5.74 3.53    1
## 3562  0.75     Ideal     E     SI1  61.4  56.0  3419 5.83 5.89 3.60    1
## 3563  0.70      Good     E     VS1  58.4  61.0  3419 5.85 5.89 3.43    1
## 3564  0.70      Good     E     VS1  58.4  60.0  3419 5.84 5.87 3.42    1
## 3565  0.96 Very Good     D     SI2  60.2  63.0  3419 6.36 6.30 3.81    1
## 3566  0.96      Good     D     SI2  64.0  62.0  3419 6.16 6.13 3.93    1
## 3567  0.72 Very Good     F    VVS2  63.6  59.0  3420 5.65 5.70 3.61    1
## 3568  0.78 Very Good     E     VS1  60.9  57.0  3420 5.94 5.88 3.59    1
## 3569  0.71 Very Good     D     VS1  62.0  61.0  3420 5.71 5.74 3.55    1
## 3570  0.82     Ideal     H    VVS1  62.9  56.0  3420 5.99 5.91 3.74    1
## 3571  0.80     Ideal     F     SI1  60.5  57.0  3420 6.02 6.07 3.66    1
## 3572  0.93 Very Good     F     SI2  63.5  58.0  3420 6.14 6.05 3.87    1
## 3573  1.01   Premium     J     SI2  63.0  60.0  3421 6.38 6.31 4.00    1
## 3574  0.71     Ideal     E     VS2  62.0  55.0  3421 5.72 5.77 3.56    1
## 3575  0.71     Ideal     F     SI1  61.2  55.0  3421 5.76 5.80 3.54    1
## 3576  0.59     Ideal     E    VVS1  60.7  57.0  3422 5.41 5.45 3.29    1
## 3577  0.81     Ideal     I     VS1  61.8  56.0  3422 5.97 6.00 3.70    1
## 3578  0.81     Ideal     F     SI1  61.5  57.0  3422 6.01 6.06 3.71    1
## 3579  0.90      Good     E     SI2  61.9  62.0  3422 6.14 6.18 3.81    1
## 3580  1.00      Good     J     VS2  57.6  58.0  3422 6.59 6.56 3.79    1
## 3581  1.00      Fair     J     VS2  65.3  61.0  3422 6.33 6.13 4.03    1
## 3582  0.91      Good     F     SI1  64.0  57.0  3423 6.08 6.17 3.92    1
## 3583  0.91   Premium     G     SI2  61.3  60.0  3423 6.17 6.20 3.79    1
## 3584  0.91   Premium     H     SI2  62.7  58.0  3423 6.14 6.17 3.86    1
## 3585  0.91     Ideal     H     SI2  60.3  57.0  3423 6.27 6.31 3.79    1
## 3586  0.76     Ideal     H    VVS1  61.8  57.0  3423 5.82 5.86 3.61    1
## 3587  0.90      Good     J     VS2  57.9  63.0  3423 6.32 6.35 3.67    1
## 3588  0.90      Good     J     VS2  62.3  64.0  3423 6.09 6.17 3.82    1
## 3589  1.09      Good     G     SI2  57.4  61.0  3424 6.82 6.75 3.89    1
## 3590  0.76     Ideal     H     VS1  61.6  56.0  3424 5.85 5.90 3.62    1
## 3591  0.90      Good     D     SI2  63.5  62.0  3425 6.09 6.13 3.88    1
## 3592  0.70   Premium     D     VS1  61.2  60.0  3425 5.69 5.71 3.49    1
## 3593  0.71 Very Good     G     VS1  62.0  53.0  3425 5.72 5.76 3.56    1
## 3594  0.91     Ideal     G     SI2  62.2  57.0  3425 6.18 6.24 3.86    1
## 3595  0.93      Good     G     SI2  64.5  56.3  3425 6.08 6.14 3.94    1
## 3596  0.91      Good     H     SI1  63.9  60.0  3425 6.13 6.08 3.90    1
## 3597  1.04      Good     J     SI2  64.2  59.0  3425 6.47 6.38 4.13    1
## 3598  1.00      Fair     J     SI1  64.9  58.0  3427 6.29 6.23 4.06    1
## 3599  1.00 Very Good     G     SI2  58.2  63.0  3427 6.53 6.49 3.79    1
## 3600  0.72     Ideal     E     VS2  61.7  55.0  3427 5.80 5.77 3.57    1
## 3601  1.02      Good     H     SI2  58.6  64.0  3427 6.32 6.26 3.68    1
## 3602  1.00   Premium     G     SI2  60.7  59.0  3427 6.45 6.41 3.90    1
## 3603  0.90      Good     F     SI1  64.3  57.0  3427 6.08 6.01 3.89    1
## 3604  0.90     Ideal     G     SI2  62.7  55.0  3428 6.11 6.17 3.85    1
## 3605  0.82     Ideal     F     SI1  61.1  56.0  3428 6.06 6.08 3.71    1
## 3606  0.77      Good     D     VS2  64.3  56.0  3428 5.84 5.77 3.73    1
## 3607  1.05     Ideal     I     VS2  62.2  56.0  3428 6.52 6.50 4.05    1
## 3608  0.77 Very Good     D     VS2  63.1  57.0  3428 5.86 5.83 3.69    1
## 3609  0.77   Premium     D     VS2  61.2  59.0  3428 5.91 5.86 3.60    1
## 3610  0.77   Premium     D     VS2  61.3  60.0  3428 5.92 5.89 3.62    1
## 3611  0.70 Very Good     E    VVS2  61.5  58.0  3429 5.67 5.71 3.50    1
## 3612  0.78 Very Good     F     VS2  62.2  58.0  3429 5.86 5.90 3.66    1
## 3613  0.80   Premium     F     VS2  61.6  58.0  3429 5.98 6.03 3.70    1
## 3614  0.80     Ideal     F     VS2  62.7  54.0  3429 5.91 5.95 3.72    1
## 3615  0.80      Good     F     VS2  63.2  55.0  3429 5.88 5.90 3.72    1
## 3616  0.73     Ideal     E     VS2  61.6  56.0  3429 5.80 5.82 3.58    1
## 3617  0.89     Ideal     E     SI2  62.4  56.0  3429 6.04 6.08 3.78    1
## 3618  0.73     Ideal     H      IF  61.4  59.0  3429 5.77 5.83 3.56    1
## 3619  0.90   Premium     I     VS2  59.8  61.0  3431 6.22 6.13 3.69    1
## 3620  0.90   Premium     I     VS2  62.4  60.0  3431 6.16 6.06 3.81    1
## 3621  0.76     Ideal     E     VS2  62.1  56.0  3431 5.83 5.87 3.63    1
## 3622  0.71     Ideal     G     VS1  61.7  56.0  3431 5.72 5.75 3.53    1
## 3623  0.71     Ideal     G     VS1  61.8  57.0  3431 5.69 5.73 3.53    1
## 3624  0.71     Ideal     G     VS1  61.7  57.0  3431 5.70 5.75 3.53    1
## 3625  0.71     Ideal     G     VS1  61.6  55.0  3431 5.71 5.75 3.53    1
## 3626  0.71     Ideal     G     VS1  61.5  55.0  3431 5.72 5.77 3.54    1
## 3627  0.71     Ideal     G     VS1  60.7  57.0  3431 5.76 5.80 3.51    1
## 3628  0.71     Ideal     G     VS1  61.8  55.0  3431 5.71 5.76 3.55    1
## 3629  0.79 Very Good     D     SI1  59.7  57.0  3432 5.96 5.99 3.57    1
## 3630  0.74     Ideal     G     VS2  61.2  56.0  3434 5.82 5.85 3.57    1
## 3631  0.91 Very Good     G     SI2  60.4  61.0  3435 6.21 6.28 3.77    1
## 3632  0.75     Ideal     E     VS2  61.9  57.0  3435 5.81 5.83 3.60    1
## 3633  0.71     Ideal     E     VS1  61.4  57.0  3435 5.81 5.78 3.56    1
## 3634  0.79      Good     F     VS1  57.7  58.0  3436 6.06 6.14 3.52    1
## 3635  0.90 Very Good     G     SI2  64.2  60.0  3437 6.02 6.09 3.89    1
## 3636  0.90 Very Good     H     SI1  62.8  58.0  3437 6.13 6.16 3.86    1
## 3637  0.90 Very Good     H     SI1  62.8  57.0  3437 6.14 6.18 3.87    1
## 3638  0.90   Premium     F     SI1  62.6  62.0  3437 6.13 6.11 3.83    1
## 3639  0.90      Fair     F     SI1  65.1  56.0  3437 6.08 6.05 3.95    1
## 3640  0.93   Premium     H     SI2  63.0  59.0  3437 6.16 6.11 3.86    1
## 3641  0.93   Premium     H     SI1  60.9  61.0  3437 6.24 6.20 3.79    1
## 3642  0.91 Very Good     E     SI2  58.5  60.0  3438 6.31 6.34 3.70    1
## 3643  0.91 Very Good     E     SI2  60.0  60.0  3438 6.23 6.28 3.75    1
## 3644  0.73     Ideal     I     VS2  60.8  56.0  3438 5.82 5.85 3.55    1
## 3645  0.82     Ideal     F     SI1  61.3  55.0  3439 6.06 6.08 3.72    1
## 3646  1.01     Ideal     F      I1  62.2  54.0  3439 6.44 6.42 4.00    1
## 3647  0.73     Ideal     D     VS2  62.0  56.0  3440 5.74 5.78 3.57    1
## 3648  0.85     Ideal     E     SI2  60.7  55.0  3441 6.14 6.19 3.74    1
## 3649  0.80   Premium     D     SI1  62.9  60.0  3441 5.94 5.89 3.72    1
## 3650  0.73 Very Good     F    VVS2  61.9  59.0  3442 5.72 5.84 3.58    1
## 3651  0.53     Ideal     D    VVS1  62.1  57.0  3442 5.15 5.18 3.21    1
## 3652  0.77     Ideal     D     VS2  61.3  56.0  3442 5.87 5.90 3.61    1
## 3653  0.86     Ideal     G     SI2  61.9  55.0  3442 6.11 6.14 3.79    1
## 3654  0.82 Very Good     I    VVS1  62.8  58.0  3443 5.95 5.99 3.75    1
## 3655  0.76      Good     D     VS2  63.5  55.0  3443 5.81 5.85 3.70    1
## 3656  0.76     Ideal     D     VS2  61.2  57.0  3443 5.89 5.91 3.61    1
## 3657  1.00      Fair     F     SI2  65.7  61.0  3443 6.13 6.11 4.02    1
## 3658  1.09      Fair     J     VS2  64.6  58.0  3443 6.48 6.41 4.16    1
## 3659  1.22 Very Good     J     SI2  63.5  58.0  3443 6.80 6.75 4.30    1
## 3660  1.03     Ideal     F      I1  61.1  55.0  3444 6.51 6.54 3.99    1
## 3661  0.71 Very Good     H      IF  60.2  61.0  3444 5.76 5.80 3.48    1
## 3662  1.03   Premium     F      I1  62.3  59.0  3444 6.42 6.46 4.01    1
## 3663  1.02   Premium     J     SI1  58.9  62.0  3444 6.51 6.43 3.81    1
## 3664  0.78   Premium     E     VS1  62.5  57.0  3444 5.94 5.90 3.70    1
## 3665  0.90 Very Good     I     VS2  61.4  58.0  3445 6.16 6.26 3.81    1
## 3666  0.90 Very Good     G     SI2  62.0  59.0  3445 6.14 6.19 3.82    1
## 3667  0.90   Premium     G     SI2  60.4  58.0  3445 6.25 6.30 3.79    1
## 3668  0.90 Very Good     G     SI2  61.1  55.0  3445 6.21 6.26 3.81    1
## 3669  0.90     Ideal     J     SI1  62.7  56.0  3445 6.21 6.16 3.88    1
## 3670  0.70      Good     F    VVS2  62.5  58.0  3445 5.68 5.75 3.57    1
## 3671  0.91 Very Good     G     SI1  63.1  63.0  3445 6.16 6.11 3.87    1
## 3672  0.78   Premium     F     VS1  61.5  58.0  3446 5.93 5.98 3.66    1
## 3673  0.51     Ideal     D      IF  62.0  56.0  3446 5.14 5.18 3.20    1
## 3674  0.76     Ideal     F     VS1  61.6  56.0  3446 5.87 5.91 3.63    1
## 3675  0.51     Ideal     D      IF  62.1  55.0  3446 5.12 5.13 3.19    1
## 3676  0.70     Ideal     E     VS1  61.0  56.0  3446 5.70 5.77 3.50    1
## 3677  0.81     Ideal     H     SI1  61.4  56.0  3446 6.00 6.05 3.70    1
## 3678  0.90 Very Good     H     SI1  62.6  58.0  3447 6.08 6.12 3.82    1
## 3679  0.90 Very Good     I     VS1  62.6  58.0  3447 6.14 6.17 3.85    1
## 3680  0.90      Good     I     VS1  62.8  59.0  3447 6.11 6.18 3.86    1
## 3681  0.90      Good     H     SI1  62.8  62.0  3447 6.05 6.09 3.81    1
## 3682  0.90 Very Good     H     SI1  61.0  59.0  3447 6.11 6.16 3.74    1
## 3683  0.90 Very Good     H     SI1  62.3  63.0  3447 6.06 6.13 3.80    1
## 3684  0.90 Very Good     H     SI1  58.7  59.0  3447 6.30 6.35 3.71    1
## 3685  0.70   Premium     G      IF  60.0  59.0  3447 5.75 5.79 3.46    1
## 3686  0.90      Good     H     SI1  62.1  61.0  3447 6.07 6.11 3.78    1
## 3687  0.76   Premium     E     VS2  60.5  56.0  3447 5.98 5.95 3.61    1
## 3688  0.70     Ideal     D     VS2  62.7  57.0  3448 5.65 5.67 3.55    1
## 3689  0.72 Very Good     G    VVS2  60.1  60.0  3449 5.79 5.82 3.49    1
## 3690  1.04 Very Good     I     SI2  61.6  58.0  3449 6.47 6.58 4.02    1
## 3691  0.90 Very Good     E     SI2  64.2  54.0  3449 6.08 6.11 3.91    1
## 3692  0.90      Good     E     SI1  63.8  56.0  3449 6.17 6.09 3.91    1
## 3693  1.00   Premium     E     SI2  62.9  61.0  3450 6.30 6.23 3.94    1
## 3694  1.00      Good     E     SI2  64.3  58.0  3450 6.18 6.11 3.95    1
## 3695  0.72     Ideal     D     VS2  62.1  54.0  3450 5.76 5.81 3.59    1
## 3696  1.00     Ideal     E     SI2  62.9  56.0  3450 6.32 6.30 3.97    2
## 3697  1.00   Premium     E     SI2  61.0  59.0  3450 6.40 6.33 3.88    1
## 3698  1.01     Ideal     E      I1  62.0  57.0  3450 6.41 6.37 3.96    1
## 3699  0.70   Premium     G    VVS2  59.3  54.0  3450 5.89 5.78 3.46    1
## 3700  0.77   Premium     F    VVS2  60.5  56.0  3450 5.94 5.90 3.58    1
## 3701  1.00   Premium     E     SI2  58.5  59.0  3450 6.62 6.51 3.84    1
## 3702  0.70     Ideal     G     VS2  61.6  56.0  3451 5.70 5.73 3.52    1
## 3703  1.02     Ideal     J    VVS2  62.7  57.0  3451 6.45 6.37 4.02    1
## 3704  0.93 Very Good     H     SI2  61.9  57.0  3452 6.25 6.31 3.89    1
## 3705  0.90 Very Good     G     SI2  63.1  55.0  3452 6.16 6.13 3.88    1
## 3706  0.84 Very Good     E     SI1  58.8  58.0  3453 6.16 6.28 3.66    1
## 3707  0.73     Ideal     E     SI1  61.5  56.0  3453 5.79 5.82 3.57    1
## 3708  0.82     Ideal     F     VS2  61.9  57.0  3453 5.99 5.96 3.70    1
## 3709  0.91   Premium     H     SI2  60.9  61.0  3453 6.24 6.18 3.78    1
## 3710  0.90      Good     F     SI2  63.9  55.0  3453 6.15 6.12 3.92    1
## 3711  0.74     Ideal     F     VS2  61.9  57.0  3454 5.79 5.81 3.59    1
## 3712  0.30 Very Good     E     VS1  63.0  57.0   568 4.25 4.29 2.69    1
## 3713  0.36      Good     H     VS2  63.5  54.0   568 4.55 4.59 2.90    1
## 3714  0.36     Ideal     I     VS1  60.5  57.0   568 4.56 4.59 2.77    1
## 3715  0.36      Good     I     VS1  63.3  56.0   568 4.51 4.56 2.87    1
## 3716  0.36     Ideal     H     VS2  62.1  55.0   568 4.57 4.58 2.84    1
## 3717  0.36     Ideal     I     VS1  62.1  56.0   568 4.55 4.59 2.84    1
## 3718  0.30      Good     D     VS2  63.1  58.0   568 4.26 4.30 2.70    1
## 3719  0.36     Ideal     H     VS2  62.1  55.0   568 4.57 4.61 2.85    1
## 3720  0.30      Good     E     VS1  63.2  57.0   568 4.26 4.29 2.70    1
## 3721  0.36 Very Good     H     VS2  60.0  62.0   568 4.58 4.62 2.76    1
## 3722  0.36 Very Good     I     VS1  60.9  61.0   568 4.58 4.61 2.80    1
## 3723  0.36 Very Good     I     VS1  60.3  60.0   568 4.58 4.64 2.78    1
## 3724  0.36     Ideal     I     VS1  62.1  57.0   568 4.54 4.58 2.83    1
## 3725  0.26 Very Good     E    VVS2  60.5  55.0   569 4.10 4.16 2.50    1
## 3726  0.35     Ideal     J      IF  61.8  55.0   569 4.54 4.56 2.81    1
## 3727  0.35     Ideal     J      IF  61.8  53.0   569 4.58 4.61 2.84    1
## 3728  0.30     Ideal     F     VS2  61.1  55.0   569 4.37 4.32 2.66    1
## 3729  0.30     Ideal     F     VS2  62.3  58.0   569 4.26 4.23 2.64    1
## 3730  0.33     Ideal     I    VVS1  61.7  55.7   570 4.43 4.45 2.74    1
## 3731  0.41      Good     G     SI2  63.7  55.0   570 4.70 4.75 3.01    1
## 3732  0.30      Good     F     VS1  63.7  56.0   570 4.26 4.28 2.72    1
## 3733  0.30   Premium     E     VS2  61.7  60.0   570 4.28 4.31 2.65    1
## 3734  0.30     Ideal     F     VS1  61.7  56.0   570 4.32 4.34 2.67    1
## 3735  0.30     Ideal     F     VS1  61.0  56.0   570 4.35 4.37 2.66    1
## 3736  0.30   Premium     F     VS1  61.0  58.0   570 4.33 4.36 2.65    1
## 3737  0.30 Very Good     F     VS1  61.0  60.0   570 4.30 4.22 2.60    1
## 3738  0.30     Ideal     F     VS1  61.3  55.0   570 4.32 4.36 2.66    1
## 3739  0.30     Ideal     F     VS1  62.6  57.0   570 4.29 4.34 2.70    1
## 3740  0.23   Premium     F    VVS2  61.3  59.0   571 3.99 3.94 2.43    1
## 3741  0.36 Very Good     I    VVS2  59.7  55.0   571 4.65 4.69 2.79    1
## 3742  0.74     Ideal     D     VS2  62.2  56.0  3454 5.79 5.81 3.61    1
## 3743  0.78     Ideal     D     SI2  61.4  57.0  3454 5.91 5.94 3.64    1
## 3744  0.70     Ideal     D     SI1  61.8  56.0  3454 5.70 5.72 3.53    1
## 3745  0.96      Good     H     SI2  56.7  62.0  3454 6.51 6.39 3.66    1
## 3746  1.02 Very Good     E      I1  60.4  62.0  3455 6.47 6.52 3.92    1
## 3747  1.02   Premium     J     SI2  61.4  60.0  3455 6.50 6.44 3.97    1
## 3748  0.90     Ideal     I     SI1  62.3  57.0  3455 6.12 6.15 3.82    1
## 3749  1.02     Ideal     E     SI2  62.3  56.0  3455 6.42 6.37 3.98    1
## 3750  0.75     Ideal     D     VS2  62.4  55.0  3456 5.83 5.80 3.63    1
## 3751  0.86     Ideal     E     SI1  62.3  54.0  3456 6.13 6.07 3.80    1
## 3752  0.94   Premium     F     SI2  62.4  58.0  3456 6.23 6.17 3.87    1
## 3753  0.71     Ideal     F     VS1  62.1  56.0  3457 5.69 5.75 3.55    1
## 3754  0.90   Premium     F     SI2  61.1  54.0  3457 6.29 6.27 3.84    1
## 3755  1.05   Premium     J     SI2  60.9  60.0  3457 6.59 6.51 3.99    1
## 3756  0.90 Very Good     F     SI2  63.1  58.0  3457 6.13 6.11 3.86    1
## 3757  0.90 Very Good     F     SI2  63.1  56.0  3457 6.18 6.12 3.88    1
## 3758  0.90   Premium     F     SI2  61.6  58.0  3457 6.23 6.15 3.81    1
## 3759  1.50   Premium     H      I1  60.1  57.0  3457 7.40 7.28 4.42    1
## 3760  1.04 Very Good     J     SI2  62.8  57.0  3459 6.44 6.50 4.06    1
## 3761  1.02     Ideal     G      I1  61.2  56.0  3459 6.47 6.50 3.97    1
## 3762  0.90   Premium     J    VVS2  62.5  61.0  3459 6.15 6.08 3.82    1
## 3763  0.73     Ideal     G     VS1  60.9  59.0  3459 5.79 5.83 3.54    1
## 3764  0.72   Premium     D    VVS2  60.0  57.0  3459 5.92 5.84 3.53    1
## 3765  0.82 Very Good     G     VS1  63.3  56.0  3460 5.96 5.98 3.78    1
## 3766  0.80 Very Good     F     VS1  63.7  56.0  3460 5.87 5.90 3.75    1
## 3767  1.03     Ideal     F     SI2  62.6  57.0  3461 6.44 6.40 4.02    1
## 3768  0.71 Very Good     F    VVS1  61.8  55.0  3461 5.71 5.77 3.55    1
## 3769  1.01      Fair     G     SI2  65.1  58.0  3461 6.29 6.21 4.07    1
## 3770  1.01   Premium     G     SI2  61.5  58.0  3461 6.51 6.44 3.98    1
## 3771  1.06     Ideal     F     SI2  62.7  56.0  3461 6.52 6.47 4.07    1
## 3772  1.01   Premium     I     SI2  62.9  58.0  3461 6.34 6.31 3.98    1
## 3773  0.74   Premium     D     VS1  62.3  58.0  3461 5.79 5.77 3.60    1
## 3774  1.01      Good     G     SI2  64.0  59.0  3461 6.34 6.31 4.05    1
## 3775  0.96     Ideal     I     VS2  59.8  57.0  3462 6.42 6.39 3.83    1
## 3776  0.74   Premium     E     VS1  61.1  58.0  3462 5.81 5.84 3.56    1
## 3777  0.75     Ideal     E     VS1  62.0  55.0  3462 5.83 5.88 3.66    1
## 3778  1.01 Very Good     J     SI2  63.5  59.0  3462 6.30 6.36 4.02    1
## 3779  0.81 Very Good     D     SI1  63.1  57.0  3462 5.91 5.94 3.74    1
## 3780  0.74     Ideal     G    VVS2  62.2  57.0  3462 5.75 5.79 3.59    1
## 3781  0.73     Ideal     F    VVS2  61.7  54.0  3463 5.82 5.76 3.57    1
## 3782  0.91 Very Good     D     SI2  62.0  62.0  3463 6.16 6.25 3.85    1
## 3783  0.73     Ideal     H    VVS2  61.6  56.0  3463 5.80 5.82 3.57    1
## 3784  0.70      Good     D     VS1  60.4  62.0  3463 5.73 5.76 3.47    1
## 3785  0.71 Very Good     E     VS1  62.6  59.0  3464 5.68 5.76 3.58    1
## 3786  0.71 Very Good     E     VS1  61.6  59.0  3464 5.65 5.72 3.50    1
## 3787  0.90 Very Good     I     SI2  60.5  56.0  3464 6.22 6.24 3.77    1
## 3788  0.73     Ideal     D     VS2  61.6  56.0  3464 5.78 5.82 3.57    1
## 3789  0.71     Ideal     E     VS1  60.4  57.0  3464 5.75 5.81 3.49    1
## 3790  0.71      Good     E     VS1  59.4  61.0  3464 5.80 5.89 3.47    1
## 3791  1.00      Good     I     SI2  63.9  60.0  3465 6.26 6.30 4.01    1
## 3792  1.00     Ideal     J     SI2  62.1  56.0  3465 6.34 6.41 3.96    1
## 3793  1.00 Very Good     J     SI1  61.9  62.0  3465 6.33 6.36 3.93    1
## 3794  0.56     Ideal     D    VVS1  61.9  56.0  3465 5.28 5.32 3.28    1
## 3795  0.71 Very Good     D     VS1  62.9  56.0  3465 5.65 5.70 3.57    1
## 3796  0.90 Very Good     F     SI2  63.4  60.0  3465 6.06 6.09 3.85    1
## 3797  0.72     Ideal     E     VS1  62.5  57.0  3465 5.73 5.76 3.59    1
## 3798  0.90      Good     F     SI2  65.9  60.0  3465 5.98 6.01 3.95    1
## 3799  0.90      Good     H     SI1  64.4  58.0  3465 6.04 6.08 3.90    1
## 3800  1.25      Good     I     SI2  60.5  64.0  3465 6.91 6.82 4.15    1
## 3801  1.03      Good     G     SI2  63.9  60.0  3466 6.33 6.37 4.06    1
## 3802  0.73      Good     E     VS1  59.0  61.0  3466 5.88 5.92 3.48    1
## 3803  0.73     Ideal     D     VS2  61.4  56.0  3467 5.81 5.78 3.56    1
## 3804  0.90 Very Good     F     SI2  61.3  60.0  3468 6.18 6.22 3.80    1
## 3805  0.55     Ideal     D    VVS2  60.8  56.0  3468 5.29 5.32 3.23    1
## 3806  0.55     Ideal     D    VVS2  61.5  56.0  3468 5.26 5.28 3.24    1
## 3807  0.55     Ideal     D    VVS2  60.8  56.0  3468 5.31 5.34 3.24    1
## 3808  0.70     Ideal     F     VS2  61.0  55.0  3468 5.74 5.79 3.52    1
## 3809  0.77     Ideal     H     VS1  61.3  56.0  3468 5.91 5.97 3.64    1
## 3810  0.90   Premium     I     SI1  62.1  59.0  3468 6.20 6.17 3.84    1
## 3811  1.11   Premium     I     SI2  62.5  56.0  3469 6.63 6.55 4.12    1
## 3812  0.73     Ideal     E     VS2  61.7  57.0  3470 5.75 5.78 3.55    1
## 3813  0.90      Good     F     SI2  57.9  62.0  3470 6.23 6.35 3.64    1
## 3814  0.70   Premium     D     VS1  62.5  60.0  3471 5.62 5.67 3.53    1
## 3815  0.80 Very Good     F     VS2  62.1  60.0  3471 5.86 5.92 3.66    1
## 3816  0.80 Very Good     F     VS1  63.6  56.0  3471 5.83 5.94 3.74    1
## 3817  0.73     Ideal     E     VS1  61.4  55.0  3471 5.80 5.82 3.57    1
## 3818  0.70     Ideal     D     SI1  61.6  57.0  3471 5.69 5.74 3.52    1
## 3819  0.70     Ideal     D     SI1  61.8  55.0  3471 5.72 5.74 3.54    1
## 3820  0.73      Good     E     VS1  60.8  61.0  3471 5.77 5.80 3.52    1
## 3821  0.70     Ideal     E     VS1  62.1  56.0  3472 5.70 5.66 3.53    1
## 3822  1.00   Premium     H     SI2  61.0  60.0  3472 6.42 6.36 3.90    1
## 3823  1.00     Ideal     I     SI1  58.5  55.0  3472 6.47 6.42 3.77    1
## 3824  0.88 Very Good     H     VS2  63.2  57.0  3472 6.08 6.15 3.87    1
## 3825  0.78 Very Good     G     VS1  61.5  55.0  3472 5.92 5.97 3.66    1
## 3826  1.00      Good     H     SI2  63.7  58.0  3472 6.28 6.15 3.96    1
## 3827  1.00   Premium     H     SI2  59.0  58.0  3472 6.62 6.50 3.87    1
## 3828  1.00      Fair     H     SI2  66.1  59.0  3472 6.18 6.13 4.07    1
## 3829  0.90 Very Good     D     SI2  60.3  63.0  3473 6.22 6.12 3.72    1
## 3830  0.90      Good     D     SI2  60.3  64.0  3473 6.14 6.10 3.69    1
## 3831  0.90      Fair     D     SI2  64.9  57.0  3473 6.03 5.98 3.90    1
## 3832  0.90   Premium     D     SI2  63.0  58.0  3473 6.16 6.12 3.87    1
## 3833  0.90      Fair     D     SI2  64.5  61.0  3473 6.10 6.00 3.90    1
## 3834  0.90 Very Good     I     VS2  63.1  57.0  3473 6.12 6.09 3.85    1
## 3835  0.78   Premium     D     VS2  63.0  58.0  3473 5.86 5.80 3.67    1
## 3836  0.91   Premium     H     SI1  60.9  58.0  3475 6.22 6.26 3.80    1
## 3837  0.72     Ideal     H    VVS2  60.9  56.0  3475 5.78 5.84 3.54    1
## 3838  0.84     Ideal     I     VS2  61.7  55.0  3475 6.07 6.11 3.76    1
## 3839  0.74 Very Good     D     VS2  59.8  58.0  3476 5.90 5.94 3.54    1
## 3840  0.70 Very Good     D     VS1  61.6  58.0  3477 5.67 5.73 3.51    1
## 3841  0.80      Good     F     VS1  59.0  60.9  3477 6.03 6.04 3.56    1
## 3842  1.01      Fair     F     SI2  64.8  55.0  3477 6.37 6.26 4.10    1
## 3843  0.91 Very Good     J     VS2  61.9  59.0  3478 6.11 6.16 3.80    1
## 3844  0.70     Ideal     F    VVS2  61.0  57.0  3478 5.73 5.75 3.50    1
## 3845  0.72     Ideal     G     VS1  61.6  56.0  3478 5.75 5.78 3.55    1
## 3846  0.72     Ideal     G     VS1  61.3  56.0  3478 5.75 5.80 3.54    1
## 3847  0.72     Ideal     G     VS1  61.2  57.0  3478 5.76 5.79 3.53    1
## 3848  0.72     Ideal     G     VS1  61.7  56.0  3478 5.75 5.78 3.56    1
## 3849  0.72     Ideal     G     VS1  61.4  56.0  3478 5.75 5.79 3.55    1
## 3850  0.72     Ideal     G     VS1  61.8  56.0  3478 5.74 5.76 3.55    1
## 3851  0.72     Ideal     G     VS1  60.3  57.0  3478 5.82 5.86 3.52    1
## 3852  0.72     Ideal     G     VS1  61.5  57.0  3478 5.74 5.79 3.54    1
## 3853  0.72     Ideal     G     VS1  61.0  55.0  3478 5.81 5.83 3.55    1
## 3854  0.72     Ideal     G     VS1  60.4  57.0  3478 5.81 5.84 3.52    1
## 3855  0.86     Ideal     E     SI2  60.0  56.0  3478 6.22 6.24 3.74    1
## 3856  0.90   Premium     G     SI2  62.4  55.0  3478 6.17 6.13 3.84    1
## 3857  0.90 Very Good     G     SI2  60.3  63.0  3478 6.33 6.25 3.79    1
## 3858  0.90   Premium     I     VS2  61.6  58.0  3478 6.15 6.09 3.77    1
## 3859  0.71   Premium     D     VS1  61.6  58.0  3479 5.78 5.72 3.54    1
## 3860  0.96 Very Good     D     SI2  60.2  63.0  3480 6.30 6.36 3.81    1
## 3861  1.13   Premium     H      I1  62.7  59.0  3480 6.58 6.63 4.14    1
## 3862  0.71     Ideal     F     VS1  61.3  56.0  3480 5.76 5.78 3.53    1
## 3863  0.90 Very Good     H     SI2  61.2  57.0  3481 6.21 6.27 3.82    1
## 3864  0.90 Very Good     H     SI2  62.3  61.0  3481 6.15 6.17 3.84    1
## 3865  0.81     Ideal     F     SI1  62.3  55.0  3481 5.96 6.00 3.72    1
## 3866  0.83   Premium     E     SI1  60.7  58.0  3482 6.06 6.09 3.69    1
## 3867  0.90 Very Good     E     SI2  63.7  56.0  3482 6.08 6.13 3.89    1
## 3868  0.83     Ideal     F     SI1  62.8  56.0  3482 5.97 6.01 3.76    1
## 3869  1.01      Fair     H     SI1  64.4  59.0  3482 6.22 6.17 3.99    1
## 3870  1.02 Very Good     J     SI1  61.9  60.0  3483 6.37 6.42 3.96    1
## 3871  0.90 Very Good     I     VS1  63.2  57.0  3484 6.10 6.05 3.84    1
## 3872  0.90   Premium     I     VS1  62.9  60.0  3484 6.09 6.05 3.82    1
## 3873  0.90 Very Good     I     VS1  63.5  57.0  3484 6.06 6.03 3.84    1
## 3874  0.90      Good     H     SI1  63.1  63.0  3484 6.04 6.10 3.83    1
## 3875  1.01      Good     I     VS1  64.2  60.0  3484 6.35 6.27 4.05    1
## 3876  0.90   Premium     I     VS1  61.2  61.0  3484 6.20 6.15 3.78    1
## 3877  1.01      Good     E      I1  61.5  65.0  3484 6.28 6.21 3.84    1
## 3878  0.91      Good     H     SI1  63.9  60.0  3485 6.08 6.13 3.90    1
## 3879  0.98   Premium     F     SI2  62.3  56.0  3485 6.44 6.35 3.98    1
## 3880  0.75   Premium     G    VVS2  62.5  56.0  3486 5.84 5.78 3.63    1
## 3881  0.74     Ideal     D     VS2  62.0  57.0  3487 5.79 5.83 3.60    1
## 3882  0.73     Ideal     G    VVS1  61.6  56.0  3487 5.77 5.82 3.57    1
## 3883  0.77 Very Good     E     VS1  59.4  61.0  3488 5.98 5.94 3.54    1
## 3884  0.90 Very Good     I     VS2  63.4  57.0  3489 6.07 6.10 3.86    1
## 3885  0.90 Very Good     I     VS2  63.4  56.0  3489 6.09 6.12 3.87    1
## 3886  0.77 Very Good     D     VS2  61.2  59.0  3489 5.86 5.91 3.60    1
## 3887  0.77      Good     D     VS2  63.1  57.0  3489 5.83 5.86 3.69    1
## 3888  0.90 Very Good     G     SI2  61.4  58.0  3489 6.16 6.21 3.80    1
## 3889  0.91 Very Good     F     SI2  63.1  56.0  3489 6.13 6.17 3.88    1
## 3890  0.89   Premium     H     VS1  60.5  59.0  3489 6.22 6.17 3.75    1
## 3891  0.92     Ideal     J     VS1  62.0  55.0  3489 6.24 6.27 3.88    1
## 3892  0.72     Ideal     F     VS1  61.8  56.0  3489 5.72 5.77 3.55    1
## 3893  0.90      Good     G     SI2  62.7  59.0  3489 6.04 6.12 3.81    1
## 3894  0.90   Premium     G     SI2  59.9  58.0  3492 6.22 6.27 3.74    1
## 3895  0.73 Very Good     E     VS1  61.5  57.0  3492 5.78 5.83 3.57    1
## 3896  0.90 Very Good     H     SI2  62.1  58.0  3492 6.10 6.18 3.81    1
## 3897  0.72     Ideal     G    VVS1  62.2  54.4  3492 5.73 5.76 3.57    1
## 3898  0.72 Very Good     D     VS2  62.9  58.0  3493 5.67 5.71 3.58    1
## 3899  0.73     Ideal     F     VS1  61.4  55.0  3493 5.81 5.84 3.57    1
## 3900  0.71 Very Good     F    VVS2  60.6  58.0  3494 5.76 5.79 3.50    1
## 3901  0.80   Premium     E     VS2  63.0  56.0  3494 5.91 5.84 3.70    1
## 3902  0.54     Ideal     D    VVS1  61.2  57.0  3494 5.25 5.27 3.22    1
## 3903  0.80     Ideal     G     VS2  62.1  57.0  3494 5.95 6.00 3.71    1
## 3904  0.78   Premium     E     VS2  62.8  60.0  3494 5.86 5.79 3.66    1
## 3905  0.72 Very Good     E    VVS2  61.3  60.0  3495 5.73 5.76 3.52    1
## 3906  0.74     Ideal     G    VVS2  60.9  58.0  3495 5.85 5.88 3.57    1
## 3907  0.72     Ideal     F     VS2  61.3  55.0  3495 5.78 5.83 3.56    1
## 3908  0.72     Ideal     D     VS2  62.6  58.0  3495 5.70 5.73 3.58    1
## 3909  0.83   Premium     F     VS2  60.2  60.0  3495 6.09 6.04 3.65    1
## 3910  1.02   Premium     J     SI1  61.2  57.0  3496 6.58 6.43 3.98    1
## 3911  1.02   Premium     G     SI2  61.8  58.0  3496 6.47 6.40 3.98    1
## 3912  0.56     Ideal     D    VVS1  61.9  56.0  3496 5.32 5.28 3.28    1
## 3913  0.91 Very Good     F     SI2  63.5  56.0  3496 6.16 6.12 3.89    1
## 3914  0.74 Very Good     E     SI1  59.9  56.0  3497 5.89 5.93 3.54    1
## 3915  0.81     Ideal     H    VVS2  62.0  57.0  3497 5.93 5.97 3.69    1
## 3916  0.76     Ideal     E     VS2  61.5  59.0  3497 5.84 5.86 3.60    1
## 3917  0.74     Ideal     E     SI1  60.8  56.0  3497 5.85 5.89 3.57    1
## 3918  1.51      Good     G      I1  64.0  59.0  3497 7.29 7.17 4.63    1
## 3919  0.74 Very Good     D     VS2  62.2  59.0  3498 5.80 5.84 3.62    1
## 3920  0.90     Ideal     J     VS1  62.4  56.0  3498 6.15 6.18 3.85    1
## 3921  0.91   Premium     H     SI2  62.1  56.0  3498 6.24 6.15 3.85    1
## 3922  1.01   Premium     J     SI2  61.7  58.0  3499 6.40 6.44 3.96    1
## 3923  1.01   Premium     J     SI2  61.8  60.0  3499 6.37 6.41 3.95    1
## 3924  1.01 Very Good     J     SI1  62.9  57.0  3499 6.35 6.37 4.00    1
## 3925  0.62     Ideal     F    VVS1  61.9  56.0  3499 5.46 5.48 3.38    1
## 3926  0.71     Ideal     F    VVS2  62.0  57.0  3499 5.70 5.65 3.52    1
## 3927  0.90 Very Good     H     SI1  63.3  58.0  3500 6.04 6.13 3.85    1
## 3928  0.93      Good     H     VS1  59.1  64.0  3500 6.36 6.27 3.73    1
## 3929  0.90     Ideal     G     SI2  62.4  56.0  3500 6.14 6.19 3.85    1
## 3930  0.83     Ideal     F     SI1  61.7  57.0  3500 6.04 6.08 3.74    1
## 3931  0.90      Fair     H     VS1  65.9  60.0  3500 5.99 5.96 3.94    1
## 3932  1.01     Ideal     H     SI2  61.6  56.0  3501 6.48 6.44 3.98    1
## 3933  0.70   Premium     D     VS1  61.0  59.0  3501 5.79 5.72 3.51    1
## 3934  0.80 Very Good     D     SI1  62.9  60.0  3502 5.89 5.94 3.72    1
## 3935  0.72     Ideal     G    VVS1  62.2  57.0  3502 5.72 5.75 3.57    1
## 3936  0.71     Ideal     D     SI1  60.8  57.0  3502 5.75 5.78 3.50    1
## 3937  0.71     Ideal     D     SI1  61.8  56.0  3502 5.72 5.76 3.54    1
## 3938  0.71     Ideal     D     SI1  61.4  55.0  3502 5.78 5.82 3.56    1
## 3939  0.80   Premium     F     VS2  62.1  60.0  3502 5.92 5.86 3.66    1
## 3940  0.90 Very Good     I     SI2  61.5  57.0  3503 6.16 6.19 3.80    1
## 3941  0.85     Ideal     E     SI1  62.8  56.0  3503 6.05 6.02 3.79    1
## 3942  0.70   Premium     F    VVS1  61.6  59.0  3504 5.71 5.76 3.53    1
## 3943  0.71     Ideal     G    VVS2  61.5  56.0  3504 5.74 5.69 3.52    1
## 3944  0.70     Ideal     E     VS2  61.0  56.0  3504 5.74 5.78 3.52    1
## 3945  0.70     Ideal     E     VS2  61.3  57.0  3504 5.73 5.75 3.52    1
## 3946  0.70     Ideal     E     VS2  60.8  56.0  3504 5.74 5.78 3.50    1
## 3947  1.52      Fair     H      I1  64.9  58.0  3504 7.18 7.13 4.65    1
## 3948  1.20     Ideal     I      I1  61.9  56.0  3505 6.82 6.85 4.23    1
## 3949  0.90      Good     D     SI1  61.9  64.0  3505 6.09 6.00 3.74    1
## 3950  0.91      Good     G     SI1  63.1  63.0  3506 6.11 6.16 3.87    1
## 3951  0.83   Premium     E     SI1  58.4  59.0  3506 6.22 6.18 3.62    1
## 3952  1.01 Very Good     G     SI2  63.1  55.0  3507 6.36 6.31 4.00    1
## 3953  1.01   Premium     H     SI2  62.0  60.0  3507 6.39 6.25 3.92    1
## 3954  0.81 Very Good     G     VS1  63.1  58.0  3507 5.92 5.96 3.75    1
## 3955  1.01   Premium     F     SI2  61.8  54.0  3507 6.47 6.42 3.98    1
## 3956  0.90   Premium     F     SI2  62.2  61.0  3507 6.08 6.04 3.77    1
## 3957  0.90   Premium     F     SI2  61.5  61.0  3507 6.10 6.06 3.74    1
## 3958  1.03     Ideal     F      I1  61.1  55.0  3507 6.54 6.51 3.99    1
## 3959  1.19 Very Good     E      I1  60.2  61.0  3508 6.87 6.91 4.15    1
## 3960  0.90   Premium     E     SI1  59.0  59.0  3508 6.34 6.30 3.73    1
## 3961  0.90 Very Good     E     SI1  63.5  55.0  3508 6.22 6.12 3.92    1
## 3962  0.90      Fair     E     SI1  65.5  59.0  3508 6.06 6.03 3.96    1
## 3963  0.55      Good     D      IF  58.0  62.0  3509 5.31 5.41 3.12    1
## 3964  0.73     Ideal     D     VS1  61.1  57.0  3509 5.85 5.81 3.56    1
## 3965  0.90      Good     E     SI1  63.8  56.0  3510 6.09 6.17 3.91    1
## 3966  1.15 Very Good     G      I1  61.2  58.0  3510 6.74 6.80 4.14    1
## 3967  0.90 Very Good     E     SI1  62.9  57.0  3510 6.11 6.17 3.86    1
## 3968  0.73     Ideal     E     VS1  61.9  56.0  3510 5.78 5.81 3.59    1
## 3969  0.73 Very Good     E    VVS2  63.4  58.0  3511 5.68 5.70 3.61    1
## 3970  0.91   Premium     D     SI2  58.3  60.0  3511 6.40 6.33 3.71    1
## 3971  1.00   Premium     H     SI1  62.2  51.0  3511 6.47 6.40 4.00    1
## 3972  1.00      Fair     H     SI1  65.5  57.0  3511 6.26 6.21 4.08    2
## 3973  1.01      Good     G     SI2  60.8  63.0  3512 6.36 6.40 3.88    1
## 3974  1.04   Premium     I     SI2  61.6  58.0  3512 6.58 6.47 4.02    1
## 3975  0.90      Good     G     SI1  63.9  60.0  3512 6.10 6.07 3.89    1
## 3976  0.90 Very Good     G     SI1  63.2  62.0  3512 6.19 6.09 3.88    1
## 3977  1.02   Premium     J     VS2  61.6  58.0  3513 6.40 6.35 3.93    1
## 3978  0.82   Premium     F     VS1  62.1  56.0  3513 6.02 5.97 3.72    1
## 3979  0.82     Ideal     F     VS2  61.9  57.0  3514 5.96 5.99 3.70    1
## 3980  0.80   Premium     G     VS1  62.5  58.0  3514 5.90 5.94 3.70    1
## 3981  0.81     Ideal     H     SI1  61.9  56.0  3514 5.92 5.97 3.68    1
## 3982  1.06 Very Good     I     SI2  58.4  62.0  3515 6.65 6.70 3.90    1
## 3983  0.71     Ideal     F     VS2  61.5  55.0  3516 5.74 5.77 3.54    1
## 3984  0.71     Ideal     F     VS2  61.8  55.0  3516 5.74 5.76 3.55    1
## 3985  0.71     Ideal     F     VS2  61.6  56.0  3516 5.74 5.77 3.54    1
## 3986  0.71     Ideal     E     VS1  62.0  56.0  3516 5.72 5.74 3.55    1
## 3987  0.90     Ideal     H     SI2  62.0  57.0  3516 6.19 6.17 3.83    1
## 3988  0.76 Very Good     E     VS2  63.4  58.0  3517 5.76 5.82 3.67    1
## 3989  0.70     Ideal     H    VVS1  61.5  57.0  3517 5.69 5.73 3.51    1
## 3990  0.74     Ideal     D     SI1  61.8  56.0  3517 5.84 5.88 3.62    1
## 3991  0.53     Ideal     D      IF  61.5  54.0  3517 5.27 5.21 3.22    1
## 3992  0.94 Very Good     F     SI2  62.4  58.0  3518 6.17 6.23 3.87    1
## 3993  0.74     Ideal     E     VS2  60.2  55.0  3518 5.87 5.92 3.55    1
## 3994  0.71     Ideal     D     VS1  60.9  57.0  3518 5.74 5.76 3.50    1
## 3995  0.90 Very Good     I     VS2  63.3  58.0  3519 6.07 6.13 3.86    1
## 3996  0.90 Very Good     F     SI2  60.3  57.0  3519 6.27 6.34 3.80    1
## 3997  0.90 Very Good     F     SI2  61.1  54.0  3519 6.27 6.29 3.84    1
## 3998  0.90 Very Good     F     SI2  61.4  57.0  3519 6.21 6.24 3.82    1
## 3999  0.90 Very Good     F     SI2  61.6  58.0  3519 6.15 6.23 3.81    1
## 4000  0.90      Good     F     SI2  63.1  58.0  3519 6.11 6.13 3.86    1
## 4001  0.90 Very Good     F     SI2  62.4  59.0  3519 6.12 6.16 3.83    1
## 4002  0.90 Very Good     F     SI2  62.3  58.0  3519 6.16 6.19 3.85    1
## 4003  0.90      Good     F     SI2  63.1  56.0  3519 6.12 6.18 3.88    1
## 4004  0.79 Very Good     F     SI1  62.9  57.0  3519 5.86 5.94 3.71    1
## 4005  1.02   Premium     E      I1  60.4  62.0  3519 6.52 6.47 3.92    1
## 4006  1.00     Ideal     E      I1  61.8  56.0  3520 6.38 6.43 3.96    1
## 4007  0.91      Good     E     SI2  63.1  61.0  3520 6.04 6.14 3.84    1
## 4008  0.91      Good     H     SI1  63.8  60.0  3520 6.00 6.16 3.88    1
## 4009  1.02     Ideal     I     SI2  62.9  56.0  3521 6.45 6.37 4.03    1
## 4010  0.90     Ideal     G     SI2  62.5  56.0  3521 6.15 6.20 3.86    1
## 4011  0.90     Ideal     G     SI2  61.2  57.0  3521 6.24 6.28 3.83    1
## 4012  0.93     Ideal     G     SI1  60.9  57.0  3521 6.29 6.25 3.82    1
## 4013  0.72     Ideal     D     VS1  61.6  56.0  3522 5.73 5.80 3.55    1
## 4014  0.96      Good     G     SI1  56.6  63.0  3522 6.52 6.39 3.67    1
## 4015  0.73     Ideal     F    VVS2  61.7  54.0  3524 5.76 5.82 3.57    1
## 4016  0.70     Ideal     H    VVS1  60.3  56.0  3524 5.77 5.82 3.49    1
## 4017  0.71      Good     D     VS1  59.2  56.0  3524 5.84 5.85 3.46    1
## 4018  1.11   Premium     J     SI1  59.5  58.0  3524 6.89 6.77 4.07    1
## 4019  0.75     Ideal     G    VVS2  61.3  55.0  3525 5.85 5.89 3.59    1
## 4020  0.73     Ideal     G     VS1  61.7  56.0  3525 5.76 5.79 3.56    1
## 4021  0.90 Very Good     E     SI2  63.2  59.0  3526 6.10 6.15 3.87    1
## 4022  0.71     Ideal     E     SI1  60.5  56.0  3527 5.81 5.84 3.53    1
## 4023  0.95 Very Good     E     SI2  58.7  63.0  3527 6.43 6.37 3.76    1
## 4024  1.00   Premium     F     SI1  62.4  58.0  3528 6.39 6.27 3.95    1
## 4025  1.00     Ideal     G     SI2  60.3  57.0  3528 6.51 6.45 3.91    1
## 4026  0.82 Very Good     G     VS2  62.1  56.0  3528 5.94 5.98 3.70    1
## 4027  0.73     Ideal     D     VS2  61.4  56.0  3528 5.78 5.81 3.56    1
## 4028  1.00      Good     H     SI2  63.9  58.0  3528 6.36 6.28 4.03    1
## 4029  1.00   Premium     J     SI1  61.9  62.0  3528 6.36 6.33 3.93    1
## 4030  1.00      Good     I     SI2  63.9  60.0  3528 6.30 6.26 4.01    1
## 4031  1.24   Premium     E      I1  61.1  62.0  3528 6.91 6.86 4.21    1
## 4032  1.00     Ideal     J     SI2  62.1  56.0  3528 6.41 6.34 3.96    1
## 4033  0.84   Premium     E     VS2  62.4  60.0  3528 6.04 5.98 3.75    1
## 4034  1.05     Ideal     J     VS1  60.6  56.0  3528 6.59 6.55 3.98    1
## 4035  1.05     Ideal     H     SI2  62.0  57.0  3528 6.54 6.50 4.04    1
## 4036  0.92   Premium     I     SI1  60.7  58.0  3529 6.30 6.25 3.81    1
## 4037  0.70     Ideal     D     VS1  62.8  54.0  3529 5.65 5.69 3.56    1
## 4038  1.03      Fair     G     SI2  65.7  58.0  3530 6.32 6.26 4.13    1
## 4039  1.03     Ideal     I     SI2  59.8  56.0  3530 6.64 6.58 3.95    1
## 4040  1.03      Fair     I     SI2  65.2  56.0  3530 6.42 6.35 4.16    1
## 4041  0.24 Very Good     E     SI1  59.9  58.0   571 4.06 4.10 2.44    1
## 4042  0.35     Ideal     H     VS2  61.2  56.0   571 4.54 4.55 2.78    1
## 4043  0.35     Ideal     H     VS2  61.7  56.0   571 4.55 4.59 2.82    1
## 4044  0.35     Ideal     H     VS2  61.2  56.0   571 4.53 4.56 2.78    1
## 4045  0.35     Ideal     I     VS1  61.7  54.0   571 4.54 4.57 2.81    1
## 4046  0.35     Ideal     I     VS1  62.1  54.0   571 4.54 4.57 2.83    1
## 4047  0.36     Ideal     G     SI1  61.5  54.0   571 4.60 4.63 2.84    1
## 4048  0.36     Ideal     G     SI1  61.1  55.0   571 4.58 4.62 2.81    1
## 4049  0.36     Ideal     G     SI1  61.4  55.0   571 4.61 4.64 2.84    1
## 4050  0.32     Ideal     G     SI1  62.6  55.0   571 4.41 4.38 2.75    1
## 4051  0.32      Good     D     SI2  64.1  54.0   571 4.37 4.34 2.79    1
## 4052  0.34 Very Good     E     SI2  63.1  56.0   571 4.51 4.46 2.83    1
## 4053  0.31   Premium     D     SI1  62.0  58.0   571 4.30 4.35 2.68    1
## 4054  0.31      Good     D     SI1  63.5  57.0   571 4.28 4.32 2.73    1
## 4055  0.31     Ideal     D     SI1  62.3  54.0   571 4.33 4.37 2.71    1
## 4056  0.31   Premium     D     SI1  61.4  58.0   571 4.33 4.36 2.67    1
## 4057  0.31      Good     D     SI1  63.4  55.0   571 4.28 4.30 2.72    1
## 4058  0.31     Ideal     D     SI1  61.9  57.0   571 4.33 4.36 2.69    1
## 4059  0.31     Ideal     D     SI1  62.7  56.0   571 4.32 4.36 2.72    1
## 4060  0.31 Very Good     D     SI1  63.0  55.0   571 4.32 4.34 2.73    1
## 4061  0.31     Ideal     D     SI1  62.0  55.0   571 4.36 4.38 2.71    1
## 4062  0.31     Ideal     I    VVS1  61.4  54.0   571 4.38 4.41 2.70    1
## 4063  0.31      Good     D     SI1  63.5  56.0   571 4.29 4.31 2.73    2
## 4064  0.31     Ideal     D     SI1  61.8  57.0   571 4.32 4.36 2.68    1
## 4065  0.31     Ideal     D     SI1  62.4  56.0   571 4.33 4.35 2.71    1
## 4066  0.31 Very Good     D     SI1  61.7  59.0   571 4.31 4.35 2.67    1
## 4067  0.31     Ideal     D     SI1  61.7  57.0   571 4.34 4.38 2.69    1
## 4068  0.31      Good     D     SI1  63.1  57.0   571 4.30 4.32 2.72    1
## 4069  0.31     Ideal     D     SI1  61.4  55.0   571 4.35 4.38 2.68    1
## 4070  0.31      Good     D     SI1  63.4  58.0   571 4.32 4.35 2.75    1
## 4071  0.91 Very Good     G     SI2  60.0  57.0  3531 6.27 6.32 3.78    1
## 4072  0.78     Ideal     F     VS2  60.4  58.0  3531 6.00 5.95 3.61    1
## 4073  0.78     Ideal     F     VS2  61.5  56.0  3531 5.94 5.90 3.64    1
## 4074  0.78     Ideal     F     VS2  62.3  56.0  3531 5.91 5.88 3.67    1
## 4075  1.01      Good     F     SI2  63.8  57.0  3532 6.31 6.36 4.04    1
## 4076  0.77     Ideal     F     VS2  61.8  56.0  3533 5.90 5.92 3.65    1
## 4077  0.96      Fair     E     SI2  65.6  58.0  3533 6.11 6.15 4.02    1
## 4078  0.90 Very Good     D     SI2  60.3  63.0  3534 6.12 6.22 3.72    1
## 4079  0.90 Very Good     D     SI2  60.6  61.0  3534 6.14 6.20 3.74    1
## 4080  0.90 Very Good     D     SI2  63.0  58.0  3534 6.12 6.16 3.87    1
## 4081  0.90      Good     D     SI2  60.3  64.0  3534 6.10 6.14 3.69    1
## 4082  0.78 Very Good     D     VS2  63.0  58.0  3534 5.80 5.86 3.67    1
## 4083  1.02      Good     J     SI2  63.4  56.0  3534 6.36 6.42 4.05    1
## 4084  1.02 Very Good     J     SI2  62.6  60.0  3534 6.39 6.42 4.01    1
## 4085  0.92 Very Good     F     SI2  60.6  63.0  3534 6.34 6.25 3.81    1
## 4086  0.90 Very Good     I     VS2  62.1  61.0  3535 6.08 6.12 3.79    1
## 4087  0.82 Very Good     G     VS2  59.8  56.0  3535 6.13 6.18 3.68    1
## 4088  0.84 Very Good     G     VS2  62.0  56.0  3535 6.07 6.09 3.77    1
## 4089  0.73     Ideal     E    VVS2  61.6  55.0  3535 5.80 5.83 3.58    1
## 4090  0.70     Ideal     D     VS1  62.2  56.0  3535 5.69 5.72 3.55    1
## 4091  1.01   Premium     J     VS2  59.8  61.0  3535 6.47 6.43 3.86    1
## 4092  0.70 Very Good     F    VVS1  60.6  60.0  3536 5.67 5.70 3.45    1
## 4093  0.65     Ideal     G      IF  60.1  57.0  3536 5.61 5.65 3.38    1
## 4094  0.70      Good     F    VVS1  61.2  61.0  3536 5.71 5.79 3.52    1
## 4095  1.00      Good     J     SI2  57.8  61.0  3536 6.54 6.58 3.79    1
## 4096  0.92      Fair     H     SI2  64.5  60.0  3536 6.06 6.01 3.89    1
## 4097  0.78     Ideal     F     VS1  61.6  56.0  3537 5.90 5.92 3.64    1
## 4098  0.74     Ideal     G    VVS1  62.1  54.0  3537 5.80 5.83 3.61    1
## 4099  1.08     Ideal     J     SI2  61.8  57.0  3537 6.56 6.58 4.06    1
## 4100  0.90     Ideal     I     SI1  62.0  56.0  3537 6.16 6.23 3.84    1
## 4101  0.91      Good     E     SI2  63.9  61.0  3538 6.03 6.09 3.87    1
## 4102  0.90      Fair     H     VS2  64.8  58.0  3538 6.07 6.03 3.92    1
## 4103  0.90      Good     H     VS2  64.0  57.0  3538 6.14 6.11 3.92    1
## 4104  0.90      Fair     H     VS2  64.6  55.0  3538 6.07 6.00 3.90    1
## 4105  0.78   Premium     E     VS1  62.2  58.0  3538 5.90 5.86 3.66    1
## 4106  0.81     Ideal     E     VS2  62.0  55.0  3538 5.99 5.97 3.71    1
## 4107  0.79   Premium     G     SI1  61.2  56.0  3539 6.00 5.96 3.66    1
## 4108  0.79 Very Good     E     VS2  62.7  56.0  3539 5.85 5.88 3.68    1
## 4109  0.90   Premium     I     VS2  62.4  58.0  3539 6.16 6.22 3.86    1
## 4110  0.90 Very Good     G     SI2  62.4  55.0  3539 6.13 6.17 3.84    1
## 4111  0.91      Good     F     SI2  63.8  59.0  3539 6.04 6.09 3.87    1
## 4112  0.93      Good     D     SI2  63.4  59.0  3540 6.15 6.18 3.91    1
## 4113  0.71     Ideal     D     VS2  59.9  57.0  3540 5.80 5.83 3.48    1
## 4114  0.72     Ideal     G     VS1  62.0  56.0  3540 5.74 5.78 3.57    1
## 4115  1.01      Fair     F     SI2  64.6  59.0  3540 6.19 6.25 4.20    1
## 4116  0.64 Very Good     E    VVS2  61.8  59.0  3541 5.51 5.53 3.41    1
## 4117  1.00      Fair     G     SI2  64.7  58.0  3541 6.24 6.19 4.02    1
## 4118  1.00      Good     G     SI2  58.1  65.0  3541 6.48 6.46 3.76    1
## 4119  1.52   Premium     I      I1  61.2  58.0  3541 7.43 7.35 4.52    1
## 4120  1.13     Ideal     F      I1  62.2  55.0  3542 6.63 6.68 4.14    1
## 4121  0.70 Very Good     G      IF  58.5  60.0  3543 5.83 5.87 3.42    1
## 4122  0.75 Very Good     E     VS1  61.9  58.0  3543 5.83 5.86 3.62    1
## 4123  0.72     Ideal     D     VS2  62.0  54.8  3543 5.73 5.76 3.56    1
## 4124  1.06     Ideal     F      I1  62.1  55.0  3544 6.54 6.57 4.07    1
## 4125  1.06     Ideal     F      I1  61.8  55.0  3544 6.55 6.58 4.06    1
## 4126  0.81 Very Good     G     VS1  62.6  55.0  3544 5.92 5.97 3.72    1
## 4127  0.95 Very Good     I     SI1  61.0  61.0  3544 6.29 6.37 3.86    1
## 4128  0.86     Ideal     I    VVS2  61.4  58.0  3544 6.07 6.10 3.74    1
## 4129  0.77     Ideal     G     VS2  62.1  56.0  3544 5.84 5.88 3.64    1
## 4130  0.81     Ideal     G     VS1  62.3  57.0  3544 5.99 5.95 3.72    1
## 4131  1.13   Premium     H      I1  62.7  59.0  3544 6.63 6.58 4.14    1
## 4132  0.71   Premium     G      IF  61.9  58.0  3545 5.74 5.77 3.56    1
## 4133  0.90   Premium     H     SI1  62.7  58.0  3545 6.14 6.20 3.87    1
## 4134  0.90     Ideal     I     VS1  62.4  57.0  3545 6.17 6.21 3.86    1
## 4135  1.07      Fair     G     SI2  66.8  57.0  3545 6.34 6.26 4.21    1
## 4136  0.92   Premium     I     SI1  58.8  59.0  3545 6.36 6.33 3.73    1
## 4137  1.07   Premium     G     SI2  62.2  58.0  3545 6.56 6.49 4.06    1
## 4138  1.01      Good     E     SI2  63.9  58.0  3546 6.31 6.37 4.05    1
## 4139  1.04 Very Good     H     SI2  62.4  58.0  3546 6.40 6.49 4.02    1
## 4140  0.91   Premium     F     SI2  58.9  61.0  3546 6.36 6.33 3.74    1
## 4141  0.91   Premium     F     SI2  61.0  51.0  3546 6.24 6.21 3.80    1
## 4142  1.01      Fair     H     SI1  66.4  57.0  3546 6.12 6.08 4.05    1
## 4143  0.72     Ideal     G     VS2  61.0  55.0  3547 5.81 5.83 3.55    1
## 4144  1.07   Premium     G      I1  62.3  60.0  3547 6.55 6.51 4.07    1
## 4145  0.90     Ideal     H     SI2  62.6  57.0  3548 6.16 6.07 3.83    1
## 4146  0.72     Ideal     G    VVS1  61.7  54.8  3548 5.73 5.77 3.55    1
## 4147  0.85     Ideal     I     VS1  61.9  56.0  3548 6.08 6.10 3.77    1
## 4148  0.96      Good     H     SI2  60.1  64.0  3548 6.43 6.35 3.84    1
## 4149  0.76 Very Good     G    VVS2  62.3  57.0  3549 5.79 5.84 3.62    1
## 4150  1.09     Ideal     G      I1  61.0  56.0  3549 6.62 6.66 4.05    1
## 4151  0.72 Very Good     E     VS2  60.0  57.0  3550 5.81 5.86 3.50    1
## 4152  0.72     Ideal     D     SI1  60.5  56.0  3550 5.79 5.84 3.52    1
## 4153  0.92   Premium     D     SI2  62.5  59.0  3550 6.24 6.20 3.89    1
## 4154  0.75 Very Good     F    VVS2  61.1  55.0  3551 5.85 5.90 3.59    1
## 4155  0.90 Very Good     F     SI2  60.8  55.0  3552 6.25 6.28 3.81    1
## 4156  0.71     Ideal     E     VS2  61.6  56.0  3553 5.73 5.77 3.54    1
## 4157  0.71     Ideal     E     VS2  61.3  56.0  3553 5.76 5.79 3.54    1
## 4158  0.90   Premium     F     SI2  60.7  59.0  3553 6.25 6.21 3.78    1
## 4159  1.04     Ideal     I     SI2  61.9  56.0  3553 6.51 6.45 4.02    1
## 4160  1.03   Premium     I     VS1  61.6  58.0  3553 6.50 6.42 3.98    1
## 4161  0.72     Ideal     D     VS1  61.6  56.0  3554 5.80 5.73 3.55    1
## 4162  0.92   Premium     G     SI2  62.4  57.0  3555 6.22 6.18 3.87    1
## 4163  0.92   Premium     H     SI1  62.0  60.0  3555 6.27 6.21 3.87    1
## 4164  0.75     Ideal     E     VS1  62.5  57.0  3555 5.80 5.85 3.64    1
## 4165  1.01      Good     J     VS2  63.3  54.0  3555 6.34 6.42 4.04    1
## 4166  0.92   Premium     G     SI2  59.4  62.0  3555 6.36 6.34 3.77    1
## 4167  0.90   Premium     F     SI2  61.4  58.0  3556 6.19 6.13 3.78    1
## 4168  0.90   Premium     F     SI2  61.3  59.0  3556 6.16 6.11 3.76    1
## 4169  0.83   Premium     D     SI1  62.5  54.0  3556 6.08 6.02 3.78    1
## 4170  0.90 Very Good     F     SI2  63.4  58.0  3556 6.08 6.01 3.83    1
## 4171  0.83   Premium     D     SI1  59.7  59.0  3556 6.14 6.12 3.66    1
## 4172  0.73   Premium     D     VS1  60.0  58.0  3557 5.90 5.86 3.53    1
## 4173  0.83   Premium     F     VS2  60.2  60.0  3557 6.04 6.09 3.65    1
## 4174  0.91     Ideal     G     SI2  62.7  57.0  3557 6.15 6.19 3.87    1
## 4175  0.91     Ideal     G     SI2  61.8  56.0  3557 6.21 6.24 3.85    1
## 4176  0.88     Ideal     H     SI1  61.6  56.0  3557 6.13 6.17 3.79    1
## 4177  0.95     Ideal     J    VVS2  60.6  57.0  3558 6.40 6.34 3.86    1
## 4178  0.80 Very Good     F     VS1  63.6  57.0  3559 5.82 5.91 3.73    1
## 4179  0.83     Ideal     F     SI1  62.2  55.0  3560 6.01 6.03 3.74    1
## 4180  0.79     Ideal     G     VS1  62.0  56.0  3561 5.91 5.94 3.67    1
## 4181  0.70      Good     D     VS2  59.9  59.0  3561 5.69 5.73 3.42    1
## 4182  0.93 Very Good     I     VS1  62.5  58.0  3562 6.20 6.25 3.89    1
## 4183  1.00   Premium     F     SI2  59.2  61.0  3562 6.59 6.51 3.87    1
## 4184  1.00     Ideal     F     SI2  61.0  55.0  3562 6.45 6.41 3.92    1
## 4185  0.75     Ideal     D     VS2  61.7  55.0  3562 5.85 5.82 3.60    1
## 4186  0.93 Very Good     I     VS2  63.5  57.0  3563 6.13 6.21 3.92    1
## 4187  0.78 Very Good     F     VS1  63.3  56.0  3563 5.84 5.89 3.71    1
## 4188  1.01 Very Good     I     SI1  63.1  58.0  3563 6.38 6.33 4.01    1
## 4189  1.01   Premium     J     SI2  62.5  62.0  3563 6.41 6.36 3.99    1
## 4190  1.01 Very Good     F     SI2  63.4  60.0  3563 6.33 6.26 3.99    1
## 4191  1.01   Premium     J     SI2  61.7  58.0  3563 6.44 6.40 3.96    1
## 4192  1.01   Premium     J     SI2  61.8  60.0  3563 6.41 6.37 3.95    1
## 4193  1.01   Premium     F     SI2  60.2  61.0  3563 6.49 6.43 3.89    1
## 4194  0.78 Very Good     E     VS1  61.0  55.0  3564 5.94 5.96 3.63    1
## 4195  1.04   Premium     G     SI2  62.8  59.0  3564 6.47 6.42 4.05    1
## 4196  0.72     Ideal     F     VS2  61.8  56.0  3564 5.72 5.74 3.54    1
## 4197  0.80     Ideal     D     SI1  62.7  57.0  3564 5.88 5.92 3.70    1
## 4198  1.04      Fair     G     SI2  66.1  60.0  3564 6.32 6.23 4.15    1
## 4199  0.73 Very Good     E    VVS2  60.2  60.0  3565 5.81 5.85 3.51    1
## 4200  0.72   Premium     E    VVS1  62.9  59.0  3566 5.75 5.67 3.59    1
## 4201  0.87     Ideal     E     SI2  60.4  58.0  3566 6.19 6.23 3.75    1
## 4202  0.73 Very Good     G    VVS1  60.2  61.0  3567 5.83 5.89 3.53    1
## 4203  0.90      Good     D     SI1  61.9  64.0  3567 6.00 6.09 3.74    1
## 4204  0.70 Very Good     D     VS1  61.2  56.0  3567 5.68 5.75 3.50    1
## 4205  0.91 Very Good     H     VS2  63.1  56.0  3567 6.20 6.13 3.89    1
## 4206  0.90   Premium     D     SI1  61.7  56.0  3568 6.16 6.09 3.78    1
## 4207  1.00   Premium     G     SI1  60.0  60.0  3568 6.47 6.42 3.87    1
## 4208  0.72     Ideal     D     SI1  61.7  55.0  3568 5.77 5.80 3.57    1
## 4209  0.90 Very Good     F     SI2  62.7  59.0  3569 6.10 6.18 3.85    1
## 4210  0.90 Very Good     F     SI2  62.4  58.0  3569 6.15 6.19 3.85    1
## 4211  1.00      Good     D     SI2  64.0  59.0  3569 6.24 6.29 4.01    1
## 4212  0.97     Ideal     F     SI2  62.4  55.0  3569 6.38 6.34 3.97    1
## 4213  0.72      Good     D     VS1  63.3  55.0  3570 5.69 5.75 3.62    1
## 4214  0.90      Good     E     SI1  63.5  55.0  3570 6.12 6.22 3.92    1
## 4215  0.83     Ideal     H    VVS1  61.7  57.0  3570 6.02 6.07 3.73    1
## 4216  0.60     Ideal     D    VVS1  61.6  56.0  3570 5.41 5.43 3.34    1
## 4217  0.90 Very Good     I     VS2  63.2  56.0  3570 6.15 6.09 3.87    1
## 4218  1.20     Ideal     I      I1  61.9  56.0  3570 6.85 6.82 4.23    1
## 4219  0.74     Ideal     G     VS1  61.5  56.0  3572 5.79 5.82 3.57    1
## 4220  1.19   Premium     E      I1  60.2  61.0  3572 6.91 6.87 4.15    1
## 4221  0.91 Very Good     D     SI2  58.3  60.0  3573 6.33 6.40 3.71    1
## 4222  1.16   Premium     H     SI2  62.1  58.0  3573 6.72 6.65 4.15    1
## 4223  1.10 Very Good     I     SI1  63.5  57.0  3573 6.55 6.53 4.15    1
## 4224  0.90      Good     G     SI1  63.2  62.0  3574 6.09 6.19 3.88    1
## 4225  0.90      Good     G     SI1  63.9  60.0  3574 6.07 6.10 3.89    1
## 4226  0.91     Ideal     I     SI1  62.4  56.0  3574 6.20 6.24 3.88    1
## 4227  1.15   Premium     G      I1  61.2  58.0  3574 6.80 6.74 4.14    1
## 4228  1.00 Very Good     H     SI2  59.1  62.0  3575 6.47 6.50 3.83    1
## 4229  1.00      Fair     E     SI2  65.1  59.0  3575 6.30 6.23 4.08    1
## 4230  0.93 Very Good     J     VS2  62.8  56.0  3576 6.14 6.22 3.88    1
## 4231  0.71     Ideal     D     VS1  60.4  60.0  3576 5.77 5.82 3.50    1
## 4232  0.76     Ideal     I     VS2  61.8  56.0  3577 5.85 5.89 3.63    1
## 4233  0.82     Ideal     E     SI1  62.1  55.0  3577 5.98 6.00 3.72    1
## 4234  0.90      Good     H     SI1  59.0  62.0  3577 6.23 6.27 3.69    1
## 4235  0.84      Good     E     SI1  61.9  61.0  3577 6.03 6.05 3.74    1
## 4236  1.01 Very Good     G     SI2  60.8  63.0  3577 6.40 6.36 3.88    1
## 4237  0.82   Premium     E     VS2  62.6  60.0  3577 5.97 5.91 3.72    1
## 4238  0.90     Ideal     H     SI2  62.0  57.0  3578 6.17 6.19 3.83    1
## 4239  0.90   Premium     D     SI2  58.7  58.0  3578 6.30 6.28 3.69    1
## 4240  0.80     Ideal     G     VS1  61.1  58.0  3578 5.96 6.03 3.66    1
## 4241  0.78      Good     E     SI1  59.4  62.0  3578 6.02 6.07 3.59    1
## 4242  0.71   Premium     F      IF  61.1  58.0  3578 5.80 5.72 3.52    1
## 4243  0.91 Very Good     I     VS2  62.5  58.0  3579 6.13 6.19 3.85    1
## 4244  0.91   Premium     I     VS2  62.7  58.0  3579 6.14 6.18 3.86    1
## 4245  1.06   Premium     I     SI2  58.4  62.0  3579 6.70 6.65 3.90    1
## 4246  0.90   Premium     D     SI2  58.8  59.0  3579 6.28 6.24 3.68    1
## 4247  0.71 Very Good     E    VVS2  61.5  61.0  3580 5.70 5.75 3.52    1
## 4248  0.90 Very Good     I     SI1  62.3  58.0  3580 6.12 6.17 3.83    1
## 4249  0.90 Very Good     I     VS1  63.3  59.0  3580 6.10 6.06 3.85    1
## 4250  0.90   Premium     I     VS1  62.2  58.0  3580 6.18 6.13 3.83    1
## 4251  1.00      Good     J     VS2  64.3  59.0  3580 6.27 6.21 4.01    1
## 4252  0.90 Very Good     I     VS2  61.6  57.0  3581 6.13 6.17 3.79    1
## 4253  0.76   Premium     D     VS2  61.7  59.0  3581 5.87 5.90 3.63    1
## 4254  0.90 Very Good     G     SI2  59.9  60.0  3581 6.19 6.23 3.72    1
## 4255  0.90 Very Good     G     SI2  60.9  56.0  3581 6.18 6.24 3.78    1
## 4256  0.78     Ideal     H    VVS2  62.1  56.0  3581 5.88 5.90 3.66    1
## 4257  1.04      Good     F     SI2  64.0  60.0  3581 6.38 6.33 4.07    1
## 4258  0.80     Ideal     H     VS1  62.2  56.0  3581 5.92 5.95 3.69    1
## 4259  1.02   Premium     H     SI1  62.2  52.0  3581 6.47 6.43 4.01    1
## 4260  0.78     Ideal     E     VS2  61.4  56.0  3582 5.91 5.95 3.64    1
## 4261  0.71     Ideal     D     VS1  61.5  58.0  3582 5.75 5.77 3.54    1
## 4262  0.71      Good     G      IF  57.8  62.0  3583 5.82 5.95 3.40    1
## 4263  0.79   Premium     E     VS1  62.6  56.0  3583 5.92 5.87 3.69    1
## 4264  0.98      Fair     H     SI1  68.6  58.0  3583 6.18 6.04 4.19    1
## 4265  0.90 Very Good     E     SI2  61.0  59.0  3584 6.14 6.18 3.76    1
## 4266  1.00   Premium     G     SI2  60.2  58.0  3584 6.55 6.48 3.92    1
## 4267  0.76     Ideal     E     SI1  61.3  55.0  3584 5.87 5.91 3.61    1
## 4268  0.90      Good     E     SI2  63.6  59.0  3584 6.05 6.09 3.86    1
## 4269  0.80     Ideal     E     VS2  62.2  57.0  3584 5.98 5.95 3.71    1
## 4270  1.00      Good     H     SI2  63.9  55.0  3584 6.41 6.34 4.07    1
## 4271  1.00   Premium     H     SI2  61.3  57.0  3584 6.45 6.40 3.94    1
## 4272  1.00      Fair     I     SI1  64.8  59.0  3584 6.23 6.14 4.01    1
## 4273  1.00   Premium     H     SI2  60.0  62.0  3584 6.53 6.51 3.91    1
## 4274  1.00   Premium     E      I1  60.9  61.0  3584 6.41 6.37 3.89    1
## 4275  1.00     Ideal     E      I1  61.8  56.0  3584 6.43 6.38 3.96    1
## 4276  1.00   Premium     F     SI2  60.2  58.0  3584 6.47 6.42 3.88    1
## 4277  0.70     Ideal     E    VVS2  62.2  54.0  3585 5.68 5.74 3.55    1
## 4278  0.70     Ideal     E    VVS2  62.4  54.0  3585 5.66 5.71 3.55    1
## 4279  0.97   Premium     D     SI2  60.4  61.0  3585 6.40 6.37 3.86    1
## 4280  0.92 Very Good     E     SI1  63.3  57.0  3586 6.22 6.17 3.92    1
## 4281  0.90     Ideal     J     VS1  61.6  55.0  3587 6.24 6.27 3.85    1
## 4282  0.70   Premium     F    VVS1  61.9  60.0  3587 5.68 5.63 3.50    1
## 4283  1.04     Ideal     E     SI2  59.0  57.0  3588 6.65 6.60 3.91    1
## 4284  0.91     Ideal     F     SI2  60.9  57.0  3588 6.27 6.30 3.83    1
## 4285  0.82     Ideal     E     SI1  61.8  55.0  3588 5.97 6.01 3.70    1
## 4286  1.11   Premium     D      I1  61.9  58.0  3589 6.63 6.66 4.11    1
## 4287  0.73     Ideal     G     VS1  61.2  56.0  3589 5.82 5.85 3.57    1
## 4288  0.95 Very Good     E     SI2  58.7  63.0  3590 6.37 6.43 3.76    1
## 4289  0.78     Ideal     G     VS2  62.0  57.0  3590 5.90 5.86 3.65    1
## 4290  0.74     Ideal     F     VS1  61.9  54.0  3590 5.78 5.82 3.59    1
## 4291  1.08 Very Good     F     SI2  63.1  59.0  3590 6.51 6.46 4.09    1
## 4292  0.70   Premium     G      IF  62.2  58.0  3591 5.63 5.69 3.52    1
## 4293  0.84   Premium     E     VS2  62.4  60.0  3591 5.98 6.04 3.75    1
## 4294  1.01 Very Good     J     SI2  61.9  59.0  3592 6.34 6.38 3.94    1
## 4295  1.01 Very Good     H     SI2  63.4  57.0  3592 6.39 6.32 4.03    1
## 4296  0.90 Very Good     G     SI2  62.6  60.0  3593 6.10 6.16 3.84    1
## 4297  0.82 Very Good     D     SI1  61.3  56.0  3593 6.02 6.06 3.70    1
## 4298  0.99      Fair     H     VS2  71.6  57.0  3593 5.94 5.80 4.20    1
## 4299  1.05   Premium     J     VS2  59.4  62.0  3593 6.66 6.58 3.93    1
## 4300  0.74     Ideal     F     VS1  62.0  57.0  3593 5.81 5.78 3.60    1
## 4301  0.93   Premium     G     SI2  60.8  59.0  3594 6.35 6.28 3.84    1
## 4302  0.90 Very Good     H     SI1  61.9  59.0  3595 6.17 6.21 3.83    1
## 4303  0.90 Very Good     H     SI1  62.3  58.0  3595 6.16 6.19 3.85    1
## 4304  1.07     Ideal     G     SI2  60.8  57.0  3595 6.62 6.60 4.02    1
## 4305  0.73     Ideal     G     VS2  61.6  56.0  3595 5.80 5.83 3.58    1
## 4306  0.78     Ideal     D     VS2  61.7  57.0  3595 5.87 5.93 3.64    1
## 4307  0.90      Good     E     SI2  63.7  63.0  3595 6.05 6.10 3.87    1
## 4308  0.90      Good     E     SI2  61.6  61.0  3595 6.12 6.16 3.78    1
## 4309  0.90      Good     E     SI2  64.1  58.0  3595 6.04 6.09 3.89    1
## 4310  0.90      Good     E     SI2  65.8  60.0  3595 5.94 5.97 3.92    1
## 4311  0.84 Very Good     G     VS2  61.8  57.0  3596 6.04 6.07 3.74    1
## 4312  0.90 Very Good     G     SI1  61.6  59.0  3597 6.13 6.19 3.80    1
## 4313  1.01      Fair     F     SI2  60.1  66.0  3597 6.44 6.41 3.86    1
## 4314  0.80     Ideal     D     SI1  62.6  55.0  3597 5.91 5.94 3.71    1
## 4315  1.01      Good     F     SI2  63.8  57.0  3597 6.36 6.31 4.04    1
## 4316  1.01      Fair     I     VS2  68.7  58.0  3597 6.14 6.00 4.19    1
## 4317  1.01      Fair     F     SI2  67.3  62.0  3597 6.09 6.03 4.08    1
## 4318  1.01      Fair     F     SI2  66.7  64.0  3597 6.14 6.05 4.06    1
## 4319  1.01   Premium     F     SI2  61.3  58.0  3597 6.42 6.33 3.91    1
## 4320  1.01   Premium     F     SI2  62.2  58.0  3597 6.40 6.37 3.97    1
## 4321  1.01     Ideal     J     SI1  60.5  56.0  3599 6.49 6.53 3.94    1
## 4322  1.02   Premium     J     SI2  62.6  60.0  3599 6.42 6.39 4.01    1
## 4323  0.90   Premium     E     SI2  62.6  60.0  3599 6.18 6.09 3.84    1
## 4324  0.90   Premium     E     SI2  62.2  60.0  3599 6.19 6.15 3.84    1
## 4325  1.05   Premium     G     SI2  60.7  61.0  3599 6.56 6.52 3.97    1
## 4326  1.02     Ideal     F      I1  61.0  56.0  3599 6.53 6.51 3.98    1
## 4327  0.90     Ideal     E     SI2  62.0  55.0  3599 6.23 6.15 3.84    1
## 4328  1.02 Very Good     J     SI2  63.4  56.0  3599 6.42 6.36 4.05    1
## 4329  1.50   Premium     H      I1  61.1  59.0  3599 7.37 7.26 4.47    1
## 4330  0.90      Good     H     VS2  64.0  57.0  3601 6.11 6.14 3.92    1
## 4331  0.81     Ideal     E     VS2  62.0  55.0  3601 5.97 5.99 3.71    1
## 4332  0.78 Very Good     E     VS1  60.0  56.0  3601 6.00 6.03 3.61    1
## 4333  1.02 Very Good     J     SI2  61.1  61.0  3601 6.44 6.50 3.95    1
## 4334  0.90 Very Good     F     SI2  61.6  56.0  3601 6.22 6.29 3.85    1
## 4335  0.72     Ideal     E     VS2  61.1  56.0  3601 5.78 5.81 3.54    1
## 4336  0.78     Ideal     E     VS2  61.7  55.0  3601 5.92 6.00 3.68    1
## 4337  0.72     Ideal     E     VS2  60.8  56.0  3601 5.78 5.82 3.53    1
## 4338  0.72     Ideal     E     VS2  61.4  56.0  3601 5.78 5.80 3.55    1
## 4339  0.72     Ideal     E     VS2  61.5  56.0  3601 5.77 5.81 3.56    1
## 4340  0.72   Premium     D     VS1  62.7  56.0  3601 5.76 5.69 3.59    1
## 4341  1.09   Premium     G     SI2  61.3  60.0  3601 6.66 6.59 4.06    1
## 4342  0.70     Ideal     F    VVS1  61.0  57.0  3602 5.71 5.76 3.50    1
## 4343  0.83   Premium     G     VS1  58.8  58.0  3602 6.20 6.15 3.63    1
## 4344  1.13     Ideal     H      I1  61.1  56.0  3603 6.71 6.77 4.12    1
## 4345  1.04 Very Good     I     SI2  59.6  57.0  3603 6.60 6.62 3.94    1
## 4346  1.04   Premium     J     SI2  62.0  59.0  3603 6.47 6.49 4.02    1
## 4347  0.80 Very Good     F     VS1  63.8  55.0  3603 5.84 5.89 3.74    1
## 4348  0.83 Very Good     F     VS1  63.3  56.0  3603 5.99 5.92 3.77    1
## 4349  1.10   Premium     I     SI2  62.9  59.0  3604 6.60 6.53 4.13    1
## 4350  0.71   Premium     F    VVS1  60.9  58.0  3604 5.76 5.80 3.52    1
## 4351  1.01   Premium     D     SI2  58.0  60.0  3604 6.58 6.53 3.80    1
## 4352  0.90      Good     D     VS2  57.9  62.0  3604 6.33 6.24 3.64    1
## 4353  1.10   Premium     I     SI2  59.7  62.0  3604 6.80 6.64 4.01    1
## 4354  0.90      Good     F     SI1  63.9  58.0  3604 6.12 6.08 3.90    1
## 4355  0.90 Very Good     I     VS2  62.3  64.0  3605 6.10 6.13 3.81    1
## 4356  1.01 Very Good     D     SI2  59.1  63.0  3605 6.54 6.59 3.88    1
## 4357  0.90 Very Good     F     SI2  63.4  59.0  3605 6.07 6.11 3.86    1
## 4358  0.79     Ideal     E     VS2  61.8  56.0  3605 5.91 5.94 3.66    1
## 4359  0.79     Ideal     D     SI1  61.2  57.0  3605 5.94 5.98 3.65    1
## 4360  1.16     Ideal     I     SI2  62.8  57.0  3605 6.80 6.64 4.22    1
## 4361  1.11   Premium     H     SI2  60.4  59.0  3605 6.70 6.64 4.03    1
## 4362  0.73 Very Good     G    VVS1  62.9  59.0  3606 5.70 5.78 3.61    1
## 4363  1.15     Ideal     H      I1  62.0  55.0  3606 6.76 6.69 4.17    1
## 4364  0.73 Very Good     E     VS1  63.0  60.0  3607 5.68 5.72 3.59    1
## 4365  1.13   Premium     F      I1  62.3  56.0  3607 6.69 6.61 4.14    1
## 4366  1.03      Good     D     SI2  63.8  54.0  3607 6.36 6.30 4.04    1
## 4367  1.13     Ideal     F      I1  62.2  55.0  3607 6.68 6.63 4.14    1
## 4368  0.91   Premium     F     SI2  61.7  58.0  3609 6.22 6.29 3.86    1
## 4369  1.06     Ideal     F      I1  62.1  55.0  3609 6.57 6.54 4.07    1
## 4370  0.90   Premium     E     SI1  62.4  57.0  3609 6.19 6.14 3.85    1
## 4371  0.31 Very Good     D     SI1  61.1  57.0   571 4.35 4.36 2.66    1
## 4372  0.31 Very Good     D     SI1  62.1  58.0   571 4.30 4.33 2.68    1
## 4373  0.31     Ideal     D     SI1  62.3  55.0   571 4.33 4.37 2.71    1
## 4374  0.31 Very Good     D     SI1  62.9  57.0   571 4.27 4.32 2.70    1
## 4375  0.31     Ideal     I    VVS1  62.0  54.0   571 4.34 4.37 2.70    1
## 4376  0.31   Premium     D     SI1  61.2  60.0   571 4.35 4.41 2.68    1
## 4377  0.31 Very Good     D     SI1  60.0  61.0   571 4.41 4.43 2.65    1
## 4378  0.31     Ideal     D     SI1  61.0  57.0   571 4.38 4.41 2.68    1
## 4379  0.31     Ideal     D     SI1  62.6  57.0   571 4.30 4.33 2.70    1
## 4380  0.31 Very Good     D     SI1  62.9  56.0   571 4.31 4.34 2.72    1
## 4381  0.31 Very Good     I    VVS1  62.8  55.0   571 4.33 4.36 2.73    1
## 4382  0.31     Ideal     D     SI1  62.6  56.0   571 4.33 4.36 2.72    1
## 4383  0.31   Premium     D     SI1  61.4  58.0   571 4.34 4.39 2.68    1
## 4384  0.31      Good     D     SI1  63.5  58.0   571 4.27 4.30 2.72    1
## 4385  0.31 Very Good     D     SI1  63.0  54.0   571 4.32 4.35 2.73    1
## 4386  0.31      Good     D     SI1  63.7  54.0   571 4.31 4.35 2.76    1
## 4387  0.31     Ideal     D     SI1  61.8  56.0   571 4.34 4.37 2.69    1
## 4388  0.31     Ideal     D     SI1  62.1  56.0   571 4.33 4.37 2.70    1
## 4389  0.31 Very Good     D     SI1  60.2  56.0   571 4.37 4.40 2.64    1
## 4390  0.31     Ideal     D     SI1  61.1  56.0   571 4.36 4.38 2.67    1
## 4391  0.31     Ideal     D     SI1  61.2  55.0   571 4.37 4.49 2.71    1
## 4392  0.31     Ideal     D     SI1  60.8  56.0   571 4.32 4.37 2.64    1
## 4393  0.31   Premium     I    VVS1  61.0  58.0   571 4.33 4.39 2.66    1
## 4394  0.31     Ideal     D     SI1  62.4  56.0   571 4.31 4.35 2.70    1
## 4395  0.31      Good     I    VVS1  63.1  59.0   571 4.25 4.31 2.70    1
## 4396  0.31      Good     D     SI1  63.9  54.0   571 4.27 4.30 2.74    1
## 4397  0.31     Ideal     D     SI1  62.6  57.0   571 4.30 4.32 2.70    1
## 4398  0.31     Ideal     I    VVS1  62.1  56.0   571 4.35 4.38 2.71    1
## 4399  0.31     Ideal     D     SI1  61.5  56.0   571 4.33 4.35 2.67    1
## 4400  0.91      Good     G     SI2  63.6  56.0  3610 6.14 6.09 3.89    1
## 4401  0.72 Very Good     H    VVS1  59.9  57.0  3610 5.83 5.86 3.50    1
## 4402  1.01 Very Good     I     SI1  58.8  58.0  3610 6.52 6.57 3.85    1
## 4403  0.92     Ideal     I     SI1  62.1  55.0  3610 6.24 6.29 3.89    1
## 4404  0.75     Ideal     F     SI1  60.8  57.0  3610 5.87 5.90 3.58    1
## 4405  0.96      Good     H     SI2  56.7  62.0  3611 6.51 6.39 3.66    1
## 4406  0.70     Ideal     H    VVS1  60.9  57.0  3611 5.70 5.78 3.50    1
## 4407  1.01      Good     E     SI2  63.9  58.0  3611 6.37 6.31 4.05    1
## 4408  1.04   Premium     H     SI2  62.4  58.0  3611 6.49 6.40 4.02    1
## 4409  0.71 Very Good     F    VVS2  62.0  56.0  3612 5.71 5.74 3.55    1
## 4410  0.70     Ideal     E     VS2  61.7  55.0  3612 5.70 5.74 3.53    1
## 4411  1.00   Premium     E     SI2  59.9  55.0  3612 6.48 6.40 3.86    1
## 4412  0.92 Very Good     D     SI2  62.5  59.0  3613 6.20 6.24 3.89    1
## 4413  0.78     Ideal     G     VS2  61.7  56.0  3613 5.89 5.94 3.65    1
## 4414  0.90      Fair     F     SI2  64.6  56.0  3613 6.01 6.07 3.90    1
## 4415  1.15     Ideal     G     SI2  62.8  57.0  3613 6.70 6.65 4.19    1
## 4416  0.72 Very Good     G      IF  60.7  56.0  3614 5.78 5.81 3.52    1
## 4417  1.00      Good     J     SI1  58.7  62.0  3614 6.47 6.51 3.81    1
## 4418  1.09     Ideal     G      I1  61.0  56.0  3614 6.66 6.62 4.05    1
## 4419  0.91 Very Good     G     SI2  62.9  54.0  3615 6.14 6.22 3.89    1
## 4420  0.90 Very Good     G     SI1  63.8  53.0  3615 6.10 6.16 3.91    1
## 4421  0.90 Very Good     G     SI1  63.4  54.0  3615 6.11 6.16 3.89    1
## 4422  1.05      Fair     F     SI2  66.0  60.0  3615 6.30 6.22 4.13    1
## 4423  0.73     Ideal     D     SI1  61.3  57.0  3615 5.81 5.83 3.57    1
## 4424  0.90      Good     G     SI1  64.5  57.0  3615 6.04 6.09 3.91    1
## 4425  0.90      Good     G     SI1  65.0  57.0  3615 5.96 6.01 3.89    1
## 4426  1.09     Ideal     J     VS2  62.5  55.0  3615 6.64 6.58 4.13    1
## 4427  1.05     Ideal     J     SI2  61.6  57.0  3616 6.55 6.51 4.02    1
## 4428  0.74 Very Good     E    VVS2  61.9  59.0  3616 5.74 5.77 3.56    1
## 4429  0.73      Good     F    VVS2  59.5  61.0  3616 5.80 5.83 3.46    1
## 4430  1.00      Good     J     SI1  59.5  61.0  3616 6.46 6.52 3.86    1
## 4431  0.90   Premium     J    VVS1  62.0  58.0  3617 6.19 6.11 3.81    1
## 4432  1.03      Fair     H     SI1  65.1  57.0  3617 6.43 6.36 4.16    1
## 4433  0.91   Premium     F     SI1  62.6  56.0  3618 6.18 6.13 3.85    1
## 4434  0.92   Premium     H     SI1  62.0  60.0  3618 6.21 6.27 3.87    1
## 4435  0.92 Very Good     G     SI2  59.4  62.0  3618 6.34 6.36 3.77    1
## 4436  0.91 Very Good     I    VVS2  63.5  59.0  3618 6.10 6.06 3.86    1
## 4437  0.70     Ideal     D     VS1  62.8  53.4  3618 5.64 5.68 3.55    1
## 4438  0.70     Ideal     D     VS1  63.1  54.0  3618 5.62 5.65 3.56    1
## 4439  0.71   Premium     D    VVS2  60.0  58.0  3618 5.92 5.84 3.53    1
## 4440  0.91   Premium     F     SI2  61.4  60.0  3618 6.23 6.21 3.82    1
## 4441  0.90     Ideal     F     SI2  61.9  56.0  3619 6.18 6.23 3.84    1
## 4442  0.90   Premium     F     SI2  61.4  58.0  3619 6.13 6.19 3.78    1
## 4443  0.72 Very Good     D     VS1  59.4  56.0  3619 5.85 5.90 3.49    1
## 4444  0.88     Ideal     F     SI2  62.2  56.0  3619 6.11 6.17 3.82    1
## 4445  1.01 Very Good     J     VS2  63.3  54.0  3620 6.42 6.34 4.04    1
## 4446  1.01      Good     I     VS2  63.6  57.0  3620 6.30 6.21 3.98    1
## 4447  1.01      Good     G     SI2  63.8  56.0  3620 6.32 6.22 4.00    1
## 4448  0.73   Premium     D     VS1  60.0  58.0  3620 5.86 5.90 3.53    1
## 4449  0.91   Premium     I     VS1  59.5  62.0  3620 6.30 6.24 3.73    1
## 4450  1.01   Premium     H     SI2  60.1  58.0  3620 6.55 6.52 3.93    1
## 4451  0.93   Premium     F     SI2  59.5  60.0  3620 6.39 6.36 3.79    1
## 4452  0.73     Ideal     E     VS1  61.2  57.0  3620 5.85 5.80 3.57    1
## 4453  0.82 Very Good     F     VS2  58.7  58.0  3621 6.10 6.20 3.61    1
## 4454  0.90      Good     F     SI2  61.3  59.0  3621 6.12 6.15 3.76    1
## 4455  0.70 Very Good     D    VVS2  62.3  56.0  3622 5.66 5.70 3.54    1
## 4456  0.70 Very Good     D    VVS2  61.1  57.0  3622 5.70 5.75 3.50    1
## 4457  0.70 Very Good     F    VVS1  63.1  58.0  3622 5.60 5.66 3.55    1
## 4458  0.72     Ideal     D     VS1  61.4  56.0  3622 5.80 5.82 3.57    1
## 4459  0.72     Ideal     D     VS1  62.3  54.0  3622 5.74 5.79 3.59    1
## 4460  0.80     Ideal     E     SI1  62.3  54.0  3622 5.95 5.97 3.71    1
## 4461  0.82     Ideal     E     SI1  61.8  58.0  3622 5.99 6.05 3.72    1
## 4462  0.98      Fair     F     SI1  61.8  66.0  3622 6.38 6.27 3.91    1
## 4463  0.70 Very Good     E      IF  63.4  58.0  3622 5.64 5.59 3.56    1
## 4464  1.10     Ideal     F      I1  61.3  56.9  3623 6.62 6.68 4.08    1
## 4465  0.92   Premium     H     SI1  62.4  58.0  3624 6.19 6.22 3.87    1
## 4466  0.94 Very Good     H     SI2  62.7  61.0  3624 6.21 6.24 3.90    1
## 4467  0.90 Very Good     F     SI1  63.1  58.0  3624 6.09 6.15 3.86    1
## 4468  0.81     Ideal     F     VS2  61.9  55.0  3624 6.00 5.95 3.70    1
## 4469  0.81     Ideal     F     VS2  61.8  55.0  3624 5.96 5.92 3.67    1
## 4470  0.75     Ideal     D     VS2  61.7  55.0  3625 5.82 5.85 3.60    1
## 4471  0.92 Very Good     F     SI2  59.9  60.0  3625 6.26 6.29 3.76    1
## 4472  0.61     Ideal     D    VVS1  62.3  54.0  3625 5.40 5.45 3.38    1
## 4473  0.90   Premium     E     SI1  60.7  61.0  3625 6.19 6.17 3.75    1
## 4474  0.83   Premium     E     VS2  61.3  59.0  3625 6.08 6.02 3.71    1
## 4475  0.83     Ideal     E     VS2  61.8  57.0  3625 6.04 6.03 3.73    1
## 4476  0.90      Good     E     SI1  60.8  65.0  3625 6.31 6.18 3.80    1
## 4477  0.71 Very Good     F    VVS1  62.7  58.0  3626 5.67 5.72 3.57    1
## 4478  1.01      Good     G     SI2  63.6  58.0  3626 6.31 6.37 4.03    1
## 4479  1.01      Good     G     SI2  63.7  58.0  3626 6.31 6.35 4.03    1
## 4480  0.90      Good     H     SI2  64.5  58.0  3627 6.00 5.96 3.86    1
## 4481  0.79   Premium     E     VS2  62.1  59.0  3628 5.90 5.86 3.65    1
## 4482  1.00     Ideal     I     SI2  58.8  55.0  3629 6.53 6.46 3.82    2
## 4483  0.90     Ideal     I     VS2  61.5  58.0  3629 6.19 6.23 3.82    1
## 4484  0.72     Ideal     D     VS1  62.5  55.0  3629 5.71 5.74 3.58    1
## 4485  0.90      Fair     G     SI1  64.5  57.0  3629 6.07 6.03 3.90    1
## 4486  0.90     Ideal     H     SI1  62.8  57.0  3629 6.16 6.14 3.86    1
## 4487  0.90   Premium     H     SI1  60.0  56.0  3629 6.33 6.27 3.78    1
## 4488  0.90   Premium     H     SI1  61.9  58.0  3629 6.20 6.15 3.82    1
## 4489  0.90   Premium     H     VS2  60.0  59.0  3629 6.23 6.16 3.72    1
## 4490  1.08     Ideal     H     SI2  62.0  57.0  3629 6.65 6.55 4.06    1
## 4491  0.90   Premium     F     SI2  58.4  62.0  3629 6.37 6.34 3.71    1
## 4492  0.90 Very Good     F     SI2  60.3  63.0  3630 6.28 6.21 3.77    1
## 4493  0.80     Ideal     E     SI1  61.7  56.0  3630 5.99 6.04 3.71    1
## 4494  1.00      Fair     G     SI1  67.7  57.0  3631 6.00 6.15 4.11    1
## 4495  0.91 Very Good     E     SI2  62.5  59.0  3632 6.16 6.23 3.87    1
## 4496  0.90 Very Good     D     SI2  59.8  53.0  3632 6.20 6.25 3.72    1
## 4497  0.91      Good     E     SI2  64.3  57.0  3632 6.00 6.04 3.87    1
## 4498  0.74     Ideal     E    VVS2  61.9  57.0  3633 5.79 5.81 3.59    1
## 4499  1.02      Good     F     SI2  59.6  64.0  3633 6.58 6.55 3.91    1
## 4500  1.06      Fair     G     SI2  65.3  62.0  3633 6.33 6.25 4.11    1
## 4501  1.02      Fair     F     SI2  66.6  58.0  3633 6.21 6.14 4.11    1
## 4502  1.02      Good     F     SI2  64.2  61.0  3633 6.30 6.21 4.02    1
## 4503  0.94 Very Good     D     SI2  62.0  57.0  3634 6.28 6.34 3.91    1
## 4504  1.00   Premium     D     SI2  62.0  60.0  3634 6.38 6.30 3.93    1
## 4505  1.00      Fair     D     SI2  65.2  56.0  3634 6.27 6.21 4.07    1
## 4506  1.00      Good     D     SI2  64.0  59.0  3634 6.29 6.24 4.01    1
## 4507  1.00      Fair     G     SI1  43.0  59.0  3634 6.32 6.27 3.97    1
## 4508  1.00   Premium     G     SI1  60.1  61.0  3634 6.44 6.40 3.86    2
## 4509  1.03   Premium     J     SI2  62.8  58.0  3634 6.48 6.41 4.05    1
## 4510  1.00      Good     D     SI2  63.9  56.0  3634 6.32 6.27 4.02    1
## 4511  1.03     Ideal     F      I1  61.0  56.0  3634 6.58 6.52 3.99    1
## 4512  1.03     Ideal     H     SI2  60.8  56.0  3634 6.56 6.47 3.96    1
## 4513  0.91     Ideal     H     SI1  62.4  57.0  3635 6.18 6.23 3.87    1
## 4514  0.74     Ideal     G     VS1  61.2  56.0  3635 5.83 5.86 3.58    1
## 4515  0.74     Ideal     G     VS1  60.9  55.0  3635 5.84 5.91 3.58    1
## 4516  1.12     Ideal     J     VS2  62.9  57.0  3638 6.55 6.52 4.11    1
## 4517  0.91 Very Good     E     SI2  60.3  59.0  3638 6.28 6.25 3.78    1
## 4518  1.02      Good     J     SI2  62.2  61.0  3639 6.41 6.48 4.01    1
## 4519  0.91   Premium     E     SI2  61.1  59.0  3639 6.24 6.20 3.80    1
## 4520  0.91   Premium     E     SI2  62.8  61.0  3639 6.09 6.07 3.82    1
## 4521  1.14      Good     I     SI1  63.9  58.0  3639 6.64 6.60 4.23    1
## 4522  1.00   Premium     F     SI2  59.8  58.0  3640 6.53 6.48 3.89    1
## 4523  0.76 Very Good     F    VVS2  62.9  58.0  3640 5.76 5.85 3.65    1
## 4524  1.03 Very Good     J     SI2  63.1  57.0  3640 6.41 6.43 4.05    1
## 4525  1.00      Fair     H     SI2  65.1  58.0  3640 6.27 6.15 4.05    1
## 4526  1.00   Premium     H     SI2  59.1  62.0  3640 6.50 6.47 3.83    1
## 4527  1.00      Good     H     SI2  64.1  61.0  3640 6.36 6.27 4.05    1
## 4528  1.00   Premium     H     SI2  59.6  62.0  3640 6.52 6.41 3.85    1
## 4529  1.00      Good     I     SI1  57.6  61.0  3640 6.56 6.52 3.77    1
## 4530  1.00      Good     H     SI2  63.8  55.0  3640 6.28 6.24 4.00    1
## 4531  1.00 Very Good     I     SI1  63.3  54.0  3640 6.39 6.34 4.03    1
## 4532  1.00   Premium     J     VS1  59.7  62.0  3640 6.52 6.46 3.87    1
## 4533  1.00   Premium     G     SI2  63.0  56.0  3640 6.37 6.33 4.00    1
## 4534  1.00      Good     H     SI2  63.8  57.0  3640 6.32 6.28 4.02    1
## 4535  0.82 Very Good     E     VS2  62.6  60.0  3641 5.91 5.97 3.72    1
## 4536  0.85     Ideal     F     VS2  62.4  57.0  3641 6.13 6.01 3.79    1
## 4537  0.71   Premium     G      IF  62.0  58.0  3642 5.67 5.72 3.53    1
## 4538  0.91     Ideal     F     SI2  62.7  57.0  3642 6.16 6.21 3.88    1
## 4539  0.90 Very Good     J     VS1  62.4  57.0  3643 6.13 6.18 3.84    1
## 4540  0.90 Very Good     D     SI2  58.8  59.0  3643 6.24 6.28 3.68    1
## 4541  0.77 Very Good     D     VS1  62.4  58.0  3643 5.82 5.87 3.65    1
## 4542  0.81 Very Good     E     SI1  61.9  60.0  3643 5.87 5.95 3.66    1
## 4543  0.90 Very Good     H     SI1  63.0  58.0  3643 6.13 6.18 3.88    1
## 4544  1.16   Premium     D      I1  61.8  59.0  3644 6.74 6.78 4.18    1
## 4545  0.90      Good     I     VS1  63.3  59.0  3644 6.06 6.10 3.85    1
## 4546  0.90     Ideal     H     SI1  61.5  57.0  3644 6.17 6.23 3.81    1
## 4547  0.90 Very Good     I     VS1  62.2  58.0  3644 6.13 6.18 3.83    1
## 4548  0.93 Very Good     G     SI2  60.8  62.0  3644 6.29 6.34 3.84    1
## 4549  0.70     Ideal     F    VVS2  61.7  58.0  3644 5.66 5.71 3.51    1
## 4550  0.91   Premium     E     SI2  61.0  58.0  3644 6.31 6.27 3.84    1
## 4551  0.91   Premium     F     SI1  62.7  59.0  3644 6.23 6.18 3.89    1
## 4552  0.77   Premium     D     VS1  62.1  57.0  3644 5.85 5.80 3.62    1
## 4553  1.16      Good     G     SI2  63.7  57.0  3644 6.59 6.56 4.19    1
## 4554  1.00      Good     G     SI2  61.4  61.0  3646 6.32 6.35 3.89    1
## 4555  0.93   Premium     H     SI1  62.8  58.0  3646 6.24 6.21 3.91    1
## 4556  0.77     Ideal     F     VS1  61.2  56.0  3647 5.90 5.93 3.62    1
## 4557  0.80     Ideal     E     VS2  62.2  57.0  3648 5.95 5.98 3.71    1
## 4558  0.76     Ideal     H    VVS1  61.9  54.0  3648 5.87 5.90 3.64    1
## 4559  0.76     Ideal     F     VS2  61.9  57.0  3648 5.83 5.86 3.62    1
## 4560  0.76     Ideal     G     VS1  61.3  54.0  3648 5.88 5.94 3.62    1
## 4561  0.92   Premium     G     SI2  58.4  58.0  3648 6.40 6.34 3.73    1
## 4562  0.76     Ideal     E     VS1  60.5  56.0  3649 5.94 5.99 3.61    1
## 4563  0.92      Good     E     SI1  63.3  57.0  3649 6.17 6.22 3.92    1
## 4564  0.90 Very Good     G     SI1  63.6  57.0  3649 6.09 6.12 3.88    1
## 4565  0.90 Very Good     G     SI1  63.5  59.0  3649 6.07 6.11 3.87    1
## 4566  0.73     Ideal     E     VS2  61.7  57.0  3649 5.77 5.80 3.57    1
## 4567  0.92   Premium     G     SI2  62.9  58.0  3650 6.21 6.15 3.89    1
## 4568  0.93 Very Good     J     VS1  63.0  53.0  3651 6.22 6.26 3.93    1
## 4569  1.02   Premium     J     VS2  58.9  60.0  3651 6.57 6.53 3.86    1
## 4570  1.00      Good     G     SI2  57.8  64.0  3651 6.55 6.50 3.77    1
## 4571  0.82     Ideal     G     VS1  61.5  56.0  3652 6.01 6.05 3.71    1
## 4572  0.95   Premium     H     SI2  58.8  60.0  3652 6.45 6.38 3.77    1
## 4573  0.80 Very Good     F     VS2  62.3  57.0  3653 5.91 5.94 3.69    1
## 4574  0.91 Very Good     F     SI2  61.6  59.0  3653 6.14 6.24 3.81    1
## 4575  0.80     Ideal     F     VS2  62.0  55.0  3653 5.93 6.00 3.70    1
## 4576  0.76 Very Good     G    VVS2  62.1  56.0  3655 5.81 5.85 3.63    1
## 4577  1.01      Good     J     VS2  62.8  58.0  3655 6.30 6.35 3.97    1
## 4578  0.77     Ideal     F     VS1  60.9  58.0  3655 5.91 5.95 3.61    1
## 4579  1.11   Premium     D      I1  61.9  58.0  3655 6.66 6.63 4.11    1
## 4580  1.07 Very Good     G     SI2  63.5  59.0  3655 6.52 6.46 4.12    1
## 4581  1.02   Premium     G     SI2  62.5  58.0  3656 6.42 6.34 3.99    1
## 4582  0.90 Very Good     I     VS1  63.3  58.0  3656 6.07 6.10 3.85    1
## 4583  0.70     Ideal     H     VS2  61.9  56.0  3656 5.68 5.73 3.53    1
## 4584  0.70     Ideal     H     VS2  60.8  56.0  3656 5.74 5.77 3.50    1
## 4585  0.90     Ideal     J     VS1  62.6  54.0  3656 6.15 6.18 3.86    1
## 4586  1.02      Good     H     SI2  64.0  57.0  3656 6.41 6.37 4.09    1
## 4587  1.02     Ideal     I     SI1  62.9  57.0  3656 6.41 6.37 4.02    1
## 4588  1.01   Premium     J     SI2  61.9  59.0  3658 6.38 6.34 3.94    1
## 4589  0.96      Fair     H     VS2  68.8  56.0  3658 6.11 5.98 4.16    1
## 4590  0.91 Very Good     F     SI2  62.4  58.0  3659 6.17 6.21 3.86    1
## 4591  0.90      Good     F     SI1  62.8  64.0  3659 6.18 5.99 3.82    1
## 4592  0.73     Ideal     E     VS1  60.9  55.8  3660 5.80 5.85 3.55    1
## 4593  0.90      Good     E     SI2  59.9  61.0  3660 6.16 6.20 3.70    1
## 4594  0.91      Good     D     SI2  63.3  62.0  3660 6.01 6.09 3.83    1
## 4595  1.09   Premium     I     SI1  62.7  60.0  3662 6.57 6.51 4.10    1
## 4596  0.90   Premium     E     SI2  62.2  60.0  3662 6.15 6.19 3.84    1
## 4597  0.90 Very Good     E     SI2  62.4  57.0  3662 6.13 6.17 3.84    1
## 4598  0.90   Premium     E     SI2  61.3  60.0  3662 6.17 6.23 3.80    1
## 4599  0.90   Premium     E     SI2  60.8  60.0  3662 6.21 6.25 3.79    1
## 4600  0.90 Very Good     E     SI2  62.6  60.0  3662 6.09 6.18 3.84    1
## 4601  0.90     Ideal     E     SI2  62.0  55.0  3662 6.15 6.23 3.84    1
## 4602  0.70     Ideal     F     VS1  61.2  56.0  3662 5.73 5.76 3.52    1
## 4603  1.22 Very Good     H      I1  61.6  56.0  3663 6.80 6.87 4.21    1
## 4604  0.89      Good     F     SI1  64.3  55.0  3663 6.12 6.01 3.90    1
## 4605  0.90   Premium     I     VS2  60.1  59.0  3663 6.37 6.25 3.79    1
## 4606  0.91 Very Good     I     VS2  61.0  57.0  3664 6.20 6.26 3.80    1
## 4607  0.87 Very Good     D     SI1  60.2  60.0  3664 6.12 6.17 3.70    1
## 4608  0.91     Ideal     G     SI2  62.3  56.0  3664 6.18 6.22 3.86    1
## 4609  1.01   Premium     I     SI2  59.6  62.0  3665 6.56 6.50 3.89    1
## 4610  0.91     Ideal     E     SI1  60.7  56.0  3665 6.26 6.22 3.79    1
## 4611  1.01   Premium     H     SI2  59.6  60.0  3665 6.50 6.55 3.89    1
## 4612  1.19     Ideal     H      I1  61.5  57.0  3665 6.79 6.83 4.19    1
## 4613  1.27 Very Good     I      I1  60.2  62.0  3665 7.00 7.05 4.23    1
## 4614  0.91   Premium     E     SI1  62.2  58.0  3665 6.29 6.18 3.86    1
## 4615  1.01      Good     J     SI1  63.6  54.0  3665 6.44 6.36 4.07    1
## 4616  0.91 Very Good     J     VS1  62.1  55.0  3666 6.16 6.24 3.85    1
## 4617  0.90      Good     I     VS1  63.5  61.0  3666 5.96 6.01 3.80    1
## 4618  0.73     Ideal     G    VVS1  61.3  56.0  3667 5.79 5.82 3.56    1
## 4619  0.70 Very Good     D     VS2  60.6  60.0  3668 5.71 5.75 3.47    1
## 4620  0.78 Very Good     D     VS2  62.2  56.0  3668 5.85 5.91 3.66    1
## 4621  1.03   Premium     F     SI2  62.2  60.0  3668 6.47 6.45 4.02    1
## 4622  0.74     Ideal     D     VS2  61.4  58.0  3668 5.80 5.83 3.57    1
## 4623  1.03 Very Good     F     SI2  63.1  57.0  3668 6.42 6.38 4.04    1
## 4624  0.73 Very Good     F    VVS2  63.8  59.0  3669 5.69 5.72 3.64    1
## 4625  0.95   Premium     J    VVS2  62.6  59.0  3669 6.23 6.26 3.91    1
## 4626  0.85 Very Good     D     SI1  60.3  57.0  3669 6.09 6.22 3.71    1
## 4627  0.73     Ideal     G    VVS1  61.9  57.0  3669 5.76 5.80 3.58    1
## 4628  0.90      Good     G     SI1  57.7  65.0  3669 6.25 6.29 3.62    1
## 4629  0.90      Good     G     SI1  65.2  58.0  3669 6.00 6.06 3.93    1
## 4630  1.04   Premium     J     SI2  62.0  59.0  3669 6.49 6.47 4.02    1
## 4631  0.91   Premium     H     SI1  62.8  58.0  3669 6.16 6.13 3.86    1
## 4632  0.90      Good     G     SI1  63.7  60.0  3669 6.11 6.07 3.88    1
## 4633  0.91   Premium     I     VS1  61.9  57.0  3669 6.24 6.19 3.85    1
## 4634  0.90 Very Good     G     SI1  63.1  59.0  3669 6.15 6.11 3.87    1
## 4635  0.90      Good     I      IF  63.7  64.0  3669 6.07 6.02 3.85    1
## 4636  0.90      Good     G     SI1  63.7  58.0  3669 6.12 6.09 3.89    1
## 4637  0.90      Good     H     VS1  64.0  59.0  3669 6.05 6.01 3.86    1
## 4638  0.90      Good     G     SI1  63.8  59.0  3669 6.08 6.05 3.87    1
## 4639  0.90 Very Good     G     SI1  63.2  59.0  3669 6.10 6.05 3.84    1
## 4640  0.90   Premium     G     SI1  62.0  61.0  3669 6.13 6.07 3.78    1
## 4641  1.12   Premium     I     SI2  61.2  58.0  3669 6.72 6.68 4.10    1
## 4642  1.00      Fair     F     SI1  66.7  57.0  3669 6.07 5.99 4.02    1
## 4643  1.04     Ideal     H     SI2  62.0  57.0  3669 6.53 6.43 4.02    1
## 4644  0.91     Ideal     I     VS1  62.5  55.0  3669 6.25 6.20 3.89    1
## 4645  0.90   Premium     G     SI1  61.9  59.0  3669 6.18 6.13 3.81    1
## 4646  1.12      Fair     I     SI2  64.6  57.0  3669 6.50 6.47 4.19    1
## 4647  1.17   Premium     H      I1  62.8  58.0  3669 6.71 6.69 4.21    1
## 4648  1.13     Ideal     H      I1  61.1  56.0  3669 6.77 6.71 4.12    1
## 4649  0.91   Premium     H     SI1  62.2  60.0  3669 6.22 6.16 3.85    1
## 4650  1.04     Ideal     I     SI1  59.7  56.0  3669 6.60 6.54 3.92    1
## 4651  0.90   Premium     G     SI1  62.6  62.0  3669 6.08 6.06 3.80    1
## 4652  0.71 Very Good     D    VVS2  62.7  59.0  3670 5.64 5.69 3.55    1
## 4653  0.85     Ideal     G     SI1  62.2  56.0  3670 6.04 6.09 3.77    1
## 4654  1.13     Ideal     H     SI2  60.6  57.0  3670 6.79 6.77 4.11    1
## 4655  1.01   Premium     H     SI2  63.0  59.0  3671 6.33 6.27 3.97    1
## 4656  1.01      Fair     G     SI1  66.1  56.0  3671 6.26 6.20 4.12    1
## 4657  1.01      Good     D     SI2  63.8  61.0  3671 6.13 6.06 3.89    1
## 4658  0.76     Ideal     G    VVS1  62.0  54.7  3671 5.83 5.87 3.62    1
## 4659  0.78     Ideal     E     SI1  60.4  57.0  3671 5.95 6.00 3.61    1
## 4660  1.01 Very Good     D     SI2  59.1  63.0  3671 6.59 6.54 3.88    1
## 4661  0.95   Premium     G     SI2  60.5  62.0  3671 6.44 6.36 3.88    1
## 4662  0.78 Very Good     D     VS2  59.8  60.0  3672 5.97 6.03 3.59    1
## 4663  1.00      Good     F     SI2  60.6  62.0  3672 6.36 6.45 3.88    1
## 4664  1.06   Premium     J     SI2  61.3  60.0  3672 6.52 6.59 4.02    1
## 4665  1.05   Premium     F     SI2  61.1  59.0  3672 6.54 6.61 4.02    1
## 4666  0.70     Ideal     G      IF  60.2  57.0  3672 5.78 5.84 3.50    1
## 4667  0.80 Very Good     G     VS1  62.7  56.0  3673 5.90 5.94 3.71    1
## 4668  0.73     Ideal     D     VS2  62.3  54.0  3673 5.77 5.80 3.60    1
## 4669  0.82   Premium     G     SI1  61.8  58.0  3674 6.02 5.98 3.71    1
## 4670  0.71     Ideal     D     SI1  61.4  56.0  3674 5.70 5.74 3.51    1
## 4671  0.71     Ideal     D     SI1  60.6  56.0  3674 5.78 5.81 3.51    1
## 4672  0.96      Fair     E     SI2  57.7  67.0  3674 6.49 6.46 3.73    1
## 4673  1.01   Premium     E     SI2  62.3  55.0  3674 6.35 6.29 3.94    1
## 4674  1.00     Ideal     F     SI2  61.1  54.0  3674 6.51 6.47 3.97    1
## 4675  0.81   Premium     E     VS2  61.5  58.0  3674 5.99 5.94 3.97    1
## 4676  1.01 Very Good     E     SI2  63.3  58.0  3674 6.40 6.31 4.02    1
## 4677  0.92   Premium     H     SI1  62.2  58.0  3675 6.19 6.23 3.86    1
## 4678  1.03   Premium     D     SI2  62.3  58.0  3675 6.50 6.40 4.03    1
## 4679  0.79     Ideal     H    VVS1  62.0  56.0  3675 5.92 5.96 3.68    1
## 4680  0.63   Premium     E     VS1  60.5  57.0  3675 5.58 5.53 3.36    1
## 4681  1.00      Good     G     SI2  63.4  60.0  3676 6.22 6.34 3.98    1
## 4682  1.01   Premium     H     SI2  60.3  59.0  3676 6.51 6.45 3.91    1
## 4683  1.01      Fair     H     VS1  67.1  59.0  3676 6.16 6.09 4.11    1
## 4684  1.01   Premium     H     SI2  61.6  60.0  3676 6.22 6.18 3.82    1
## 4685  1.01 Very Good     I     SI1  63.2  55.0  3676 6.40 6.32 4.02    1
## 4686  1.01      Good     I     SI1  64.1  59.0  3676 6.24 6.21 3.99    1
## 4687  0.90     Ideal     J      IF  62.2  57.0  3677 6.17 6.14 3.83    1
## 4688  0.90     Ideal     I     VS1  61.6  56.0  3677 6.22 6.16 3.81    1
## 4689  1.13     Ideal     H      I1  62.2  55.0  3678 6.65 6.69 4.15    1
## 4690  1.10     Ideal     F      I1  61.8  56.0  3678 6.61 6.65 4.10    1
## 4691  1.10 Very Good     F      I1  59.8  61.0  3678 6.65 6.70 3.99    1
## 4692  0.90 Very Good     F     SI1  63.6  58.0  3679 6.10 6.13 3.89    1
## 4693  0.75     Ideal     D     VS2  61.1  55.0  3679 5.87 5.89 3.60    1
## 4694  0.92 Very Good     E     SI2  63.2  54.0  3679 6.29 6.25 3.96    1
## 4695  1.00      Good     J     SI1  63.9  60.0  3679 6.26 6.19 3.98    1
## 4696  0.90     Ideal     F     SI2  62.3  57.0  3679 6.19 6.17 3.85    1
## 4697  0.90   Premium     H     SI1  62.0  62.0  3679 6.13 6.03 3.77    1
## 4698  0.31 Very Good     I    VVS1  62.2  60.0   571 4.30 4.32 2.68    1
## 4699  0.31   Premium     D     SI1  60.9  60.0   571 4.38 4.39 2.67    1
## 4700  0.31      Good     D     SI1  63.5  55.0   571 4.27 4.30 2.72    1
## 4701  0.31     Ideal     D     SI1  62.4  53.0   571 4.33 4.35 2.71    1
## 4702  0.28 Very Good     E    VVS2  64.0  54.0   572 4.11 4.17 2.65    1
## 4703  0.28 Very Good     E    VVS2  60.1  62.0   572 4.25 4.27 2.56    1
## 4704  0.28 Very Good     F    VVS1  58.9  62.0   572 4.27 4.32 2.53    1
## 4705  0.38     Ideal     J     VS2  62.3  55.0   572 4.63 4.65 2.89    1
## 4706  0.24     Ideal     F     VS1  62.7  54.0   572 3.99 4.02 2.51    1
## 4707  0.24     Ideal     F     VS1  61.8  54.0   572 3.99 4.03 2.48    1
## 4708  0.37     Ideal     F     SI2  60.9  56.0   572 4.65 4.68 2.84    1
## 4709  0.30     Ideal     H     SI1  61.6  57.0   572 4.28 4.32 2.65    1
## 4710  0.33   Premium     I     SI1  62.8  58.0   572 4.43 4.39 2.77    1
## 4711  0.33     Ideal     I     SI1  62.7  56.0   572 4.44 4.40 2.77    1
## 4712  0.33     Ideal     I     SI1  61.5  57.0   572 4.49 4.46 2.75    1
## 4713  0.33   Premium     I     SI1  61.4  58.0   572 4.50 4.46 2.75    1
## 4714  0.33   Premium     I     SI1  61.3  59.0   572 4.51 4.46 2.75    1
## 4715  0.33 Very Good     I     SI1  63.2  58.0   572 4.38 4.36 2.76    1
## 4716  0.33      Good     I     SI1  63.6  57.0   572 4.42 4.39 2.80    1
## 4717  0.42 Very Good     G     SI2  59.5  61.0   573 4.85 4.90 2.90    1
## 4718  0.34     Ideal     G     VS2  61.6  56.0   573 4.48 4.51 2.77    1
## 4719  0.30     Ideal     F     VS2  61.6  56.0   573 4.30 4.33 2.66    1
## 4720  0.30     Ideal     F     VS2  61.9  56.0   573 4.32 4.34 2.68    1
## 4721  0.30     Ideal     F     VS2  62.2  55.0   573 4.30 4.32 2.68    1
## 4722  0.30     Ideal     F     VS2  62.5  54.0   573 4.29 4.32 2.69    1
## 4723  0.30     Ideal     F     VS2  62.3  55.0   573 4.30 4.34 2.69    1
## 4724  0.30     Ideal     F     VS2  61.1  56.0   573 4.36 4.38 2.67    1
## 4725  0.30     Ideal     F     VS2  60.9  56.0   573 4.35 4.39 2.66    1
## 4726  0.30     Ideal     F     VS2  61.9  54.0   573 4.29 4.33 2.67    1
## 4727  0.30     Ideal     F     VS2  61.7  58.0   573 4.28 4.31 2.65    1
## 4728  0.92   Premium     E     SI2  61.8  59.0  3679 6.19 6.11 3.80    1
## 4729  0.76     Ideal     F     VS1  62.2  56.0  3680 5.83 5.87 3.64    1
## 4730  0.90 Very Good     G     SI1  63.0  57.0  3681 6.13 6.19 3.88    1
## 4731  1.01 Very Good     G     SI2  62.0  58.0  3682 6.41 6.46 3.99    1
## 4732  0.91   Premium     F     SI2  61.4  60.0  3682 6.21 6.23 3.82    1
## 4733  0.80     Ideal     D     SI2  61.9  54.0  3682 5.98 5.96 3.70    1
## 4734  0.70     Ideal     F    VVS1  62.5  57.0  3683 5.62 5.67 3.53    1
## 4735  0.92   Premium     F     SI1  62.6  59.0  3684 6.23 6.19 3.89    1
## 4736  0.93 Very Good     I     SI1  58.9  60.0  3685 6.43 6.48 3.80    1
## 4737  0.84     Ideal     D     SI1  62.4  57.0  3685 6.03 6.08 3.78    1
## 4738  1.00   Premium     J     VS2  62.0  62.0  3685 6.42 6.35 3.96    1
## 4739  1.00   Premium     J     VS2  60.7  61.0  3685 6.50 6.41 3.92    1
## 4740  1.02   Premium     F     SI2  62.5  58.0  3686 6.40 6.47 4.02    1
## 4741  1.21     Ideal     I      I1  61.3  57.0  3686 6.94 6.89 4.24    1
## 4742  0.91 Very Good     F     SI2  61.2  59.0  3688 6.20 6.22 3.80    1
## 4743  1.12     Ideal     I     SI2  62.4  57.0  3688 6.69 6.62 4.15    1
## 4744  0.96      Fair     F     SI2  65.2  58.0  3688 6.14 6.12 3.99    1
## 4745  0.90   Premium     D     SI1  59.5  57.0  3689 6.29 6.21 3.72    1
## 4746  0.90 Very Good     E     SI1  60.7  61.0  3689 6.17 6.19 3.75    1
## 4747  0.81 Very Good     F     VS1  62.7  56.0  3689 5.92 5.98 3.73    1
## 4748  0.90      Good     D     SI1  63.6  63.0  3689 6.07 6.03 3.85    1
## 4749  0.90      Fair     D     SI1  64.8  59.0  3689 6.10 6.03 3.93    1
## 4750  0.90      Fair     D     SI1  64.5  61.0  3689 6.05 6.01 3.89    1
## 4751  0.90      Good     D     SI1  64.1  56.0  3689 6.07 6.04 3.88    1
## 4752  0.90      Good     D     SI1  63.9  57.0  3689 6.10 6.04 3.88    1
## 4753  0.72   Premium     F    VVS1  62.8  58.0  3689 5.75 5.68 3.59    1
## 4754  0.93   Premium     G     SI2  62.2  55.0  3689 6.27 6.24 3.89    1
## 4755  0.71      Good     D     VS1  64.2  58.0  3690 5.65 5.60 3.61    1
## 4756  0.72     Ideal     E     VS1  62.1  54.0  3690 5.74 5.76 3.57    1
## 4757  1.00      Good     J     SI1  61.7  62.0  3690 6.37 6.40 3.94    1
## 4758  0.96   Premium     H     SI2  59.4  56.0  3690 6.47 6.42 3.83    1
## 4759  1.10     Ideal     F      I1  61.3  57.0  3690 6.68 6.62 4.08    1
## 4760  0.94 Very Good     D     SI2  60.9  62.0  3691 6.22 6.30 3.81    1
## 4761  0.71 Very Good     F    VVS1  61.8  58.0  3692 5.63 5.73 3.51    1
## 4762  0.77 Very Good     F     VS2  62.6  55.0  3692 5.85 5.88 3.67    1
## 4763  1.03     Ideal     G     SI2  60.4  56.0  3692 6.56 6.53 3.95    1
## 4764  1.11   Premium     I     SI2  61.3  59.0  3692 6.69 6.63 4.09    1
## 4765  1.03 Very Good     F     SI2  63.3  59.0  3692 6.35 6.32 4.01    1
## 4766  1.03     Ideal     H     SI2  60.5  57.0  3692 6.58 6.52 3.96    1
## 4767  1.23      Fair     E      I1  67.4  56.0  3692 6.76 6.56 4.49    1
## 4768  0.97     Ideal     H     SI2  61.6  55.0  3694 6.37 6.32 3.91    1
## 4769  0.74     Ideal     F     VS1  62.0  54.0  3694 5.85 5.81 3.62    1
## 4770  1.21   Premium     J     VS2  59.0  60.0  3694 6.93 6.88 4.07    1
## 4771  1.00     Ideal     F     SI2  62.3  56.0  3696 6.34 6.27 3.93    1
## 4772  1.10      Good     H     SI2  57.6  61.0  3696 6.82 6.73 3.90    1
## 4773  1.00      Good     E     SI2  57.7  65.0  3696 6.55 6.59 3.79    1
## 4774  1.20 Very Good     H      I1  58.6  57.0  3696 6.96 7.01 4.09    1
## 4775  0.90      Good     F     SI1  64.0  59.0  3696 5.97 5.99 3.83    1
## 4776  1.00      Fair     E     SI1  66.5  55.0  3696 6.21 6.19 4.12    1
## 4777  1.00   Premium     G     SI2  59.1  59.0  3696 6.54 6.50 3.85    1
## 4778  1.00      Good     E     SI1  57.6  65.0  3696 6.47 6.44 3.72    1
## 4779  1.10   Premium     G     SI2  63.0  59.0  3696 6.50 6.47 0.00    1
## 4780  1.10   Premium     I     SI2  62.4  59.0  3696 6.55 6.51 4.08    1
## 4781  1.10   Premium     J     VS2  61.2  57.0  3696 6.66 6.61 4.06    1
## 4782  1.50      Good     I      I1  63.7  61.0  3696 7.22 7.10 4.57    1
## 4783  1.20      Fair     H     SI2  65.6  57.0  3696 6.73 6.57 4.36    1
## 4784  0.75     Ideal     D     VS1  62.4  54.0  3696 5.86 5.84 3.65    1
## 4785  0.77     Ideal     E     VS1  62.0  56.0  3697 5.87 5.90 3.65    1
## 4786  0.90 Very Good     E     SI2  63.5  58.0  3697 6.08 6.14 3.88    1
## 4787  0.92     Ideal     G     SI2  63.0  57.0  3697 6.16 6.13 3.87    1
## 4788  0.90      Fair     H     VS2  64.7  58.0  3697 5.98 6.01 3.88    1
## 4789  0.82   Premium     E     VS2  59.7  61.0  3697 6.08 6.04 3.62    1
## 4790  1.31   Premium     J     SI2  59.7  59.0  3697 7.06 7.01 4.20    1
## 4791  1.01      Good     J     SI1  63.6  54.0  3699 6.44 6.36 4.07    1
## 4792  0.90 Very Good     F     SI1  63.8  54.0  3699 6.09 6.13 3.90    1
## 4793  0.90 Very Good     F     SI1  63.4  57.0  3699 6.06 6.11 3.86    1
## 4794  0.90      Good     F     SI1  58.0  58.0  3699 6.24 6.28 3.63    1
## 4795  1.00      Fair     G     SI1  66.1  62.0  3700 6.10 6.03 4.01    1
## 4796  1.12 Very Good     G     SI2  63.4  57.0  3700 6.51 6.47 4.12    1
## 4797  1.08   Premium     G     SI2  59.3  61.0  3701 6.66 6.61 3.94    1
## 4798  1.02   Premium     H     SI2  59.2  59.0  3701 6.57 6.54 3.88    1
## 4799  0.90      Good     H     VS2  63.6  61.0  3701 6.03 5.97 3.80    1
## 4800  0.90   Premium     E     SI2  59.2  60.0  3701 6.31 6.23 3.71    1
## 4801  0.71     Ideal     F     VS1  61.1  56.0  3701 5.76 5.80 3.53    1
## 4802  0.71     Ideal     F     VS1  61.0  56.0  3701 5.77 5.80 3.53    1
## 4803  0.71      Good     F     VS1  61.8  57.0  3701 5.73 5.76 3.55    1
## 4804  0.77     Ideal     F     SI1  61.7  56.0  3702 5.85 5.91 3.63    1
## 4805  0.91   Premium     E     SI2  61.1  59.0  3703 6.20 6.24 3.80    1
## 4806  0.91 Very Good     E     SI2  62.8  61.0  3703 6.07 6.09 3.82    1
## 4807  0.91 Very Good     I     SI1  62.8  57.0  3703 6.09 6.18 3.85    1
## 4808  0.90   Premium     F     SI2  60.5  57.0  3704 6.23 6.20 3.76    1
## 4809  0.90     Ideal     F     SI2  62.6  57.0  3704 6.20 6.13 3.86    1
## 4810  0.90   Premium     F     SI2  60.1  59.0  3704 6.31 6.24 3.77    1
## 4811  0.90   Premium     F     SI2  62.3  57.0  3704 6.18 6.15 3.84    1
## 4812  0.90   Premium     F     SI2  58.0  57.0  3704 6.41 6.34 3.70    1
## 4813  0.90   Premium     F     SI2  61.5  59.0  3704 6.23 6.20 3.82    1
## 4814  0.90   Premium     F     SI2  62.0  61.0  3704 6.16 6.14 3.81    1
## 4815  0.90   Premium     F     SI2  61.4  62.0  3704 6.20 6.11 3.78    1
## 4816  0.90   Premium     F     SI2  60.3  55.0  3704 6.35 6.28 3.81    1
## 4817  0.73 Very Good     F    VVS2  62.1  57.0  3705 5.74 5.76 3.57    1
## 4818  0.85 Very Good     F     VS2  62.2  56.0  3705 6.01 6.08 3.76    1
## 4819  0.71     Ideal     F    VVS2  61.2  55.0  3705 5.73 5.84 3.54    1
## 4820  0.90 Very Good     D     SI2  62.9  59.0  3706 6.06 6.15 3.84    1
## 4821  0.92 Very Good     D     SI2  63.7  57.0  3707 6.12 6.21 3.93    1
## 4822  0.77     Ideal     H    VVS2  61.3  56.0  3707 5.91 5.94 3.63    1
## 4823  0.72     Ideal     H    VVS1  61.8  56.0  3708 5.75 5.78 3.56    1
## 4824  0.90 Very Good     I     VS2  58.7  60.0  3709 6.28 6.35 3.71    1
## 4825  0.90 Very Good     I     VS2  60.7  59.0  3709 6.23 6.26 3.79    1
## 4826  0.90 Very Good     I     VS2  63.0  60.0  3709 6.15 6.17 3.88    1
## 4827  0.90 Very Good     I     VS2  59.9  58.0  3709 6.17 6.22 3.71    1
## 4828  1.01 Very Good     F     SI2  59.5  57.0  3709 6.61 6.66 3.95    1
## 4829  0.92   Premium     H     SI1  59.0  59.0  3709 6.36 6.31 3.74    1
## 4830  0.86     Ideal     D     SI1  62.8  56.0  3709 6.05 6.08 3.81    1
## 4831  0.91 Very Good     H     SI1  63.4  59.0  3710 6.12 6.09 3.87    1
## 4832  0.75     Ideal     F    VVS2  61.9  54.0  3710 5.83 5.84 3.61    1
## 4833  0.79     Ideal     I     VS2  60.9  56.0  3710 5.97 5.99 3.64    1
## 4834  0.71     Ideal     F     VS1  60.9  57.0  3710 5.76 5.78 3.51    1
## 4835  0.71     Ideal     F     VS1  60.8  56.0  3710 5.81 5.82 3.54    1
## 4836  0.71     Ideal     F     VS1  61.5  56.0  3710 5.72 5.76 3.53    1
## 4837  0.71     Ideal     F     VS1  61.9  56.0  3710 5.70 5.74 3.54    1
## 4838  0.71     Ideal     F     VS1  61.4  56.0  3710 5.75 5.78 3.54    1
## 4839  0.71     Ideal     F     VS1  61.5  57.0  3710 5.71 5.77 3.53    1
## 4840  0.71     Ideal     F     VS1  61.3  56.0  3710 5.69 5.75 3.51    1
## 4841  0.71     Ideal     F     VS1  60.9  56.0  3710 5.76 5.79 3.52    1
## 4842  0.71     Ideal     F     VS1  61.9  56.0  3710 5.69 5.72 3.53    1
## 4843  0.71     Ideal     F     VS1  61.8  55.0  3710 5.71 5.73 3.54    1
## 4844  0.71     Ideal     F     VS1  61.5  56.0  3710 5.72 5.75 3.52    1
## 4845  0.71     Ideal     F     VS1  61.4  57.0  3710 5.72 5.73 3.52    1
## 4846  0.91 Very Good     G     SI1  63.5  61.0  3710 6.10 6.05 3.86    1
## 4847  1.16   Premium     D      I1  61.8  59.0  3711 6.78 6.74 4.18    1
## 4848  1.00   Premium     I     SI2  61.6  59.0  3712 6.34 6.41 3.93    1
## 4849  1.00   Premium     J     SI1  60.8  58.0  3712 6.39 6.44 3.90    1
## 4850  0.75     Ideal     D     SI1  61.1  56.0  3712 5.85 5.90 3.59    1
## 4851  1.02   Premium     I     VS2  61.1  59.0  3713 6.40 6.37 3.90    1
## 4852  0.78     Ideal     E     VS2  61.1  55.0  3713 5.99 5.96 3.65    1
## 4853  0.92 Very Good     G     SI2  62.4  60.0  3713 6.18 6.22 3.87    1
## 4854  0.80     Ideal     F     VS2  61.2  58.0  3713 5.99 6.03 3.68    1
## 4855  1.00   Premium     G     SI2  61.4  61.0  3713 6.35 6.32 3.89    1
## 4856  1.02   Premium     I     SI1  60.2  60.0  3713 6.45 6.39 3.87    1
## 4857  1.02      Good     H     SI2  64.3  60.0  3713 6.36 6.25 4.06    1
## 4858  1.02   Premium     H     SI2  61.3  57.0  3713 6.51 6.45 3.97    1
## 4859  1.00 Very Good     G     SI2  63.1  63.0  3713 6.33 6.23 3.96    1
## 4860  1.02 Very Good     H     SI2  63.4  63.0  3713 6.36 6.32 4.02    1
## 4861  1.02   Premium     H     SI2  60.8  58.0  3713 6.48 6.45 3.93    1
## 4862  1.02     Ideal     H     SI2  62.0  56.0  3713 6.40 6.34 3.95    1
## 4863  1.02     Ideal     I     SI1  62.1  56.0  3713 6.44 6.39 3.98    1
## 4864  0.90   Premium     F     SI1  61.3  58.0  3714 6.13 6.08 3.74    1
## 4865  0.73     Ideal     E    VVS2  62.0  57.0  3714 5.79 5.73 3.57    1
## 4866  0.90 Very Good     E     SI2  61.6  58.0  3715 6.18 6.23 3.82    1
## 4867  0.90 Very Good     E     SI2  62.2  54.0  3715 6.13 6.21 3.84    1
## 4868  0.79     Ideal     E     SI1  61.6  55.0  3715 5.94 6.04 3.69    1
## 4869  0.76     Ideal     F    VVS2  60.9  57.0  3716 5.89 5.96 3.61    1
## 4870  0.71     Ideal     D     VS1  60.9  58.0  3716 5.72 5.78 3.50    1
## 4871  0.97      Good     J     VS2  60.0  56.0  3717 6.40 6.46 3.86    1
## 4872  1.01   Premium     F     SI2  60.0  60.0  3717 6.46 6.40 3.86    1
## 4873  1.01      Good     I     VS2  57.1  63.0  3717 6.60 6.56 3.76    1
## 4874  0.75 Very Good     E     VS2  63.0  57.0  3718 5.81 5.78 3.65    1
## 4875  0.90 Very Good     G     SI1  63.6  57.0  3718 6.07 6.13 3.88    1
## 4876  0.90     Ideal     G     SI2  62.3  56.0  3718 6.14 6.21 3.85    1
## 4877  0.90      Good     I    VVS2  64.8  55.0  3718 6.04 6.15 3.95    1
## 4878  0.71   Premium     D     VS1  59.2  59.0  3718 5.90 5.85 3.48    1
## 4879  1.04     Ideal     F      I1  61.6  57.0  3718 6.51 6.46 4.00    1
## 4880  0.72 Very Good     E    VVS2  62.0  58.0  3719 5.71 5.74 3.55    1
## 4881  0.73 Very Good     F    VVS1  60.6  56.0  3720 5.79 5.83 3.52    1
## 4882  0.90 Very Good     I     VS2  61.2  57.0  3720 6.15 6.20 3.78    1
## 4883  0.80 Very Good     F     VS1  62.6  57.0  3720 5.90 5.98 3.72    1
## 4884  0.80 Very Good     F     VS1  62.3  57.0  3720 5.92 5.95 3.70    1
## 4885  0.90   Premium     I     VS1  61.0  55.0  3720 6.29 6.27 3.83    1
## 4886  0.77     Ideal     D     VS2  61.8  56.0  3721 5.84 5.90 3.63    1
## 4887  1.01   Premium     J     VS2  61.0  61.0  3722 6.28 6.22 3.81    1
## 4888  0.90     Ideal     G     SI2  61.5  57.0  3722 6.07 6.19 3.77    1
## 4889  0.72     Ideal     D     SI1  61.2  56.0  3722 5.77 5.79 3.54    1
## 4890  0.96 Very Good     G     SI2  62.6  59.0  3723 6.18 6.29 3.90    1
## 4891  0.91     Ideal     E     SI2  61.1  58.0  3723 6.25 6.29 3.83    1
## 4892  0.91     Ideal     E     SI2  61.8  53.0  3723 6.22 6.30 3.87    1
## 4893  0.92      Good     I     VS1  60.9  63.0  3723 6.27 6.34 3.84    1
## 4894  1.12   Premium     F     SI2  62.4  59.0  3723 6.60 6.54 4.10    1
## 4895  0.95   Premium     G     SI2  59.5  56.0  3724 6.41 6.36 3.80    1
## 4896  0.70 Very Good     E    VVS1  62.5  56.0  3724 5.63 5.70 3.54    1
## 4897  0.70 Very Good     E    VVS1  60.9  59.0  3724 5.67 5.81 3.50    1
## 4898  0.90 Very Good     F     SI1  61.6  56.0  3724 6.14 6.20 3.80    1
## 4899  0.90      Good     F     SI1  63.1  57.0  3724 6.12 6.15 3.87    1
## 4900  0.92 Very Good     G     SI1  63.8  57.0  3724 6.13 6.16 3.92    1
## 4901  1.25   Premium     F      I1  58.0  59.0  3724 7.12 7.05 4.11    1
## 4902  0.90     Ideal     I     VS1  61.8  56.0  3724 6.20 6.23 3.84    1
## 4903  0.90      Good     E     SI2  62.1  63.0  3724 6.09 6.12 3.79    1
## 4904  0.92   Premium     I     VS1  61.4  58.0  3725 6.23 6.27 3.84    1
## 4905  0.70 Very Good     G      IF  63.0  59.0  3725 5.58 5.62 3.53    1
## 4906  0.70     Ideal     G    VVS2  61.6  57.0  3725 5.74 5.71 3.53    1
## 4907  0.90      Fair     H     VS2  64.6  54.0  3725 6.09 6.14 3.95    1
## 4908  1.21      Good     E      I1  63.3  63.0  3726 6.67 6.72 4.24    1
## 4909  0.91 Very Good     F     SI2  61.4  60.0  3726 6.13 6.16 3.77    1
## 4910  1.10   Premium     J     SI2  59.6  59.0  3726 6.74 6.72 4.01    1
## 4911  0.91     Ideal     I     VS2  62.2  59.0  3726 6.13 6.18 3.83    1
## 4912  0.90      Good     H     SI1  57.1  56.0  3726 6.33 6.28 3.60    1
## 4913  1.08 Very Good     E     SI2  63.5  56.0  3726 6.53 6.48 4.13    1
## 4914  1.13     Ideal     E      I1  62.0  55.0  3729 6.66 6.70 4.14    1
## 4915  1.03 Very Good     J     SI2  58.0  60.0  3729 6.64 6.67 3.86    1
## 4916  0.97     Ideal     H     SI2  60.7  55.0  3729 6.47 6.41 3.91    1
## 4917  1.11 Very Good     J     VS2  63.2  59.0  3730 6.55 6.46 4.11    1
## 4918  0.90 Very Good     I     SI1  60.6  56.0  3730 6.23 6.28 3.79    1
## 4919  0.90      Good     H     SI1  61.4  60.0  3730 6.06 6.12 3.74    1
## 4920  0.91      Fair     D     SI1  64.7  61.0  3730 6.06 5.99 3.90    1
## 4921  0.91      Fair     D     SI1  65.2  57.0  3730 6.08 6.04 3.95    1
## 4922  0.91      Good     D     SI1  64.0  58.0  3730 6.09 6.06 3.89    1
## 4923  0.90   Premium     I    VVS2  60.9  59.0  3730 6.25 6.22 3.80    1
## 4924  1.11      Fair     H     SI2  64.4  58.0  3730 6.55 6.50 4.20    1
## 4925  0.90   Premium     H     SI1  60.7  59.0  3730 6.26 6.19 3.78    1
## 4926  0.98 Very Good     H     SI2  62.1  59.0  3731 6.33 6.39 3.95    1
## 4927  1.01     Ideal     J     SI2  61.6  55.0  3732 6.45 6.50 3.99    1
## 4928  1.01   Premium     H     SI2  59.6  60.0  3732 6.55 6.50 3.89    1
## 4929  0.58     Ideal     D    VVS1  62.1  55.0  3732 5.33 5.37 3.32    1
## 4930  0.76     Ideal     D     SI1  62.3  55.0  3732 5.81 5.84 3.63    1
## 4931  0.80     Ideal     H    VVS1  61.8  57.0  3732 5.93 5.89 3.65    1
## 4932  1.19     Ideal     H      I1  61.5  57.0  3732 6.83 6.79 4.19    1
## 4933  1.27   Premium     I      I1  60.2  62.0  3732 7.05 7.00 4.23    1
## 4934  1.01     Ideal     F     SI2  62.4  56.0  3733 6.44 6.38 4.00    1
## 4935  1.01   Premium     F     SI2  62.7  58.0  3733 6.38 6.32 3.98    1
## 4936  1.15      Good     J     SI2  63.8  60.0  3733 6.63 6.56 4.21    1
## 4937  1.01      Good     G     SI1  64.3  55.0  3733 6.34 6.31 4.07    1
## 4938  0.90      Good     F     SI1  61.0  62.0  3733 6.17 6.26 3.79    1
## 4939  1.01   Premium     H     SI2  60.8  59.0  3733 6.51 6.46 3.94    1
## 4940  1.01     Ideal     I     SI2  61.9  55.0  3733 6.45 6.38 3.97    1
## 4941  1.01      Fair     H     VS2  65.2  56.0  3733 6.23 6.19 4.05    1
## 4942  1.01   Premium     J     SI2  61.2  59.0  3733 6.43 6.37 3.92    1
## 4943  0.90      Good     G     SI1  62.8  59.0  3734 6.08 6.12 3.83    1
## 4944  0.90      Good     G     SI1  63.8  59.0  3734 6.05 6.08 3.87    1
## 4945  0.90   Premium     G     SI1  62.2  60.0  3734 6.10 6.16 3.81    1
## 4946  0.90      Good     G     SI1  63.2  59.0  3734 6.05 6.10 3.84    1
## 4947  0.91 Very Good     H     SI1  62.2  60.0  3734 6.16 6.22 3.85    1
## 4948  0.90      Good     I      IF  63.7  64.0  3734 6.02 6.07 3.85    1
## 4949  0.90      Good     H     VS1  64.0  59.0  3734 6.01 6.05 3.86    1
## 4950  0.90 Very Good     G     SI1  62.0  61.0  3734 6.07 6.13 3.78    1
## 4951  0.90      Good     G     SI1  63.1  59.0  3734 6.11 6.15 3.87    1
## 4952  0.90      Good     G     SI1  63.7  58.0  3734 6.09 6.12 3.89    1
## 4953  0.90      Good     G     SI1  63.7  60.0  3734 6.07 6.11 3.88    1
## 4954  0.91 Very Good     H     SI1  62.8  58.0  3734 6.13 6.16 3.86    1
## 4955  0.91 Very Good     I     VS1  61.9  57.0  3734 6.19 6.24 3.85    1
## 4956  0.90      Good     H     SI1  58.9  61.0  3734 6.27 6.36 3.72    1
## 4957  1.13   Premium     I     SI2  62.1  60.0  3734 6.74 6.66 4.16    1
## 4958  1.51      Fair     F      I1  67.8  59.0  3734 7.09 7.00 4.78    1
## 4959  1.51      Fair     F      I1  67.5  56.0  3734 7.17 7.05 4.80    1
## 4960  0.73     Ideal     D     VS2  62.6  55.0  3735 5.71 5.76 3.59    1
## 4961  1.14      Good     I     SI2  60.0  65.0  3735 6.80 6.75 4.06    1
## 4962  1.15   Premium     H     SI2  59.6  59.0  3735 6.82 6.78 4.05    1
## 4963  0.78     Ideal     D     VS2  62.9  56.0  3736 5.85 5.88 3.69    1
## 4964  0.78     Ideal     G     VS1  61.6  55.0  3736 5.91 5.94 3.65    1
## 4965  0.90      Good     E     SI2  63.0  58.0  3736 6.08 6.11 3.84    1
## 4966  0.80 Very Good     H    VVS1  61.9  56.0  3737 5.93 5.96 3.69    1
## 4967  1.01      Good     E     SI2  63.9  58.0  3737 6.37 6.31 4.05    1
## 4968  0.70     Ideal     D    VVS2  60.9  59.0  3737 5.69 5.73 3.48    1
## 4969  0.93 Very Good     G     SI2  62.7  57.0  3738 6.21 6.26 3.91    1
## 4970  1.03     Ideal     J     SI1  62.3  57.0  3738 6.48 6.43 4.02    1
## 4971  0.71     Ideal     G      IF  60.9  57.0  3739 5.74 5.79 3.51    1
## 4972  1.01     Ideal     G     SI2  61.5  57.0  3739 6.42 6.46 3.96    1
## 4973  1.19 Very Good     G     SI2  63.4  56.0  3739 6.69 6.56 4.20    1
## 4974  1.00      Good     H     SI2  63.2  60.0  3740 6.27 6.30 3.97    1
## 4975  0.75     Ideal     G    VVS2  62.0  56.0  3740 5.79 5.85 3.61    1
## 4976  1.00      Fair     F     SI2  65.1  60.0  3740 6.19 6.10 4.00    1
## 4977  0.72     Ideal     F    VVS2  62.3  57.0  3740 5.72 5.74 3.57    1
## 4978  1.06   Premium     J     SI2  61.3  60.0  3740 6.59 6.52 4.02    1
## 4979  0.90   Premium     D     SI2  61.0  59.0  3740 6.18 6.14 3.76    1
## 4980  0.90      Good     D     SI2  63.8  58.0  3740 6.13 6.09 3.90    1
## 4981  0.90   Premium     D     SI2  62.3  58.0  3740 6.27 6.05 3.84    1
## 4982  0.90      Good     D     SI2  63.6  57.0  3740 6.07 6.03 3.85    1
## 4983  0.70     Ideal     F    VVS2  61.9  54.8  3741 5.68 5.72 3.53    1
## 4984  0.58     Ideal     D    VVS1  62.2  56.0  3741 5.34 5.36 3.33    1
## 4985  0.90      Good     I    VVS1  63.9  63.0  3741 6.04 6.07 3.87    1
## 4986  1.08      Good     J     SI2  63.2  59.0  3742 6.40 6.57 4.10    1
## 4987  1.05 Very Good     I     SI2  62.3  59.0  3742 6.42 6.46 4.01    1
## 4988  0.87   Premium     D     SI1  58.8  56.0  3742 6.30 6.26 3.69    1
## 4989  1.09 Very Good     D     SI2  63.4  59.0  3742 6.59 6.54 4.16    1
## 4990  0.91   Premium     E     SI2  61.6  60.0  3743 6.14 6.10 3.77    1
## 4991  0.91     Ideal     H     VS2  63.0  56.0  3743 6.15 6.05 3.84    1
## 4992  1.03      Good     D     SI2  57.2  59.0  3743 6.66 6.63 3.80    1
## 4993  0.90      Fair     E     SI1  64.9  56.0  3743 6.12 6.18 3.99    1
## 4994  1.03      Fair     D     SI2  66.4  56.0  3743 6.31 6.19 4.15    1
## 4995  0.92      Good     E     SI2  61.8  59.0  3744 6.11 6.19 3.80    1
## 4996  0.78 Very Good     F     VS1  61.7  55.0  3744 5.89 5.94 3.65    1
## 4997  0.93      Good     D     SI2  59.2  62.0  3744 6.36 6.38 3.77    1
## 4998  1.02 Very Good     J     SI2  63.3  56.0  3745 6.38 6.42 4.05    1
## 4999  1.13     Ideal     H      I1  62.2  55.0  3745 6.69 6.65 4.15    1
## 5000  1.10   Premium     F      I1  59.8  61.0  3745 6.70 6.65 3.99    1
## 5001  1.10     Ideal     F      I1  61.8  56.0  3745 6.65 6.61 4.10    1
## 5002  1.52      Fair     I      I1  67.7  58.0  3745 7.07 7.00 4.76    1
## 5003  0.91   Premium     F     SI2  62.6  58.0  3746 6.14 6.09 3.83    1
## 5004  0.90 Very Good     J    VVS1  60.4  60.0  3746 6.23 6.28 3.78    1
## 5005  0.72     Ideal     F    VVS2  60.9  56.0  3746 5.77 5.83 3.53    1
## 5006  0.93 Very Good     E     SI2  63.0  58.0  3746 6.16 6.18 3.89    1
## 5007  1.13   Premium     G      I1  61.2  58.0  3746 6.77 6.66 4.11    1
## 5008  0.91   Premium     F     SI2  58.2  61.0  3746 6.58 6.41 3.77    1
## 5009  0.91 Very Good     F     SI2  63.3  54.0  3746 6.22 6.14 3.91    1
## 5010  0.74     Ideal     D     VS1  61.7  55.0  3746 5.85 5.79 3.59    1
## 5011  0.91     Ideal     F     SI2  62.2  56.0  3746 6.17 6.14 3.83    1
## 5012  0.91     Ideal     F     SI2  62.4  57.0  3746 6.22 6.18 3.87    1
## 5013  0.91      Good     I     VS2  58.0  62.0  3747 6.32 6.38 3.68    1
## 5014  0.90 Very Good     E     SI1  62.5  60.0  3748 6.09 6.13 3.82    1
## 5015  0.71     Ideal     E     VS1  61.5  55.0  3748 5.78 5.75 3.55    1
## 5016  0.92   Premium     F     SI1  62.6  59.0  3749 6.19 6.23 3.89    1
## 5017  1.01 Very Good     J     SI1  62.9  56.0  3749 6.35 6.40 4.01    1
## 5018  1.01   Premium     I     SI2  61.7  60.0  3749 6.34 6.40 3.93    1
## 5019  1.03     Ideal     F     SI2  61.9  56.0  3749 6.53 6.49 4.03    1
## 5020  0.63     Ideal     F      IF  60.9  57.0  3749 5.53 5.57 3.38    1
## 5021  1.03      Fair     H     SI2  66.3  57.0  3749 6.35 6.25 4.18    1
## 5022  1.03   Premium     H     SI2  62.7  62.0  3749 6.43 6.38 4.02    1
## 5023  1.03   Premium     J     SI1  61.1  61.0  3749 6.49 6.44 3.95    1
## 5024  1.03   Premium     H     SI2  62.0  60.0  3749 6.47 6.41 4.00    1
## 5025  1.03   Premium     I     SI1  62.0  58.0  3749 6.46 6.41 3.99    1
## 5026  0.90      Good     F     VS1  63.8  56.0  3750 5.99 5.92 3.80    1
## 5027  1.08   Premium     I     SI2  60.1  59.0  3750 6.75 6.69 4.04    1
## 5028  0.30     Ideal     F     VS2  60.5  58.0   573 4.30 4.36 2.62    1
## 5029  0.33     Ideal     I     VS1  61.7  55.0   573 4.44 4.47 2.75    1
## 5030  0.40     Ideal     G     SI2  62.6  54.0   573 4.73 4.76 2.97    1
## 5031  0.40     Ideal     G     SI2  62.4  56.0   573 4.71 4.75 2.95    1
## 5032  0.40     Ideal     G     SI2  62.1  53.0   573 4.75 4.78 2.96    1
## 5033  0.40     Ideal     I     SI1  61.8  55.0   573 4.74 4.78 2.94    1
## 5034  0.31     Ideal     H     SI1  61.4  55.0   573 4.44 4.36 2.70    1
## 5035  0.31   Premium     H     SI1  59.0  57.0   573 4.44 4.40 2.61    1
## 5036  0.31   Premium     H     SI1  62.3  55.0   573 4.36 4.34 2.71    1
## 5037  0.31   Premium     H     SI1  61.1  55.0   573 4.39 4.35 2.67    1
## 5038  0.31      Good     H     SI1  63.6  57.0   573 4.33 4.32 2.75    1
## 5039  0.31   Premium     H     SI1  62.4  60.0   573 4.34 4.32 2.70    1
## 5040  0.31   Premium     H     SI1  61.1  57.0   573 4.35 4.32 2.65    1
## 5041  0.31     Ideal     H     SI1  62.7  56.0   573 4.38 4.33 2.73    1
## 5042  0.31   Premium     H     SI1  60.5  60.0   573 4.40 4.33 2.64    1
## 5043  0.31 Very Good     H     SI1  63.1  57.0   573 4.34 4.31 2.73    1
## 5044  0.30     Ideal     D     SI2  60.2  56.0   574 4.40 4.37 2.64    1
## 5045  0.31     Ideal     G     VS2  61.4  57.0   574 4.35 4.38 2.68    1
## 5046  0.31     Ideal     G     VS2  61.4  56.0   574 4.34 4.37 2.67    1
## 5047  0.34   Premium     G     SI2  62.8  58.0   574 4.46 4.43 2.79    1
## 5048  0.34 Very Good     F     SI2  63.3  54.0   574 4.48 4.46 2.83    1
## 5049  0.34   Premium     F     SI2  60.0  58.0   574 4.58 4.55 2.74    1
## 5050  0.34   Premium     F     SI2  61.7  61.0   574 4.48 4.44 2.75    1
## 5051  0.34   Premium     F     SI2  63.0  58.0   574 4.47 4.45 2.81    1
## 5052  0.30   Premium     G     SI1  62.6  57.0   574 4.34 4.25 2.69    1
## 5053  0.30   Premium     G     SI1  61.6  59.0   574 4.28 4.26 2.63    1
## 5054  0.30      Good     G     SI1  63.8  56.0   574 4.30 4.26 2.73    1
## 5055  0.30   Premium     G     SI1  61.4  57.0   574 4.35 4.31 2.66    1
## 5056  0.30   Premium     G     SI1  59.8  57.0   574 4.37 4.32 2.60    1
## 5057  0.30   Premium     G     SI1  59.7  60.0   574 4.39 4.35 2.61    1
## 5058  0.77     Ideal     F     VS1  61.9  54.0  3750 5.91 5.94 3.66    1
## 5059  0.95      Good     F     SI2  59.7  57.0  3750 6.41 6.45 3.84    1
## 5060  0.90      Fair     F     VS1  65.7  59.0  3750 5.96 5.92 3.90    1
## 5061  0.93   Premium     H     SI1  61.8  59.0  3750 6.27 6.23 3.86    1
## 5062  0.90      Fair     F     VS2  65.7  57.0  3750 6.03 5.99 3.95    1
## 5063  1.01   Premium     G     SI2  62.9  57.0  3750 6.39 6.33 4.00    1
## 5064  0.93      Fair     H     SI1  64.6  58.0  3750 6.13 6.07 3.94    1
## 5065  0.91 Very Good     E     SI2  63.8  60.0  3751 6.05 6.09 3.87    1
## 5066  1.25   Premium     J     VS2  59.8  58.0  3751 7.02 6.96 4.18    1
## 5067  0.92   Premium     G     SI1  61.5  60.0  3751 6.26 6.19 3.83    1
## 5068  0.91     Ideal     I     VS2  62.2  56.0  3751 6.22 6.18 3.86    1
## 5069  0.90      Fair     D     SI1  65.7  65.0  3751 6.06 5.94 3.94    1
## 5070  0.90 Very Good     G     SI1  63.3  56.0  3752 6.08 6.11 3.86    1
## 5071  0.90 Very Good     G     SI1  63.8  57.0  3752 6.04 6.13 3.88    1
## 5072  0.70     Ideal     D     VS1  61.4  54.2  3752 5.72 5.76 3.52    1
## 5073  0.90      Good     G     SI1  60.0  61.0  3752 6.19 6.22 3.72    1
## 5074  1.00      Good     E     SI2  57.9  59.0  3752 6.65 6.51 3.80    1
## 5075  1.00   Premium     E     SI2  61.0  59.0  3752 6.40 6.33 3.89    1
## 5076  1.06 Very Good     J     SI2  62.0  58.0  3754 6.45 6.53 4.04    1
## 5077  1.02      Fair     F     SI2  65.5  59.0  3754 6.27 6.24 4.10    1
## 5078  1.02   Premium     F     SI2  62.5  58.0  3754 6.47 6.40 4.02    1
## 5079  0.90      Good     D     SI1  64.1  56.0  3755 6.04 6.07 3.88    1
## 5080  0.90      Good     D     SI1  63.6  63.0  3755 6.03 6.07 3.85    1
## 5081  1.14     Ideal     F      I1  61.7  57.0  3755 6.67 6.70 4.13    1
## 5082  1.03 Very Good     G     SI2  63.0  60.0  3755 6.35 6.39 4.01    1
## 5083  1.02 Very Good     J     SI2  62.9  59.0  3755 6.34 6.41 4.01    1
## 5084  0.77     Ideal     D     VS2  61.8  56.0  3755 5.90 5.84 3.63    1
## 5085  0.91     Ideal     E     SI2  62.7  57.0  3756 6.19 6.26 3.90    1
## 5086  0.91 Very Good     H     SI2  63.3  58.0  3756 6.11 6.06 3.85    1
## 5087  0.81     Ideal     F     VS2  61.7  57.0  3756 5.97 6.02 3.70    1
## 5088  1.01      Good     J     SI2  59.5  62.0  3756 6.42 6.46 3.83    1
## 5089  0.86      Fair     G     VS1  64.6  58.8  3756 5.95 6.04 3.87    1
## 5090  0.73     Ideal     E     VS1  61.7  57.0  3758 5.77 5.80 3.57    1
## 5091  0.94   Premium     E     SI2  60.4  59.0  3758 6.37 6.34 3.84    1
## 5092  0.61     Ideal     D    VVS2  61.7  56.0  3758 5.47 5.42 3.36    1
## 5093  0.72     Ideal     F     VS1  61.6  56.0  3759 5.76 5.79 3.56    1
## 5094  0.72     Ideal     F     VS1  61.5  56.0  3759 5.77 5.80 3.56    1
## 5095  0.72     Ideal     F     VS1  60.7  57.0  3759 5.79 5.87 3.54    1
## 5096  0.72     Ideal     F     VS1  61.7  56.0  3759 5.75 5.78 3.56    1
## 5097  0.72     Ideal     F     VS1  61.4  56.0  3759 5.75 5.79 3.54    1
## 5098  0.72     Ideal     F     VS1  61.0  55.0  3759 5.77 5.81 3.53    1
## 5099  0.72     Ideal     F     VS1  61.3  56.0  3759 5.74 5.78 3.54    1
## 5100  0.72     Ideal     F     VS1  61.5  56.0  3759 5.74 5.77 3.53    1
## 5101  0.72     Ideal     F     VS1  60.5  56.0  3759 5.82 5.85 3.53    1
## 5102  0.71 Very Good     E    VVS2  60.3  52.0  3760 5.80 5.87 3.52    1
## 5103  0.79     Ideal     G    VVS2  62.1  56.0  3760 5.89 5.93 3.67    1
## 5104  1.09     Ideal     E     SI2  59.4  57.0  3760 6.74 6.65 3.98    1
## 5105  0.74     Ideal     H      IF  60.9  57.0  3760 5.83 5.85 3.56    1
## 5106  1.01   Premium     I     SI2  60.5  61.0  3761 6.47 6.42 3.90    1
## 5107  0.72 Very Good     F    VVS1  62.1  55.0  3762 5.72 5.78 3.57    1
## 5108  0.91 Very Good     H     SI1  62.7  56.0  3762 6.14 6.18 3.86    1
## 5109  1.04     Ideal     J     SI2  60.4  57.0  3762 6.55 6.60 3.97    1
## 5110  0.92 Very Good     F     SI2  62.9  58.0  3763 6.18 6.22 3.90    1
## 5111  0.91 Very Good     E     SI2  62.9  56.0  3763 6.14 6.17 3.87    1
## 5112  0.91 Very Good     G     SI1  63.4  59.0  3763 6.20 6.14 3.91    1
## 5113  0.70     Ideal     G    VVS1  61.6  57.0  3763 5.69 5.73 3.52    1
## 5114  0.78     Ideal     D     VS2  61.9  56.0  3763 5.88 5.94 3.66    1
## 5115  0.92     Ideal     F     SI2  61.5  56.0  3763 6.27 6.32 3.87    1
## 5116  0.91     Ideal     F     SI2  60.3  57.0  3763 6.26 6.34 3.80    1
## 5117  0.91      Good     D     SI2  64.7  57.0  3763 6.02 6.04 3.90    1
## 5118  1.00      Fair     E     SI2  64.6  54.0  3763 6.33 6.27 4.07    1
## 5119  1.00      Good     E     SI2  57.7  65.0  3763 6.59 6.55 3.79    1
## 5120  1.00      Fair     I     VS1  65.3  55.0  3763 6.34 6.25 4.11    1
## 5121  1.00   Premium     I     VS1  60.3  62.0  3763 6.46 6.41 3.88    1
## 5122  1.00   Premium     E     SI2  60.7  58.0  3763 6.45 6.38 3.90    1
## 5123  1.00      Good     I     VS1  64.0  53.0  3763 6.34 6.28 4.04    1
## 5124  1.20     Ideal     H      I1  58.6  57.0  3763 7.01 6.96 4.09    1
## 5125  1.12     Ideal     H     SI2  61.4  56.0  3763 6.69 6.66 4.10    1
## 5126  1.00   Premium     I     VS1  60.1  62.0  3763 6.50 6.47 3.90    1
## 5127  1.00      Fair     E     SI2  69.0  56.0  3763 6.01 5.94 4.12    1
## 5128  1.00 Very Good     E     SI2  63.2  56.0  3763 6.40 6.32 4.02    1
## 5129  0.91   Premium     G     SI1  62.6  56.0  3763 6.21 6.16 3.87    1
## 5130  1.22      Fair     G     SI2  64.7  61.0  3763 6.75 6.68 4.34    1
## 5131  1.00 Very Good     E     SI2  63.5  56.0  3763 6.37 6.30 4.02    1
## 5132  0.90 Very Good     I     VS2  62.8  52.0  3764 6.19 6.23 3.90    1
## 5133  1.51      Fair     H      I1  65.6  61.0  3765 7.16 7.00 4.66    1
## 5134  1.03      Fair     G     SI2  65.6  58.0  3765 6.30 6.26 4.12    1
## 5135  0.93 Very Good     I     VS2  63.1  58.0  3766 6.19 6.21 3.91    1
## 5136  0.85     Ideal     G     SI1  62.1  56.0  3766 6.05 6.10 3.77    1
## 5137  1.01   Premium     I     SI2  59.6  62.0  3767 6.56 6.50 3.89    1
## 5138  0.76   Premium     E    VVS2  60.6  59.0  3767 5.94 5.85 3.57    1
## 5139  1.00      Fair     D     SI2  65.6  66.0  3767 6.10 6.01 3.97    1
## 5140  1.01      Good     F     SI2  64.0  56.0  3768 6.25 6.32 4.02    1
## 5141  1.01      Good     F     SI2  63.1  58.0  3768 6.34 6.38 4.01    1
## 5142  0.96   Premium     H     SI1  62.7  58.0  3768 6.27 6.24 3.92    1
## 5143  1.02   Premium     D      I1  61.4  60.0  3769 6.42 6.47 3.96    1
## 5144  1.02 Very Good     I     SI2  63.4  57.0  3769 6.37 6.40 4.05    1
## 5145  1.02   Premium     H     SI2  59.2  59.0  3769 6.57 6.54 3.88    1
## 5146  1.00      Good     J     VS2  58.7  61.0  3769 6.50 6.52 3.82    1
## 5147  0.90      Good     F     SI2  58.0  57.0  3770 6.34 6.41 3.70    1
## 5148  0.90 Very Good     F     SI2  62.0  61.0  3770 6.14 6.16 3.81    1
## 5149  0.90 Very Good     F     SI2  61.4  62.0  3770 6.11 6.20 3.78    1
## 5150  0.90   Premium     F     SI2  61.5  59.0  3770 6.20 6.23 3.82    1
## 5151  1.01 Very Good     I     SI2  62.1  56.0  3770 6.41 6.45 3.99    1
## 5152  0.90 Very Good     H     SI1  60.8  57.0  3770 6.22 6.25 3.79    1
## 5153  0.90     Ideal     H     SI2  61.5  56.0  3770 6.24 6.18 3.82    1
## 5154  1.02      Good     H     SI2  57.9  61.0  3770 6.75 6.68 3.89    1
## 5155  0.91 Very Good     H     SI1  63.4  56.0  3771 6.18 6.10 3.89    1
## 5156  0.91 Very Good     E     SI2  63.0  56.0  3772 6.12 6.16 3.87    1
## 5157  0.90 Very Good     H     SI1  61.7  57.0  3772 6.21 6.26 3.85    1
## 5158  0.91     Ideal     E     SI2  62.6  57.0  3772 6.13 6.18 3.85    1
## 5159  0.71     Ideal     G      IF  61.8  57.0  3772 5.70 5.75 3.54    1
## 5160  1.02      Good     D     SI2  58.9  65.0  3773 6.54 6.59 3.87    1
## 5161  0.71     Ideal     E     VS2  61.9  55.0  3773 5.68 5.72 3.53    1
## 5162  1.04   Premium     I     SI2  62.0  57.0  3774 6.53 6.47 4.03    2
## 5163  0.83 Very Good     I    VVS1  61.8  56.0  3774 6.00 6.03 3.72    1
## 5164  1.29 Very Good     F      I1  58.2  61.0  3774 7.11 7.15 4.15    1
## 5165  0.90   Premium     G     SI1  62.9  58.0  3774 6.11 6.02 3.82    1
## 5166  0.90   Premium     G     SI1  60.6  61.0  3774 6.21 6.16 3.75    1
## 5167  0.91     Ideal     E     SI2  62.5  56.0  3774 6.16 6.19 3.86    1
## 5168  0.83     Ideal     D     SI2  62.0  55.0  3774 6.02 6.05 3.74    1
## 5169  0.83     Ideal     F     SI1  62.0  55.0  3774 6.03 6.07 3.75    1
## 5170  0.90   Premium     G     SI1  61.3  60.0  3774 6.17 6.14 3.77    1
## 5171  0.90   Premium     G     SI1  62.7  59.0  3774 6.14 6.10 3.84    1
## 5172  0.90      Good     G     SI1  63.8  61.0  3774 6.09 6.05 3.87    1
## 5173  0.80     Ideal     H      IF  61.1  56.0  3774 6.02 5.96 3.66    1
## 5174  0.90   Premium     G     SI1  62.7  58.0  3774 6.13 6.08 3.83    1
## 5175  0.83     Ideal     E     SI1  61.6  56.0  3775 6.03 6.05 3.72    1
## 5176  0.90      Good     H     VS2  63.6  55.0  3775 6.14 6.09 3.89    1
## 5177  1.07     Ideal     J     SI1  60.8  56.0  3775 6.61 6.57 4.01    1
## 5178  1.07   Premium     H     SI2  60.0  59.0  3775 6.60 6.56 3.95    1
## 5179  0.91 Very Good     G     VS2  62.7  63.0  3776 6.05 6.00 3.78    1
## 5180  0.91      Good     G     SI1  63.5  61.0  3776 6.05 6.10 3.86    1
## 5181  1.06     Ideal     I     SI2  61.4  57.0  3777 6.57 6.63 4.05    1
## 5182  0.73     Ideal     G    VVS2  62.4  57.0  3777 5.71 5.79 3.59    1
## 5183  1.01     Ideal     F     SI2  61.3  57.0  3777 6.40 6.35 3.91    1
## 5184  0.71   Premium     E    VVS1  62.7  60.0  3779 5.73 5.62 3.56    1
## 5185  0.90      Good     F     SI1  62.7  58.0  3780 6.11 6.13 3.84    1
## 5186  0.90      Good     F     SI1  62.9  57.0  3780 6.08 6.13 3.84    1
## 5187  0.90 Very Good     F     SI1  61.3  58.0  3780 6.08 6.13 3.74    1
## 5188  0.73     Ideal     E    VVS2  62.0  57.0  3780 5.73 5.79 3.57    1
## 5189  1.04 Very Good     D     SI2  63.1  58.0  3780 6.39 6.33 4.01    1
## 5190  1.04   Premium     D     SI2  58.3  58.0  3780 6.67 6.63 3.88    1
## 5191  1.00      Good     J     SI1  63.8  59.0  3780 6.34 6.27 4.02    1
## 5192  1.04   Premium     G     SI1  60.3  58.0  3780 6.60 6.55 3.96    1
## 5193  1.00   Premium     J     SI1  62.8  59.0  3780 6.37 6.27 3.97    1
## 5194  1.00      Fair     J     SI1  64.7  52.0  3780 6.35 6.30 4.09    1
## 5195  1.00   Premium     I     SI2  62.5  56.0  3780 6.38 6.30 3.96    1
## 5196  0.90     Ideal     G     SI1  60.3  56.0  3780 6.27 6.23 3.77    1
## 5197  0.90   Premium     D     SI2  59.8  61.0  3780 6.21 6.17 3.70    1
## 5198  0.72     Ideal     F    VVS2  60.9  56.0  3780 5.83 5.77 3.53    1
## 5199  1.00   Premium     J     SI1  60.8  58.0  3780 6.44 6.39 3.90    1
## 5200  1.00   Premium     I     SI2  61.6  59.0  3780 6.41 6.34 3.93    1
## 5201  0.90   Premium     F     SI2  62.7  58.0  3780 6.16 6.09 3.84    1
## 5202  1.04      Fair     D     SI2  65.8  58.0  3780 6.32 6.25 4.13    1
## 5203  1.50   Premium     D      I1  62.4  60.0  3780 7.37 7.19 4.54    1
## 5204  0.82     Ideal     H    VVS2  61.4  56.0  3781 6.01 6.05 3.71    1
## 5205  0.91   Premium     D     SI2  62.3  57.0  3781 6.22 6.14 3.85    1
## 5206  0.91      Good     D     SI2  63.8  58.0  3781 6.09 6.04 3.87    1
## 5207  1.20   Premium     J     SI2  61.7  57.0  3782 6.85 6.79 4.21    1
## 5208  1.01   Premium     H     SI2  62.3  60.0  3782 6.39 6.32 3.96    1
## 5209  1.01   Premium     I     SI1  62.8  58.0  3782 6.40 6.34 4.00    1
## 5210  1.07 Very Good     J     SI2  61.6  54.0  3783 6.57 6.59 4.05    1
## 5211  0.73     Ideal     G    VVS2  61.0  56.0  3783 5.82 5.86 3.56    1
## 5212  0.69     Ideal     F    VVS1  61.6  56.0  3784 5.69 5.71 3.51    1
## 5213  0.73     Ideal     H      IF  62.3  55.0  3785 5.77 5.79 3.60    1
## 5214  0.92      Good     I     VS2  59.6  61.0  3785 6.28 6.34 3.76    1
## 5215  1.02     Ideal     I     SI2  60.7  57.0  3786 6.54 6.57 3.98    1
## 5216  1.02      Good     I     SI2  63.6  56.0  3786 6.37 6.40 4.06    1
## 5217  0.77     Ideal     G     VS2  61.7  55.0  3786 5.89 5.91 3.64    1
## 5218  1.04     Ideal     H     SI2  60.5  57.0  3786 6.55 6.51 3.95    1
## 5219  0.77 Very Good     D     VS2  59.6  57.0  3787 6.01 6.03 3.59    1
## 5220  0.90 Very Good     G     SI2  63.2  58.0  3787 6.05 6.10 3.84    1
## 5221  0.90 Very Good     F     SI2  62.4  59.0  3787 6.10 6.17 3.83    1
## 5222  1.16   Premium     F     SI2  62.1  59.0  3787 6.74 6.63 4.15    1
## 5223  0.85     Ideal     E     SI2  60.1  56.0  3787 6.17 6.18 3.71    1
## 5224  0.90      Fair     F     SI2  62.6  58.0  3787 6.01 6.06 3.78    1
## 5225  1.02      Fair     G     SI2  65.3  58.0  3787 6.33 6.22 4.10    1
## 5226  0.92      Good     F     SI2  63.7  64.0  3787 6.13 6.08 3.89    1
## 5227  0.92   Premium     F     SI2  62.1  59.0  3787 6.26 6.21 3.87    1
## 5228  0.92   Premium     F     SI2  61.8  58.0  3787 6.23 6.19 3.84    1
## 5229  0.70     Ideal     D     VS2  61.2  57.0  3788 5.69 5.75 3.50    1
## 5230  1.00     Ideal     J     SI1  62.7  58.0  3788 6.35 6.41 4.00    1
## 5231  1.23     Ideal     G     SI2  61.6  55.0  3788 6.91 6.88 4.25    1
## 5232  1.00 Very Good     F     SI2  62.7  58.0  3789 6.30 6.36 3.97    1
## 5233  1.00 Very Good     F     SI2  61.7  58.0  3789 6.32 6.36 3.91    1
## 5234  0.90 Very Good     D     SI2  64.0  58.0  3789 6.06 6.11 3.90    1
## 5235  1.01   Premium     J     VS1  63.0  55.0  3790 6.39 6.34 4.01    1
## 5236  1.01   Premium     H     SI2  60.7  58.0  3790 6.52 6.49 3.95    1
## 5237  1.00   Premium     J     VS2  60.3  58.0  3790 6.49 6.44 3.90    1
## 5238  1.01   Premium     H     SI2  61.9  59.0  3790 6.42 6.37 3.96    1
## 5239  1.24 Very Good     J     SI2  63.1  60.0  3791 6.79 6.74 4.27    1
## 5240  0.59     Ideal     D    VVS1  62.3  54.0  3791 5.36 5.39 3.35    1
## 5241  1.01 Very Good     I     SI2  59.2  59.0  3792 6.52 6.62 3.89    1
## 5242  1.01 Very Good     I     SI2  61.4  63.0  3792 6.33 6.38 3.90    1
## 5243  0.90      Good     G     VS2  63.9  61.0  3792 6.01 5.97 3.83    1
## 5244  1.14   Premium     J     SI1  62.4  59.0  3792 6.70 6.62 4.16    1
## 5245  1.01 Very Good     J     SI2  62.7  55.0  3793 6.42 6.44 4.03    1
## 5246  0.80     Ideal     F     VS1  61.2  56.0  3793 6.01 5.98 3.67    1
## 5247  1.19     Ideal     H      I1  60.3  57.0  3794 6.83 6.93 4.15    1
## 5248  1.12 Very Good     E     SI2  60.9  63.0  3794 6.59 6.65 4.03    1
## 5249  0.90     Ideal     H     SI2  62.3  57.0  3794 6.16 6.19 3.85    1
## 5250  0.82 Very Good     E     VS2  60.4  61.0  3795 6.06 6.09 3.67    1
## 5251  0.72     Ideal     F    VVS1  61.7  56.0  3795 5.73 5.77 3.55    1
## 5252  1.21 Very Good     E      I1  63.3  63.0  3795 6.72 6.67 4.24    1
## 5253  1.03      Good     J     VS2  63.7  56.0  3795 6.42 6.35 4.07    1
## 5254  0.90      Good     E     SI1  63.9  57.0  3795 6.12 6.08 3.90    1
## 5255  1.01 Very Good     G     SI2  62.7  58.0  3796 6.32 6.43 4.00    1
## 5256  1.02 Very Good     J     VS2  59.3  58.0  3796 6.56 6.62 3.91    1
## 5257  0.91      Good     D     SI1  64.0  58.0  3796 6.06 6.09 3.89    1
## 5258  0.79 Very Good     E    VVS1  63.1  60.0  3796 5.88 5.84 3.70    1
## 5259  0.90     Ideal     F     SI2  61.9  56.0  3796 6.19 6.24 3.85    1
## 5260  0.73     Ideal     F     VS1  61.2  57.0  3797 5.79 5.84 3.56    1
## 5261  0.73     Ideal     F     VS1  61.4  55.0  3797 5.80 5.83 3.57    1
## 5262  1.13     Ideal     H     SI2  60.4  56.0  3797 6.78 6.70 4.07    1
## 5263  1.13     Ideal     E      I1  62.0  55.0  3797 6.70 6.66 4.14    1
## 5264  0.72 Very Good     E    VVS2  60.5  55.0  3798 5.82 5.85 3.53    1
## 5265  0.79 Very Good     D     VS1  58.8  60.0  3798 6.03 6.08 3.56    1
## 5266  0.90 Very Good     D     SI2  62.5  58.0  3798 6.12 6.16 3.84    1
## 5267  0.82     Ideal     F     VS2  61.5  57.0  3798 6.01 6.05 3.71    1
## 5268  0.90     Ideal     D     SI2  60.9  57.0  3798 6.20 6.24 3.79    1
## 5269  0.90      Good     D     SI2  59.5  62.0  3798 6.20 6.23 3.70    1
## 5270  0.71 Very Good     D    VVS2  62.3  60.0  3799 5.65 5.71 3.54    1
## 5271  1.00      Good     F     SI2  64.1  58.0  3799 6.35 6.26 4.04    1
## 5272  0.71     Ideal     F     VS1  61.9  56.0  3799 5.66 5.72 3.53    1
## 5273  1.00 Very Good     F     SI2  63.2  59.0  3799 6.31 6.25 3.97    1
## 5274  1.06     Ideal     H     SI2  60.4  57.0  3799 6.64 6.58 3.99    1
## 5275  0.92 Very Good     H     SI1  60.6  60.0  3800 6.28 6.33 3.82    1
## 5276  1.16     Ideal     I     SI2  62.4  55.0  3800 6.76 6.69 4.20    1
## 5277  0.91     Ideal     E     SI2  62.2  57.0  3800 6.20 6.24 3.87    1
## 5278  0.90   Premium     E     SI1  62.3  61.0  3800 6.17 6.12 3.83    1
## 5279  0.78 Very Good     D     VS1  63.2  58.0  3800 5.87 5.81 3.69    1
## 5280  0.90      Good     E     SI1  63.8  56.0  3800 6.12 6.05 3.88    1
## 5281  1.01   Premium     E     SI2  60.4  57.0  3801 6.53 6.49 3.93    1
## 5282  0.90      Good     G     VS2  64.0  59.0  3801 6.04 6.08 3.88    1
## 5283  1.01   Premium     E     SI2  59.5  60.0  3801 6.59 6.53 3.90    1
## 5284  0.71     Ideal     D     VS1  62.1  57.0  3801 5.70 5.73 3.55    1
## 5285  1.00      Good     F     SI2  63.4  60.0  3801 6.28 6.33 4.00    1
## 5286  1.01      Fair     E     SI2  60.0  60.0  3801 6.48 6.38 3.86    1
## 5287  1.01     Ideal     J     SI2  61.6  55.0  3801 6.50 6.45 3.99    1
## 5288  1.01      Fair     I     VS1  64.9  56.0  3801 6.29 6.20 4.07    1
## 5289  1.01   Premium     E     SI2  61.8  61.0  3801 6.35 6.29 3.90    1
## 5290  1.01 Very Good     E     SI2  63.4  58.0  3801 6.43 6.34 4.05    1
## 5291  1.02      Fair     I     SI2  65.5  57.0  3802 6.19 6.24 4.07    1
## 5292  0.93   Premium     G     SI2  61.7  60.0  3802 6.25 6.20 3.84    1
## 5293  0.97     Ideal     H     SI2  61.6  56.0  3802 6.39 6.36 3.93    1
## 5294  0.90 Very Good     F     SI2  61.8  60.0  3803 6.13 6.14 3.79    1
## 5295  0.90   Premium     F     SI2  59.9  59.0  3803 6.32 6.27 3.77    1
## 5296  0.90   Premium     F     SI2  58.9  59.0  3803 6.31 6.26 3.70    1
## 5297  0.85   Premium     E     VS2  60.2  60.0  3803 6.14 6.09 3.68    1
## 5298  0.90   Premium     E     SI2  60.1  62.0  3804 6.28 6.24 3.76    1
## 5299  0.90     Ideal     E     SI2  62.1  56.0  3804 6.25 6.19 3.86    1
## 5300  0.74     Ideal     H    VVS1  61.1  56.0  3804 5.84 5.91 3.59    1
## 5301  0.74     Ideal     E     VS1  62.1  53.0  3804 5.82 5.80 3.61    1
## 5302  1.11   Premium     G     SI2  62.5  57.0  3804 6.54 6.49 4.07    1
## 5303  0.90     Ideal     I     VS2  61.3  56.0  3805 6.24 6.20 3.81    1
## 5304  0.90     Ideal     G     SI2  62.7  53.0  3805 6.18 6.22 3.89    1
## 5305  1.08   Premium     I     SI2  62.7  57.0  3805 6.57 6.53 4.11    1
## 5306  0.90      Good     D     SI2  62.3  58.0  3806 6.05 6.27 3.84    1
## 5307  0.90 Very Good     D     SI2  61.0  59.0  3806 6.14 6.18 3.76    1
## 5308  0.90      Good     D     SI2  63.8  58.0  3806 6.09 6.13 3.90    1
## 5309  0.79 Very Good     F     VS1  61.0  55.0  3806 6.01 6.03 3.67    1
## 5310  0.90      Fair     G     VS1  65.7  58.0  3806 6.02 5.97 3.94    1
## 5311  1.03     Ideal     F     SI2  62.4  57.0  3807 6.43 6.38 4.00    1
## 5312  0.61      Good     F     SI2  62.5  65.0  3807 5.36 5.29 3.33    1
## 5313  0.71 Very Good     E    VVS1  63.0  57.0  3808 5.66 5.70 3.58    1
## 5314  1.00   Premium     G     SI2  61.8  58.0  3808 6.44 6.40 3.97    1
## 5315  0.90     Ideal     E     SI2  62.6  57.0  3808 6.13 6.20 3.86    1
## 5316  1.00   Premium     I     SI1  58.5  59.0  3808 6.56 6.54 3.83    1
## 5317  0.96   Premium     I     VS2  60.6  60.0  3808 6.47 6.40 3.90    1
## 5318  0.84 Very Good     D     SI1  59.2  59.0  3809 6.18 6.21 3.67    1
## 5319  1.04 Very Good     J     SI2  63.5  59.0  3810 6.37 6.42 4.06    1
## 5320  0.82     Ideal     F     SI1  61.7  56.0  3810 6.01 6.06 3.72    1
## 5321  0.90 Very Good     H     VS2  61.6  63.0  3810 6.14 6.10 3.77    1
## 5322  1.08 Very Good     J     SI2  63.2  59.0  3810 6.57 6.40 4.10    1
## 5323  0.90   Premium     H     VS2  62.8  58.0  3810 6.17 6.13 3.86    1
## 5324  0.90   Premium     H     VS2  61.2  61.0  3810 6.21 6.14 3.78    1
## 5325  0.90   Premium     H     VS2  63.0  61.0  3810 6.14 6.05 3.84    1
## 5326  1.00     Ideal     I     SI2  60.9  57.0  3811 6.43 6.47 3.93    1
## 5327  0.78     Ideal     D     VS2  61.9  56.0  3811 5.89 5.91 3.65    1
## 5328  1.02      Good     F     SI2  63.3  61.0  3811 6.28 6.32 3.99    1
## 5329  0.91     Ideal     F     SI2  62.2  56.0  3812 6.14 6.17 3.83    1
## 5330  0.91     Ideal     F     SI2  62.4  57.0  3812 6.18 6.22 3.87    1
## 5331  0.74     Ideal     D     VS1  61.3  57.0  3812 5.80 5.84 3.57    1
## 5332  0.53     Ideal     D      IF  62.2  55.0  3812 5.17 5.19 3.22    1
## 5333  0.93   Premium     D     SI1  60.8  60.0  3812 6.30 6.24 3.81    1
## 5334  0.90   Premium     D     SI1  62.1  60.0  3812 6.20 6.14 3.83    1
## 5335  0.90 Very Good     D     SI1  62.4  63.0  3812 6.13 6.04 3.80    1
## 5336  0.90      Fair     D     SI1  60.4  61.0  3812 6.24 6.22 3.76    1
## 5337  0.93      Good     D     SI1  63.8  59.0  3812 6.21 6.15 3.94    1
## 5338  0.80   Premium     F     VS1  60.5  59.0  3813 6.00 6.03 3.64    1
## 5339  0.74     Ideal     D     VS1  61.7  55.0  3813 5.79 5.85 3.59    1
## 5340  0.73      Fair     E    VVS2  57.4  59.0  3813 5.99 5.95 3.43    1
## 5341  1.05 Very Good     E     SI2  62.2  59.0  3816 6.44 6.51 4.03    1
## 5342  1.18 Very Good     D      I1  61.5  62.0  3816 6.73 6.88 4.19    1
## 5343  0.93   Premium     H     SI1  61.8  59.0  3816 6.23 6.27 3.86    1
## 5344  0.84 Very Good     D     SI1  62.9  58.0  3816 5.93 6.02 3.76    1
## 5345  1.05      Fair     D     SI2  65.4  59.0  3816 6.30 6.24 4.10    1
## 5346  0.72     Ideal     F    VVS2  61.2  56.0  3816 5.78 5.81 3.55    1
## 5347  0.90      Good     G     SI1  64.1  59.4  3816 6.04 6.08 3.88    1
## 5348  0.90      Good     G     SI1  62.2  62.5  3816 6.08 6.10 3.78    1
## 5349  1.01      Fair     G     SI2  58.7  67.0  3816 6.52 6.56 3.84    1
## 5350  1.01      Fair     G     SI2  59.8  66.0  3816 6.42 6.48 3.86    1
## 5351  0.91   Premium     G     SI1  62.2  57.0  3816 6.17 6.12 3.82    1
## 5352  0.91      Fair     H     SI1  64.7  56.0  3816 6.10 6.07 3.94    1
## 5353  0.75 Very Good     E     VS2  60.4  56.0  3817 5.90 5.96 3.58    1
## 5354  0.92 Very Good     G     SI1  61.5  60.0  3817 6.19 6.26 3.83    1
## 5355  0.79     Ideal     D     VS2  61.3  57.0  3818 5.95 6.00 3.66    1
## 5356  0.90 Very Good     D     SI2  63.2  57.0  3818 6.08 6.10 3.85    1
## 5357  0.30 Very Good     D     SI2  63.2  57.0   574 4.24 4.21 2.67    1
## 5358  0.30     Ideal     D     SI2  63.0  55.0   574 4.26 4.25 2.68    1
## 5359  0.30   Premium     D     SI2  61.8  58.0   574 4.32 4.29 2.66    1
## 5360  0.30   Premium     D     SI2  61.2  60.0   574 4.31 4.28 2.63    1
## 5361  0.30   Premium     G     SI1  62.7  58.0   574 4.27 4.22 2.66    1
## 5362  0.34   Premium     J     VS1  61.7  58.0   574 4.47 4.41 2.74    1
## 5363  0.34      Good     I     SI1  63.7  54.0   574 4.48 4.43 2.84    1
## 5364  0.34   Premium     I     SI1  61.3  61.0   574 4.49 4.45 2.74    1
## 5365  0.34   Premium     I     SI1  61.8  57.0   574 4.51 4.46 2.77    1
## 5366  0.34   Premium     I     SI1  60.2  59.0   574 4.55 4.52 2.73    1
## 5367  0.34   Premium     I     SI1  59.2  61.0   574 4.58 4.57 2.71    1
## 5368  0.34   Premium     I     SI1  62.7  58.0   574 4.43 4.40 2.77    1
## 5369  0.34   Premium     G     SI2  62.8  59.0   574 4.47 4.45 2.80    1
## 5370  0.34 Very Good     F     SI2  63.5  56.0   574 4.48 4.44 2.83    1
## 5371  0.34   Premium     F     SI2  60.0  62.0   574 4.55 4.51 2.72    1
## 5372  0.34     Ideal     F     SI2  60.1  56.0   574 4.55 4.54 2.73    1
## 5373  0.30   Premium     G     SI1  58.8  60.0   574 4.39 4.35 2.57    1
## 5374  0.30   Premium     G     SI1  60.1  62.0   574 4.37 4.35 2.62    1
## 5375  0.30     Ideal     G     SI1  62.8  56.0   574 4.32 4.28 2.70    1
## 5376  0.30 Very Good     G     SI1  59.5  63.0   574 4.32 4.29 2.56    1
## 5377  0.30   Premium     G     SI1  61.0  57.0   574 4.34 4.31 2.64    1
## 5378  0.30   Premium     G     SI1  62.9  59.0   574 4.28 4.24 2.68    1
## 5379  0.30   Premium     D     SI2  60.9  58.0   574 4.32 4.29 2.62    1
## 5380  0.30   Premium     D     SI2  62.3  58.0   574 4.32 4.29 2.68    1
## 5381  0.30     Ideal     D     SI2  61.1  55.0   574 4.35 4.32 2.65    1
## 5382  0.30   Premium     D     SI2  60.2  60.0   574 4.35 4.32 2.61    1
## 5383  0.30     Ideal     D     SI2  62.1  57.0   574 4.33 4.30 2.68    1
## 5384  0.30   Premium     D     SI2  62.4  58.0   574 4.31 4.28 2.68    1
## 5385  0.30   Premium     D     SI2  61.4  59.0   574 4.31 4.26 2.63    1
## 5386  0.30 Very Good     D     SI2  63.3  57.0   574 4.30 4.26 2.71    1
## 5387  1.01     Ideal     J     SI1  62.9  56.0  3818 6.40 6.35 4.01    1
## 5388  1.01   Premium     I     SI2  62.6  58.0  3818 6.43 6.38 4.01    1
## 5389  1.01   Premium     I     SI2  62.6  55.0  3818 6.43 6.38 4.01    1
## 5390  1.01 Very Good     I     SI2  63.1  54.0  3818 6.39 6.35 4.02    1
## 5391  0.95   Premium     I     VS2  62.9  57.0  3818 6.24 6.19 3.91    1
## 5392  1.01   Premium     I     SI2  61.7  60.0  3818 6.40 6.34 3.93    1
## 5393  1.00      Good     E     SI2  63.7  61.0  3819 6.27 6.32 4.01    1
## 5394  1.00      Fair     H     VS2  64.8  55.0  3819 6.35 6.28 4.09    1
## 5395  1.00   Premium     H     VS2  59.8  56.0  3819 6.50 6.48 3.88    1
## 5396  1.00      Good     H     VS2  63.9  57.0  3819 6.32 6.26 4.02    1
## 5397  0.90     Ideal     I     VS2  62.6  54.3  3820 6.14 6.17 3.86    1
## 5398  0.90     Ideal     G     SI2  62.8  54.0  3820 6.11 6.15 3.85    1
## 5399  1.52   Premium     G      I1  61.7  58.0  3820 7.43 7.34 4.56    1
## 5400  0.76     Ideal     F     VS1  61.9  55.0  3820 5.88 5.84 3.63    1
## 5401  0.85     Ideal     D     VS2  61.9  55.0  3821 6.07 6.14 3.78    1
## 5402  1.02   Premium     G     SI2  62.3  58.1  3822 6.41 6.38 4.00    1
## 5403  0.75   Premium     F    VVS2  62.4  57.0  3822 5.88 5.75 3.63    1
## 5404  1.05   Premium     J     VS1  62.7  61.0  3822 6.58 6.49 4.09    1
## 5405  1.05   Premium     H     SI2  63.0  57.0  3822 6.47 6.42 4.06    1
## 5406  1.05      Good     H     SI2  63.9  56.0  3822 6.44 6.37 4.09    1
## 5407  0.91   Premium     F     SI2  62.5  56.0  3822 6.21 6.15 3.86    1
## 5408  1.05     Ideal     I     SI1  60.4  57.0  3822 6.60 6.58 3.98    1
## 5409  1.01      Good     J     VS1  63.2  62.0  3823 6.29 6.33 3.99    1
## 5410  1.01      Good     I     SI2  62.6  59.0  3823 6.34 6.43 4.00    1
## 5411  0.92 Very Good     D     SI2  63.3  59.0  3823 6.18 6.12 3.89    1
## 5412  1.06   Premium     J     SI2  62.0  58.0  3823 6.53 6.45 4.04    1
## 5413  1.03   Premium     G     SI2  63.0  60.0  3824 6.39 6.35 4.01    1
## 5414  1.14     Ideal     F      I1  61.7  57.0  3824 6.70 6.67 4.13    1
## 5415  0.94   Premium     E     SI2  60.4  59.0  3825 6.34 6.37 3.84    1
## 5416  1.08     Ideal     G     SI2  62.7  54.0  3825 6.63 6.57 4.14    1
## 5417  0.91     Ideal     J    VVS2  60.2  57.0  3826 6.31 6.34 3.81    1
## 5418  1.01      Good     F     SI2  63.0  60.0  3827 6.28 6.35 3.98    1
## 5419  0.79     Ideal     E     VS2  62.2  55.0  3827 5.90 5.97 3.69    1
## 5420  0.79 Very Good     E     VS1  62.2  55.0  3827 5.95 6.01 3.72    1
## 5421  0.53 Very Good     D      IF  59.8  60.0  3827 5.22 5.28 3.14    1
## 5422  0.77     Ideal     E     SI1  61.0  56.0  3827 5.92 5.94 3.62    1
## 5423  1.05   Premium     G     SI2  60.1  60.0  3828 6.58 6.66 3.98    1
## 5424  0.91 Very Good     D     SI2  59.3  60.0  3828 6.28 6.33 3.74    1
## 5425  0.86     Ideal     E     SI2  61.8  57.0  3828 6.10 6.13 3.78    1
## 5426  0.93     Ideal     F     SI2  59.5  57.0  3828 6.37 6.33 3.78    1
## 5427  0.77 Very Good     G    VVS2  62.8  58.0  3829 5.84 5.78 3.65    1
## 5428  0.91 Very Good     G     SI1  63.0  57.0  3830 6.14 6.20 3.89    1
## 5429  1.14   Premium     H     SI2  62.2  61.0  3830 6.72 6.64 4.16    1
## 5430  0.90 Very Good     E     SI1  63.2  57.0  3830 6.15 6.12 3.88    1
## 5431  0.70     Ideal     F    VVS1  62.4  55.0  3830 5.63 5.71 3.54    1
## 5432  0.90 Very Good     J     SI1  63.4  59.0  3830 6.14 6.10 3.88    1
## 5433  1.00      Fair     H     SI1  55.2  64.0  3830 6.69 6.64 3.68    1
## 5434  1.20   Premium     H     SI2  60.9  60.0  3830 6.91 6.81 4.18    1
## 5435  0.90   Premium     E     SI2  61.7  58.0  3830 6.18 6.11 3.79    1
## 5436  1.00   Premium     I     SI2  62.6  56.0  3830 6.40 6.34 3.99    1
## 5437  0.95   Premium     G     SI2  59.7  61.0  3830 6.35 6.27 3.77    1
## 5438  1.06   Premium     F     SI2  62.6  59.0  3831 6.47 6.51 4.06    1
## 5439  0.80 Very Good     E     VS1  63.2  54.0  3831 5.88 5.93 3.73    1
## 5440  0.74     Ideal     G    VVS2  60.7  56.0  3831 5.90 5.88 3.58    1
## 5441  0.71   Premium     E    VVS1  62.5  57.0  3831 5.67 5.62 3.53    1
## 5442  1.04   Premium     H     SI2  62.1  58.0  3832 6.50 6.52 4.04    1
## 5443  1.01 Very Good     I     SI1  62.0  58.0  3832 6.43 6.47 4.00    1
## 5444  0.63     Ideal     D      IF  61.2  53.0  3832 5.55 5.60 3.41    1
## 5445  0.76 Very Good     E    VVS2  60.6  59.0  3833 5.85 5.94 3.57    1
## 5446  1.01 Very Good     I     SI2  61.4  59.0  3833 6.42 6.45 3.95    1
## 5447  1.00      Fair     G     SI1  68.2  60.0  3833 6.02 5.94 4.08    1
## 5448  1.17      Fair     I     SI2  59.2  68.0  3833 6.91 6.84 4.07    1
## 5449  1.00      Fair     G     SI1  68.9  56.0  3833 6.16 6.11 4.23    1
## 5450  1.23 Very Good     H      I1  61.9  60.6  3835 6.79 6.85 4.22    1
## 5451  1.00      Good     J     VS2  62.0  61.0  3835 6.36 6.45 3.97    1
## 5452  1.00      Good     I     SI1  65.2  56.0  3836 6.21 6.27 4.07    1
## 5453  0.91 Very Good     D     SI2  63.9  56.0  3837 6.06 6.09 3.88    1
## 5454  0.77     Ideal     D     VS2  61.1  57.0  3837 5.93 5.96 3.63    1
## 5455  0.83     Ideal     E     SI1  62.3  55.0  3837 5.98 6.02 3.74    1
## 5456  0.91      Fair     F     VS2  66.8  58.0  3837 5.95 5.97 3.98    1
## 5457  1.01      Fair     F     SI2  65.2  57.0  3837 6.33 6.24 4.10    1
## 5458  1.01   Premium     F     SI2  59.2  58.0  3837 6.50 6.47 0.00    1
## 5459  0.93 Very Good     H     SI1  59.3  61.0  3838 6.33 6.39 3.77    1
## 5460  1.02      Good     E     SI2  62.8  64.0  3838 6.36 6.32 3.98    1
## 5461  0.71     Ideal     D     VS2  61.0  56.0  3838 5.76 5.81 3.53    1
## 5462  1.02      Fair     E     SI2  65.3  59.0  3838 6.28 6.22 4.08    1
## 5463  1.12      Good     I     SI2  64.3  60.0  3838 6.59 6.56 4.23    1
## 5464  1.12   Premium     G     SI2  61.0  60.0  3838 6.70 6.64 4.07    1
## 5465  1.02   Premium     D      I1  61.4  60.0  3838 6.47 6.42 3.96    1
## 5466  0.90   Premium     H     VS1  63.0  62.0  3838 6.09 6.00 3.81    1
## 5467  0.81 Very Good     E     VS2  62.8  57.0  3839 5.90 5.95 3.72    1
## 5468  1.02      Good     D     SI2  57.5  62.0  3839 6.60 6.62 3.80    1
## 5469  0.93      Good     D     SI2  64.5  58.0  3839 6.11 6.14 3.95    1
## 5470  0.70     Ideal     D     VS1  62.3  55.0  3840 5.64 5.68 3.53    1
## 5471  0.90 Very Good     G     SI1  61.3  60.0  3841 6.14 6.17 3.77    1
## 5472  0.90 Very Good     G     SI1  62.0  58.0  3841 6.14 6.18 3.82    1
## 5473  0.90   Premium     G     SI1  62.7  59.0  3841 6.10 6.14 3.84    1
## 5474  0.90     Ideal     G     SI1  62.6  56.0  3841 6.16 6.23 3.88    1
## 5475  0.90   Premium     G     VS2  59.0  58.0  3841 6.29 6.25 3.70    1
## 5476  0.83     Ideal     F     VS2  61.6  58.0  3841 6.04 6.07 3.73    1
## 5477  0.90 Very Good     G     SI2  59.8  61.0  3842 6.32 6.28 3.77    1
## 5478  0.90 Very Good     F     SI1  62.8  56.0  3842 6.11 6.15 3.85    1
## 5479  0.74     Ideal     F    VVS2  61.4  56.0  3842 5.83 5.86 3.59    1
## 5480  1.06      Good     I     SI2  58.7  60.0  3842 6.65 6.71 3.92    1
## 5481  1.02      Good     D     SI2  58.9  65.0  3842 6.59 6.54 3.87    1
## 5482  0.91   Premium     E     SI1  61.5  60.0  3842 6.24 6.19 3.82    1
## 5483  0.92      Good     D     SI2  60.3  61.0  3843 6.29 6.38 3.82    1
## 5484  0.90 Very Good     I     VS1  62.6  58.0  3844 6.09 6.15 3.83    1
## 5485  1.04      Good     J     VS2  57.4  60.0  3844 6.76 6.72 3.87    1
## 5486  0.91     Ideal     G     SI2  60.8  57.0  3844 6.28 6.22 3.81    1
## 5487  0.93     Ideal     H     SI1  62.0  55.0  3844 6.32 6.29 3.91    1
## 5488  0.74     Ideal     F     VS1  61.7  56.0  3845 5.79 5.87 3.60    1
## 5489  0.91   Premium     F     SI2  59.1  60.0  3845 6.36 6.30 3.74    1
## 5490  0.91   Premium     F     SI2  60.8  59.0  3845 6.28 6.25 3.81    1
## 5491  1.11      Good     J     SI1  63.6  58.0  3846 6.48 6.57 4.15    1
## 5492  0.83     Ideal     H    VVS1  63.4  56.0  3846 5.96 5.99 3.79    1
## 5493  0.91   Premium     E     SI2  61.6  60.0  3846 6.14 6.10 3.77    1
## 5494  1.01   Premium     F     SI2  61.7  58.0  3846 6.46 6.41 3.97    1
## 5495  1.08 Very Good     F     SI2  63.4  55.0  3847 6.53 6.50 4.13    1
## 5496  0.90      Fair     D     SI2  64.6  59.0  3847 6.04 6.01 3.89    1
## 5497  1.06   Premium     I     SI2  61.5  58.0  3847 6.59 6.55 4.04    1
## 5498  0.91   Premium     D     SI2  62.7  59.0  3848 6.17 6.21 3.88    1
## 5499  0.91 Very Good     D     SI2  62.3  57.0  3848 6.14 6.22 3.85    1
## 5500  0.91      Good     D     SI2  63.8  58.0  3848 6.04 6.09 3.87    1
## 5501  0.90 Very Good     F     SI1  63.6  58.0  3848 6.08 6.12 3.88    1
## 5502  1.08     Ideal     I     SI2  61.9  55.0  3849 6.58 6.61 4.08    1
## 5503  0.72     Ideal     G    VVS2  61.9  57.0  3849 5.72 5.75 3.55    1
## 5504  1.00      Good     I     SI1  63.8  58.0  3850 6.28 6.32 4.02    1
## 5505  1.00      Good     H     SI2  63.4  61.0  3850 6.29 6.33 4.00    1
## 5506  1.00 Very Good     H     SI2  60.2  61.0  3850 6.44 6.48 3.89    1
## 5507  1.00   Premium     H     SI2  61.2  59.0  3850 6.38 6.42 3.92    1
## 5508  0.60     Ideal     D    VVS1  62.3  55.0  3850 5.38 5.40 3.36    1
## 5509  0.90   Premium     G     VS2  62.9  62.0  3850 6.06 6.02 3.80    1
## 5510  1.01 Very Good     G     SI2  61.9  55.0  3852 6.43 6.46 3.99    1
## 5511  1.01      Good     G     SI2  63.7  58.0  3852 6.31 6.35 4.03    1
## 5512  1.01      Good     G     SI2  62.8  57.0  3852 6.30 6.34 3.97    1
## 5513  1.01      Good     G     SI2  63.4  57.0  3852 6.32 6.37 4.02    1
## 5514  0.81     Ideal     D     SI1  62.0  56.0  3852 5.97 6.00 3.71    1
## 5515  1.01      Good     J     SI1  58.8  57.0  3853 6.57 6.63 3.88    1
## 5516  0.91 Very Good     H     VS2  63.1  59.0  3853 6.16 6.13 3.88    1
## 5517  0.91   Premium     H     VS2  59.6  60.0  3853 6.29 6.25 3.74    1
## 5518  1.00   Premium     F     SI2  61.7  57.0  3853 6.42 6.35 3.94    1
## 5519  0.92 Very Good     F     SI2  62.1  59.0  3854 6.21 6.26 3.87    1
## 5520  0.92   Premium     F     SI2  61.8  58.0  3854 6.19 6.23 3.84    1
## 5521  0.90 Very Good     F     SI1  61.7  60.0  3854 6.19 6.22 3.83    1
## 5522  1.11   Premium     H     SI2  59.3  59.0  3854 6.80 6.76 4.02    1
## 5523  0.91     Ideal     H     SI2  60.6  57.0  3854 6.30 6.26 3.81    1
## 5524  0.92     Ideal     H     SI2  60.5  57.0  3854 6.30 6.29 3.81    1
## 5525  0.91      Good     H     SI1  58.2  59.0  3855 6.36 6.40 3.71    1
## 5526  0.91      Fair     D     SI1  64.4  60.0  3855 6.08 6.04 3.90    1
## 5527  0.73 Very Good     D     VS1  62.2  56.0  3856 5.72 5.75 3.57    1
## 5528  0.71     Ideal     D    VVS2  61.3  57.0  3856 5.70 5.81 3.53    1
## 5529  0.93     Ideal     I     SI1  62.5  55.0  3856 6.23 6.29 3.91    1
## 5530  1.01      Fair     G     SI2  64.7  58.0  3856 6.14 6.23 4.00    1
## 5531  1.02   Premium     I     SI2  61.2  59.0  3856 6.51 6.46 3.97    1
## 5532  1.02   Premium     J     SI1  63.0  58.0  3856 6.44 6.39 4.04    1
## 5533  1.02     Ideal     J     SI1  62.8  54.0  3856 6.46 6.43 4.05    1
## 5534  1.02   Premium     J     SI1  61.8  58.0  3856 6.50 6.44 4.00    1
## 5535  1.02   Premium     I     SI2  62.0  59.0  3856 6.45 6.42 3.99    1
## 5536  1.02      Good     I     SI2  63.6  56.0  3856 6.40 6.37 4.06    1
## 5537  1.02     Ideal     I     SI2  60.7  57.0  3856 6.57 6.54 3.98    1
## 5538  0.90   Premium     E     SI2  60.4  59.0  3856 6.24 6.21 3.76    1
## 5539  0.90   Premium     E     SI2  61.6  59.0  3856 6.26 6.18 3.83    1
## 5540  1.01 Very Good     E     SI2  59.4  59.0  3857 6.49 6.51 3.86    1
## 5541  1.02 Very Good     J     SI1  62.5  58.0  3857 6.37 6.43 4.00    1
## 5542  1.00 Very Good     F     SI2  63.5  55.0  3858 6.37 6.32 4.03    1
## 5543  1.00   Premium     F     SI2  60.2  62.0  3858 6.53 6.45 3.91    1
## 5544  1.00      Good     F     SI2  56.7  60.0  3858 6.62 6.58 3.74    1
## 5545  0.74     Ideal     D     VS2  61.8  56.0  3858 5.79 5.82 3.59    1
## 5546  1.00     Ideal     I     VS2  62.6  54.0  3858 6.39 6.35 3.99    1
## 5547  1.00   Premium     F     SI2  61.7  58.0  3858 6.36 6.32 3.91    1
## 5548  0.96     Ideal     G     SI2  61.7  57.0  3858 6.35 6.30 3.90    1
## 5549  1.00      Good     F     SI2  59.8  65.0  3858 6.58 6.43 3.90    1
## 5550  1.00   Premium     F     SI2  59.3  62.0  3858 6.49 6.43 3.83    1
## 5551  1.00   Premium     F     SI2  60.4  58.0  3858 6.47 6.44 3.90    1
## 5552  1.00      Good     F     SI2  59.4  64.0  3858 6.36 6.29 3.76    1
## 5553  0.90      Good     G     VS2  63.9  61.0  3859 5.97 6.01 3.83    1
## 5554  0.80     Ideal     F     VS1  61.2  56.0  3860 5.98 6.01 3.67    1
## 5555  1.00      Good     G     SI2  59.7  63.0  3860 6.43 6.50 3.86    1
## 5556  1.04   Premium     I     SI2  62.1  59.0  3861 6.46 6.52 4.03    1
## 5557  1.08      Fair     E     SI2  64.9  60.0  3861 6.43 6.39 4.16    1
## 5558  1.04   Premium     G     SI2  62.2  59.0  3861 6.57 6.49 4.06    1
## 5559  1.14   Premium     J     SI2  60.4  59.0  3861 6.80 6.74 4.09    1
## 5560  0.79     Ideal     E     VS2  62.2  55.0  3861 5.97 5.90 3.69    1
## 5561  0.94 Very Good     D     SI2  59.0  59.0  3862 6.34 6.41 3.76    1
## 5562  1.21      Fair     H     SI1  69.6  55.0  3862 6.49 6.42 4.49    1
## 5563  1.21      Fair     H     SI2  65.6  56.0  3862 6.69 6.59 4.36    1
## 5564  0.90 Very Good     E     SI1  62.9  55.0  3863 6.18 6.22 3.90    1
## 5565  0.90 Very Good     E     SI1  63.6  57.0  3863 6.08 6.12 3.88    1
## 5566  0.91     Ideal     J     VS1  61.9  56.0  3863 6.19 6.22 3.85    1
## 5567  1.00   Premium     H     SI2  61.0  61.0  3864 6.31 6.27 3.84    1
## 5568  0.78     Ideal     D     VS2  62.2  55.0  3864 5.87 5.97 3.68    1
## 5569  1.12     Ideal     E     SI2  60.9  57.0  3864 6.66 6.60 4.04    1
## 5570  0.76     Ideal     E     VS2  61.6  56.0  3864 5.85 5.90 3.62    1
## 5571  1.12 Very Good     E     SI2  60.9  63.0  3864 6.65 6.59 4.03    1
## 5572  1.00      Fair     F     SI2  65.5  54.0  3864 6.20 6.16 4.05    1
## 5573  1.00   Premium     J    VVS2  59.6  61.0  3864 6.40 6.36 3.80    1
## 5574  1.19     Ideal     H      I1  60.3  57.0  3864 6.93 6.83 4.15    1
## 5575  0.92   Premium     F     SI2  59.3  61.0  3864 6.36 6.29 3.75    1
## 5576  1.50      Good     F      I1  63.7  59.0  3864 7.29 7.18 4.62    1
## 5577  1.17      Good     D     SI2  57.4  59.0  3866 7.02 6.95 4.01    1
## 5578  0.90     Ideal     I     VS1  62.9  58.0  3867 6.13 6.18 3.87    1
## 5579  0.90     Ideal     I     VS1  62.4  56.0  3867 6.14 6.19 3.85    1
## 5580  0.90 Very Good     E     SI1  62.3  61.0  3868 6.12 6.17 3.83    1
## 5581  1.01      Fair     H     SI1  64.5  59.0  3869 6.27 6.23 4.03    1
## 5582  1.01      Fair     H     SI1  65.3  61.0  3869 6.23 6.18 4.05    1
## 5583  1.01   Premium     H     SI1  62.1  57.0  3869 6.47 6.37 3.99    1
## 5584  1.01   Premium     H     SI1  62.8  58.0  3869 6.43 6.34 4.01    1
## 5585  0.94   Premium     F     SI2  62.6  57.0  3869 6.27 6.25 3.92    1
## 5586  0.85 Very Good     E     VS2  60.2  60.0  3871 6.09 6.14 3.68    1
## 5587  1.20   Premium     E      I1  62.3  60.0  3871 6.78 6.71 4.20    1
## 5588  1.01      Good     G     SI1  62.2  65.0  3871 6.34 6.30 3.93    1
## 5589  0.96     Ideal     G     SI2  62.1  57.0  3871 6.32 6.27 3.91    1
## 5590  0.90     Ideal     D     SI2  62.3  57.0  3871 6.17 6.23 3.86    1
## 5591  0.96      Good     F     VS2  63.7  54.0  3871 6.24 6.19 3.96    1
## 5592  1.01      Fair     D     SI2  64.7  57.0  3871 6.31 6.27 4.07    1
## 5593  0.96   Premium     H     SI2  59.2  61.0  3871 6.42 6.36 3.78    1
## 5594  0.90 Very Good     I    VVS1  63.4  57.0  3872 6.09 6.12 3.87    1
## 5595  1.10     Ideal     E      I1  61.9  56.0  3872 6.59 6.63 4.09    1
## 5596  0.74 Very Good     E     VS1  62.1  53.4  3872 5.80 5.82 3.61    1
## 5597  0.90 Very Good     E     SI2  59.4  58.0  3872 6.31 6.35 3.76    1
## 5598  0.89     Ideal     E     SI2  61.8  56.0  3872 6.15 6.19 3.81    1
## 5599  0.92 Very Good     F     SI2  62.8  56.0  3873 6.19 6.23 3.90    1
## 5600  0.98     Ideal     I     SI2  62.6  54.0  3873 6.35 6.39 3.99    1
## 5601  0.87   Premium     D     VS2  59.9  59.0  3873 6.20 6.16 3.70    1
## 5602  0.72     Ideal     E    VVS2  62.0  56.0  3874 5.74 5.77 3.57    1
## 5603  1.12     Ideal     G      I1  60.3  57.0  3874 6.73 6.80 4.08    1
## 5604  1.01   Premium     I     SI2  61.1  58.0  3874 6.50 6.46 3.96    1
## 5605  1.00      Good     H     SI2  63.2  59.0  3874 6.24 6.29 3.96    1
## 5606  1.02 Very Good     F     SI2  58.7  63.0  3875 6.49 6.46 3.80    1
## 5607  0.90      Fair     E     VS2  65.2  61.0  3875 6.01 5.98 3.91    1
## 5608  0.96   Premium     I     VS2  60.6  60.0  3876 6.40 6.47 3.90    1
## 5609  0.91 Very Good     E     SI2  62.8  59.0  3876 6.10 6.16 3.85    1
## 5610  1.03      Fair     E     SI2  65.3  59.0  3876 6.30 6.25 4.10    1
## 5611  1.03   Premium     E     SI2  61.7  61.0  3876 6.49 6.45 3.99    1
## 5612  1.00   Premium     J     VS2  60.7  58.0  3877 6.49 6.52 3.95    1
## 5613  0.92   Premium     D     SI2  59.4  59.0  3877 6.39 6.28 3.76    1
## 5614  0.71   Premium     D    VVS2  60.4  59.0  3877 5.73 5.69 3.45    1
## 5615  0.90 Very Good     H     VS2  61.2  61.0  3878 6.14 6.21 3.78    1
## 5616  0.90 Very Good     H     VS2  61.6  63.0  3878 6.10 6.14 3.77    1
## 5617  0.90 Very Good     H     VS2  63.0  61.0  3878 6.05 6.14 3.84    1
## 5618  0.90 Very Good     H     VS2  62.8  58.0  3878 6.13 6.17 3.86    1
## 5619  1.00      Good     H     SI2  63.9  55.0  3878 6.25 6.33 4.02    1
## 5620  1.00      Good     I     SI1  60.5  57.0  3878 6.40 6.46 3.89    1
## 5621  0.95   Premium     I     SI1  60.0  60.0  3878 6.39 6.37 3.83    1
## 5622  0.91 Very Good     F     SI1  60.1  58.0  3879 6.30 6.35 3.80    1
## 5623  1.02 Very Good     J     SI1  63.1  60.0  3879 6.35 6.40 4.02    1
## 5624  0.75     Ideal     G    VVS2  62.2  56.0  3879 5.78 5.82 3.61    1
## 5625  0.90   Premium     G     SI1  61.0  60.0  3879 6.17 6.12 3.75    1
## 5626  0.90   Premium     G     SI1  60.2  59.0  3879 6.27 6.23 3.76    1
## 5627  0.74     Ideal     F    VVS2  61.5  55.0  3879 5.85 5.82 3.59    1
## 5628  0.90 Very Good     I     VS1  62.0  61.0  3880 6.12 6.18 3.81    1
## 5629  0.90      Good     D     SI1  62.4  63.0  3880 6.04 6.13 3.80    1
## 5630  0.90 Very Good     D     SI1  62.1  60.0  3880 6.14 6.20 3.83    1
## 5631  0.90 Very Good     D     SI1  61.6  54.0  3880 6.18 6.25 3.83    1
## 5632  0.93 Very Good     D     SI1  60.8  60.0  3880 6.24 6.30 3.81    1
## 5633  1.20 Very Good     J     SI2  59.6  62.0  3880 6.90 6.95 4.13    1
## 5634  1.12      Good     J     SI1  63.7  61.0  3880 6.50 6.54 4.15    1
## 5635  1.00      Good     E     SI2  63.3  56.0  3880 6.30 6.36 4.01    1
## 5636  0.71     Ideal     F    VVS1  61.8  56.0  3880 5.72 5.74 3.54    1
## 5637  0.82     Ideal     G     VS1  61.9  54.0  3880 5.99 6.03 3.72    1
## 5638  0.73     Ideal     F      IF  61.2  55.0  3880 5.86 5.80 3.57    1
## 5639  1.26      Fair     H     SI2  64.9  60.0  3881 6.70 6.62 4.32    1
## 5640  0.90      Good     F     SI1  63.6  59.0  3881 6.12 6.07 3.88    1
## 5641  0.90   Premium     F     SI1  62.5  62.0  3881 6.11 6.08 3.81    1
## 5642  0.90   Premium     F     SI1  62.6  60.0  3881 6.14 6.10 3.83    1
## 5643  0.90 Very Good     F     SI1  63.2  61.0  3881 6.13 6.09 3.86    1
## 5644  0.90 Very Good     F     SI1  63.1  58.0  3881 6.18 6.12 3.88    1
## 5645  1.00   Premium     F     SI1  59.4  62.0  3881 6.55 6.52 3.88    2
## 5646  1.05      Good     J     VS1  57.8  64.0  3881 6.74 6.67 3.88    1
## 5647  1.00     Ideal     I     SI2  60.9  57.0  3881 6.47 6.43 3.93    1
## 5648  0.90      Good     H     VS2  63.6  58.0  3881 6.11 6.09 3.88    1
## 5649  0.90     Ideal     F     SI2  62.4  57.0  3881 6.23 6.15 3.86    1
## 5650  0.91 Very Good     H     VS1  62.7  63.0  3881 6.10 6.03 3.80    1
## 5651  0.91   Premium     H     VS1  59.2  62.0  3881 6.20 6.14 3.65    1
## 5652  1.11 Very Good     I     SI2  63.7  58.0  3882 6.57 6.53 4.17    1
## 5653  1.09     Ideal     F     SI2  61.6  54.0  3882 6.69 6.62 4.10    1
## 5654  1.13   Premium     D     SI2  58.3  60.0  3883 6.83 6.78 3.97    1
## 5655  1.29 Very Good     J     SI2  63.5  57.0  3884 6.89 6.87 4.37    1
## 5656  0.91     Ideal     G     SI1  62.6  57.0  3884 6.16 6.21 3.87    1
## 5657  0.91 Very Good     G     SI1  62.2  57.0  3884 6.12 6.17 3.82    1
## 5658  0.90      Good     E     SI1  58.1  64.0  3884 6.26 6.28 3.64    1
## 5659  1.02      Good     H     SI2  63.7  58.0  3884 6.28 6.24 3.99    1
## 5660  0.80     Ideal     F     VS1  62.4  55.0  3884 5.92 5.88 3.68    1
## 5661  0.80     Ideal     F     VS1  61.6  54.0  3884 5.99 5.95 3.68    1
## 5662  0.95     Ideal     I     VS2  62.2  57.0  3884 6.29 6.22 3.89    1
## 5663  0.97     Ideal     F     SI1  61.7  56.0  3884 6.37 6.32 3.92    1
## 5664  1.01 Very Good     I     SI2  61.8  60.0  3885 6.34 6.37 3.93    1
## 5665  0.91 Very Good     F     SI1  62.2  55.0  3885 6.18 6.23 3.86    1
## 5666  1.01      Good     F     SI2  62.5  59.0  3886 6.31 6.37 3.96    1
## 5667  1.01      Good     F     SI2  62.7  61.0  3886 6.28 6.38 3.97    1
## 5668  0.94 Very Good     E     SI2  62.0  58.0  3886 6.23 6.29 3.88    1
## 5669  1.05   Premium     E     SI2  62.2  59.0  3886 6.51 6.44 4.03    1
## 5670  1.18     Ideal     D      I1  61.5  62.0  3886 6.88 6.73 4.19    1
## 5671  1.01      Fair     J     VS2  59.6  62.0  3886 6.54 6.49 3.88    1
## 5672  0.91 Very Good     H     VS2  61.6  60.0  3887 6.19 6.21 3.82    1
## 5673  0.70 Very Good     F      IF  61.5  58.0  3887 5.65 5.70 3.49    1
## 5674  1.01 Very Good     H     SI2  60.6  61.0  3888 6.38 6.45 3.89    1
## 5675  1.01 Very Good     I     SI1  62.8  58.0  3888 6.37 6.40 4.01    1
## 5676  1.01 Very Good     I     SI1  62.1  58.0  3888 6.38 6.44 3.98    1
## 5677  1.01      Good     H     SI2  63.9  58.0  3888 6.32 6.35 4.05    1
## 5678  1.01 Very Good     I     SI1  60.3  57.0  3888 6.51 6.53 3.93    1
## 5679  1.01 Very Good     I     SI1  62.0  54.0  3888 6.36 6.51 3.99    1
## 5680  0.73     Ideal     F    VVS2  61.9  55.2  3888 5.74 5.79 3.58    1
## 5681  0.74     Ideal     E     VS1  62.2  55.0  3888 5.79 5.82 3.61    1
## 5682  0.91   Premium     D     SI2  61.2  58.0  3889 6.25 6.21 3.81    1
## 5683  1.00      Good     E     SI2  63.7  61.0  3889 6.32 6.27 4.01    1
## 5684  1.00      Fair     E     SI2  56.9  63.0  3889 6.54 6.49 3.71    1
## 5685  1.12   Premium     H     SI2  61.4  59.0  3889 6.69 6.66 4.10    1
## 5686  0.30 Very Good     D     SI2  63.4  56.0   574 4.29 4.26 2.71    1
## 5687  0.30   Premium     D     SI2  62.9  58.0   574 4.29 4.26 2.69    1
## 5688  0.30   Premium     D     SI2  62.4  59.0   574 4.28 4.25 2.66    1
## 5689  0.30   Premium     D     SI2  62.2  59.0   574 4.30 4.25 2.66    1
## 5690  0.30   Premium     D     SI2  61.0  61.0   574 4.31 4.25 2.61    1
## 5691  0.30   Premium     D     SI2  61.2  57.0   574 4.33 4.30 2.64    1
## 5692  0.33      Good     E     VS2  57.3  59.0   574 4.60 4.62 2.64    1
## 5693  0.25 Very Good     F    VVS2  59.0  58.0   575 4.10 4.14 2.43    1
## 5694  0.25 Very Good     F    VVS2  59.4  57.0   575 4.10 4.12 2.44    1
## 5695  0.25 Very Good     F    VVS2  61.8  58.0   575 4.05 4.07 2.51    1
## 5696  0.25 Very Good     F    VVS2  61.0  58.0   575 4.02 4.05 2.46    1
## 5697  0.25 Very Good     F    VVS2  60.4  59.0   575 4.09 4.12 2.48    1
## 5698  0.25 Very Good     F    VVS2  63.2  57.0   575 3.99 4.01 2.53    1
## 5699  0.27 Very Good     E    VVS2  58.6  61.0   575 4.27 4.30 2.51    1
## 5700  0.25 Very Good     E    VVS2  60.2  59.0   575 4.07 4.14 2.47    1
## 5701  0.25 Very Good     E    VVS2  62.7  59.0   575 4.01 4.03 2.52    1
## 5702  0.27 Very Good     E    VVS2  61.9  58.0   575 4.10 4.14 2.55    1
## 5703  0.25 Very Good     E    VVS2  59.8  59.0   575 4.07 4.09 2.44    1
## 5704  0.25 Very Good     E    VVS2  62.1  58.0   575 4.03 4.06 2.51    1
## 5705  0.25 Very Good     E    VVS2  63.0  57.0   575 4.00 4.06 2.54    1
## 5706  0.25 Very Good     E    VVS2  60.9  59.0   575 4.03 4.11 2.48    1
## 5707  0.25 Very Good     E    VVS2  61.9  59.0   575 3.99 4.02 2.48    1
## 5708  0.25 Very Good     E    VVS2  63.4  58.0   575 3.97 4.01 2.53    1
## 5709  0.25 Very Good     E    VVS2  63.0  55.0   575 4.00 4.03 2.53    1
## 5710  0.25 Very Good     E    VVS2  60.5  59.0   575 4.06 4.10 2.47    1
## 5711  0.25 Very Good     D    VVS2  58.8  59.0   575 4.11 4.16 2.43    1
## 5712  0.27 Very Good     D    VVS2  64.6  53.0   575 4.04 4.10 2.63    1
## 5713  0.25 Very Good     D    VVS2  61.3  59.0   575 4.07 4.12 2.51    1
## 5714  0.25 Very Good     E    VVS1  59.7  58.0   575 4.13 4.14 2.47    1
## 5715  0.25 Very Good     E    VVS1  60.7  58.0   575 4.07 4.10 2.48    1
## 5716  0.90 Very Good     H     VS2  60.8  58.0  3890 6.18 6.22 3.77    1
## 5717  1.09 Very Good     D     SI2  61.9  61.0  3890 6.54 6.58 4.06    1
## 5718  0.80     Ideal     E     SI1  61.0  57.0  3890 6.00 6.03 3.67    1
## 5719  0.90      Good     H     VS2  64.3  60.0  3890 6.02 6.04 3.88    1
## 5720  0.92      Good     D     SI2  63.3  59.0  3891 6.12 6.18 3.89    1
## 5721  0.91 Very Good     G     SI2  63.4  60.0  3891 6.11 6.06 3.86    1
## 5722  1.10      Fair     E     SI1  65.5  57.0  3891 6.45 6.37 4.20    1
## 5723  1.02   Premium     G     SI2  62.3  58.0  3892 6.41 6.38 4.00    1
## 5724  1.03      Good     H     SI2  65.0  57.0  3892 6.30 6.32 4.10    1
## 5725  1.03      Fair     I     SI1  57.4  61.0  3892 6.67 6.71 3.84    1
## 5726  0.90 Very Good     F     SI1  61.1  56.0  3893 6.23 6.30 3.83    1
## 5727  0.90      Good     F     SI1  61.3  60.0  3893 6.13 6.18 3.77    1
## 5728  1.03     Ideal     J     SI1  62.3  56.0  3893 6.51 6.45 4.04    1
## 5729  0.91      Good     F     SI1  66.1  57.0  3893 5.99 6.03 3.97    1
## 5730  0.90     Ideal     G     SI1  60.2  56.0  3894 6.24 6.29 3.77    1
## 5731  1.18 Very Good     E      I1  62.5  58.0  3894 6.62 6.75 4.18    1
## 5732  1.00      Good     D     SI2  64.3  53.0  3894 6.29 6.34 4.06    1
## 5733  0.90 Very Good     E     VS2  63.4  59.0  3894 6.19 6.11 3.90    1
## 5734  0.76   Premium     D     VS1  60.6  58.0  3894 5.95 5.89 3.59    1
## 5735  0.98 Very Good     E     SI2  61.1  60.0  3895 6.31 6.36 3.87    1
## 5736  1.01      Good     G     SI2  64.5  61.0  3895 6.24 6.31 4.05    1
## 5737  1.01      Good     F     SI2  61.5  61.0  3895 6.33 6.38 3.91    1
## 5738  0.90      Good     E     SI2  61.3  61.0  3895 6.13 6.17 3.77    1
## 5739  0.92   Premium     I     VS2  60.9  58.0  3895 6.28 6.27 3.82    1
## 5740  0.93      Good     F     SI2  63.4  54.0  3896 6.19 6.24 3.94    1
## 5741  0.72     Ideal     D     VS1  60.9  56.0  3896 5.79 5.86 3.55    1
## 5742  1.24   Premium     G     SI2  60.0  60.0  3896 6.94 6.88 4.15    1
## 5743  1.04   Premium     G     SI2  60.6  59.0  3896 6.60 6.56 3.99    1
## 5744  1.01   Premium     F     SI2  63.0  60.0  3897 6.35 6.28 3.98    1
## 5745  1.01   Premium     F     SI2  58.3  58.0  3897 6.56 6.55 3.82    1
## 5746  1.01   Premium     F     SI2  60.0  59.0  3897 6.47 6.41 3.86    1
## 5747  1.01      Good     F     SI2  63.7  60.0  3897 6.37 6.29 4.02    1
## 5748  1.01 Very Good     F     SI2  63.5  56.0  3897 6.38 6.35 4.04    1
## 5749  1.01   Premium     J    VVS2  62.7  59.0  3897 6.46 6.39 4.03    1
## 5750  1.01      Good     F     SI2  64.3  57.0  3897 6.32 6.25 4.04    1
## 5751  0.78 Very Good     E     VS1  61.5  60.0  3898 5.86 5.92 3.62    1
## 5752  0.90 Very Good     F     SI1  63.4  56.0  3898 6.06 6.12 3.86    1
## 5753  0.90      Good     F     SI1  62.4  55.0  3898 6.17 6.21 3.86    1
## 5754  0.91   Premium     E     SI2  62.8  59.0  3898 6.16 6.13 3.86    1
## 5755  1.05   Premium     G     SI2  60.1  60.0  3898 6.66 6.58 3.98    1
## 5756  1.13   Premium     E     SI2  62.5  57.0  3898 6.68 6.63 4.16    1
## 5757  0.91     Ideal     E     SI2  60.8  56.0  3898 6.29 6.25 3.81    1
## 5758  0.91     Ideal     E     SI2  61.5  56.0  3898 6.23 6.20 3.82    1
## 5759  1.05      Good     G     SI2  63.7  59.0  3898 6.41 6.37 4.07    1
## 5760  1.01   Premium     I     SI2  62.1  59.0  3899 6.39 6.42 3.98    1
## 5761  1.18      Fair     D     SI2  57.0  66.0  3899 6.96 6.91 3.98    1
## 5762  0.73     Ideal     F    VVS1  62.7  56.0  3900 5.76 5.72 3.60    1
## 5763  1.11 Very Good     J     SI1  62.0  58.0  3901 6.57 6.62 4.09    1
## 5764  0.70     Ideal     E    VVS2  62.6  54.0  3901 5.65 5.70 3.55    1
## 5765  1.06   Premium     F     SI2  62.6  59.0  3901 6.51 6.47 4.06    1
## 5766  1.29   Premium     E      I1  58.6  60.0  3901 7.18 7.12 4.19    1
## 5767  0.90 Very Good     E     SI2  62.6  58.0  3902 6.10 6.16 3.84    1
## 5768  0.90 Very Good     E     SI2  61.1  58.0  3902 6.12 6.26 3.78    1
## 5769  1.04   Premium     H     SI1  60.0  58.0  3902 6.59 6.52 3.93    1
## 5770  0.90      Good     H     VS2  64.1  56.0  3902 6.00 6.05 3.86    1
## 5771  0.72 Very Good     E    VVS1  61.2  58.0  3903 5.75 5.79 3.53    1
## 5772  1.03 Very Good     F     SI2  60.2  55.0  3903 6.53 6.59 3.95    1
## 5773  1.01      Good     H     SI2  57.9  59.0  3903 6.64 6.59 3.83    1
## 5774  1.01   Premium     F     SI2  61.1  57.0  3903 6.48 6.44 3.95    1
## 5775  0.82     Ideal     E     VS2  61.9  57.0  3903 6.01 5.98 3.71    1
## 5776  1.02   Premium     G     SI2  60.7  56.0  3904 6.56 6.51 3.97    1
## 5777  1.01 Very Good     J     SI2  62.2  58.0  3905 6.37 6.40 3.97    1
## 5778  1.23     Ideal     H      I1  61.9  61.0  3905 6.85 6.79 4.22    1
## 5779  1.00      Good     F     SI2  63.7  57.0  3906 6.32 6.36 4.04    1
## 5780  1.00 Very Good     F     SI2  62.4  56.0  3906 6.31 6.35 3.95    1
## 5781  1.00 Very Good     F     SI2  61.9  59.0  3906 6.39 6.44 3.97    1
## 5782  1.01 Very Good     J     SI2  62.8  59.0  3906 6.34 6.37 3.99    1
## 5783  0.91     Ideal     I     VS1  62.1  57.0  3906 6.20 6.23 3.86    1
## 5784  1.00      Good     G     SI2  64.2  57.0  3906 6.25 6.27 4.02    1
## 5785  0.71 Very Good     E    VVS1  57.9  61.0  3907 5.88 5.96 3.43    1
## 5786  0.95   Premium     E     SI2  58.9  61.0  3907 6.45 6.41 3.79    1
## 5787  0.90     Ideal     I     SI1  61.6  55.0  3908 6.20 6.22 3.82    1
## 5788  1.24 Very Good     J     SI2  63.3  60.0  3908 6.83 6.75 4.29    1
## 5789  0.90 Very Good     G     SI2  60.8  57.0  3909 6.20 6.24 3.78    1
## 5790  0.71     Ideal     G    VVS2  61.5  57.0  3909 5.74 5.78 3.54    1
## 5791  1.02      Good     D     SI2  63.8  59.0  3909 6.43 6.33 4.07    1
## 5792  1.02      Good     D     SI2  57.5  62.0  3909 6.62 6.60 3.80    1
## 5793  0.90 Very Good     G     VS2  59.0  58.0  3910 6.25 6.29 3.70    1
## 5794  0.91 Very Good     D     SI2  60.8  58.0  3910 6.26 6.31 3.82    1
## 5795  0.92   Premium     F     SI1  62.0  60.0  3910 6.26 6.19 3.86    1
## 5796  0.77 Very Good     E     VS2  60.4  58.0  3911 5.94 6.01 3.61    1
## 5797  0.91   Premium     E     SI1  61.5  60.0  3911 6.19 6.24 3.82    1
## 5798  0.91 Very Good     D     SI2  63.4  59.0  3911 6.12 6.15 3.89    1
## 5799  0.97   Premium     H     SI1  58.0  62.0  3911 6.56 6.48 3.79    1
## 5800  1.02     Ideal     I     SI2  62.7  57.0  3913 6.43 6.40 4.02    1
## 5801  0.73     Ideal     G    VVS1  61.6  56.0  3913 5.76 5.79 3.56    1
## 5802  0.80     Ideal     F     VS2  61.3  55.0  3913 5.98 6.00 3.67    1
## 5803  0.81     Ideal     E     SI1  61.9  55.0  3913 5.98 6.01 3.71    1
## 5804  1.18   Premium     J     VS2  62.8  59.0  3913 6.78 6.69 4.23    1
## 5805  1.39 Very Good     I      I1  62.6  57.0  3914 7.10 7.15 4.46    1
## 5806  1.04   Premium     E     SI2  61.6  58.0  3914 6.52 6.45 3.99    1
## 5807  1.02     Ideal     H      I1  62.1  56.0  3915 6.40 6.45 3.99    1
## 5808  0.66     Ideal     D    VVS2  61.3  57.0  3915 5.59 5.63 3.44    1
## 5809  0.94     Ideal     E     SI2  61.1  55.0  3915 6.29 6.34 3.86    1
## 5810  1.00   Premium     H     SI1  62.9  60.0  3915 6.36 6.32 3.99    1
## 5811  0.92   Premium     H     VS2  59.6  59.0  3916 6.32 6.29 3.76    1
## 5812  1.01      Fair     E     SI2  57.9  57.0  3916 6.51 6.55 3.78    1
## 5813  1.11      Good     J     SI1  63.6  58.0  3916 6.57 6.48 4.15    1
## 5814  0.92      Good     D     SI2  63.9  55.0  3916 6.14 6.09 3.91    1
## 5815  0.92   Premium     G     SI2  59.4  60.0  3916 6.34 6.31 3.76    1
## 5816  0.77 Very Good     F    VVS2  60.6  60.0  3917 5.89 5.92 3.58    1
## 5817  0.90   Premium     E     SI1  60.3  60.0  3917 6.27 6.20 3.76    1
## 5818  1.10      Good     F     SI2  63.7  58.0  3918 6.48 6.45 4.12    1
## 5819  0.90      Good     G     VS2  62.9  62.0  3918 6.02 6.06 3.80    1
## 5820  0.90 Very Good     D     SI2  63.5  58.0  3918 6.08 6.17 3.89    1
## 5821  0.95     Ideal     I     SI2  61.2  56.0  3918 6.33 6.37 3.89    1
## 5822  1.10   Premium     F     SI2  62.1  56.0  3918 6.68 6.56 4.12    1
## 5823  1.00   Premium     I     VS2  62.7  62.0  3918 6.32 6.27 3.95    1
## 5824  0.90 Very Good     G     SI1  62.6  60.0  3919 6.09 6.14 3.83    1
## 5825  0.90 Very Good     H     VS2  63.1  60.0  3919 6.12 6.08 3.85    1
## 5826  0.90      Good     H     VS2  64.0  58.0  3919 6.11 6.07 3.90    1
## 5827  0.90   Premium     H     VS2  62.3  58.0  3919 6.18 6.09 3.82    1
## 5828  1.00   Premium     H     SI2  60.2  61.0  3920 6.48 6.44 3.89    1
## 5829  1.01   Premium     F     SI1  62.8  59.0  3920 6.40 6.36 4.01    1
## 5830  0.92 Very Good     F     SI1  63.8  56.0  3920 6.12 6.17 3.92    1
## 5831  1.00      Fair     I     SI1  56.4  61.0  3920 6.58 6.55 3.70    1
## 5832  1.00      Good     I     SI1  62.9  64.0  3920 6.27 6.23 3.93    1
## 5833  1.00 Very Good     G     SI2  63.3  56.0  3920 6.38 6.29 4.01    1
## 5834  1.00   Premium     H     SI2  61.3  58.0  3920 6.45 6.41 3.94    1
## 5835  1.00   Premium     H     SI2  61.2  59.0  3920 6.42 6.38 3.92    1
## 5836  1.00 Very Good     H     SI2  63.4  61.0  3920 6.33 6.29 4.00    1
## 5837  1.00      Good     I     SI1  63.8  58.0  3920 6.32 6.28 4.02    1
## 5838  1.00      Good     J     VS1  58.1  64.0  3920 6.63 6.51 3.82    1
## 5839  1.00      Good     I     SI1  63.7  64.0  3920 6.33 6.27 4.01    1
## 5840  1.00   Premium     F     SI2  61.5  58.0  3920 6.41 6.38 3.93    1
## 5841  0.70 Very Good     D    VVS1  61.5  63.0  3920 5.78 5.64 3.51    1
## 5842  1.00   Premium     J     SI1  58.7  58.0  3920 6.55 6.51 3.83    1
## 5843  0.51      Fair     F    VVS2  65.4  60.0  3920 4.98 4.90 3.23    1
## 5844  0.91   Premium     H     VS2  59.6  60.0  3921 6.25 6.29 3.74    1
## 5845  0.91      Good     H     VS2  63.1  59.0  3921 6.13 6.16 3.88    1
## 5846  1.03     Ideal     J     SI1  61.9  56.0  3921 6.45 6.50 4.01    1
## 5847  0.90      Good     G     SI1  60.2  63.0  3921 6.16 6.20 3.72    1
## 5848  0.88   Premium     F     VS1  60.7  55.0  3921 6.28 6.22 3.79    1
## 5849  0.74     Ideal     G    VVS2  61.7  55.0  3922 5.80 5.83 3.59    1
## 5850  1.03     Ideal     J     SI1  62.6  57.0  3922 6.45 6.43 4.03    1
## 5851  0.78 Very Good     D     VS1  61.5  57.0  3923 5.92 5.95 3.65    1
## 5852  1.01   Premium     G     SI2  63.0  59.0  3923 6.38 6.32 4.00    1
## 5853  0.81     Ideal     G     VS1  61.6  56.0  3923 5.99 6.02 3.70    1
## 5854  1.01      Good     G     SI2  63.7  58.0  3923 6.35 6.31 4.03    1
## 5855  0.92      Fair     H     VS1  56.0  60.0  3924 6.53 6.51 3.65    1
## 5856  0.91 Very Good     H     VS2  63.7  57.0  3924 6.10 6.12 3.89    1
## 5857  0.90   Premium     E     SI2  60.4  59.0  3924 6.21 6.24 3.76    1
## 5858  0.85     Ideal     E     VS2  59.3  57.0  3924 6.19 6.22 3.68    1
## 5859  0.90 Very Good     E     SI2  61.6  59.0  3924 6.18 6.26 3.83    1
## 5860  1.04 Very Good     J     SI2  63.2  58.6  3924 6.35 6.39 4.03    1
## 5861  0.91      Good     F     SI1  63.7  58.0  3924 6.17 6.10 3.91    1
## 5862  0.91      Good     F     SI1  63.7  58.0  3924 6.09 6.02 3.86    1
## 5863  1.03     Ideal     I     SI2  62.2  57.0  3925 6.46 6.50 4.03    1
## 5864  1.18   Premium     I     SI2  62.9  58.0  3925 6.77 6.70 4.24    1
## 5865  1.01     Ideal     J     SI1  62.8  57.0  3926 6.40 6.44 4.03    1
## 5866  1.01      Good     H     SI2  65.7  60.0  3926 6.17 6.19 4.06    1
## 5867  1.02 Very Good     I     SI1  60.4  58.0  3927 6.52 6.56 3.95    1
## 5868  1.02     Ideal     H     SI2  61.6  56.0  3927 6.47 6.51 4.00    1
## 5869  1.02 Very Good     H     SI2  62.4  59.0  3927 6.37 6.42 3.99    1
## 5870  1.02 Very Good     I     SI1  62.9  58.0  3927 6.36 6.42 4.02    1
## 5871  0.76     Ideal     G    VVS2  62.0  56.0  3927 5.86 5.88 3.64    1
## 5872  1.01   Premium     E     SI2  59.4  59.0  3928 6.51 6.49 3.86    1
## 5873  1.03      Good     G     SI2  63.7  60.0  3929 6.28 6.35 4.02    1
## 5874  1.00     Ideal     J     SI1  59.2  62.0  3929 6.47 6.50 3.84    1
## 5875  0.80     Ideal     E     VS2  60.9  57.0  3930 6.01 6.05 3.67    1
## 5876  0.90      Fair     F     VS2  64.7  54.0  3931 6.09 6.03 3.92    1
## 5877  0.90   Premium     I    VVS2  58.3  60.0  3931 6.32 6.28 3.67    1
## 5878  0.90      Good     G     SI1  57.8  58.0  3931 6.42 6.38 3.70    1
## 5879  0.90     Ideal     G     SI1  61.6  57.0  3931 6.24 6.17 3.82    1
## 5880  0.90      Fair     D     VS2  57.5  66.0  3931 6.30 6.25 3.61    1
## 5881  1.04     Ideal     J     SI1  61.1  57.0  3931 6.57 6.52 4.00    1
## 5882  0.90   Premium     G     SI1  61.0  59.0  3931 6.29 6.17 3.80    1
## 5883  0.90     Ideal     G     SI1  62.2  56.0  3931 6.20 6.14 3.84    1
## 5884  1.08   Premium     F     SI2  59.9  58.0  3931 6.75 6.66 4.01    1
## 5885  1.20     Ideal     I     SI2  62.5  56.0  3931 6.80 6.70 4.22    1
## 5886  1.01      Good     D     SI2  64.0  59.0  3932 6.28 6.34 4.04    1
## 5887  0.92   Premium     I    VVS1  62.4  59.0  3932 6.17 6.14 3.84    1
## 5888  1.06     Ideal     J     SI2  61.3  57.0  3932 6.55 6.60 4.03    1
## 5889  0.90   Premium     H     VS2  62.6  58.0  3933 6.14 6.19 3.86    1
## 5890  0.93 Very Good     G     SI1  62.5  57.8  3933 6.15 6.28 3.87    1
## 5891  0.83     Ideal     D     SI1  61.5  53.0  3933 6.09 6.07 3.74    1
## 5892  0.90      Good     E     SI1  60.8  65.0  3933 6.14 6.17 3.74    1
## 5893  0.81     Ideal     F     VS1  61.5  55.0  3933 6.01 5.96 3.68    1
## 5894  0.81     Ideal     E     SI1  61.9  56.0  3935 5.97 6.02 3.71    1
## 5895  1.06     Ideal     G     SI2  62.3  55.0  3936 6.54 6.49 4.06    1
## 5896  0.91 Very Good     F     SI1  61.4  58.0  3936 6.19 6.23 3.81    1
## 5897  0.91 Very Good     E     SI2  62.4  58.0  3936 6.11 6.14 3.82    1
## 5898  0.90   Premium     F     SI1  61.7  62.0  3936 6.19 6.13 3.80    1
## 5899  0.84     Ideal     G     VS2  62.0  55.0  3936 6.07 6.09 3.77    1
## 5900  0.92      Good     D     SI2  59.0  58.0  3936 6.31 6.36 3.74    1
## 5901  1.02     Ideal     J    VVS2  62.1  57.0  3936 6.46 6.43 4.00    1
## 5902  0.71   Premium     E    VVS1  61.8  56.0  3936 5.71 5.68 3.52    1
## 5903  0.73     Ideal     D     VS1  60.9  55.0  3937 5.83 5.86 3.56    1
## 5904  0.93   Premium     H     VS2  60.3  61.0  3937 6.39 6.25 3.81    1
## 5905  0.94 Very Good     F     SI2  62.6  57.0  3938 6.25 6.27 3.92    1
## 5906  1.02      Good     H     SI2  58.2  60.0  3940 6.49 6.57 3.80    1
## 5907  1.00      Good     G     SI2  57.4  60.0  3941 6.63 6.53 3.78    1
## 5908  1.00      Good     G     SI2  64.0  55.0  3941 6.30 6.26 4.02    1
## 5909  0.93     Ideal     F     SI2  61.9  57.0  3941 6.21 6.25 3.86    1
## 5910  0.92     Ideal     E     SI2  62.1  57.0  3941 6.26 6.20 3.87    1
## 5911  0.92   Premium     E     SI2  62.1  58.0  3941 6.22 6.18 3.85    1
## 5912  0.92   Premium     E     SI2  61.7  59.0  3941 6.27 6.18 3.84    1
## 5913  0.92     Ideal     E     SI2  62.1  53.0  3941 6.25 6.22 3.87    1
## 5914  0.92     Ideal     E     SI2  62.2  56.0  3941 6.24 6.20 3.87    1
## 5915  1.12   Premium     E      I1  61.0  59.0  3942 6.70 6.74 4.10    1
## 5916  1.28   Premium     I     SI1  59.4  61.0  3942 7.11 7.04 4.20    1
## 5917  1.10     Ideal     E      I1  61.9  56.0  3942 6.63 6.59 4.09    1
## 5918  0.91   Premium     D     SI2  61.0  61.0  3943 6.24 6.16 3.78    1
## 5919  1.01   Premium     I     SI1  61.6  58.0  3944 6.45 6.51 3.99    1
## 5920  0.90      Fair     D     SI1  66.1  55.0  3945 5.98 5.92 3.93    1
## 5921  1.01     Ideal     F     SI2  62.7  57.0  3945 6.37 6.43 4.01    1
## 5922  1.01 Very Good     F     SI2  60.8  63.0  3945 6.32 6.38 3.86    1
## 5923  1.01 Very Good     F     SI2  62.5  61.0  3945 6.33 6.37 3.97    1
## 5924  0.90 Very Good     G     SI1  62.9  56.0  3945 6.11 6.17 3.86    1
## 5925  0.96     Ideal     G     SI2  62.0  58.0  3945 6.30 6.34 3.92    1
## 5926  0.90      Good     E     SI1  62.6  62.0  3945 6.15 6.18 3.86    1
## 5927  1.03   Premium     H     SI1  61.8  58.0  3945 6.47 6.41 3.98    1
## 5928  1.12     Ideal     G      I1  60.3  57.0  3945 6.80 6.73 4.08    1
## 5929  0.90      Good     I    VVS2  62.9  61.0  3946 6.10 6.14 3.85    1
## 5930  0.93      Good     I     VS2  58.2  60.0  3946 6.41 6.48 3.75    1
## 5931  1.02 Very Good     E     SI2  63.6  59.0  3947 6.23 6.28 3.98    1
## 5932  0.72     Ideal     E     VS1  61.1  57.0  3947 5.78 5.81 3.54    1
## 5933  0.74 Very Good     F    VVS2  61.5  55.1  3948 5.82 5.85 3.59    1
## 5934  0.97   Premium     I     VS2  62.2  56.0  3948 6.34 6.29 3.94    1
## 5935  0.76     Ideal     H     VS2  62.0  56.0  3948 5.86 5.88 3.64    1
## 5936  0.90      Good     E     VS2  63.7  58.0  3948 6.06 6.09 3.87    1
## 5937  1.01      Good     G     SI2  61.1  62.0  3948 6.38 6.48 3.93    1
## 5938  0.91   Premium     D     SI2  62.4  56.0  3949 6.20 6.17 3.86    1
## 5939  0.70     Ideal     G      IF  61.3  56.0  3949 5.72 5.73 3.51    1
## 5940  1.00      Good     G     SI2  63.8  56.0  3949 6.23 6.31 4.00    1
## 5941  0.90      Good     F     SI1  63.1  58.0  3950 6.12 6.18 3.88    1
## 5942  0.90 Very Good     F     SI1  62.5  62.0  3950 6.08 6.11 3.81    1
## 5943  0.90 Very Good     F     SI1  62.6  60.0  3950 6.10 6.14 3.83    1
## 5944  0.90      Good     F     SI1  63.3  60.0  3950 6.09 6.11 3.86    1
## 5945  0.90 Very Good     F     SI1  62.0  59.0  3950 6.13 6.17 3.81    1
## 5946  0.90 Very Good     F     SI1  62.6  57.0  3950 6.16 6.20 3.87    1
## 5947  0.90      Good     F     SI1  57.5  60.0  3950 6.33 6.37 3.65    1
## 5948  0.90      Good     F     SI1  63.6  59.0  3950 6.07 6.12 3.88    1
## 5949  0.90 Very Good     F     SI1  61.7  60.0  3950 6.16 6.22 3.82    1
## 5950  0.90      Good     F     SI1  63.2  61.0  3950 6.09 6.13 3.86    1
## 5951  0.90     Ideal     F     SI1  61.8  57.0  3950 6.19 6.21 3.83    1
## 5952  0.90 Very Good     F     SI1  60.4  60.0  3950 6.23 6.29 3.78    1
## 5953  0.90      Good     F     SI1  57.6  60.0  3950 6.34 6.37 3.66    1
## 5954  1.14   Premium     D      I1  61.8  59.0  3950 6.62 6.74 4.13    1
## 5955  0.90 Very Good     F     SI1  63.7  58.0  3950 6.05 6.10 3.87    1
## 5956  0.90 Very Good     F     SI1  63.4  58.0  3950 6.09 6.12 3.87    1
## 5957  0.90 Very Good     F     SI1  62.5  60.0  3950 6.05 6.11 3.80    1
## 5958  0.90 Very Good     F     SI1  62.3  55.0  3950 6.14 6.18 3.84    1
## 5959  0.76      Good     D     VS1  63.7  56.0  3950 5.81 5.77 3.69    1
## 5960  0.90   Premium     F     SI2  59.7  60.0  3951 6.25 6.22 3.72    1
## 5961  0.72   Premium     E      IF  61.3  60.0  3951 5.74 5.71 3.51    1
## 5962  1.20   Premium     J     SI2  59.6  62.0  3951 6.95 6.90 4.13    1
## 5963  1.12      Good     J     SI1  63.7  61.0  3951 6.54 6.50 4.15    1
## 5964  0.90   Premium     F     SI2  60.6  59.0  3951 6.27 6.21 3.78    1
## 5965  1.00      Fair     I     VS1  64.0  49.0  3951 6.43 6.39 4.10    1
## 5966  1.05   Premium     E     SI2  60.9  61.0  3951 6.61 6.55 4.01    1
## 5967  0.96 Very Good     G     SI2  63.1  56.0  3951 6.29 6.22 3.95    1
## 5968  0.72 Very Good     F    VVS2  59.2  63.0  3952 5.77 5.86 3.44    1
## 5969  1.13      Good     F     SI2  64.0  58.0  3952 6.52 6.58 4.19    1
## 5970  1.01 Very Good     J     SI1  58.9  59.0  3952 6.56 6.62 3.88    1
## 5971  0.71   Premium     D    VVS1  58.8  58.0  3952 5.89 5.81 3.44    1
## 5972  0.80     Ideal     F     VS1  61.6  54.0  3953 5.95 5.99 3.68    1
## 5973  1.04     Ideal     I     SI2  62.4  57.0  3953 6.48 6.46 4.04    1
## 5974  0.80 Very Good     F     VS2  61.3  55.0  3954 5.93 6.01 3.66    1
## 5975  0.90 Very Good     F     SI1  62.5  59.0  3954 6.06 6.13 3.81    1
## 5976  0.91     Ideal     I     VS1  62.4  57.0  3954 6.17 6.21 3.86    1
## 5977  0.90      Good     F     SI1  64.7  54.0  3954 6.04 6.08 3.92    1
## 5978  1.16     Ideal     J     SI1  60.7  57.0  3955 6.77 6.83 4.13    1
## 5979  0.71     Ideal     G    VVS1  61.1  57.0  3955 5.76 5.80 3.53    1
## 5980  1.11 Very Good     I     SI2  61.2  61.0  3956 6.65 6.69 4.08    1
## 5981  1.03   Premium     J     VS1  61.8  58.0  3957 6.51 6.41 3.99    1
## 5982  0.91   Premium     D     SI2  61.2  58.0  3958 6.21 6.25 3.81    1
## 5983  1.06 Very Good     H     SI2  62.6  58.0  3958 6.46 6.52 4.06    1
## 5984  0.90     Ideal     E     SI2  61.9  54.0  3958 6.23 6.18 3.84    1
## 5985  1.01   Premium     H     SI2  62.8  61.0  3959 6.33 6.25 3.95    1
## 5986  1.01   Premium     H     SI2  60.6  61.0  3959 6.45 6.38 3.89    1
## 5987  1.01      Good     H     SI2  63.9  58.0  3959 6.35 6.32 4.05    1
## 5988  1.01   Premium     H     SI2  62.5  58.0  3959 6.39 6.35 3.98    1
## 5989  1.01   Premium     I     SI1  62.7  59.0  3959 6.43 6.36 4.01    1
## 5990  1.01      Good     D     SI2  63.6  61.0  3959 6.35 6.33 4.03    1
## 5991  1.01 Very Good     H     SI2  63.4  55.0  3959 6.35 6.29 4.01    1
## 5992  1.01      Good     I     SI1  63.6  55.0  3959 6.39 6.31 4.04    1
## 5993  0.97 Very Good     G     SI2  59.8  58.0  3960 6.38 6.42 3.83    1
## 5994  1.04   Premium     I     SI2  61.6  56.0  3960 6.56 6.49 4.02    1
## 5995  0.91 Very Good     G     SI1  63.6  57.0  3961 6.09 6.12 3.88    1
## 5996  0.75     Ideal     D     VS1  62.4  56.0  3961 5.79 5.84 3.63    1
## 5997  0.91   Premium     E     SI1  61.9  61.0  3961 6.14 6.11 3.79    1
## 5998  1.09   Premium     D     SI2  61.9  61.0  3961 6.58 6.54 4.06    1
## 5999  0.88     Ideal     D     SI2  62.2  56.0  3962 6.12 6.16 3.82    1
## 6000  0.91 Very Good     F     SI1  62.7  56.0  3963 6.11 6.17 3.85    1
## 6001  0.94 Very Good     E     SI2  62.0  60.0  3963 6.19 6.22 3.85    1
## 6002  0.91   Premium     H     VS2  62.3  57.0  3963 6.22 6.13 3.85    1
## 6003  0.90 Very Good     H     VS1  62.6  55.0  3964 6.14 6.19 3.86    1
## 6004  0.90 Very Good     H     VS1  62.7  56.0  3964 6.15 6.20 3.87    1
## 6005  1.21 Very Good     I     SI2  63.4  62.0  3964 6.84 6.69 4.31    1
## 6006  1.00      Fair     G     SI1  68.3  61.0  3965 6.02 5.93 4.08    1
## 6007  1.18 Very Good     E      I1  63.3  57.0  3965 6.70 6.64 4.22    1
## 6008  1.18   Premium     E      I1  62.5  58.0  3965 6.75 6.62 4.18    1
## 6009  1.00      Good     D     SI2  64.3  60.0  3965 6.22 6.19 3.99    1
## 6010  1.00      Good     D     SI2  64.3  53.0  3965 6.34 6.29 4.06    1
## 6011  1.00      Fair     G     SI1  65.2  62.0  3965 6.19 6.08 4.01    1
## 6012  1.00 Very Good     D     SI2  63.2  56.0  3965 6.38 6.33 4.02    1
## 6013  1.00 Very Good     D     SI2  60.8  63.0  3965 6.41 6.36 3.88    1
## 6014  1.00      Good     G     SI1  62.2  65.0  3965 6.28 6.22 3.89    1
## 6015  1.00      Fair     D     SI2  65.0  56.0  3965 6.27 6.23 4.06    1
## 6016  0.25 Very Good     E    VVS1  60.0  56.0   575 4.10 4.14 2.47    1
## 6017  0.25 Very Good     E    VVS1  60.2  59.0   575 4.11 4.13 2.48    1
## 6018  0.33 Very Good     I     VS1  59.9  62.0   575 4.48 4.57 2.71    1
## 6019  0.30 Very Good     E     VS2  62.1  62.0   575 4.21 4.26 2.63    1
## 6020  0.32     Ideal     I    VVS1  62.2  53.0   575 4.42 4.45 2.76    1
## 6021  0.32     Ideal     I    VVS1  61.4  56.0   575 4.42 4.44 2.72    1
## 6022  0.25     Ideal     F    VVS1  60.9  57.0   575 4.06 4.09 2.48    1
## 6023  0.33     Ideal     D     SI1  62.2  54.0   575 4.45 4.46 2.77    1
## 6024  0.25      Good     E    VVS1  61.3  61.0   575 4.04 4.08 2.49    1
## 6025  0.37      Good     F     SI1  63.7  55.0   575 4.55 4.59 2.91    1
## 6026  0.32 Very Good     G     VS2  61.9  56.0   576 4.36 4.39 2.71    1
## 6027  0.32     Ideal     H     SI1  60.6  57.0   576 4.44 4.40 2.68    1
## 6028  0.32   Premium     E     SI2  62.4  58.0   576 4.40 4.35 2.73    1
## 6029  0.32     Ideal     E     SI2  62.0  55.0   576 4.41 4.36 2.72    1
## 6030  0.32   Premium     E     SI2  59.7  60.0   576 4.45 4.43 2.65    1
## 6031  0.32     Ideal     E     SI2  62.7  57.0   576 4.37 4.34 2.73    1
## 6032  0.32     Ideal     I     VS2  60.3  56.0   576 4.45 4.44 2.68    1
## 6033  0.32     Ideal     I     VS2  61.5  56.0   576 4.41 4.40 2.71    1
## 6034  0.32     Ideal     I     VS2  62.2  57.0   576 4.42 4.39 2.74    1
## 6035  0.32   Premium     I     VS2  62.6  58.0   576 4.42 4.37 2.75    1
## 6036  0.32     Ideal     I     VS2  62.5  55.0   576 4.39 4.38 2.74    1
## 6037  0.32     Ideal     I     VS2  63.0  56.0   576 4.42 4.38 2.77    1
## 6038  0.32     Ideal     I     VS2  61.3  56.0   576 4.43 4.38 2.70    1
## 6039  0.32   Premium     I     VS2  61.1  57.0   576 4.42 4.39 2.69    1
## 6040  0.32     Ideal     I     VS2  62.5  57.0   576 4.39 4.35 2.73    1
## 6041  0.32     Ideal     I     VS2  62.0  57.0   576 4.41 4.36 2.72    1
## 6042  0.32     Ideal     I     VS2  61.6  56.0   576 4.39 4.37 2.70    1
## 6043  0.32     Ideal     I     VS2  62.5  55.0   576 4.40 4.37 2.74    1
## 6044  0.32     Ideal     I     VS2  62.9  57.0   576 4.40 4.37 2.76    1
## 6045  0.32   Premium     I     VS2  62.2  59.0   576 4.37 4.35 2.71    1
## 6046  1.00      Fair     D     SI2  66.5  59.0  3965 6.24 6.21 4.14    1
## 6047  1.20   Premium     H     SI2  62.1  57.0  3965 6.84 6.69 4.21    1
## 6048  0.77 Very Good     G    VVS1  62.7  54.0  3966 5.84 5.89 3.67    1
## 6049  1.01 Very Good     G     SI2  61.8  58.0  3966 6.36 6.39 3.94    1
## 6050  1.01 Very Good     G     SI2  62.1  61.0  3966 6.27 6.38 3.93    1
## 6051  1.01 Very Good     G     SI2  63.0  58.0  3966 6.29 6.34 3.98    1
## 6052  0.82     Ideal     E     SI1  61.9  56.0  3966 6.00 6.02 3.72    1
## 6053  0.77   Premium     D     VS1  59.4  59.0  3966 6.00 5.96 3.55    1
## 6054  0.80   Premium     E     VS1  61.7  58.0  3967 5.98 5.95 3.68    1
## 6055  1.13 Very Good     E     SI2  59.4  62.0  3967 6.78 6.83 4.04    1
## 6056  0.92 Very Good     F     SI1  63.5  58.0  3967 6.16 6.12 3.90    1
## 6057  0.92   Premium     F     SI1  61.8  59.0  3967 6.25 6.21 3.85    1
## 6058  0.90     Ideal     H     SI1  61.1  58.0  3967 6.24 6.19 3.79    1
## 6059  1.09   Premium     I     SI1  61.6  61.0  3968 6.64 6.57 4.07    1
## 6060  0.91     Ideal     E     SI2  61.5  56.0  3968 6.20 6.23 3.82    1
## 6061  0.91     Ideal     E     SI2  60.8  56.0  3968 6.25 6.29 3.81    1
## 6062  0.91 Very Good     E     SI2  62.8  59.0  3968 6.13 6.16 3.86    1
## 6063  0.62     Ideal     D    VVS1  62.2  54.0  3968 5.45 5.48 3.40    1
## 6064  1.09   Premium     I     SI1  61.9  58.0  3968 6.65 6.58 4.10    1
## 6065  1.02 Very Good     D     SI2  61.3  62.0  3971 6.42 6.46 3.95    1
## 6066  1.01      Good     H     SI2  63.5  60.0  3971 6.23 6.31 3.98    1
## 6067  1.01   Premium     I     SI2  62.1  59.0  3971 6.42 6.39 3.98    1
## 6068  1.01   Premium     I     SI2  59.4  57.0  3971 6.59 6.57 3.91    1
## 6069  0.80     Ideal     E     VS2  61.4  56.0  3972 5.97 6.02 3.68    1
## 6070  0.80     Ideal     H      IF  62.4  54.0  3972 5.93 5.99 3.72    1
## 6071  0.90      Good     I    VVS1  62.4  61.0  3972 6.05 6.09 3.79    1
## 6072  1.02      Fair     H     SI1  64.6  55.0  3972 6.33 6.28 4.07    1
## 6073  0.91      Good     E     SI1  64.0  61.0  3973 6.01 6.06 3.86    1
## 6074  0.70 Very Good     F    VVS2  61.3  59.0  3974 5.69 5.73 3.50    1
## 6075  1.02 Very Good     F     SI2  59.6  59.0  3974 6.51 6.54 3.89    1
## 6076  1.03   Premium     F     SI2  60.2  55.0  3974 6.59 6.53 3.95    1
## 6077  1.00 Very Good     H     SI2  63.1  58.0  3975 6.29 6.36 3.99    1
## 6078  0.90 Very Good     D     SI2  62.2  57.0  3975 6.11 6.15 3.81    1
## 6079  0.90 Very Good     D     SI2  61.2  54.0  3975 6.25 6.29 3.84    1
## 6080  0.81     Ideal     E     VS2  61.5  57.0  3975 6.00 6.06 3.71    1
## 6081  1.06     Ideal     I     SI2  62.4  57.0  3975 6.48 6.54 4.06    1
## 6082  0.96      Good     H     SI2  61.6  59.0  3975 6.24 6.29 3.86    1
## 6083  1.00      Fair     F     SI2  59.3  66.0  3975 6.44 6.51 3.84    1
## 6084  0.91   Premium     G     SI1  62.2  59.0  3975 6.19 6.15 3.84    1
## 6085  0.91   Premium     G     SI1  62.6  58.0  3975 6.17 6.14 3.85    1
## 6086  0.91   Premium     G     SI1  62.8  58.0  3975 6.18 6.15 3.87    1
## 6087  0.91   Premium     G     SI1  61.8  60.0  3975 6.21 6.18 3.83    1
## 6088  0.90      Good     G     VS2  63.2  58.0  3976 6.09 6.16 3.87    1
## 6089  1.23      Good     D      I1  63.7  58.0  3977 6.72 6.79 4.30    1
## 6090  0.97 Very Good     F     SI2  59.6  59.0  3977 6.41 6.47 3.84    1
## 6091  0.90 Very Good     F     SI2  62.0  59.0  3977 6.20 6.10 3.81    1
## 6092  0.90      Good     G     VS1  64.5  57.0  3977 6.01 6.08 3.90    1
## 6093  1.00      Good     F     SI2  63.7  57.0  3977 6.36 6.32 4.04    1
## 6094  1.00   Premium     F     SI2  62.4  56.0  3977 6.35 6.31 3.95    1
## 6095  1.06     Ideal     E     SI2  60.7  57.0  3977 6.61 6.59 4.00    1
## 6096  1.11   Premium     I     SI1  61.9  58.0  3978 6.63 6.61 4.10    1
## 6097  0.82     Ideal     E     SI1  61.8  53.0  3979 6.02 6.05 3.73    1
## 6098  0.91      Good     H     VS2  62.7  62.0  3979 6.11 6.21 3.86    1
## 6099  1.02 Very Good     I     SI2  62.8  56.0  3980 6.42 6.38 4.02    1
## 6100  0.77     Ideal     D     VS2  61.6  55.0  3980 5.88 5.91 3.63    1
## 6101  0.73     Ideal     D     VS2  61.5  55.0  3980 5.79 5.82 3.57    1
## 6102  1.08      Good     J     VS2  64.3  58.0  3980 6.46 6.44 4.15    1
## 6103  1.08      Fair     J     VS2  65.1  54.0  3980 6.47 6.44 4.20    1
## 6104  0.81 Very Good     G    VVS2  63.5  55.0  3981 5.90 5.94 3.76    1
## 6105  1.01   Premium     G     SI2  60.6  59.0  3981 6.49 6.41 3.91    1
## 6106  1.01     Ideal     J     SI2  59.0  59.0  3982 6.57 6.61 3.89    1
## 6107  1.02     Ideal     I     SI1  61.9  55.0  3983 6.43 6.46 3.99    1
## 6108  1.02 Very Good     F     SI2  61.1  62.0  3984 6.49 6.54 3.98    1
## 6109  0.83 Very Good     D     VS1  61.3  57.2  3984 6.02 6.11 3.72    1
## 6110  0.90   Premium     G     SI1  62.2  60.0  3984 6.14 6.07 3.80    1
## 6111  1.21      Fair     J     SI2  64.6  59.0  3984 6.74 6.64 4.32    1
## 6112  0.95   Premium     H     SI1  62.9  58.0  3984 6.26 6.21 3.92    1
## 6113  0.93   Premium     E     SI2  62.9  57.0  3984 6.25 6.19 3.91    1
## 6114  1.04     Ideal     H     SI1  61.3  55.0  3984 6.49 6.44 3.96    1
## 6115  1.17   Premium     F      I1  62.2  58.0  3984 6.76 6.72 4.19    1
## 6116  1.21   Premium     J     SI2  60.8  58.0  3984 6.93 6.88 4.19    1
## 6117  0.93     Ideal     H     SI1  61.6  54.0  3985 6.29 6.33 3.89    1
## 6118  1.39   Premium     I      I1  62.6  57.0  3985 7.15 7.10 4.46    1
## 6119  0.91     Ideal     G     SI2  61.6  56.0  3985 6.24 6.22 3.84    1
## 6120  0.92 Very Good     G     SI1  62.5  60.0  3986 6.19 6.26 3.89    1
## 6121  0.91 Very Good     E     SI2  60.5  59.0  3986 6.26 6.34 3.81    1
## 6122  1.13 Very Good     I     SI2  59.1  63.0  3987 6.85 6.82 4.04    1
## 6123  1.13   Premium     J     SI2  62.4  59.0  3987 6.68 6.62 4.15    1
## 6124  1.13   Premium     I     SI2  62.2  59.0  3987 6.67 6.61 4.13    1
## 6125  1.02     Ideal     H      I1  62.1  56.0  3987 6.45 6.40 3.99    1
## 6126  0.93     Ideal     H     SI1  62.8  56.0  3988 6.19 6.27 3.91    1
## 6127  0.90   Premium     H     VS2  62.1  58.0  3989 6.16 6.20 3.84    1
## 6128  0.90      Good     H     VS2  63.1  60.0  3989 6.08 6.12 3.85    1
## 6129  0.90 Very Good     H     VS2  62.6  58.0  3989 6.14 6.22 3.87    1
## 6130  0.90 Very Good     H     VS2  62.1  57.0  3989 6.16 6.23 3.85    1
## 6131  0.90      Good     H     VS2  61.9  58.0  3989 6.14 6.18 3.81    1
## 6132  0.90 Very Good     D     SI2  59.5  58.0  3989 6.28 6.33 3.75    1
## 6133  0.96   Premium     D     SI2  60.0  60.0  3989 6.47 6.43 3.87    1
## 6134  1.06   Premium     E     SI2  60.0  59.0  3989 6.64 6.59 3.97    1
## 6135  1.05      Good     F     SI2  63.6  59.0  3989 6.40 6.36 4.06    1
## 6136  0.70     Ideal     E    VVS2  62.3  53.7  3990 5.67 5.72 3.55    1
## 6137  0.93     Ideal     E     SI2  62.1  55.0  3990 6.27 6.29 3.90    1
## 6138  0.90     Ideal     D     SI2  62.7  57.0  3990 6.10 6.15 3.84    1
## 6139  0.93     Ideal     D     SI2  62.5  55.0  3990 6.20 6.24 3.89    1
## 6140  0.83     Ideal     D     SI1  61.3  56.0  3990 6.04 6.06 3.71    1
## 6141  0.90      Good     G     VS2  62.0  63.0  3990 6.06 6.13 3.78    1
## 6142  1.25      Fair     H     SI2  64.4  58.0  3990 6.82 6.71 4.36    1
## 6143  0.73     Ideal     F    VVS1  61.8  54.0  3990 5.80 5.78 3.58    1
## 6144  0.91     Ideal     G     SI1  62.6  56.0  3991 6.27 6.30 3.81    1
## 6145  1.00 Very Good     J     SI2  62.8  54.0  3991 6.35 6.43 4.01    1
## 6146  1.00 Very Good     H     SI2  64.1  54.0  3991 6.30 6.33 4.05    1
## 6147  0.91 Very Good     F     SI1  63.7  58.0  3991 6.08 6.11 3.88    1
## 6148  1.01      Fair     E     SI2  56.8  66.0  3991 6.63 6.58 3.75    1
## 6149  1.00      Good     H     SI2  63.2  60.0  3991 6.27 6.33 3.98    1
## 6150  1.00      Good     H     SI2  59.0  61.0  3991 6.42 6.46 3.80    1
## 6151  1.01      Fair     F     SI1  66.8  60.0  3991 6.21 6.13 4.12    1
## 6152  1.01     Ideal     I     VS1  62.8  57.0  3991 6.42 6.38 4.02    1
## 6153  1.00   Premium     H     SI1  61.8  60.0  3991 6.37 6.31 3.92    1
## 6154  1.08   Premium     F     SI2  62.7  58.0  3992 6.53 6.49 4.08    1
## 6155  0.90 Very Good     I     VS2  59.3  59.0  3992 6.27 6.30 3.73    1
## 6156  0.90      Fair     F     VS2  58.9  67.0  3992 6.18 6.17 3.64    1
## 6157  0.90   Premium     F     SI1  62.8  59.0  3992 6.16 6.13 3.86    1
## 6158  0.90 Very Good     F     SI1  59.6  63.0  3992 6.24 6.17 3.70    1
## 6159  0.90      Good     F     SI1  63.9  59.0  3992 6.09 6.06 3.88    1
## 6160  0.90 Very Good     F     SI1  63.4  62.0  3992 6.05 6.00 3.82    1
## 6161  0.90     Ideal     F     SI1  62.4  56.0  3992 6.22 6.18 3.87    1
## 6162  0.90   Premium     F     SI1  61.6  60.0  3992 6.19 6.14 3.80    1
## 6163  0.81 Very Good     F    VVS2  63.1  56.0  3992 5.99 5.90 3.75    1
## 6164  0.90      Good     F     SI1  63.9  58.0  3992 6.08 6.03 3.87    1
## 6165  0.91      Good     F     SI1  63.7  58.0  3993 6.10 6.17 3.91    1
## 6166  0.74 Very Good     E    VVS1  63.5  58.0  3993 5.78 5.72 3.65    1
## 6167  0.97   Premium     F     SI2  61.9  58.0  3993 6.35 6.31 3.92    1
## 6168  0.97   Premium     F     SI2  59.9  59.0  3993 6.45 6.38 3.84    1
## 6169  0.91 Very Good     I     VS2  61.5  58.0  3994 6.20 6.23 3.82    1
## 6170  0.95     Ideal     H     SI2  59.3  59.0  3994 6.42 6.46 3.82    1
## 6171  0.91      Good     F     SI1  64.4  60.0  3994 6.05 6.10 3.91    1
## 6172  1.06 Very Good     H     SI2  62.6  60.0  3996 6.43 6.47 4.04    1
## 6173  0.77     Ideal     H     VS2  61.3  56.0  3996 5.91 5.94 3.63    1
## 6174  1.02   Premium     F     SI2  58.0  60.0  3996 6.70 6.64 3.87    1
## 6175  0.85 Very Good     E     VS2  63.6  56.0  3997 5.97 6.01 3.81    1
## 6176  1.01     Ideal     J     SI2  61.4  56.0  3997 6.44 6.47 3.97    1
## 6177  0.92     Ideal     D     SI2  60.3  56.0  3997 6.32 6.35 3.82    1
## 6178  0.90 Very Good     D     SI1  61.1  63.0  3997 6.21 6.17 3.78    1
## 6179  0.90 Very Good     D     SI1  62.4  63.0  3997 6.18 6.15 3.85    1
## 6180  0.90 Very Good     D     SI1  62.5  63.0  3997 6.14 6.11 3.83    1
## 6181  0.90   Premium     D     SI1  62.8  59.0  3997 6.10 6.06 3.82    1
## 6182  0.90 Very Good     D     SI1  63.2  62.0  3997 6.13 6.06 3.85    1
## 6183  1.03     Ideal     I     SI2  62.2  57.0  3997 6.50 6.46 4.03    1
## 6184  1.01 Very Good     I     SI2  63.7  57.0  3998 6.32 6.36 4.04    1
## 6185  1.01 Very Good     J     SI1  62.8  57.0  3998 6.37 6.41 4.01    1
## 6186  0.91 Very Good     H     SI1  59.2  60.0  3998 6.30 6.41 3.76    1
## 6187  1.02   Premium     H     SI2  62.4  59.0  3998 6.42 6.37 3.99    1
## 6188  1.02      Good     I     SI1  64.2  53.0  3998 6.30 6.26 4.03    1
## 6189  1.00   Premium     G     SI2  59.0  62.0  3998 6.52 6.47 3.83    1
## 6190  1.19   Premium     H     SI2  61.5  58.0  3998 6.88 6.78 4.20    1
## 6191  1.02 Very Good     H     SI2  63.5  60.0  3998 6.33 6.24 3.99    1
## 6192  1.00   Premium     G     SI2  62.2  57.0  3998 6.29 6.25 3.90    1
## 6193  1.01      Good     H     SI2  63.7  55.0  3999 6.32 6.37 4.04    1
## 6194  1.01   Premium     H     SI2  59.4  59.0  3999 6.53 6.56 3.89    1
## 6195  1.01     Ideal     I     SI1  60.6  57.0  3999 6.51 6.56 3.96    1
## 6196  0.70     Ideal     E     VS1  61.2  56.0  4000 5.72 5.75 3.51    1
## 6197  1.07 Very Good     I     SI1  58.4  60.0  4001 6.68 6.78 3.93    1
## 6198  0.90     Ideal     G     SI1  61.6  57.0  4001 6.17 6.24 3.82    1
## 6199  0.90     Ideal     H     SI2  62.1  55.0  4001 6.17 6.20 3.84    1
## 6200  1.03      Good     G     SI2  63.7  60.0  4001 6.35 6.28 4.02    1
## 6201  0.80 Very Good     G    VVS2  62.5  56.0  4002 5.95 5.98 3.73    1
## 6202  0.99 Very Good     J     SI1  60.3  57.0  4002 6.44 6.49 3.90    1
## 6203  0.70 Very Good     D     VS1  59.3  55.0  4003 5.86 5.83 3.47    1
## 6204  0.89 Very Good     E     SI1  62.7  57.0  4003 6.08 6.13 3.83    1
## 6205  1.01     Ideal     G     SI1  62.9  57.0  4004 6.37 6.30 3.98    1
## 6206  1.01 Very Good     F     SI2  60.7  57.0  4004 6.42 6.46 3.91    1
## 6207  1.01      Good     F     SI2  63.1  58.0  4004 6.34 6.38 4.01    1
## 6208  1.00      Good     E     SI2  60.5  61.0  4004 6.31 6.38 3.84    1
## 6209  1.00 Very Good     E     SI2  58.8  62.0  4004 6.50 6.53 3.83    1
## 6210  1.00 Very Good     E     SI2  59.5  63.0  4004 6.41 6.47 3.83    1
## 6211  1.00 Very Good     E     SI2  59.1  61.0  4004 6.39 6.44 3.79    1
## 6212  1.02 Very Good     H     SI2  58.3  61.0  4004 6.57 6.63 3.85    1
## 6213  1.02 Very Good     H     SI2  63.5  58.0  4004 6.34 6.38 4.04    1
## 6214  0.90 Very Good     F     SI1  63.3  55.0  4004 6.05 6.08 3.84    1
## 6215  0.90      Good     F     SI1  58.8  60.0  4004 6.22 6.26 3.67    1
## 6216  1.01      Fair     G     SI1  64.2  59.0  4004 6.31 6.28 4.04    1
## 6217  1.01      Good     D     SI2  64.0  59.0  4004 6.34 6.28 4.04    1
## 6218  1.10   Premium     H     SI2  59.5  57.0  4004 6.81 6.74 4.03    1
## 6219  1.10   Premium     H     SI2  62.8  55.0  4004 6.68 6.57 4.16    1
## 6220  0.75 Very Good     E    VVS2  62.8  57.0  4005 5.74 5.78 3.62    1
## 6221  0.90      Good     F     SI1  62.6  58.0  4006 6.10 6.14 3.83    1
## 6222  0.90     Ideal     H     VS2  62.6  57.0  4007 6.19 6.15 3.86    1
## 6223  0.75     Ideal     D     VS1  62.0  58.0  4007 5.77 5.84 3.60    1
## 6224  0.71     Ideal     H      IF  61.2  56.0  4007 5.76 5.86 3.54    1
## 6225  1.06   Premium     I     SI2  58.4  58.0  4007 6.70 6.65 3.90    1
## 6226  0.90   Premium     D     SI2  62.9  56.0  4007 6.19 6.09 3.86    1
## 6227  0.90     Ideal     D     SI2  62.4  56.0  4007 6.24 6.16 3.87    1
## 6228  1.01   Premium     F     SI2  61.8  59.0  4008 6.41 6.31 3.93    1
## 6229  0.91 Very Good     I     VS2  59.9  58.0  4008 6.35 6.27 3.78    1
## 6230  1.03     Ideal     J     SI2  62.1  54.0  4008 6.47 6.51 4.03    1
## 6231  0.90     Ideal     G     SI1  60.8  58.0  4008 6.20 6.29 3.80    1
## 6232  0.90     Ideal     G     SI1  61.9  59.0  4008 6.16 6.19 3.82    1
## 6233  0.90     Ideal     G     SI1  61.6  58.0  4008 6.16 6.21 3.81    1
## 6234  0.90      Good     G     SI1  62.5  62.0  4008 6.04 6.09 3.79    1
## 6235  0.90 Very Good     F     SI1  63.0  61.0  4009 6.09 6.14 3.85    1
## 6236  0.83     Ideal     F     SI1  61.8  55.0  4009 6.01 6.06 3.73    1
## 6237  1.05 Very Good     E     SI2  61.7  59.0  4010 6.52 6.58 4.04    1
## 6238  1.17      Good     G     SI2  63.6  62.0  4010 6.65 6.55 4.20    1
## 6239  0.93   Premium     F     SI1  58.8  60.0  4010 6.49 6.37 3.78    1
## 6240  0.93   Premium     F     SI1  62.5  58.0  4010 6.22 6.19 3.88    1
## 6241  0.92 Very Good     E     SI2  62.1  58.0  4011 6.18 6.22 3.85    1
## 6242  0.92   Premium     E     SI2  61.7  59.0  4011 6.18 6.27 3.84    1
## 6243  0.92     Ideal     E     SI2  62.2  56.0  4011 6.20 6.24 3.87    1
## 6244  0.92     Ideal     E     SI2  62.1  57.0  4011 6.20 6.26 3.87    1
## 6245  0.92     Ideal     E     SI2  62.1  53.0  4011 6.22 6.25 3.87    1
## 6246  0.90     Ideal     I    VVS2  61.9  55.0  4011 6.21 6.23 3.85    1
## 6247  1.01      Good     F     SI2  58.3  60.0  4011 6.64 6.66 3.88    1
## 6248  1.01      Good     F     SI2  59.4  60.0  4011 6.44 6.49 3.84    1
## 6249  1.27   Premium     J     VS2  62.8  58.0  4011 6.96 6.92 4.36    1
## 6250  0.91 Very Good     H     VS2  63.5  57.0  4012 6.12 6.16 3.90    1
## 6251  0.87     Ideal     D     SI2  61.4  54.0  4012 6.15 6.20 3.79    1
## 6252  0.74     Ideal     F    VVS1  60.9  57.0  4013 5.83 5.86 3.56    1
## 6253  0.90      Good     F     SI2  61.9  59.0  4013 6.09 6.12 3.78    1
## 6254  1.04 Very Good     F     SI2  63.2  58.0  4013 6.39 6.34 4.02    1
## 6255  1.04     Ideal     I     VS2  62.9  56.0  4013 6.50 6.41 4.06    1
## 6256  1.04   Premium     F     SI2  62.8  60.0  4013 6.41 6.38 4.01    1
## 6257  0.71 Very Good     D    VVS2  61.7  58.0  4014 5.71 5.74 3.53    1
## 6258  1.12   Premium     H     SI2  62.1  56.0  4014 6.70 6.65 4.14    1
## 6259  1.12   Premium     E      I1  61.0  59.0  4014 6.74 6.70 4.10    1
## 6260  1.00   Premium     E     SI2  60.4  62.0  4014 6.52 6.42 3.91    1
## 6261  1.00 Very Good     H     SI2  63.0  61.0  4015 6.31 6.35 3.99    1
## 6262  1.00      Good     I     SI1  63.2  56.0  4015 6.31 6.37 4.01    1
## 6263  0.71     Ideal     G    VVS1  61.2  56.0  4015 5.75 5.81 3.54    1
## 6264  0.90     Ideal     H     SI2  61.0  56.0  4016 6.23 6.29 3.82    1
## 6265  0.90      Good     F     SI1  59.3  56.0  4016 6.27 6.32 3.73    1
## 6266  1.01      Good     I     VS1  63.8  57.0  4016 6.31 6.23 4.00    1
## 6267  1.01 Very Good     F     SI2  60.8  63.0  4017 6.38 6.32 3.86    1
## 6268  1.01   Premium     F     SI2  62.5  61.0  4017 6.37 6.33 3.97    1
## 6269  1.01     Ideal     F     SI2  62.7  57.0  4017 6.43 6.37 4.01    1
## 6270  1.25   Premium     J     SI2  61.3  58.0  4018 6.98 6.95 4.27    1
## 6271  0.97 Very Good     I     VS2  62.2  55.9  4018 6.34 6.29 3.94    1
## 6272  1.05   Premium     G     SI2  62.7  54.0  4018 6.51 6.48 4.07    1
## 6273  0.91   Premium     H     VS2  62.5  59.0  4018 6.19 6.09 3.84    1
## 6274  0.97   Premium     F     SI2  58.9  58.0  4020 6.51 6.47 3.82    1
## 6275  0.97      Good     H     SI1  62.1  60.0  4020 6.24 6.29 3.89    1
## 6276  1.07     Ideal     G     SI2  61.1  57.0  4021 6.61 6.65 4.05    1
## 6277  0.90 Very Good     H     VS1  62.5  56.0  4021 6.13 6.19 3.85    1
## 6278  0.90 Very Good     H     VS1  63.0  62.0  4021 6.09 6.00 3.81    1
## 6279  1.15 Very Good     J     SI2  63.6  57.0  4021 6.60 6.64 4.21    1
## 6280  0.70     Ideal     F    VVS1  62.7  54.0  4021 5.66 5.70 3.56    1
## 6281  0.70 Very Good     D    VVS2  62.8  60.0  4022 5.65 5.69 3.56    1
## 6282  1.01   Premium     G     SI2  59.4  60.0  4022 6.55 6.58 3.90    1
## 6283  0.65     Ideal     D    VVS1  61.8  57.0  4022 5.54 5.56 3.43    1
## 6284  0.91     Ideal     I     VS1  61.9  56.0  4022 6.20 6.23 3.85    1
## 6285  0.90      Good     G     VS2  63.6  59.0  4022 6.10 6.04 3.86    1
## 6286  1.14   Premium     J     SI2  62.3  56.0  4022 6.73 6.66 4.17    1
## 6287  0.90   Premium     G     VS2  61.0  58.0  4022 6.20 6.13 3.76    1
## 6288  0.90   Premium     G     VS2  59.6  61.0  4022 6.25 6.20 3.71    1
## 6289  1.14   Premium     D      I1  61.8  59.0  4022 6.74 6.62 4.13    1
## 6290  1.50   Premium     H      I1  62.9  60.0  4022 7.31 7.22 4.57    1
## 6291  1.50      Good     H      I1  64.0  56.0  4022 7.18 7.05 4.56    1
## 6292  1.00   Premium     F     SI1  62.8  61.0  4022 6.37 6.25 3.96    1
## 6293  1.01 Very Good     H     SI2  63.9  56.0  4023 6.29 6.38 4.05    1
## 6294  0.83     Ideal     E     SI1  61.5  55.0  4024 6.05 6.08 3.73    1
## 6295  1.23     Ideal     H      I1  61.8  56.0  4025 6.85 6.91 4.25    1
## 6296  0.56 Very Good     D      IF  62.5  59.0  4025 5.26 5.30 3.30    1
## 6297  1.13      Good     F     SI2  64.0  58.0  4025 6.58 6.52 4.19    1
## 6298  1.13   Premium     F     SI2  58.3  61.0  4025 6.88 6.78 3.98    1
## 6299  0.91   Premium     F     SI1  61.0  59.0  4026 6.23 6.19 3.79    1
## 6300  0.96   Premium     H     SI1  63.0  58.0  4026 6.27 6.23 3.94    1
## 6301  1.00      Good     E     SI2  64.0  54.0  4026 6.31 6.26 4.01    1
## 6302  0.71     Ideal     E    VVS1  61.9  55.0  4027 5.73 5.77 3.56    1
## 6303  0.94   Premium     E     SI2  62.4  58.0  4027 6.33 6.26 3.93    1
## 6304  1.16     Ideal     J     SI1  60.7  57.0  4028 6.83 6.77 4.13    1
## 6305  1.01      Good     F     SI2  61.3  62.0  4028 6.44 6.48 3.96    1
## 6306  1.11   Premium     I     SI2  61.2  61.0  4028 6.69 6.65 4.08    1
## 6307  1.11 Very Good     H     SI2  63.4  55.0  4028 6.54 6.51 4.14    1
## 6308  1.00      Good     H     VS2  63.8  59.0  4028 6.28 6.26 4.00    1
## 6309  1.11 Very Good     H     SI2  61.5  59.0  4029 6.56 6.61 4.05    1
## 6310  0.71     Ideal     D     VS2  60.1  56.0  4029 5.77 5.83 3.48    1
## 6311  0.71     Ideal     D     VS2  61.2  57.0  4029 5.72 5.76 3.51    1
## 6312  0.71     Ideal     D     VS2  61.2  55.0  4029 5.74 5.78 3.53    1
## 6313  0.71     Ideal     D     VS2  60.9  56.0  4029 5.76 5.79 3.52    1
## 6314  0.71     Ideal     D     VS2  61.7  56.0  4029 5.71 5.74 3.53    1
## 6315  0.91     Ideal     G     VS1  61.3  56.0  4029 6.28 6.21 3.83    1
## 6316  0.71     Ideal     E    VVS2  61.2  57.0  4030 5.73 5.80 3.53    1
## 6317  0.83     Ideal     F     VS1  62.0  57.0  4030 6.02 5.97 3.72    1
## 6318  0.91 Very Good     E     SI1  61.9  61.0  4031 6.11 6.14 3.79    1
## 6319  1.06   Premium     H     SI2  62.6  58.0  4031 6.52 6.46 4.06    1
## 6320  1.00   Premium     H     SI2  61.0  57.0  4032 6.51 6.40 3.94    2
## 6321  1.00   Premium     J     VS1  62.8  57.0  4032 6.39 6.35 4.00    1
## 6322  1.00     Ideal     J     VS1  62.3  56.0  4032 6.43 6.38 3.99    1
## 6323  0.57 Very Good     D      IF  61.3  57.0  4032 5.33 5.41 3.29    1
## 6324  0.90     Ideal     G     SI2  61.5  57.0  4032 6.19 6.23 3.82    1
## 6325  1.00      Fair     E     SI2  57.3  62.0  4032 6.54 6.59 3.76    1
## 6326  1.00      Fair     G     VS2  44.0  53.0  4032 6.31 6.24 4.12    1
## 6327  1.00 Very Good     I     SI1  60.4  63.0  4032 6.44 6.37 3.87    1
## 6328  1.20   Premium     H     SI2  59.8  58.0  4032 6.92 6.83 4.11    1
## 6329  0.90   Premium     H     VS2  61.6  58.0  4032 6.26 6.18 3.83    1
## 6330  1.01      Good     E     SI1  64.2  56.0  4032 6.31 6.27 4.04    1
## 6331  1.00   Premium     H     SI2  62.7  59.0  4032 6.35 6.31 3.97    1
## 6332  1.00      Good     I    VVS2  57.4  59.0  4032 6.61 6.53 3.77    1
## 6333  1.50   Premium     E      I1  61.5  58.0  4032 7.38 7.20 4.50    1
## 6334  0.93 Very Good     I     VS1  62.6  59.0  4033 6.17 6.20 3.87    1
## 6335  0.91     Ideal     H     VS2  62.6  57.0  4033 6.20 6.23 3.89    1
## 6336  1.00 Very Good     F     SI2  63.4  55.0  4033 6.30 6.38 4.02    1
## 6337  0.90 Very Good     E     SI1  60.1  58.0  4034 6.25 6.29 3.77    1
## 6338  0.90     Ideal     E     SI2  61.7  56.0  4034 6.21 6.26 3.85    1
## 6339  0.90     Ideal     E     SI1  60.1  56.0  4034 6.30 6.35 3.80    1
## 6340  1.03     Ideal     E     SI1  58.9  56.0  4035 6.61 6.57 3.88    1
## 6341  1.00 Very Good     F     SI2  63.4  58.0  4036 6.31 6.25 3.98    1
## 6342  0.90     Ideal     G     SI1  62.4  55.0  4036 6.19 6.15 3.85    1
## 6343  1.00      Fair     F     SI2  59.0  67.0  4036 6.48 6.41 3.80    1
## 6344  0.91   Premium     F     SI1  61.7  59.0  4036 6.21 6.17 3.82    1
## 6345  0.32 Very Good     I     VS2  63.2  56.0   576 4.38 4.32 2.75    1
## 6346  0.32   Premium     I     VS2  62.8  58.0   576 4.37 4.33 2.73    1
## 6347  0.32     Ideal     I     VS2  63.0  57.0   576 4.37 4.33 2.74    1
## 6348  0.32     Ideal     I     VS2  63.0  55.0   576 4.39 4.34 2.75    1
## 6349  0.32 Very Good     I     VS2  63.4  55.0   576 4.37 4.33 2.76    1
## 6350  0.32   Premium     H     SI1  61.9  59.0   576 4.41 4.38 2.72    1
## 6351  0.32 Very Good     H     SI1  63.1  54.0   576 4.42 4.36 2.77    1
## 6352  0.32   Premium     H     SI1  61.3  60.0   576 4.42 4.36 2.69    1
## 6353  0.32   Premium     H     SI1  62.2  56.0   576 4.39 4.36 2.72    1
## 6354  0.32   Premium     H     SI1  61.9  58.0   576 4.38 4.34 2.70    1
## 6355  0.32 Very Good     H     SI1  63.1  55.0   576 4.37 4.34 2.75    1
## 6356  0.32   Premium     E     SI2  61.2  58.0   576 4.44 4.39 2.70    1
## 6357  0.32     Ideal     E     SI2  62.7  55.0   576 4.42 4.39 2.76    1
## 6358  0.32   Premium     E     SI2  61.7  60.0   576 4.41 4.38 2.71    1
## 6359  0.30   Premium     H     VS1  60.0  60.0   576 4.40 4.30 2.61    1
## 6360  0.25 Very Good     F    VVS2  62.0  59.0   576 3.99 4.04 2.49    1
## 6361  0.25 Very Good     F    VVS1  60.7  59.0   576 4.07 4.10 2.48    1
## 6362  0.25   Premium     E    VVS1  60.7  60.0   576 4.09 4.11 2.49    1
## 6363  0.25     Ideal     E    VVS1  61.2  57.0   576 4.08 4.12 2.51    1
## 6364  0.25   Premium     E    VVS2  61.5  59.0   576 4.02 4.04 2.48    1
## 6365  0.25   Premium     E    VVS2  62.5  59.0   576 4.02 4.05 2.52    1
## 6366  0.25     Ideal     E    VVS2  62.1  57.0   576 4.04 4.07 2.52    1
## 6367  0.25   Premium     E    VVS2  62.0  59.0   576 4.05 4.08 2.52    1
## 6368  0.25   Premium     F      IF  61.1  58.0   576 4.08 4.10 2.50    1
## 6369  0.25 Very Good     E    VVS1  62.9  59.0   576 3.99 4.02 2.52    1
## 6370  0.25   Premium     E    VVS2  62.5  59.0   576 4.02 4.04 2.52    1
## 6371  0.25      Good     E    VVS2  63.1  56.0   576 4.00 4.05 2.54    1
## 6372  0.25     Ideal     E    VVS2  61.6  57.0   576 4.08 4.10 2.52    1
## 6373  0.25 Very Good     E    VVS1  62.9  58.0   576 4.01 4.03 2.53    1
## 6374  0.36   Premium     F     SI1  60.2  58.0   576 4.60 4.63 2.78    1
## 6375  1.04   Premium     J     SI1  60.2  56.0  4036 6.61 6.54 3.96    1
## 6376  0.77   Premium     D     VS1  59.4  59.0  4037 5.96 6.00 3.55    1
## 6377  0.92   Premium     F     SI1  61.8  59.0  4037 6.21 6.25 3.85    1
## 6378  0.92 Very Good     F     SI1  62.9  56.0  4037 6.20 6.24 3.91    1
## 6379  0.92 Very Good     F     SI1  62.7  57.0  4037 6.14 6.20 3.87    1
## 6380  1.00 Very Good     F     SI2  62.9  59.0  4037 6.27 6.38 3.98    1
## 6381  1.02   Premium     H     SI1  59.1  60.0  4037 6.59 6.54 3.88    1
## 6382  1.01   Premium     G     SI2  61.8  58.0  4038 6.39 6.36 3.94    1
## 6383  1.01   Premium     G     SI2  62.1  61.0  4038 6.38 6.27 3.93    1
## 6384  1.01   Premium     G     SI2  63.0  58.0  4038 6.34 6.29 3.98    1
## 6385  1.03   Premium     I     SI1  61.0  58.0  4038 6.52 6.47 3.96    1
## 6386  1.03      Fair     H     SI2  67.0  61.0  4038 6.25 6.17 4.16    1
## 6387  1.01     Ideal     G     SI2  61.2  57.0  4038 6.45 6.40 3.92    1
## 6388  1.01   Premium     G     SI2  61.1  58.0  4038 6.39 6.37 3.90    1
## 6389  1.01     Ideal     G     SI2  63.2  57.0  4038 6.33 6.28 3.99    1
## 6390  1.03   Premium     H     SI2  62.1  59.0  4038 6.47 6.42 4.00    1
## 6391  1.02 Very Good     H     SI2  60.9  58.0  4039 6.41 6.53 3.94    1
## 6392  1.02 Very Good     H     SI2  61.1  61.0  4039 6.48 6.51 3.97    1
## 6393  0.76     Ideal     E     VS2  62.1  55.0  4039 5.84 5.88 3.64    1
## 6394  0.77     Ideal     D     VS1  62.2  55.0  4039 5.85 5.88 3.65    1
## 6395  0.92   Premium     H     VS1  61.7  62.0  4039 6.20 6.12 3.80    1
## 6396  1.13   Premium     E     SI2  59.4  62.0  4040 6.83 6.78 4.04    1
## 6397  0.74      Fair     D    VVS2  65.4  53.0  4040 5.73 5.71 3.74    1
## 6398  0.91 Very Good     D     SI1  63.1  61.0  4041 6.16 6.10 3.87    1
## 6399  1.05 Very Good     H     SI2  61.4  58.0  4042 6.54 6.58 4.03    1
## 6400  1.00 Very Good     H     SI2  62.5  58.0  4042 6.27 6.36 3.95    1
## 6401  0.71     Ideal     E    VVS2  62.0  53.9  4042 5.73 5.77 3.57    1
## 6402  0.54     Ideal     D    VVS1  61.3  56.0  4042 5.24 5.26 3.22    1
## 6403  1.00      Good     I     SI1  65.6  56.0  4042 6.23 6.30 4.11    1
## 6404  1.02   Premium     F     SI2  61.0  58.0  4043 6.49 6.52 3.97    1
## 6405  0.80     Ideal     F     VS2  60.9  57.0  4043 5.98 6.04 3.66    1
## 6406  0.80     Ideal     F     VS2  62.1  56.0  4043 5.93 5.98 3.70    1
## 6407  1.04   Premium     J     VS2  58.7  58.0  4043 6.68 6.61 3.90    1
## 6408  0.90     Ideal     H     VS2  62.4  56.0  4044 6.15 6.18 3.85    1
## 6409  0.90   Premium     H     VS2  60.6  60.0  4044 6.24 6.30 3.80    1
## 6410  1.01   Premium     E     SI2  60.6  58.0  4044 6.47 6.53 3.94    1
## 6411  1.01     Ideal     E     SI2  61.7  57.0  4044 6.50 6.47 4.00    1
## 6412  0.90     Ideal     G     SI2  61.4  56.0  4044 6.19 6.23 3.81    1
## 6413  1.02   Premium     D     SI2  61.3  62.0  4044 6.46 6.42 3.95    1
## 6414  1.01      Fair     H     VS1  66.1  55.0  4044 6.28 6.24 4.14    1
## 6415  1.02   Premium     D     SI2  62.3  58.0  4044 6.42 6.37 3.99    1
## 6416  1.02     Ideal     G     SI1  62.4  56.0  4044 6.42 6.37 3.99    1
## 6417  1.02     Ideal     D     SI2  62.5  57.0  4044 6.43 6.38 4.00    1
## 6418  1.02      Fair     G     SI1  64.5  56.0  4044 6.30 6.23 4.04    1
## 6419  1.20      Fair     G     SI2  65.5  59.0  4044 6.73 6.53 4.34    1
## 6420  0.91   Premium     G     SI1  62.6  58.0  4045 6.14 6.17 3.85    1
## 6421  0.91 Very Good     G     SI1  62.8  58.0  4045 6.15 6.18 3.87    1
## 6422  0.91   Premium     G     SI1  62.2  59.0  4045 6.15 6.19 3.84    1
## 6423  0.91   Premium     G     SI1  61.8  60.0  4045 6.18 6.21 3.83    1
## 6424  1.29 Very Good     G     SI2  63.2  54.0  4045 6.96 6.94 4.39    1
## 6425  1.09   Premium     J     SI1  62.3  59.0  4046 6.55 6.59 4.09    1
## 6426  0.79     Ideal     H      IF  61.3  56.0  4046 5.96 5.98 3.66    1
## 6427  1.01 Very Good     I     SI2  63.7  56.0  4047 6.33 6.38 4.05    1
## 6428  0.90   Premium     F     SI1  62.3  58.0  4047 6.18 6.12 3.83    1
## 6429  0.72     Ideal     D     VS1  61.7  56.0  4047 5.77 5.81 3.57    1
## 6430  1.01      Good     G     SI2  59.2  65.0  4047 6.35 6.41 3.78    1
## 6431  1.01      Fair     G     SI2  58.3  62.0  4047 6.46 6.50 3.78    1
## 6432  1.09   Premium     G     SI2  60.7  57.0  4047 6.72 6.62 4.06    1
## 6433  1.10     Ideal     H     VS2  62.6  57.0  4048 6.61 6.56 4.12    1
## 6434  0.91 Very Good     F     SI1  62.3  60.0  4049 6.08 6.15 3.81    1
## 6435  0.91     Ideal     G     SI1  61.8  57.0  4049 6.16 6.20 3.82    1
## 6436  1.01      Good     F     SI2  65.7  58.0  4049 6.12 6.20 4.05    1
## 6437  1.14 Very Good     F      I1  61.3  55.8  4050 6.74 6.76 4.13    1
## 6438  0.93   Premium     H     VS2  61.0  60.0  4050 6.29 6.26 3.82    1
## 6439  1.23      Good     D      I1  63.7  58.0  4050 6.79 6.72 4.30    1
## 6440  0.91   Premium     D     SI2  61.5  56.0  4051 6.27 6.22 3.84    1
## 6441  0.91   Premium     D     SI2  62.2  59.0  4051 6.23 6.19 3.86    1
## 6442  0.91   Premium     D     SI2  61.1  60.0  4051 6.29 6.24 3.83    1
## 6443  1.01 Very Good     H     SI1  62.5  58.0  4052 6.37 6.42 4.00    1
## 6444  0.99      Good     F     SI2  63.3  54.0  4052 6.36 6.43 4.05    1
## 6445  0.90   Premium     G     VS2  62.8  60.0  4052 6.14 6.08 3.84    1
## 6446  0.71     Ideal     E     VS1  61.1  57.0  4053 5.74 5.78 3.52    1
## 6447  0.71     Ideal     E     VS1  61.9  56.0  4053 5.70 5.73 3.54    1
## 6448  0.80     Ideal     E     SI1  61.1  56.0  4053 5.98 6.01 3.66    1
## 6449  1.00      Good     F     SI2  61.8  58.0  4053 6.43 6.48 3.99    1
## 6450  0.94      Fair     F     SI1  56.8  67.0  4053 6.56 6.44 3.69    1
## 6451  1.17      Good     J     SI1  63.9  55.0  4054 6.66 6.73 4.28    1
## 6452  0.90 Very Good     E     SI1  61.8  60.0  4054 6.14 6.20 3.81    1
## 6453  0.90 Very Good     E     SI1  62.2  60.0  4054 6.14 6.17 3.83    1
## 6454  0.90 Very Good     F     SI1  59.8  54.0  4054 6.25 6.32 3.76    1
## 6455  0.90 Very Good     F     SI1  63.3  57.0  4054 6.10 6.16 3.88    1
## 6456  0.91 Very Good     F     SI2  60.9  58.0  4054 6.28 6.20 3.80    1
## 6457  1.03     Ideal     J     SI2  62.4  56.0  4054 6.44 6.48 4.03    1
## 6458  0.90     Ideal     F     SI1  62.5  56.0  4054 6.13 6.16 3.84    1
## 6459  0.88     Ideal     F     SI1  62.3  53.0  4054 6.12 6.15 3.82    1
## 6460  0.90      Good     G     VS2  62.1  59.0  4054 6.02 6.16 3.78    1
## 6461  0.90      Good     E     SI1  62.4  62.0  4054 6.13 6.17 3.84    1
## 6462  1.01   Premium     E     SI2  62.8  57.0  4054 6.41 6.36 4.01    1
## 6463  1.11      Fair     J     SI2  64.8  55.1  4056 6.44 6.55 4.21    1
## 6464  1.02   Premium     F     SI2  61.1  62.0  4057 6.54 6.49 3.98    1
## 6465  1.06 Very Good     G     SI2  63.4  61.0  4057 6.46 6.37 4.07    1
## 6466  0.90      Fair     E     VS2  65.0  55.0  4057 6.11 6.04 3.95    1
## 6467  1.22 Very Good     J     SI2  62.2  60.0  4058 6.77 6.89 4.25    1
## 6468  1.24      Fair     G     SI2  65.7  57.0  4058 6.72 6.68 4.40    1
## 6469  0.90 Very Good     G     SI1  62.7  59.0  4059 6.12 6.17 3.85    1
## 6470  1.04     Ideal     J     SI1  60.8  57.0  4059 6.54 6.59 3.99    1
## 6471  0.90     Ideal     G     SI1  62.4  57.0  4059 6.15 6.19 3.85    1
## 6472  0.96   Premium     G     SI2  61.1  59.0  4059 6.32 6.28 3.85    1
## 6473  1.03 Very Good     G     SI2  63.1  58.0  4060 6.41 6.37 4.03    1
## 6474  1.01      Good     G     SI2  63.7  59.0  4060 6.31 6.38 4.04    1
## 6475  0.96 Very Good     D     SI2  60.0  60.0  4060 6.43 6.47 3.87    1
## 6476  1.25 Very Good     H     SI2  63.5  57.0  4060 6.73 6.65 4.25    1
## 6477  1.06      Good     H     SI1  57.2  60.0  4060 6.84 6.74 3.88    1
## 6478  1.02   Premium     I     SI2  62.2  58.0  4061 6.41 6.36 3.97    1
## 6479  0.90      Good     F     SI1  63.9  59.0  4062 6.06 6.09 3.88    1
## 6480  0.90   Premium     F     SI1  60.4  59.0  4062 6.29 6.32 3.81    1
## 6481  0.90 Very Good     E     VS2  61.1  63.0  4062 6.20 6.17 3.78    1
## 6482  0.89     Ideal     G    VVS2  61.7  55.0  4062 6.22 6.19 3.83    1
## 6483  0.93   Premium     G     SI1  61.0  59.0  4062 6.34 6.28 3.85    1
## 6484  0.90   Premium     E     VS2  62.3  55.0  4062 6.18 6.14 3.84    1
## 6485  0.97   Premium     F     SI2  61.9  58.0  4063 6.31 6.35 3.92    1
## 6486  0.97 Very Good     F     SI2  59.9  59.0  4063 6.38 6.45 3.84    1
## 6487  0.97      Fair     F     SI1  56.4  66.0  4063 6.59 6.54 3.70    1
## 6488  0.90   Premium     H     VS1  61.8  56.0  4064 6.18 6.16 3.81    1
## 6489  0.90 Very Good     H     VS2  62.1  60.0  4064 6.11 6.20 3.82    1
## 6490  1.01 Very Good     D     SI2  62.9  59.0  4064 6.29 6.37 3.98    1
## 6491  1.01      Good     G     SI1  63.1  55.0  4064 6.31 6.33 3.99    1
## 6492  1.01 Very Good     G     SI1  62.3  59.0  4064 6.34 6.37 3.96    1
## 6493  0.96 Very Good     H     SI1  63.1  58.0  4064 6.20 6.25 3.93    1
## 6494  0.90   Premium     H     VS1  63.0  59.0  4064 6.13 6.10 3.85    1
## 6495  1.12   Premium     J     SI1  62.3  57.0  4064 6.72 6.61 4.15    1
## 6496  1.12   Premium     J     SI1  62.7  55.0  4064 6.65 6.61 4.16    1
## 6497  1.44   Premium     J     SI2  58.2  58.0  4064 7.39 7.35 4.29    1
## 6498  0.90     Ideal     H     VS1  61.2  57.0  4064 6.28 6.24 3.83    1
## 6499  0.90   Premium     H     VS1  61.5  59.0  4064 6.19 6.13 3.79    1
## 6500  1.12   Premium     H     SI2  62.4  58.0  4065 6.58 6.63 4.12    1
## 6501  1.10      Good     E     SI2  63.3  56.0  4065 6.53 6.58 4.15    1
## 6502  0.92     Ideal     F     SI2  62.0  54.0  4065 6.26 6.32 3.90    1
## 6503  1.00      Good     D     SI2  64.3  59.0  4065 6.21 6.30 4.02    1
## 6504  0.91 Very Good     H     VS1  61.7  56.0  4066 6.22 6.25 3.85    1
## 6505  0.91 Very Good     H     VS1  62.7  63.0  4066 6.10 6.03 3.80    1
## 6506  1.12 Very Good     J     SI2  58.5  60.0  4066 6.83 6.89 4.01    1
## 6507  1.10 Very Good     G     SI2  63.4  56.0  4066 6.56 6.54 4.15    1
## 6508  0.91     Ideal     D     SI2  62.6  54.0  4067 6.22 6.25 3.90    1
## 6509  0.91      Good     F     SI1  58.0  57.0  4067 6.36 6.47 3.72    1
## 6510  0.90 Very Good     D     SI1  62.4  63.0  4068 6.15 6.18 3.85    1
## 6511  0.90 Very Good     D     SI1  61.8  61.0  4068 6.16 6.20 3.82    1
## 6512  0.90 Very Good     D     SI1  62.5  63.0  4068 6.11 6.14 3.83    1
## 6513  0.90 Very Good     D     SI1  61.1  63.0  4068 6.17 6.21 3.78    1
## 6514  0.90      Good     D     SI1  63.2  62.0  4068 6.06 6.13 3.85    1
## 6515  0.90 Very Good     D     SI1  62.8  59.0  4068 6.06 6.10 3.82    1
## 6516  0.92     Ideal     G     SI2  62.4  56.0  4068 6.21 6.23 3.88    1
## 6517  0.95     Ideal     E     SI2  62.2  56.0  4068 6.26 6.35 3.92    1
## 6518  0.84     Ideal     E     SI1  61.7  53.0  4068 6.08 6.11 3.76    1
## 6519  0.80     Ideal     F     VS1  62.8  56.0  4070 5.91 5.96 3.73    1
## 6520  0.95   Premium     E     SI2  60.7  59.0  4070 6.36 6.30 3.84    1
## 6521  1.03   Premium     E     SI2  58.8  62.0  4070 6.58 6.51 3.85    1
## 6522  1.10     Ideal     E     SI2  59.4  54.0  4071 6.79 6.74 4.02    1
## 6523  1.18      Good     E     SI2  63.6  57.0  4071 6.74 6.72 4.28    1
## 6524  1.12   Premium     D     SI2  61.2  59.0  4071 6.70 6.66 4.09    1
## 6525  1.01   Premium     I     SI1  61.8  58.0  4072 6.45 6.37 3.96    1
## 6526  1.01   Premium     G     SI1  60.2  58.0  4072 6.48 6.44 3.89    1
## 6527  1.01 Very Good     F     SI2  63.1  57.0  4072 6.37 6.30 4.00    1
## 6528  1.01   Premium     D     SI2  61.7  59.0  4072 6.41 6.37 3.94    1
## 6529  0.90     Ideal     H     VS2  62.7  57.0  4072 6.13 6.15 3.85    1
## 6530  0.90      Good     H     VS1  60.6  61.0  4072 6.13 6.19 3.73    1
## 6531  1.01   Premium     H     SI2  59.4  59.0  4072 6.56 6.53 3.89    1
## 6532  1.01      Good     H     SI2  63.7  55.0  4072 6.37 6.32 4.04    1
## 6533  1.01      Fair     G     VS2  65.7  54.0  4072 6.32 6.28 4.14    1
## 6534  1.01 Very Good     I     SI1  63.4  62.0  4072 6.25 6.18 3.94    1
## 6535  1.01   Premium     F     SI2  62.0  59.0  4072 6.49 6.43 4.01    1
## 6536  1.01      Good     F     SI2  63.6  59.0  4072 6.38 6.34 4.04    1
## 6537  1.01   Premium     I     SI2  60.5  60.0  4072 6.52 6.50 3.94    1
## 6538  1.01   Premium     I     SI1  58.6  62.0  4072 6.51 6.45 3.80    1
## 6539  0.93   Premium     I     VS2  62.7  61.0  4073 6.24 6.14 3.88    1
## 6540  1.11     Ideal     J     SI2  62.5  57.0  4073 6.64 6.60 4.14    1
## 6541  0.90 Very Good     F     SI1  61.6  58.0  4074 6.12 6.26 3.81    1
## 6542  0.99   Premium     F     SI2  60.6  61.0  4075 6.45 6.38 3.89    1
## 6543  1.07   Premium     I     SI1  58.4  60.0  4075 6.78 6.68 3.93    1
## 6544  1.11 Very Good     I     SI2  63.1  57.0  4075 6.59 6.54 4.14    1
## 6545  1.00     Ideal     E     SI2  62.3  57.0  4077 6.33 6.28 3.93    1
## 6546  0.91     Ideal     E     VS2  62.1  55.0  4077 6.17 6.14 3.82    1
## 6547  0.92   Premium     H     VS2  61.3  58.0  4077 6.21 6.26 3.82    1
## 6548  1.01      Good     F     SI2  56.9  60.0  4077 6.68 6.64 3.79    1
## 6549  1.00      Good     E     SI2  61.5  64.0  4077 6.29 6.22 3.85    1
## 6550  0.90     Ideal     G     SI2  60.6  55.0  4077 6.27 6.33 3.82    1
## 6551  1.00   Premium     E     SI2  60.5  61.0  4077 6.38 6.31 3.84    1
## 6552  1.12   Premium     H     SI2  61.0  59.0  4077 6.72 6.66 4.08    1
## 6553  1.00   Premium     E     SI2  59.1  61.0  4077 6.44 6.39 3.79    1
## 6554  1.00 Very Good     E     SI2  59.5  63.0  4077 6.47 6.41 3.83    1
## 6555  1.00     Ideal     E     SI2  60.7  55.0  4077 6.39 6.33 3.86    1
## 6556  1.12   Premium     H     SI2  61.0  56.0  4077 6.68 6.65 4.07    1
## 6557  1.00   Premium     E     SI2  62.6  56.0  4077 6.43 6.39 4.01    1
## 6558  1.04     Ideal     H     SI2  59.6  56.0  4077 6.64 6.59 3.94    1
## 6559  1.04     Ideal     H     SI2  62.2  56.0  4077 6.51 6.48 4.04    1
## 6560  1.12   Premium     I     SI1  61.3  58.0  4077 6.69 6.68 4.10    1
## 6561  1.00   Premium     E     SI2  62.0  59.0  4077 6.43 6.30 3.95    1
## 6562  1.00   Premium     I     VS1  60.6  58.0  4077 6.47 6.40 3.90    1
## 6563  1.00      Fair     E     SI2  64.6  60.0  4077 6.23 6.18 4.01    1
## 6564  0.90      Good     D     SI2  64.0  59.0  4078 6.04 6.09 3.88    1
## 6565  0.90 Very Good     D     SI2  62.9  56.0  4078 6.09 6.19 3.86    1
## 6566  0.90     Ideal     D     SI2  62.4  56.0  4078 6.16 6.24 3.87    1
## 6567  1.03   Premium     H     SI2  60.7  59.0  4078 6.48 6.54 3.95    1
## 6568  1.03     Ideal     I     SI1  61.3  56.0  4078 6.49 6.53 3.99    1
## 6569  1.03   Premium     H     SI2  62.3  59.0  4078 6.42 6.46 4.01    1
## 6570  1.09 Very Good     I     SI2  63.8  57.0  4078 6.50 6.55 4.16    1
## 6571  1.01     Ideal     H     SI2  60.7  59.0  4078 6.47 6.45 3.92    1
## 6572  1.01     Ideal     H     SI2  61.3  59.0  4078 6.50 6.46 3.97    1
## 6573  0.97     Ideal     E     SI2  62.3  56.0  4078 6.28 6.33 3.93    1
## 6574  1.06   Premium     E     SI1  59.2  60.0  4078 6.64 6.60 3.92    1
## 6575  1.02   Premium     G     SI2  58.1  58.0  4078 6.67 6.58 3.85    1
## 6576  1.19   Premium     G     SI2  62.4  59.0  4078 6.74 6.71 4.20    1
## 6577  1.01      Good     G     SI2  63.5  58.0  4079 6.34 6.39 4.04    1
## 6578  1.01     Ideal     G     SI2  59.5  57.0  4079 6.56 6.59 3.91    1
## 6579  0.90   Premium     G     VS2  60.6  61.0  4079 6.19 6.13 3.73    1
## 6580  1.00 Very Good     I     SI2  60.7  59.0  4080 6.40 6.46 3.90    1
## 6581  0.91 Very Good     G     SI1  63.5  58.0  4081 6.15 6.04 3.87    1
## 6582  0.90 Very Good     G     VS2  63.5  62.0  4081 6.07 6.11 3.87    1
## 6583  1.00 Very Good     F     SI2  62.8  57.0  4081 6.37 6.44 4.02    1
## 6584  1.00      Good     I     VS2  62.6  59.0  4081 6.28 6.33 3.95    1
## 6585  1.00 Very Good     F     SI2  62.9  59.0  4081 6.30 6.39 3.99    1
## 6586  1.00 Very Good     F     SI2  62.6  58.0  4081 6.31 6.37 3.97    1
## 6587  1.00      Good     F     SI2  63.8  58.0  4081 6.28 6.33 4.02    1
## 6588  1.00      Good     F     SI2  62.7  57.0  4081 6.29 6.34 3.96    1
## 6589  0.93 Very Good     F     SI1  58.8  60.0  4081 6.37 6.49 3.78    1
## 6590  0.93   Premium     F     SI1  62.5  58.0  4081 6.19 6.22 3.88    1
## 6591  0.91 Very Good     F     SI2  60.6  56.0  4081 6.27 6.30 3.81    1
## 6592  1.00      Good     H     SI2  63.0  56.0  4081 6.31 6.38 4.00    1
## 6593  0.90 Very Good     H     VS2  63.3  59.0  4082 6.05 6.01 3.82    1
## 6594  1.00 Very Good     F     SI2  60.2  59.0  4082 6.41 6.48 3.88    1
## 6595  0.74     Ideal     E    VVS2  62.2  57.0  4082 5.78 5.83 3.61    1
## 6596  0.72     Ideal     D     VS2  61.8  56.0  4082 5.74 5.78 3.56    1
## 6597  0.72     Ideal     D     VS2  61.0  55.0  4082 5.79 5.81 3.54    1
## 6598  0.90   Premium     H     VS2  61.8  58.0  4082 6.17 6.12 3.80    1
## 6599  0.90   Premium     H     VS2  61.3  59.0  4082 6.24 6.19 3.81    1
## 6600  0.90   Premium     H     VS2  62.7  59.0  4082 6.15 6.10 3.84    1
## 6601  0.90   Premium     H     VS2  62.0  57.0  4082 6.16 6.10 3.80    1
## 6602  0.90   Premium     H     VS2  61.8  56.0  4082 6.25 6.18 3.84    1
## 6603  0.90   Premium     H     VS2  60.7  58.0  4082 6.21 6.17 3.76    1
## 6604  1.35   Premium     J     SI1  62.1  54.0  4082 7.15 7.09 4.42    1
## 6605  1.10 Very Good     I     SI2  62.8  57.0  4083 6.56 6.63 4.14    1
## 6606  1.12   Premium     G     SI2  61.2  58.0  4084 6.67 6.69 4.09    1
## 6607  1.04 Very Good     G     SI2  60.3  62.0  4084 6.50 6.56 3.94    1
## 6608  1.02 Very Good     I     SI2  62.6  56.0  4084 6.41 6.44 4.02    1
## 6609  0.64     Ideal     D    VVS1  61.8  54.0  4084 5.54 5.56 3.43    1
## 6610  1.10      Good     G     SI2  64.2  56.0  4084 6.55 6.51 4.19    1
## 6611  1.11 Very Good     J     SI1  63.3  61.0  4084 6.56 6.49 4.13    1
## 6612  1.28      Good     H     SI2  56.8  62.0  4086 7.22 7.16 4.08    1
## 6613  0.80     Ideal     E     VS1  62.1  56.0  4086 5.92 5.97 3.69    1
## 6614  0.92      Good     D     SI1  63.6  57.0  4086 6.14 6.09 3.89    1
## 6615  1.00      Good     H     SI1  56.8  65.0  4086 6.61 6.49 3.72    1
## 6616  0.81     Ideal     D     VS2  62.1  56.0  4087 6.01 5.98 3.72    1
## 6617  1.00 Very Good     F     SI1  63.2  54.0  4088 6.30 6.23 3.96    1
## 6618  1.00   Premium     H     SI2  58.6  59.0  4088 6.57 6.50 3.83    1
## 6619  0.90     Ideal     G     SI1  62.1  56.0  4088 6.20 6.16 3.84    1
## 6620  1.00   Premium     H     SI2  63.0  61.0  4088 6.35 6.31 3.99    1
## 6621  1.00 Very Good     I     SI1  63.2  56.0  4088 6.37 6.31 4.01    1
## 6622  0.90 Very Good     I     VS2  61.4  58.0  4089 6.22 6.25 3.83    1
## 6623  1.01   Premium     E     SI2  60.8  58.0  4089 6.49 6.46 3.94    1
## 6624  0.85     Ideal     E     SI1  63.0  56.0  4089 6.00 6.04 3.79    1
## 6625  0.92      Good     G     SI1  60.6  60.0  4089 6.29 6.32 3.82    1
## 6626  1.09   Premium     I     SI1  62.0  58.0  4090 6.60 6.56 4.08    1
## 6627  1.09   Premium     I     VS2  59.0  61.0  4090 6.78 6.75 3.98    1
## 6628  0.90     Ideal     E     SI2  62.7  54.0  4091 6.13 6.21 3.87    1
## 6629  1.17   Premium     F     SI2  59.9  59.0  4092 6.82 6.86 4.10    1
## 6630  1.06     Ideal     I     SI2  61.3  56.0  4092 6.55 6.59 4.03    1
## 6631  0.79     Ideal     I    VVS2  61.7  56.0  4092 5.94 5.95 3.67    1
## 6632  1.11     Ideal     J     SI2  61.7  57.0  4092 6.63 6.69 4.11    1
## 6633  0.90 Very Good     E     SI1  63.1  61.0  4092 6.18 6.14 3.89    1
## 6634  0.90   Premium     E     SI1  59.8  58.0  4092 6.26 6.21 3.73    1
## 6635  0.90     Ideal     E     SI1  63.0  56.0  4092 6.15 6.10 3.86    1
## 6636  0.90   Premium     E     SI1  62.7  62.0  4092 6.22 6.10 3.85    1
## 6637  0.90 Very Good     E     SI1  63.1  60.0  4092 6.18 6.14 3.89    1
## 6638  0.90      Good     G     VS2  63.6  59.0  4093 6.04 6.10 3.86    1
## 6639  0.90 Very Good     G     VS2  59.6  61.0  4093 6.20 6.25 3.71    1
## 6640  1.02      Good     H     SI1  57.1  61.0  4093 6.57 6.66 3.78    1
## 6641  0.90     Ideal     I     VS1  61.3  55.0  4093 6.21 6.25 3.82    1
## 6642  1.13   Premium     J     SI2  59.7  59.0  4093 6.85 6.76 4.06    1
## 6643  1.08     Ideal     J     VS2  62.3  56.0  4093 6.60 6.53 4.09    1
## 6644  0.72     Ideal     E    VVS2  62.0  54.9  4094 5.75 5.78 3.57    1
## 6645  1.00   Premium     G     SI2  62.7  59.0  4095 6.30 6.36 3.97    1
## 6646  0.70 Very Good     D     VS1  60.3  58.0  4095 5.76 5.79 3.48    1
## 6647  1.03      Good     F     SI2  57.7  63.0  4095 6.68 6.64 3.84    1
## 6648  1.03     Ideal     E     SI2  62.0  55.0  4095 6.46 6.44 4.00    1
## 6649  0.91     Ideal     H     SI1  61.6  56.0  4096 6.21 6.25 3.84    1
## 6650  1.11   Premium     G     SI1  60.9  59.0  4096 6.69 6.64 4.07    1
## 6651  0.92   Premium     D     SI2  62.4  58.0  4096 6.19 6.18 3.86    1
## 6652  0.92   Premium     D     SI2  62.4  60.0  4096 6.25 6.21 3.89    1
## 6653  1.50   Premium     F      I1  62.6  57.0  4096 7.33 7.21 4.55    1
## 6654  1.06   Premium     I     SI2  60.9  58.0  4096 6.60 6.56 4.01    1
## 6655  0.95 Very Good     J    VVS2  60.5  59.0  4098 6.33 6.36 3.84    1
## 6656  0.94   Premium     E     SI2  62.4  58.0  4098 6.26 6.33 3.93    1
## 6657  1.08   Premium     J     SI1  61.0  60.0  4098 6.57 6.62 4.02    1
## 6658  1.23     Ideal     H      I1  61.8  56.0  4098 6.91 6.85 4.25    1
## 6659  0.90 Very Good     I    VVS1  61.3  59.0  4099 6.17 6.20 3.79    1
## 6660  1.01     Ideal     J     SI2  61.9  55.3  4099 6.43 6.50 4.01    1
## 6661  0.90 Very Good     F     SI1  62.8  59.0  4099 6.10 6.16 3.85    1
## 6662  1.22      Fair     I     SI1  66.2  60.0  4099 6.61 6.56 4.36    1
## 6663  1.20     Ideal     J     VS2  61.6  54.0  4099 6.88 6.82 4.22    1
## 6664  1.03 Very Good     H     SI2  60.9  57.0  4101 6.50 6.58 3.98    1
## 6665  1.11     Ideal     J     SI2  62.6  54.0  4101 6.61 6.64 4.15    1
## 6666  0.90     Ideal     H     SI2  61.8  57.0  4101 6.17 6.19 3.82    1
## 6667  0.90     Ideal     H     SI2  61.8  56.0  4101 6.17 6.20 3.82    1
## 6668  0.90     Ideal     H     SI2  61.9  55.0  4101 6.21 6.19 3.84    1
## 6669  1.03      Good     F     SI2  61.7  63.0  4101 6.46 6.51 4.00    1
## 6670  0.97     Ideal     G     SI2  62.7  57.0  4101 6.31 6.28 3.95    1
## 6671  0.97   Premium     G     SI2  61.3  57.0  4101 6.37 6.32 3.89    1
## 6672  1.11 Very Good     E     SI2  61.6  61.0  4102 6.61 6.66 4.09    1
## 6673  1.11 Very Good     E     SI2  61.7  63.0  4102 6.54 6.65 4.07    1
## 6674  1.20 Very Good     J     SI2  61.8  56.0  4102 6.81 6.85 4.22    1
## 6675  0.31   Premium     G     SI2  60.3  59.0   408 4.35 4.37 2.63    1
## 6676  0.31 Very Good     I     SI1  60.7  60.0   408 4.33 4.37 2.64    1
## 6677  0.31   Premium     I     SI1  62.3  59.0   408 4.29 4.32 2.68    1
## 6678  0.31   Premium     G     SI2  61.3  58.0   408 4.37 4.40 2.69    1
## 6679  0.31     Ideal     G     SI2  61.7  56.0   408 4.34 4.38 2.69    1
## 6680  0.31      Good     I     SI1  63.3  53.0   408 4.30 4.32 2.73    1
## 6681  0.31     Ideal     G     SI2  60.5  57.0   408 4.36 4.40 2.65    1
## 6682  0.31      Good     I     SI1  63.8  55.0   408 4.31 4.34 2.76    1
## 6683  0.31      Good     G     SI2  63.3  54.0   408 4.29 4.34 2.73    1
## 6684  0.32     Ideal     J     VS2  61.5  53.0   409 4.44 4.47 2.74    1
## 6685  0.35      Good     J     SI1  63.3  56.0   409 4.50 4.53 2.86    1
## 6686  0.25 Very Good     E     VS2  59.7  61.0   409 4.08 4.10 2.44    1
## 6687  0.30   Premium     H     SI2  60.2  62.0   410 4.37 4.34 2.62    1
## 6688  0.25 Very Good     D     VS1  62.1  60.0   410 4.03 4.05 2.51    1
## 6689  0.36   Premium     J     SI1  61.6  60.0   410 4.54 4.58 2.81    1
## 6690  0.30     Ideal     J     VS1  62.0  57.0   411 4.28 4.30 2.66    1
## 6691  0.30     Ideal     J     VS1  62.2  57.0   411 4.27 4.28 2.66    1
## 6692  0.23   Premium     D     VS2  58.5  61.0   411 4.06 3.98 2.35    1
## 6693  0.24 Very Good     E     VS1  62.5  55.0   412 3.96 3.98 2.48    1
## 6694  0.27     Ideal     I    VVS2  62.0  54.5   412 4.15 4.19 2.58    1
## 6695  0.31      Good     J     VS1  61.9  61.0   412 4.29 4.34 2.67    1
## 6696  0.27 Very Good     E     VS1  60.6  59.0   413 4.19 4.22 2.55    1
## 6697  0.27 Very Good     D     VS1  62.2  58.0   413 4.14 4.15 2.58    1
## 6698  0.30 Very Good     G     SI1  60.1  58.0   413 4.31 4.34 2.60    1
## 6699  0.30 Very Good     D     SI2  62.3  58.0   413 4.26 4.28 2.66    1
## 6700  0.30     Ideal     J    VVS2  62.0  54.0   413 4.30 4.34 2.68    1
## 6701  0.32     Ideal     J     VS2  62.3  55.3   413 4.36 4.37 2.72    1
## 6702  0.34     Ideal     J     VS1  61.9  55.0   413 4.50 4.54 2.80    1
## 6703  0.33     Ideal     F     SI2  61.4  57.0   413 4.44 4.48 2.74    1
## 6704  0.30     Ideal     D     SI2  61.1  58.0   413 4.31 4.33 2.64    1
## 6705  0.23 Very Good     D     VS2  60.2  57.0   577 4.02 4.07 2.43    1
## 6706  0.30     Ideal     H    VVS2  61.0  55.0   577 4.33 4.34 2.65    1
## 6707  0.31     Ideal     G     VS2  62.1  55.0   577 4.35 4.38 2.71    1
## 6708  0.27     Ideal     F     VS2  60.9  57.0   577 4.17 4.20 2.55    1
## 6709  0.27     Ideal     F     VS2  60.3  56.0   577 4.24 4.27 2.56    1
## 6710  0.27     Ideal     E     VS2  61.0  55.0   577 4.18 4.20 2.56    1
## 6711  0.27     Ideal     F     VS1  61.7  57.0   577 4.15 4.18 2.57    1
## 6712  0.27     Ideal     E     VS1  60.5  56.0   577 4.21 4.22 2.55    1
## 6713  0.25     Ideal     H    VVS1  62.5  56.0   577 4.06 4.03 2.53    1
## 6714  0.25   Premium     H    VVS1  59.8  59.0   577 4.09 4.07 2.44    1
## 6715  0.25   Premium     H    VVS1  60.1  62.0   577 4.11 4.08 2.46    1
## 6716  0.25   Premium     H    VVS1  62.7  60.0   577 4.03 3.98 2.51    1
## 6717  0.33   Premium     F     VS2  60.0  60.0   577 4.45 4.49 2.68    1
## 6718  0.31 Very Good     H    VVS2  62.6  56.0   578 4.33 4.36 2.72    1
## 6719  0.31 Very Good     H    VVS2  61.2  55.0   578 4.41 4.44 2.70    1
## 6720  0.26     Ideal     I     VS1  61.6  54.0   578 4.08 4.12 2.53    1
## 6721  0.30 Very Good     E     VS1  61.5  57.0   578 4.28 4.31 2.64    1
## 6722  0.40 Very Good     F     SI2  62.6  53.0   579 4.70 4.75 2.96    1
## 6723  0.40 Very Good     F     SI2  62.1  57.0   579 4.70 4.74 2.93    1
## 6724  0.36     Ideal     G     VS2  62.3  54.0   579 4.59 4.62 2.87    1
## 6725  0.31      Fair     E     SI1  56.9  66.0   579 4.53 4.47 2.56    1
## 6726  0.33   Premium     E     SI1  60.4  59.0   579 4.43 4.47 2.69    1
## 6727  0.33     Ideal     G     VS2  62.2  56.0   579 4.43 4.44 2.76    1
## 6728  0.33 Very Good     G     VS2  60.6  61.0   579 4.46 4.49 2.71    1
## 6729  0.33      Good     E     SI1  63.4  55.0   579 4.37 4.40 2.78    1
## 6730  0.33 Very Good     E     SI1  60.2  58.0   579 4.49 4.55 2.72    1
## 6731  0.33      Good     E     SI1  63.8  55.0   579 4.36 4.38 2.79    1
## 6732  0.33 Very Good     E     SI1  60.3  60.0   579 4.47 4.49 2.70    1
## 6733  0.33   Premium     G     VS2  61.3  59.0   579 4.44 4.46 2.73    1
## 6734  0.33     Ideal     H     VS1  61.5  56.0   579 4.44 4.47 2.74    1
## 6735  1.00      Good     F     SI2  65.7  62.0  4102 6.15 6.21 4.06    1
## 6736  1.01      Fair     G     SI1  66.9  56.0  4102 6.15 6.22 4.14    1
## 6737  1.09   Premium     E     SI2  60.1  62.0  4102 6.72 6.60 4.00    1
## 6738  1.02   Premium     H     SI1  61.8  56.0  4102 6.47 6.42 3.98    1
## 6739  0.90     Ideal     F     SI1  62.3  56.0  4103 6.17 6.13 3.83    1
## 6740  0.90   Premium     F     SI1  62.6  60.0  4103 6.11 6.06 3.81    1
## 6741  1.06     Ideal     I     SI2  61.9  59.0  4103 6.47 6.52 4.02    1
## 6742  0.90 Very Good     F     SI1  63.1  56.0  4103 6.17 6.12 3.88    1
## 6743  0.91 Very Good     G     VS2  64.0  56.6  4105 6.09 6.15 3.92    1
## 6744  1.07   Premium     J     SI2  62.4  58.0  4105 6.54 6.47 4.06    1
## 6745  1.20     Ideal     J     VS2  62.2  54.0  4106 6.84 6.80 4.24    1
## 6746  0.90   Premium     E     SI1  61.1  58.0  4106 6.22 6.26 3.81    1
## 6747  1.01      Good     E     SI1  64.3  59.0  4106 6.28 6.31 4.05    1
## 6748  0.94   Premium     G     SI1  61.9  57.0  4106 6.29 6.24 3.88    1
## 6749  1.01      Fair     E     SI1  65.6  59.0  4106 6.22 6.18 4.07    1
## 6750  1.30 Very Good     J     VS2  63.3  57.0  4106 6.98 6.96 4.41    1
## 6751  1.00 Very Good     I     SI2  62.6  57.0  4107 6.37 6.40 4.00    1
## 6752  0.91      Fair     D     VS2  65.7  56.0  4107 6.10 6.05 3.99    1
## 6753  0.91      Fair     D     VS2  65.7  58.0  4107 6.04 5.99 3.95    1
## 6754  0.91     Ideal     F     SI1  60.2  57.0  4108 6.29 6.34 3.80    1
## 6755  0.91 Very Good     F     SI1  62.2  57.0  4108 6.19 6.25 3.87    1
## 6756  0.87     Ideal     D     SI1  62.6  56.0  4108 6.17 6.08 3.84    1
## 6757  0.90      Good     G     VS1  65.8  59.0  4108 6.00 6.04 3.96    1
## 6758  0.91     Ideal     H     VS1  62.9  55.0  4109 6.23 6.13 3.89    1
## 6759  0.93 Very Good     G     SI1  61.5  57.0  4111 6.23 6.33 3.86    1
## 6760  0.81     Ideal     H      IF  61.6  58.0  4111 5.98 6.01 3.69    1
## 6761  1.05 Very Good     H     SI2  63.8  58.0  4112 6.38 6.45 4.09    1
## 6762  1.02   Premium     H     SI2  60.9  58.0  4113 6.53 6.41 3.94    1
## 6763  0.91      Good     D     SI1  63.1  61.0  4113 6.10 6.16 3.87    1
## 6764  1.09 Very Good     F     SI2  58.5  59.0  4113 6.75 6.80 3.96    1
## 6765  0.93 Very Good     E     SI2  62.5  58.0  4113 6.21 6.24 3.89    1
## 6766  1.00      Good     G     SI2  57.6  62.0  4113 6.62 6.55 3.79    1
## 6767  0.82     Ideal     D     SI1  61.9  56.0  4113 5.99 6.02 3.72    1
## 6768  1.13      Fair     H     SI2  64.4  58.0  4113 6.59 6.51 4.22    1
## 6769  1.02   Premium     H     SI2  61.1  61.0  4113 6.51 6.48 3.97    1
## 6770  1.13   Premium     I     SI1  61.7  58.0  4113 6.66 6.62 4.10    1
## 6771  1.02   Premium     I     SI1  61.7  58.0  4113 6.48 6.45 3.99    1
## 6772  1.20   Premium     J     SI1  62.8  58.0  4113 6.77 6.70 4.23    1
## 6773  0.96   Premium     E     SI2  62.6  60.0  4113 6.32 6.26 3.94    1
## 6774  1.02     Ideal     I     SI2  60.6  56.0  4113 6.57 6.53 3.97    1
## 6775  0.70 Very Good     E    VVS1  61.9  58.0  4114 5.60 5.67 3.49    1
## 6776  0.70     Ideal     F    VVS2  61.7  55.0  4114 5.70 5.74 3.53    1
## 6777  0.70     Ideal     F    VVS2  61.2  56.0  4114 5.73 5.78 3.52    1
## 6778  0.90      Good     I    VVS1  63.6  58.0  4114 6.14 6.10 3.89    1
## 6779  0.90   Premium     D     SI2  59.2  60.0  4114 6.34 6.30 3.74    1
## 6780  0.91      Fair     H    VVS1  56.5  67.0  4115 6.38 6.40 3.61    1
## 6781  0.90 Very Good     G     VS1  61.5  56.0  4116 6.15 6.20 3.80    1
## 6782  1.01      Good     H     SI1  64.0  58.0  4116 6.31 6.37 4.06    1
## 6783  1.01      Good     H     SI1  63.4  58.0  4116 6.37 6.41 4.05    1
## 6784  0.73 Very Good     D     VS1  61.1  59.0  4116 5.79 5.86 3.56    1
## 6785  0.98     Ideal     G     SI2  62.9  57.0  4116 6.33 6.29 3.97    1
## 6786  0.92      Good     H     VS1  62.3  63.0  4116 6.18 6.30 3.88    1
## 6787  1.05   Premium     H     SI2  61.4  58.0  4116 6.58 6.54 4.03    1
## 6788  1.05   Premium     G     SI2  61.7  56.0  4116 6.57 6.53 4.04    1
## 6789  1.05   Premium     J     VS1  60.0  60.0  4116 6.46 6.43 4.00    1
## 6790  1.05     Ideal     J     VS1  62.8  57.0  4116 6.45 6.41 4.04    1
## 6791  1.00   Premium     E     SI2  62.6  60.0  4116 6.35 6.33 3.97    1
## 6792  0.90      Good     D     SI1  64.4  60.0  4117 5.95 6.00 3.85    1
## 6793  0.80 Very Good     E     VS1  60.7  60.0  4118 6.00 6.09 3.67    1
## 6794  1.02     Ideal     I     SI2  61.8  57.0  4118 6.44 6.46 3.99    1
## 6795  1.01     Ideal     E     SI2  63.0  56.0  4118 6.34 6.30 3.98    1
## 6796  1.01   Premium     E     SI2  60.6  58.0  4118 6.53 6.47 3.94    1
## 6797  1.01      Fair     E     SI2  55.2  65.0  4118 6.78 6.67 3.71    1
## 6798  1.01 Very Good     E     SI2  63.1  61.0  4118 6.34 6.27 3.98    1
## 6799  1.01      Fair     E     SI2  64.7  55.0  4118 6.37 6.30 4.10    1
## 6800  1.01      Fair     D     SI1  66.3  55.0  4118 6.22 6.17 4.11    1
## 6801  1.01      Good     E     SI2  63.7  55.0  4118 6.38 6.31 4.05    1
## 6802  1.01   Premium     G     SI1  63.0  60.0  4118 6.34 6.30 3.98    1
## 6803  1.01     Ideal     I     VS1  62.9  56.0  4118 6.43 6.38 4.03    1
## 6804  1.01   Premium     G     SI1  60.0  59.0  4118 6.51 6.47 3.89    1
## 6805  1.07   Premium     H     SI2  62.2  59.0  4119 6.47 6.53 4.04    1
## 6806  0.90      Good     F     SI1  62.5  59.0  4119 6.10 6.13 3.82    1
## 6807  0.90 Very Good     F     SI1  62.7  59.0  4119 6.12 6.16 3.85    1
## 6808  1.01 Very Good     F     SI2  62.8  58.0  4119 6.31 6.36 3.98    1
## 6809  1.01     Ideal     H     SI2  62.8  56.0  4119 6.38 6.45 4.03    1
## 6810  1.01      Good     F     SI2  58.2  63.0  4119 6.51 6.55 3.80    1
## 6811  1.01 Very Good     J     VS2  59.3  59.0  4120 6.50 6.58 3.88    1
## 6812  1.11   Premium     I     SI2  61.5  58.0  4120 6.61 6.65 4.08    1
## 6813  1.06     Ideal     H     SI1  62.7  57.0  4120 6.48 6.53 4.08    1
## 6814  1.11   Premium     I     SI2  61.8  58.0  4120 6.61 6.66 4.10    1
## 6815  0.90      Good     D     SI1  63.8  58.0  4120 6.13 6.09 3.90    1
## 6816  1.09   Premium     I     SI2  61.3  55.0  4120 6.66 6.62 4.07    1
## 6817  1.01 Very Good     F     SI2  62.7  56.0  4121 6.35 6.40 4.00    1
## 6818  1.01      Good     I     VS2  62.8  59.0  4121 6.34 6.40 4.00    1
## 6819  1.01 Very Good     F     SI2  62.2  58.0  4121 6.36 6.40 3.97    1
## 6820  1.01      Good     F     SI2  63.6  59.0  4121 6.34 6.37 4.04    1
## 6821  1.01 Very Good     F     SI2  61.0  60.0  4121 6.44 6.48 3.94    1
## 6822  1.01   Premium     F     SI2  60.6  60.0  4121 6.46 6.50 3.93    1
## 6823  0.91   Premium     D     SI2  62.2  59.0  4123 6.19 6.23 3.86    1
## 6824  0.91 Very Good     D     SI2  61.5  56.0  4123 6.22 6.27 3.84    1
## 6825  0.91   Premium     D     SI2  61.1  60.0  4123 6.24 6.29 3.83    1
## 6826  1.13      Fair     J     SI1  64.9  55.0  4123 6.49 6.56 4.24    1
## 6827  1.04   Premium     D     SI2  60.9  57.0  4123 6.54 6.49 3.97    1
## 6828  0.90 Very Good     F     VS2  62.7  62.0  4124 6.11 6.17 3.85    1
## 6829  0.71     Ideal     E    VVS2  62.0  57.0  4124 5.70 5.72 3.54    1
## 6830  0.90      Good     G     VS2  64.9  61.0  4124 5.91 5.99 3.86    1
## 6831  1.08   Premium     G     SI2  63.0  54.0  4124 6.58 6.54 4.13    1
## 6832  1.14     Ideal     F      I1  61.3  56.0  4124 6.76 6.74 4.13    1
## 6833  1.00      Good     H     SI2  62.7  58.0  4125 6.31 6.33 3.96    1
## 6834  1.00 Very Good     E     SI2  62.8  59.0  4125 6.30 6.34 3.97    1
## 6835  1.00     Ideal     I     SI1  59.8  57.0  4125 6.44 6.50 3.87    1
## 6836  1.00 Very Good     I     SI1  63.0  58.0  4125 6.30 6.33 3.98    1
## 6837  1.04 Very Good     G     SI2  62.7  57.0  4125 6.40 6.46 4.03    1
## 6838  0.80     Ideal     E     SI1  61.9  55.0  4125 5.94 5.98 3.69    1
## 6839  0.91      Good     G     VS2  59.9  61.0  4125 6.20 6.33 3.75    1
## 6840  0.90      Fair     E     VS2  64.5  61.0  4125 6.07 6.03 3.90    1
## 6841  0.80 Very Good     F    VVS2  62.7  58.0  4126 5.88 5.92 3.70    1
## 6842  0.90 Very Good     I     VS1  62.6  59.0  4126 6.11 6.15 3.84    1
## 6843  0.80     Ideal     E     VS2  62.2  55.0  4126 5.95 5.98 3.71    1
## 6844  1.05     Ideal     J     SI2  62.3  54.0  4126 6.52 6.55 4.07    1
## 6845  1.07   Premium     I     SI1  61.2  58.0  4126 6.62 6.55 4.03    1
## 6846  0.81     Ideal     G    VVS2  61.7  55.1  4127 5.97 6.04 3.71    1
## 6847  0.74     Ideal     F    VVS1  60.8  60.0  4127 5.82 5.86 3.55    1
## 6848  0.89     Ideal     F     SI1  62.1  55.0  4127 6.15 6.18 3.83    1
## 6849  1.01      Fair     F     SI2  58.2  61.0  4127 6.48 6.52 3.78    1
## 6850  0.90     Ideal     D     VS2  61.5  56.0  4128 6.25 6.20 3.83    1
## 6851  0.91   Premium     H     VS2  62.8  58.0  4128 6.17 6.15 3.87    1
## 6852  0.91   Premium     H     VS2  61.9  59.0  4128 6.23 6.18 3.84    1
## 6853  0.91   Premium     H     VS2  61.0  59.0  4128 6.32 6.27 3.84    1
## 6854  1.07     Ideal     F     SI2  61.2  57.0  4128 6.62 6.59 4.04    1
## 6855  0.91   Premium     H     VS2  59.9  62.0  4128 6.33 6.26 3.77    1
## 6856  1.01     Ideal     G     SI1  61.5  56.0  4129 6.52 6.46 3.99    1
## 6857  0.90 Very Good     H     VS2  63.7  61.0  4129 6.04 6.07 3.86    1
## 6858  1.01     Ideal     H     SI2  61.7  56.0  4129 6.47 6.43 3.98    1
## 6859  1.01 Very Good     I     VS1  63.1  56.0  4129 6.42 6.36 4.03    1
## 6860  1.01      Good     J     VS1  60.4  64.0  4129 6.48 6.44 3.90    1
## 6861  1.01      Fair     H     SI2  64.9  56.0  4129 6.33 6.25 4.08    1
## 6862  1.01   Premium     I     SI1  59.9  59.0  4129 6.46 6.42 3.86    1
## 6863  0.90 Very Good     D     SI1  60.1  58.0  4130 6.27 6.30 3.78    1
## 6864  0.82     Ideal     G    VVS2  62.1  56.0  4130 5.97 6.01 3.72    1
## 6865  1.08     Ideal     I     SI2  62.3  57.0  4130 6.56 6.61 4.10    1
## 6866  1.16      Good     F     SI2  60.8  65.0  4131 6.78 6.75 4.11    1
## 6867  1.01     Ideal     H     SI2  60.1  60.0  4131 6.54 6.50 3.92    1
## 6868  1.09     Ideal     J     VS2  61.3  57.0  4131 6.63 6.61 4.06    1
## 6869  1.20   Premium     I     VS2  61.3  60.0  4131 6.79 6.75 4.15    1
## 6870  1.06 Very Good     I     SI2  62.8  56.0  4132 6.47 6.55 4.09    1
## 6871  0.91     Ideal     E     SI1  61.0  58.0  4132 6.23 6.29 3.82    1
## 6872  1.22   Premium     J     SI2  62.2  60.0  4132 6.89 6.77 4.25    1
## 6873  0.90   Premium     D     SI2  61.2  62.0  4133 6.22 6.07 3.76    1
## 6874  1.23   Premium     I     SI1  60.3  60.0  4133 6.95 6.88 4.17    1
## 6875  1.01 Very Good     J     SI1  63.3  55.0  4133 6.34 6.32 4.01    1
## 6876  1.00     Ideal     I     SI1  61.6  59.0  4133 6.34 6.42 3.93    1
## 6877  1.10      Good     I     SI1  63.1  61.0  4133 6.49 6.56 4.12    1
## 6878  0.90     Ideal     G     VS2  62.7  56.0  4133 6.25 6.15 3.89    1
## 6879  0.90   Premium     E     SI2  61.7  57.0  4133 6.23 6.21 3.84    1
## 6880  0.90     Ideal     H     VS2  61.9  55.0  4133 6.22 6.19 3.84    1
## 6881  0.90 Very Good     E     VS2  61.1  63.0  4134 6.17 6.20 3.78    1
## 6882  1.11   Premium     F     SI2  62.5  59.0  4134 6.59 6.53 4.10    1
## 6883  0.73     Ideal     D     VS2  60.7  57.0  4134 5.84 5.88 3.55    1
## 6884  0.73     Ideal     D     VS2  61.6  56.0  4134 5.76 5.80 3.56    1
## 6885  0.90 Very Good     G     VS2  63.4  59.0  4135 6.08 6.13 3.87    1
## 6886  0.82 Very Good     E     VS2  62.8  59.0  4135 5.92 5.93 3.72    1
## 6887  0.82     Ideal     D     SI1  61.6  57.0  4135 6.02 6.06 3.72    1
## 6888  0.82     Ideal     D     SI1  62.2  55.0  4135 5.97 5.99 3.72    1
## 6889  0.90      Good     G     VS2  64.4  62.0  4135 5.97 6.02 3.86    1
## 6890  1.04     Ideal     I     SI1  63.0  56.0  4135 6.49 6.39 4.06    1
## 6891  1.01      Good     G     SI2  63.7  59.0  4135 6.38 6.31 4.04    1
## 6892  0.90 Very Good     H     VS1  61.5  59.0  4136 6.13 6.19 3.79    1
## 6893  0.90 Very Good     H     VS1  61.8  56.0  4136 6.16 6.18 3.81    1
## 6894  0.96 Very Good     H     VS2  61.2  57.0  4136 6.34 6.38 3.89    1
## 6895  0.90 Very Good     H     VS1  62.7  57.0  4136 6.14 6.18 3.86    1
## 6896  0.90 Very Good     H     VS1  63.0  59.0  4136 6.10 6.13 3.85    1
## 6897  0.96 Very Good     G     SI1  62.0  59.0  4136 6.26 6.32 3.90    1
## 6898  1.02 Very Good     J     SI1  61.4  58.0  4137 6.47 6.50 3.98    1
## 6899  0.90   Premium     G     VS2  62.4  61.0  4137 6.17 6.13 3.84    1
## 6900  0.90   Premium     G     VS2  60.8  56.0  4137 6.19 6.14 3.75    1
## 6901  0.90   Premium     G     VS2  62.0  60.0  4137 6.19 6.14 3.82    1
## 6902  0.90   Premium     G     VS2  62.8  58.0  4137 6.14 6.09 3.84    1
## 6903  1.01   Premium     F     SI2  62.8  57.0  4137 6.31 6.24 3.94    1
## 6904  1.00      Good     H     SI1  56.8  65.0  4138 6.61 6.49 3.72    1
## 6905  0.91   Premium     E     SI1  60.5  61.0  4138 6.23 6.19 3.76    1
## 6906  0.91   Premium     E     SI1  62.4  57.0  4138 6.23 6.11 3.85    1
## 6907  0.91   Premium     E     SI1  61.9  61.0  4138 6.12 6.10 3.78    1
## 6908  1.01   Premium     G     SI1  62.3  59.0  4138 6.37 6.34 3.96    1
## 6909  0.91 Very Good     E     SI1  63.5  57.0  4138 6.11 6.07 3.87    1
## 6910  0.91   Premium     E     SI1  62.6  58.0  4138 6.17 6.14 3.85    1
## 6911  1.01      Good     G     SI1  64.2  56.0  4138 6.38 6.26 4.05    1
## 6912  1.05   Premium     E     SI2  61.5  59.0  4139 6.52 6.58 4.03    1
## 6913  1.12     Ideal     D      I1  60.6  55.0  4139 6.73 6.76 4.09    1
## 6914  0.97 Very Good     G     SI1  60.2  61.0  4140 6.40 6.46 3.87    1
## 6915  1.01      Good     F     SI2  64.9  60.0  4140 6.20 6.25 4.04    1
## 6916  1.01      Good     F     SI2  58.2  61.0  4140 6.47 6.53 3.78    1
## 6917  1.10 Very Good     E     SI2  63.3  56.0  4140 6.58 6.53 4.15    1
## 6918  1.32      Fair     H      I1  65.8  55.0  4140 6.87 6.83 4.51    1
## 6919  0.80     Ideal     F    VVS2  61.6  57.0  4140 5.97 5.94 3.67    1
## 6920  1.12     Ideal     F     SI2  61.8  55.0  4140 6.69 6.66 4.13    1
## 6921  0.93   Premium     D     SI2  62.6  57.0  4140 6.26 6.20 3.90    1
## 6922  0.93   Premium     D     SI2  60.6  59.0  4140 6.34 6.30 3.83    1
## 6923  1.50   Premium     G      I1  60.4  55.0  4140 7.40 7.32 4.45    1
## 6924  1.00      Fair     E     SI1  66.3  62.0  4140 6.27 6.06 4.09    1
## 6925  1.50      Good     G      I1  63.7  57.0  4140 7.28 7.21 4.62    1
## 6926  1.04   Premium     I     SI2  61.3  59.0  4141 6.50 6.46 3.97    1
## 6927  0.82 Very Good     F    VVS2  63.1  59.0  4141 5.91 5.97 3.75    1
## 6928  0.91 Very Good     F     SI1  62.0  59.0  4141 6.20 6.22 3.85    1
## 6929  0.95   Premium     E     SI2  60.7  59.0  4142 6.30 6.36 3.84    1
## 6930  1.00 Very Good     G     SI2  62.4  60.0  4142 6.31 6.36 3.95    1
## 6931  0.96 Very Good     F     SI2  60.9  57.0  4142 6.38 6.42 3.90    1
## 6932  0.73     Ideal     G      IF  62.3  56.0  4142 5.72 5.78 3.58    1
## 6933  0.91 Very Good     H    VVS2  63.6  56.0  4143 6.11 6.13 3.89    1
## 6934  1.00   Premium     F     SI1  59.0  59.0  4144 6.55 6.50 3.85    1
## 6935  1.00   Premium     J     VS1  62.8  57.0  4144 6.39 6.35 4.00    1
## 6936  1.00     Ideal     J     VS1  62.3  56.0  4144 6.43 6.38 3.99    1
## 6937  0.90 Very Good     E     SI1  62.0  62.0  4144 6.11 6.21 3.82    1
## 6938  0.93 Very Good     G     SI1  62.3  58.0  4144 6.20 6.29 3.90    1
## 6939  1.00   Premium     H     SI1  61.7  59.0  4144 6.41 6.36 3.94    1
## 6940  1.00   Premium     F     SI2  61.5  59.0  4144 6.47 6.44 3.97    1
## 6941  1.41      Fair     H      I1  64.7  58.0  4145 7.05 7.00 4.55    1
## 6942  1.05   Premium     J     VS2  61.1  58.0  4145 6.56 6.51 3.99    1
## 6943  0.80     Ideal     G    VVS2  62.6  54.0  4146 5.90 5.97 3.71    1
## 6944  1.21      Fair     J     SI1  65.0  59.0  4147 6.64 6.57 4.29    1
## 6945  1.21      Fair     J     SI1  65.3  60.0  4147 6.60 6.51 4.28    1
## 6946  0.90     Ideal     E     SI1  61.7  56.0  4147 6.16 6.23 3.82    1
## 6947  0.90      Good     E     SI1  60.4  58.0  4147 6.12 6.24 3.73    1
## 6948  1.00 Very Good     I     SI1  63.1  58.0  4149 6.30 6.35 3.99    1
## 6949  1.01      Good     H     SI2  64.8  58.0  4149 6.24 6.29 4.06    1
## 6950  1.01      Good     E     SI2  63.3  58.0  4149 6.29 6.35 4.00    1
## 6951  1.14     Ideal     H     SI2  62.6  57.0  4150 6.71 6.65 4.18    1
## 6952  0.92   Premium     D     SI2  62.5  55.0  4150 6.21 6.18 3.87    1
## 6953  0.91      Good     G     VS1  64.1  59.0  4150 6.10 6.13 3.92    1
## 6954  1.01      Good     G     SI2  62.4  60.0  4150 6.32 6.38 3.96    1
## 6955  1.00      Fair     H     SI1  56.3  63.0  4150 6.63 6.61 3.73    1
## 6956  0.95   Premium     G     SI1  62.6  58.0  4150 6.26 6.21 3.90    1
## 6957  0.76     Ideal     D    VVS2  62.3  57.0  4150 5.87 5.84 3.65    1
## 6958  1.00   Premium     H     SI1  61.8  59.0  4150 6.40 6.35 3.94    1
## 6959  0.76   Premium     F      IF  60.6  60.0  4150 5.89 5.85 3.56    1
## 6960  1.02   Premium     F     SI2  62.7  59.0  4151 6.38 6.45 4.02    1
## 6961  0.90 Very Good     E     SI1  63.1  58.0  4151 6.12 6.02 3.83    1
## 6962  0.90   Premium     G     VS2  61.1  58.0  4152 6.22 6.25 3.81    1
## 6963  1.08 Very Good     J     SI2  62.5  60.0  4152 6.51 6.57 4.09    1
## 6964  1.18     Ideal     E      I1  61.6  56.0  4153 6.79 6.82 4.19    1
## 6965  1.01 Very Good     J     SI1  61.3  57.0  4153 6.45 6.50 3.97    1
## 6966  1.03   Premium     H     SI2  62.3  59.0  4153 6.46 6.42 4.01    1
## 6967  1.03   Premium     J     SI1  61.7  54.0  4153 6.56 6.50 4.03    1
## 6968  1.01   Premium     G     SI2  60.1  59.0  4154 6.45 6.39 3.86    1
## 6969  1.09      Good     F     SI1  61.0  64.0  4154 6.58 6.63 4.03    1
## 6970  1.01 Very Good     G     SI2  63.5  58.0  4154 6.39 6.34 4.04    1
## 6971  0.92   Premium     H     VS1  61.0  62.0  4155 6.32 6.26 3.84    1
## 6972  0.90 Very Good     H     VS2  62.0  57.0  4155 6.10 6.16 3.80    1
## 6973  0.90   Premium     H     VS2  61.8  58.0  4155 6.12 6.17 3.80    1
## 6974  0.90   Premium     H     VS2  61.3  59.0  4155 6.19 6.24 3.81    1
## 6975  0.90 Very Good     H     VS2  61.8  56.0  4155 6.18 6.25 3.84    1
## 6976  0.90 Very Good     H     VS2  62.7  59.0  4155 6.10 6.15 3.84    1
## 6977  1.02 Very Good     I     SI2  63.2  60.0  4155 6.37 6.41 4.04    1
## 6978  1.00      Good     F     SI2  57.3  61.0  4155 6.64 6.59 3.79    1
## 6979  1.06   Premium     F     SI1  61.9  59.0  4155 6.57 6.52 4.05    1
## 6980  1.00   Premium     I     VS2  62.6  59.0  4155 6.33 6.28 3.95    1
## 6981  1.00      Good     F     SI2  63.8  58.0  4155 6.33 6.28 4.02    1
## 6982  1.00     Ideal     F     SI2  62.7  57.0  4155 6.34 6.29 3.96    1
## 6983  1.00   Premium     F     SI2  62.9  59.0  4155 6.39 6.30 3.99    1
## 6984  1.00   Premium     F     SI2  62.6  58.0  4155 6.37 6.31 3.97    1
## 6985  1.00   Premium     F     SI2  62.8  57.0  4155 6.44 6.37 4.02    1
## 6986  1.00      Good     I     VS2  59.7  64.0  4155 6.51 6.45 3.87    1
## 6987  1.00      Good     D     SI1  57.6  62.0  4155 6.62 6.50 3.78    1
## 6988  1.06   Premium     D     SI2  60.9  60.0  4155 6.55 6.52 3.98    1
## 6989  1.00   Premium     F     SI2  62.4  61.0  4155 6.34 6.32 3.95    1
## 6990  1.00   Premium     F     SI2  59.4  62.0  4155 6.40 6.37 3.79    1
## 6991  1.06   Premium     I     SI1  62.9  60.0  4155 6.47 6.43 4.06    1
## 6992  0.90      Good     H     VS2  61.5  61.0  4156 6.15 6.24 3.81    1
## 6993  0.90 Very Good     H     VS2  62.2  58.0  4157 6.11 6.18 3.82    1
## 6994  0.74     Ideal     F    VVS2  61.7  57.0  4157 5.79 5.84 3.59    1
## 6995  0.90     Ideal     I     VS2  62.0  53.0  4157 6.17 6.23 3.85    1
## 6996  1.10     Ideal     J     SI2  60.9  56.0  4157 6.68 6.72 4.08    1
## 6997  1.16   Premium     H     SI2  58.8  61.0  4157 6.93 6.84 4.05    1
## 6998  0.90   Premium     F     SI1  61.2  59.0  4158 6.19 6.16 3.78    1
## 6999  0.90 Very Good     F     SI1  63.2  56.0  4158 6.16 6.09 3.87    1
## 7000  0.92      Good     D     SI1  63.6  57.0  4158 6.09 6.14 3.89    1
## 7001  0.92      Good     D     SI1  63.1  58.0  4158 6.11 6.16 3.87    1
## 7002  1.00      Good     F     SI1  63.7  58.0  4158 6.29 6.34 4.02    1
## 7003  1.05 Very Good     H     SI2  63.0  59.0  4158 6.44 6.48 4.07    1
## 7004  1.10     Ideal     I     SI2  62.8  57.0  4158 6.63 6.56 4.14    1
## 7005  1.12   Premium     G     SI2  61.2  58.0  4158 6.69 6.67 4.09    1
## 7006  1.04   Premium     G     SI2  60.3  62.0  4158 6.56 6.50 3.94    1
## 7007  1.36      Fair     J     SI2  67.8  55.0  4158 6.73 6.66 4.54    1
## 7008  1.12      Good     G     SI2  56.7  62.0  4158 6.91 6.86 3.90    1
## 7009  0.90   Premium     E     SI1  62.9  58.0  4158 6.16 6.11 3.86    1
## 7010  0.90   Premium     F     SI1  63.0  60.0  4158 6.13 6.09 3.85    1
## 7011  0.90   Premium     F     SI1  59.9  59.0  4158 6.29 6.26 3.76    1
## 7012  1.12     Ideal     G     SI2  62.8  54.0  4158 6.70 6.64 4.19    1
## 7013  0.83     Ideal     D     SI1  61.9  56.0  4159 6.01 6.04 3.73    1
## 7014  1.02      Good     G     SI2  59.9  58.0  4159 6.48 6.55 3.90    1
## 7015  0.94   Premium     G     SI1  61.3  61.0  4159 6.33 6.27 3.86    1
## 7016  1.03   Premium     G     SI2  59.3  58.0  4160 6.58 6.63 3.92    1
## 7017  0.91     Ideal     E     SI2  61.8  56.0  4160 6.19 6.27 3.85    1
## 7018  1.32   Premium     J     SI2  61.2  59.0  4160 7.08 7.04 4.32    1
## 7019  0.90 Very Good     I    VVS1  63.5  58.0  4161 6.06 6.09 3.86    1
## 7020  0.90     Ideal     G     SI1  62.1  56.0  4161 6.16 6.20 3.84    1
## 7021  0.90     Ideal     G     SI1  61.9  55.0  4161 6.18 6.23 3.84    1
## 7022  0.59     Ideal     D      IF  60.7  58.0  4161 5.45 5.49 3.32    1
## 7023  1.02 Very Good     F     SI2  63.0  58.0  4162 6.38 6.44 4.04    1
## 7024  1.02 Very Good     F     SI2  60.4  60.0  4162 6.49 6.53 3.93    1
## 7025  1.02     Ideal     F     SI2  62.1  56.0  4162 6.41 6.44 3.99    1
## 7026  1.02 Very Good     F     SI2  59.9  62.0  4162 6.50 6.53 3.90    1
## 7027  1.06 Very Good     G     SI2  61.1  62.0  4162 6.55 6.61 4.02    1
## 7028  1.02 Very Good     F     SI2  62.0  59.0  4162 6.33 6.42 3.95    1
## 7029  1.02 Very Good     F     SI2  60.2  61.0  4162 6.48 6.52 3.91    1
## 7030  1.02      Good     F     SI2  63.8  53.0  4162 6.37 6.46 4.09    1
## 7031  1.02   Premium     F     SI2  59.9  59.0  4162 6.56 6.59 3.94    1
## 7032  1.03     Ideal     I     SI2  62.3  59.0  4162 6.39 6.45 4.00    1
## 7033  0.93 Very Good     G     SI2  62.9  56.0  4163 6.20 6.23 3.91    1
## 7034  1.00      Fair     G     SI1  63.1  59.0  4163 6.32 6.27 3.97    1
## 7035  0.33     Ideal     E     SI1  62.5  55.0   579 4.42 4.45 2.77    2
## 7036  0.33     Ideal     I    VVS2  62.4  56.0   579 4.41 4.43 2.76    1
## 7037  0.33   Premium     G     VS2  61.4  60.0   579 4.41 4.45 2.72    1
## 7038  0.33     Ideal     H     VS1  62.0  55.0   579 4.44 4.46 2.76    1
## 7039  0.33     Ideal     H     VS1  61.7  54.0   579 4.45 4.47 2.75    1
## 7040  0.33 Very Good     E     SI1  62.7  56.0   579 4.39 4.45 2.77    1
## 7041  0.33   Premium     G     VS2  61.9  59.0   579 4.40 4.46 2.74    1
## 7042  0.33     Ideal     E     SI1  62.4  56.0   579 4.41 4.43 2.76    1
## 7043  0.33 Very Good     E     SI1  60.7  57.0   579 4.43 4.47 2.70    1
## 7044  0.33   Premium     I    VVS2  61.0  58.0   579 4.42 4.46 2.71    1
## 7045  0.33 Very Good     G     VS2  60.9  56.0   579 4.46 4.50 2.73    1
## 7046  0.33   Premium     I    VVS2  61.0  59.0   579 4.41 4.44 2.70    1
## 7047  0.33 Very Good     G     VS2  62.0  58.0   579 4.42 4.45 2.75    1
## 7048  0.33     Ideal     I    VVS2  62.7  54.0   579 4.42 4.45 2.78    1
## 7049  0.33 Very Good     G     VS2  59.3  61.0   579 4.49 4.51 2.67    1
## 7050  0.33      Good     I    VVS2  63.7  56.0   579 4.36 4.40 2.79    1
## 7051  0.33     Ideal     H     VS1  61.8  56.0   579 4.41 4.46 2.74    1
## 7052  0.33   Premium     G     VS2  62.6  58.0   579 4.41 4.44 2.77    1
## 7053  0.33   Premium     I    VVS2  61.4  58.0   579 4.45 4.48 2.74    1
## 7054  0.33 Very Good     E     SI1  59.1  58.0   579 4.51 4.56 2.68    1
## 7055  0.33 Very Good     G     VS2  60.8  62.0   579 4.42 4.46 2.70    1
## 7056  0.33     Ideal     I    VVS2  62.4  57.0   579 4.41 4.44 2.76    1
## 7057  0.33     Ideal     G     VS2  62.5  57.0   579 4.39 4.41 2.75    1
## 7058  0.33 Very Good     G     VS2  61.1  59.0   579 4.43 4.47 2.72    1
## 7059  0.33   Premium     G     VS2  60.8  58.0   579 4.45 4.47 2.71    1
## 7060  0.33 Very Good     H     VS1  60.0  61.0   579 4.48 4.52 2.70    1
## 7061  0.33   Premium     E     SI1  62.2  59.0   579 4.41 4.43 2.75    1
## 7062  0.33   Premium     H     VS1  61.9  58.0   579 4.43 4.45 2.75    1
## 7063  0.33   Premium     H     VS1  62.1  59.0   579 4.43 4.46 2.76    1
## 7064  0.33     Ideal     G     VS2  61.6  55.0   579 4.43 4.46 2.74    1
## 7065  1.05     Ideal     I     SI2  60.9  57.0  4163 6.55 6.62 4.01    1
## 7066  1.00     Ideal     H     SI2  62.5  54.0  4163 6.32 6.38 3.97    1
## 7067  1.04   Premium     E     SI2  61.6  59.0  4164 6.55 6.57 4.04    1
## 7068  0.85     Ideal     G     VS1  61.6  54.0  4164 6.08 6.12 3.76    1
## 7069  0.90      Good     E     SI1  63.1  61.0  4165 6.14 6.18 3.89    1
## 7070  0.90 Very Good     E     SI1  61.3  57.0  4165 6.24 6.29 3.84    1
## 7071  0.90 Very Good     E     SI1  59.8  58.0  4165 6.21 6.26 3.73    1
## 7072  0.90 Very Good     E     SI1  61.8  59.0  4165 6.11 6.16 3.79    1
## 7073  0.93      Good     D     SI2  61.4  63.0  4165 6.22 6.26 3.83    1
## 7074  0.90      Good     E     SI1  58.3  61.0  4165 6.24 6.29 3.65    1
## 7075  0.91   Premium     D     SI1  61.5  59.0  4165 6.25 6.18 3.82    1
## 7076  1.01 Very Good     I     SI1  62.9  58.0  4166 6.34 6.37 4.00    1
## 7077  1.01   Premium     I     SI1  61.8  59.0  4166 6.37 6.44 3.96    1
## 7078  1.01   Premium     H     SI2  61.6  59.0  4166 6.39 6.44 3.95    1
## 7079  1.01      Good     F     SI2  63.7  59.0  4166 6.28 6.38 4.03    1
## 7080  1.01 Very Good     H     SI2  58.8  58.0  4166 6.57 6.62 3.88    1
## 7081  1.00      Fair     H     VS2  66.8  63.0  4166 6.19 6.08 4.10    1
## 7082  1.00      Good     H     VS2  57.8  59.0  4166 6.53 6.47 3.75    1
## 7083  0.71     Ideal     F    VVS2  62.2  56.0  4167 5.70 5.74 3.56    1
## 7084  0.71     Ideal     F    VVS2  61.6  54.0  4167 5.76 5.79 3.56    1
## 7085  1.17   Premium     F     SI2  59.9  59.0  4167 6.86 6.82 4.10    1
## 7086  1.02      Good     H     SI1  57.1  61.0  4167 6.66 6.57 3.78    1
## 7087  1.06     Ideal     I     SI2  61.3  56.0  4167 6.59 6.55 4.03    1
## 7088  0.90     Ideal     D     SI2  60.8  56.0  4167 6.26 6.24 3.80    1
## 7089  1.08 Very Good     F     SI2  63.3  59.0  4167 6.48 6.44 4.09    1
## 7090  1.51      Fair     G      I1  65.6  54.0  4167 7.28 7.10 4.72    1
## 7091  1.01      Good     E     SI2  63.3  58.0  4168 6.30 6.36 4.01    1
## 7092  0.92   Premium     D     SI2  62.4  58.0  4168 6.18 6.19 3.86    1
## 7093  0.92 Very Good     D     SI2  62.4  60.0  4168 6.21 6.25 3.89    1
## 7094  1.11 Very Good     I     SI2  62.6  55.0  4168 6.65 6.71 4.18    1
## 7095  1.19   Premium     D     SI2  58.6  61.0  4168 6.93 6.89 4.05    1
## 7096  1.11 Very Good     E     SI2  60.0  61.0  4170 6.66 6.71 4.01    1
## 7097  0.80     Ideal     D     VS2  61.0  57.0  4170 5.96 6.00 3.65    1
## 7098  1.00   Premium     G     SI2  62.7  59.0  4170 6.36 6.30 3.97    1
## 7099  0.70 Very Good     E    VVS1  61.6  61.0  4171 5.70 5.73 3.52    1
## 7100  1.01 Very Good     I     SI2  62.9  55.0  4171 6.37 6.42 4.02    1
## 7101  0.95   Premium     F     SI2  62.4  59.0  4171 6.26 6.21 3.89    1
## 7102  0.73     Ideal     F    VVS1  61.1  56.0  4171 5.83 5.86 3.57    1
## 7103  1.01      Good     E     SI2  57.5  63.0  4171 6.56 6.58 3.78    1
## 7104  1.01      Good     I     SI1  61.7  58.0  4171 6.33 6.40 3.93    1
## 7105  1.00     Ideal     H     VS2  62.4  57.0  4172 6.42 6.36 3.99    1
## 7106  0.60     Ideal     D    VVS1  62.5  55.0  4172 5.40 5.42 3.38    1
## 7107  1.00 Very Good     H     SI2  61.6  58.0  4172 6.43 6.47 3.97    1
## 7108  0.97   Premium     H     SI1  61.9  60.0  4172 6.37 6.30 3.92    1
## 7109  1.00   Premium     G     SI2  59.4  62.0  4172 6.50 6.47 3.85    1
## 7110  0.90 Very Good     H     VS2  62.7  59.0  4173 6.11 6.17 3.85    1
## 7111  1.14 Very Good     J     SI1  63.3  55.0  4173 6.60 6.67 4.20    1
## 7112  0.90     Ideal     H     VS2  61.6  57.0  4173 6.17 6.29 3.84    1
## 7113  0.90      Good     E     SI1  60.7  63.0  4173 6.07 6.13 3.70    1
## 7114  0.92 Very Good     H     VS2  63.4  57.0  4173 6.17 6.11 3.89    1
## 7115  0.92 Very Good     H     VS2  63.1  57.0  4173 6.20 6.17 3.90    1
## 7116  1.08   Premium     J     SI1  61.0  60.0  4173 6.62 6.57 4.02    1
## 7117  0.92     Ideal     G     SI1  62.6  56.0  4173 6.21 6.19 3.88    1
## 7118  1.00     Ideal     I     SI1  62.7  56.0  4174 6.33 6.37 3.98    1
## 7119  1.01     Ideal     J     SI2  61.9  55.0  4174 6.50 6.43 4.01    1
## 7120  1.04 Very Good     I     SI1  62.5  62.0  4175 6.39 6.45 4.01    1
## 7121  1.03     Ideal     J     SI1  61.6  57.0  4175 6.46 6.49 3.99    1
## 7122  1.13      Fair     F     SI2  64.4  56.0  4176 6.58 6.52 4.22    1
## 7123  1.01 Very Good     G     SI2  62.9  56.0  4176 6.36 6.39 4.01    1
## 7124  1.11   Premium     E     SI2  61.0  60.0  4177 6.68 6.66 4.07    1
## 7125  1.03      Good     D     SI2  57.6  58.0  4177 6.60 6.67 3.82    1
## 7126  1.11   Premium     E     SI2  61.6  61.0  4177 6.66 6.61 4.09    1
## 7127  1.20   Premium     J     SI2  61.8  56.0  4177 6.85 6.81 4.22    1
## 7128  1.11 Very Good     E     SI2  61.7  63.0  4177 6.65 6.54 4.07    1
## 7129  0.90      Good     D     SI1  63.8  57.0  4178 6.12 6.07 3.89    1
## 7130  1.01      Good     E     SI1  63.8  60.0  4179 6.31 6.36 4.04    1
## 7131  0.93     Ideal     E     SI1  62.0  56.0  4179 6.25 6.29 3.89    1
## 7132  1.02      Good     F     SI2  64.1  60.0  4179 6.25 6.29 4.02    1
## 7133  0.91   Premium     D     SI1  59.3  58.0  4179 6.38 6.33 3.77    1
## 7134  1.28     Ideal     F     SI2  59.7  57.0  4179 7.12 7.06 4.23    1
## 7135  0.79     Ideal     F    VVS2  61.9  57.0  4180 5.93 5.96 3.68    1
## 7136  0.90   Premium     D     SI1  61.8  59.0  4181 6.13 6.11 3.78    1
## 7137  1.04 Very Good     F     SI2  62.3  58.0  4181 6.44 6.50 4.03    1
## 7138  1.00 Very Good     E     SI2  63.7  60.0  4181 6.24 6.32 4.00    1
## 7139  1.22      Good     G     SI2  64.0  61.0  4181 6.75 6.68 4.30    1
## 7140  0.83     Ideal     G     VS1  62.1  57.0  4181 5.99 6.03 3.73    1
## 7141  0.85     Ideal     E     SI1  60.7  57.0  4181 6.11 6.14 3.72    1
## 7142  1.01      Good     E     SI1  64.3  59.0  4181 6.31 6.28 4.05    1
## 7143  1.01      Fair     E     SI1  64.7  59.0  4181 6.23 6.11 3.99    1
## 7144  0.90 Very Good     G     VS2  62.4  60.0  4182 6.07 6.11 3.80    1
## 7145  0.73     Ideal     G    VVS1  61.7  57.0  4182 5.77 5.80 3.57    1
## 7146  0.94     Ideal     D     SI2  62.1  56.0  4182 6.21 6.25 3.87    1
## 7147  0.97      Good     F     SI2  59.1  62.0  4182 6.49 6.54 3.85    1
## 7148  0.93   Premium     F     SI1  61.1  59.0  4182 6.32 6.29 3.85    1
## 7149  0.90   Premium     G     VS2  60.9  58.0  4183 6.34 6.19 3.79    1
## 7150  0.90   Premium     F     SI1  62.0  55.0  4183 6.20 6.16 3.83    1
## 7151  0.92     Ideal     E     SI1  61.4  55.0  4183 6.29 6.25 3.85    1
## 7152  0.78     Ideal     D     VS2  62.3  54.0  4183 5.87 5.91 3.67    1
## 7153  0.92 Very Good     E     SI1  63.2  58.0  4183 6.18 6.16 3.90    1
## 7154  0.91      Good     G     VS2  63.6  58.0  4183 6.14 6.10 3.89    1
## 7155  0.92   Premium     E     SI1  59.4  62.0  4183 6.30 6.24 3.73    1
## 7156  0.90      Fair     F     VS1  66.2  55.0  4183 6.11 5.97 4.00    1
## 7157  0.92      Good     E     SI1  63.7  57.0  4183 6.14 6.11 3.90    1
## 7158  0.65     Ideal     E      IF  62.3  56.0  4184 5.52 5.56 3.45    1
## 7159  1.00      Good     E     SI2  59.9  63.0  4184 6.45 6.50 3.88    1
## 7160  1.01   Premium     I     SI1  61.8  58.0  4185 6.45 6.37 3.96    1
## 7161  1.01 Very Good     H     SI2  58.9  60.0  4185 6.62 6.58 3.89    1
## 7162  1.01      Good     G     SI2  63.8  53.0  4185 6.41 6.31 4.06    1
## 7163  1.01 Very Good     I     SI1  63.4  55.0  4185 6.39 6.35 4.04    1
## 7164  1.11     Ideal     G     SI2  61.9  55.0  4185 6.65 6.60 4.10    1
## 7165  1.01 Very Good     G     SI1  63.3  57.0  4185 6.37 6.35 4.02    1
## 7166  0.90 Very Good     H    VVS2  62.9  58.0  4186 6.10 6.15 3.85    1
## 7167  0.90 Very Good     F     VS2  61.2  59.0  4186 6.20 6.26 3.81    1
## 7168  0.96 Very Good     E     SI2  62.6  60.0  4186 6.26 6.32 3.94    1
## 7169  1.01 Very Good     I     SI1  59.7  60.0  4186 6.49 6.55 3.89    1
## 7170  1.15     Ideal     H     SI2  62.2  57.0  4186 6.68 6.63 4.14    1
## 7171  1.15   Premium     F     SI2  61.8  54.0  4186 6.78 6.75 4.18    1
## 7172  0.96 Very Good     I     VS2  59.6  59.0  4187 6.36 6.42 3.81    1
## 7173  0.90      Good     I    VVS1  63.6  58.0  4187 6.10 6.14 3.89    1
## 7174  1.01 Very Good     F     SI2  62.4  58.0  4187 6.37 6.42 3.99    1
## 7175  0.90 Very Good     D     SI1  63.4  53.0  4187 6.10 6.17 3.89    1
## 7176  0.90      Good     D     SI1  62.0  62.0  4187 6.06 6.10 3.77    1
## 7177  0.91 Very Good     E     SI1  63.7  59.0  4188 6.13 6.17 3.92    1
## 7178  0.91 Very Good     F     SI1  63.1  60.0  4188 6.13 6.17 3.88    1
## 7179  0.87     Ideal     F     SI1  61.7  56.0  4188 6.10 6.12 3.77    1
## 7180  0.87   Premium     D     SI1  62.1  58.0  4189 6.08 6.13 3.79    1
## 7181  1.01 Very Good     I     SI1  63.6  58.0  4189 6.31 6.36 4.03    1
## 7182  0.85     Ideal     E     VS1  63.0  57.0  4189 6.08 5.99 3.80    1
## 7183  1.02     Ideal     I     SI2  62.8  58.0  4189 6.37 6.41 4.01    1
## 7184  1.01      Good     J     VS1  61.5  61.0  4189 6.39 6.45 3.95    1
## 7185  1.00   Premium     G     SI1  60.0  62.0  4189 6.48 6.45 3.88    1
## 7186  1.04 Very Good     I     SI1  64.1  57.0  4190 6.35 6.38 4.08    1
## 7187  0.90      Good     E     SI1  57.9  60.0  4190 6.30 6.34 3.66    1
## 7188  1.01   Premium     H     SI1  60.3  59.0  4191 6.45 6.42 3.88    1
## 7189  0.86 Very Good     D     VS2  62.8  55.0  4191 6.07 6.13 3.83    1
## 7190  1.21 Very Good     J     VS2  62.4  58.0  4191 6.79 6.83 4.25    1
## 7191  0.91 Very Good     E     SI1  63.3  56.0  4191 6.12 6.17 3.89    1
## 7192  0.91 Very Good     E     SI1  58.8  59.0  4191 6.34 6.39 3.74    1
## 7193  0.90     Ideal     E     SI2  62.2  55.0  4191 6.19 6.22 3.86    1
## 7194  1.04      Good     D     SI2  57.6  63.0  4191 6.67 6.70 3.85    1
## 7195  1.01      Good     H     SI1  64.0  58.0  4191 6.37 6.31 4.06    1
## 7196  0.90   Premium     H     VS2  61.7  59.0  4191 6.19 6.13 3.80    1
## 7197  1.01 Very Good     H     SI1  63.4  58.0  4191 6.41 6.37 4.05    1
## 7198  1.01      Fair     H     SI1  64.6  55.0  4191 6.29 6.25 4.05    1
## 7199  1.01   Premium     H     SI1  61.9  59.0  4191 6.35 6.32 3.92    1
## 7200  1.01     Ideal     H     SI1  60.2  56.0  4191 6.47 6.42 3.88    1
## 7201  1.01   Premium     H     SI1  61.2  59.0  4191 6.45 6.40 3.93    1
## 7202  1.01   Premium     H     SI1  58.8  62.0  4191 6.59 6.54 3.86    1
## 7203  1.01   Premium     H     SI1  58.2  62.0  4191 6.54 6.48 3.78    1
## 7204  1.10 Very Good     I     SI2  62.6  59.0  4192 6.53 6.57 4.10    1
## 7205  1.21      Good     J     SI2  63.7  55.0  4192 6.75 6.81 4.32    1
## 7206  0.89     Ideal     D     SI2  60.8  56.0  4192 6.22 6.25 3.79    1
## 7207  1.04 Very Good     I     SI1  63.2  54.0  4193 6.49 6.42 4.08    1
## 7208  0.91 Very Good     H     VS2  58.3  59.0  4193 6.35 6.47 3.74    1
## 7209  0.90      Good     D     SI1  63.8  58.0  4193 6.09 6.13 3.90    1
## 7210  1.04      Good     H     SI2  57.9  58.0  4193 6.72 6.68 3.88    1
## 7211  1.04     Ideal     H     SI2  60.3  56.0  4193 6.61 6.58 3.98    1
## 7212  0.80   Premium     G      IF  62.6  58.0  4193 5.93 5.89 3.70    1
## 7213  1.07      Good     I     VS2  63.8  60.0  4194 6.41 6.38 4.08    1
## 7214  0.90     Ideal     H     VS1  61.8  56.0  4194 6.18 6.24 3.84    1
## 7215  0.95 Very Good     G     SI2  62.6  58.0  4194 6.17 6.23 3.88    1
## 7216  1.01 Very Good     J     SI1  63.0  54.0  4194 6.35 6.41 4.02    1
## 7217  0.92   Premium     F     SI1  62.2  59.0  4194 6.21 6.14 3.84    1
## 7218  1.01     Ideal     J     SI1  60.2  59.0  4194 6.48 6.51 3.91    1
## 7219  0.90      Fair     I    VVS1  63.5  57.0  4194 5.98 6.09 3.83    1
## 7220  0.90      Good     G     VS2  63.6  58.0  4194 6.12 6.08 3.88    1
## 7221  1.07   Premium     H     SI2  62.2  59.0  4194 6.53 6.47 4.04    1
## 7222  0.90   Premium     G     VS2  61.3  59.0  4194 6.21 6.15 3.79    1
## 7223  1.13 Very Good     I     SI2  59.9  57.0  4195 6.76 6.80 4.06    1
## 7224  1.01      Good     G     SI1  63.6  58.0  4195 6.29 6.35 4.02    1
## 7225  1.00 Very Good     G     SI2  60.0  62.0  4195 6.45 6.48 3.88    1
## 7226  0.73     Ideal     D     VS1  61.5  58.0  4196 5.76 5.79 3.55    1
## 7227  1.11   Premium     I     SI2  61.5  58.0  4196 6.65 6.61 4.08    1
## 7228  1.06     Ideal     H     SI1  62.7  57.0  4196 6.53 6.48 4.08    1
## 7229  1.11     Ideal     E     SI2  62.0  57.0  4196 6.67 6.63 4.12    1
## 7230  1.11   Premium     I     SI2  61.8  58.0  4196 6.66 6.61 4.10    1
## 7231  1.01   Premium     F     SI2  59.6  59.0  4197 6.59 6.52 3.91    1
## 7232  1.00     Ideal     F     SI2  61.8  57.0  4197 6.36 6.45 3.96    1
## 7233  1.06 Very Good     I     SI1  62.7  56.0  4197 6.46 6.50 4.06    1
## 7234  1.18   Premium     J     SI2  61.3  60.0  4197 6.78 6.83 4.17    1
## 7235  1.01   Premium     F     SI2  61.0  60.0  4197 6.48 6.44 3.94    1
## 7236  1.01   Premium     F     SI2  62.7  56.0  4197 6.40 6.35 4.00    1
## 7237  1.01      Good     F     SI2  63.6  59.0  4197 6.37 6.34 4.04    1
## 7238  1.01   Premium     F     SI2  58.8  62.0  4197 6.49 6.46 3.81    1
## 7239  1.01      Good     I     VS2  63.9  59.0  4197 6.29 6.26 4.01    1
## 7240  1.01      Good     F     SI2  64.3  59.0  4197 6.33 6.26 4.05    1
## 7241  1.01     Ideal     F     SI2  60.8  55.0  4197 6.52 6.48 3.95    1
## 7242  0.70      Good     D    VVS1  59.2  59.0  4198 5.76 5.79 3.42    1
## 7243  1.19   Premium     J     SI2  58.4  60.0  4198 6.98 6.92 4.06    1
## 7244  0.90     Ideal     F     SI2  61.5  56.0  4198 6.24 6.18 3.82    1
## 7245  1.05   Premium     G     SI2  61.8  60.0  4198 6.49 6.46 4.00    1
## 7246  1.01      Good     F     SI1  64.2  58.0  4199 6.31 6.33 4.06    1
## 7247  1.05 Very Good     J     SI1  62.5  58.0  4199 6.47 6.52 4.06    1
## 7248  1.03     Ideal     E     SI2  61.6  56.0  4199 6.50 6.45 3.99    1
## 7249  0.91     Ideal     I     VS2  61.6  56.0  4199 6.17 6.25 3.83    1
## 7250  0.91     Ideal     I     VS2  61.9  56.0  4199 6.18 6.22 3.84    1
## 7251  1.25 Very Good     H     SI2  63.2  60.0  4199 6.87 6.81 4.32    1
## 7252  1.03     Ideal     I     VS1  62.4  57.0  4199 6.48 6.40 4.02    1
## 7253  1.03   Premium     I     VS1  60.1  59.0  4199 6.53 6.46 3.90    1
## 7254  1.00     Ideal     I     SI1  61.4  56.0  4200 6.45 6.39 3.94    1
## 7255  1.04     Ideal     G     SI2  62.0  57.0  4200 6.53 6.60 4.07    1
## 7256  1.04 Very Good     G     SI2  60.9  58.0  4200 6.52 6.58 3.99    1
## 7257  1.04   Premium     G     SI2  61.2  58.0  4200 6.50 6.57 4.00    1
## 7258  1.04 Very Good     G     SI2  62.9  58.0  4200 6.43 6.47 4.06    1
## 7259  1.00 Very Good     H     SI2  63.3  57.0  4200 6.37 6.30 4.01    1
## 7260  1.00   Premium     I     SI1  60.5  59.0  4200 6.54 6.49 3.94    1
## 7261  1.00      Good     H     SI1  63.7  55.0  4200 6.33 6.29 4.02    1
## 7262  1.00     Ideal     I     SI1  59.8  57.0  4200 6.50 6.44 3.87    1
## 7263  1.00   Premium     H     SI2  62.7  58.0  4200 6.33 6.31 3.96    1
## 7264  1.00 Very Good     I     SI1  63.3  58.0  4200 6.34 6.30 4.00    1
## 7265  1.00   Premium     F     SI2  62.5  59.0  4200 6.40 6.28 3.96    1
## 7266  1.00   Premium     E     SI2  61.0  62.0  4200 6.41 6.34 3.89    1
## 7267  1.00   Premium     E     SI2  62.8  59.0  4200 6.34 6.30 3.97    1
## 7268  1.25   Premium     J     SI1  62.0  61.0  4200 6.86 6.84 4.25    1
## 7269  1.25   Premium     H     SI2  60.5  61.0  4200 6.97 6.91 4.20    1
## 7270  0.90 Very Good     H     VS1  60.5  63.0  4201 6.13 6.16 3.72    1
## 7271  1.07 Very Good     G     SI2  58.5  61.0  4201 6.59 6.71 3.89    1
## 7272  1.07   Premium     G     SI2  59.8  60.0  4201 6.65 6.70 3.99    1
## 7273  1.07 Very Good     G     SI2  59.9  59.0  4201 6.61 6.67 3.98    1
## 7274  1.10   Premium     E     SI2  60.0  60.0  4201 6.70 6.73 4.03    1
## 7275  0.91 Very Good     H     VS2  59.9  62.0  4201 6.26 6.33 3.77    1
## 7276  0.91 Very Good     H     VS2  62.8  58.0  4201 6.15 6.17 3.87    1
## 7277  0.91   Premium     H     VS2  61.9  59.0  4201 6.18 6.23 3.84    1
## 7278  0.90 Very Good     E     SI1  62.1  59.0  4201 6.13 6.17 3.82    1
## 7279  0.90     Ideal     H     VS1  60.9  57.0  4201 6.20 6.24 3.79    1
## 7280  1.05     Ideal     J     VS2  62.3  56.0  4201 6.55 6.51 4.07    1
## 7281  1.21      Good     E      I1  64.0  57.0  4201 6.73 6.67 4.29    1
## 7282  1.10 Very Good     I     SI2  60.5  59.0  4202 6.65 6.71 4.04    1
## 7283  1.11 Very Good     I     SI2  61.1  58.0  4202 6.63 6.69 4.07    1
## 7284  1.00   Premium     E     SI2  58.5  61.0  4202 6.52 6.48 3.80    1
## 7285  1.00      Good     I     VS1  63.8  56.0  4202 6.35 6.32 4.04    1
## 7286  0.90      Good     E     VS2  64.0  58.0  4203 6.07 6.02 3.87    1
## 7287  1.20   Premium     D     SI2  60.2  60.0  4203 6.94 6.81 4.14    1
## 7288  1.05      Good     E     SI2  63.2  59.0  4204 6.36 6.43 4.04    1
## 7289  1.00      Good     F     SI2  62.0  59.0  4204 6.32 6.36 3.93    1
## 7290  0.96   Premium     G     SI2  59.3  58.0  4204 6.49 6.43 3.83    1
## 7291  0.91   Premium     F     SI1  62.1  56.0  4204 6.24 6.20 3.86    1
## 7292  0.84 Very Good     D     SI1  59.9  54.0  4205 6.20 6.23 3.72    1
## 7293  0.70     Ideal     E    VVS2  61.6  56.0  4205 5.72 5.75 3.53    1
## 7294  0.91      Good     H    VVS2  65.5  57.0  4205 6.01 6.11 3.97    1
## 7295  1.01      Fair     D     SI2  65.3  55.0  4205 6.33 6.19 4.09    1
## 7296  1.13 Very Good     J     VS2  62.0  59.0  4206 6.62 6.66 4.12    1
## 7297  1.07   Premium     I     SI2  59.7  59.0  4206 6.68 6.63 3.97    1
## 7298  1.00 Very Good     G     SI2  62.8  57.0  4207 6.31 6.37 3.98    1
## 7299  1.02   Premium     H     SI2  60.9  59.0  4207 6.46 6.51 3.95    1
## 7300  1.02   Premium     H     SI2  59.8  59.0  4207 6.50 6.54 3.90    1
## 7301  1.02 Very Good     F     SI2  60.0  60.0  4207 6.53 6.57 3.93    1
## 7302  1.02      Good     H     SI2  63.1  59.0  4207 6.37 6.43 4.04    1
## 7303  1.02     Ideal     H     SI2  61.8  55.0  4207 6.47 6.51 4.01    1
## 7304  1.01 Very Good     I     SI1  60.9  59.0  4207 6.39 6.45 3.91    1
## 7305  0.59     Ideal     D      IF  60.9  57.0  4208 5.40 5.43 3.30    1
## 7306  1.01 Very Good     H     VS2  63.1  62.0  4208 6.18 6.15 3.89    1
## 7307  1.01      Good     H     VS2  63.9  58.0  4208 6.26 6.22 3.99    1
## 7308  0.81   Premium     D     VS1  62.3  58.0  4209 6.00 5.94 3.72    1
## 7309  1.01     Ideal     G     SI2  62.1  59.0  4209 6.45 6.41 3.99    1
## 7310  0.90   Premium     E     SI1  61.3  60.0  4209 6.19 6.14 3.78    1
## 7311  0.90   Premium     E     SI1  60.3  56.0  4209 6.29 6.21 3.77    1
## 7312  0.90   Premium     E     SI1  61.9  58.0  4209 6.17 6.10 3.80    1
## 7313  0.60     Ideal     D    VVS1  62.5  55.0  4209 5.42 5.40 3.38    1
## 7314  0.91      Good     G     VS1  63.6  60.0  4209 6.11 6.03 3.86    1
## 7315  0.91 Very Good     G     VS1  63.2  58.0  4209 6.15 6.07 3.86    1
## 7316  0.91 Very Good     G     VS1  63.4  54.0  4209 6.24 6.07 3.90    1
## 7317  0.90 Very Good     G     VS2  62.4  61.0  4210 6.13 6.17 3.84    1
## 7318  0.90 Very Good     G     VS2  61.0  60.0  4210 6.21 6.24 3.80    1
## 7319  0.90      Good     G     VS2  60.8  56.0  4210 6.14 6.19 3.75    1
## 7320  1.01      Good     G     SI2  62.8  61.0  4210 6.31 6.37 3.98    1
## 7321  0.85 Very Good     D     VS2  61.8  56.0  4211 6.06 6.08 3.75    1
## 7322  0.91 Very Good     E     SI1  60.5  61.0  4211 6.19 6.23 3.76    1
## 7323  0.91 Very Good     E     SI1  61.9  61.0  4211 6.10 6.12 3.78    1
## 7324  0.91   Premium     E     SI1  62.6  58.0  4211 6.14 6.17 3.85    1
## 7325  0.91 Very Good     E     SI1  62.4  57.0  4211 6.11 6.23 3.85    1
## 7326  0.91      Good     E     SI1  63.5  57.0  4211 6.07 6.11 3.87    1
## 7327  1.01      Good     G     SI2  63.7  56.0  4211 6.26 6.34 4.01    1
## 7328  1.18   Premium     D     SI2  61.8  58.0  4211 6.83 6.70 4.19    1
## 7329  1.01 Very Good     I     SI1  62.7  56.0  4212 6.36 6.43 4.01    1
## 7330  1.14     Ideal     J     SI2  61.5  57.0  4212 6.73 6.77 4.15    1
## 7331  1.09     Ideal     H     SI2  61.5  55.0  4212 6.65 6.68 4.10    1
## 7332  1.11   Premium     H     SI2  61.5  59.0  4212 6.61 6.56 4.05    1
## 7333  0.79 Very Good     D     VS1  62.4  60.0  4213 5.86 5.88 3.66    1
## 7334  0.96     Ideal     H     SI2  62.1  57.0  4213 6.30 6.35 3.93    1
## 7335  1.00      Good     E     SI1  59.8  65.0  4213 6.56 6.45 3.89    1
## 7336  1.00      Fair     E     SI1  58.1  63.0  4213 6.60 6.52 3.81    1
## 7337  0.93 Very Good     D     SI2  60.6  59.0  4214 6.30 6.34 3.83    1
## 7338  0.93 Very Good     D     SI2  62.6  57.0  4214 6.20 6.26 3.90    1
## 7339  1.13   Premium     J     SI1  61.3  59.0  4214 6.77 6.67 4.12    1
## 7340  1.12     Ideal     D      I1  60.6  55.0  4215 6.76 6.73 4.09    1
## 7341  1.12   Premium     E     SI2  63.0  61.0  4215 6.66 6.61 4.18    1
## 7342  0.56     Ideal     D      IF  62.4  56.0  4216 5.24 5.28 3.28    1
## 7343  1.10 Very Good     J     SI2  61.9  55.0  4217 6.59 6.63 4.09    1
## 7344  1.00      Good     G     SI1  63.9  58.0  4218 6.26 6.32 4.02    1
## 7345  1.00      Good     G     SI1  63.1  56.0  4218 6.31 6.41 4.01    1
## 7346  1.00      Good     D     SI2  61.5  63.0  4218 6.27 6.32 3.87    1
## 7347  1.00      Good     D     SI2  57.8  58.0  4218 6.55 6.61 3.80    1
## 7348  1.00      Good     D     SI2  63.5  59.0  4218 6.32 6.35 4.02    1
## 7349  1.00 Very Good     G     SI1  58.6  63.0  4218 6.56 6.58 3.85    1
## 7350  1.03 Very Good     F     SI2  61.1  59.0  4218 6.51 6.58 4.00    1
## 7351  0.96 Very Good     F     SI2  59.8  59.0  4218 6.38 6.45 3.84    1
## 7352  0.93     Ideal     H     VS2  61.5  57.0  4218 6.30 6.26 3.86    1
## 7353  0.90      Fair     E     SI1  59.2  60.0  4220 6.17 6.22 3.67    1
## 7354  1.01      Good     F     SI2  63.2  58.0  4221 6.30 6.43 4.02    1
## 7355  1.01      Good     F     SI2  63.3  57.0  4221 6.37 6.39 4.04    1
## 7356  1.03     Ideal     J     SI1  62.1  55.0  4221 6.46 6.51 4.03    1
## 7357  0.71     Ideal     D    VVS2  61.6  56.0  4222 5.69 5.77 3.53    1
## 7358  1.12     Ideal     G     SI2  62.1  57.0  4222 6.71 6.65 4.14    1
## 7359  1.16      Fair     H     SI2  66.3  57.0  4222 6.56 6.50 4.33    1
## 7360  1.16   Premium     J     SI1  62.5  58.0  4222 6.73 6.67 4.19    1
## 7361  0.76     Ideal     D    VVS2  62.3  57.0  4223 5.84 5.87 3.65    1
## 7362  0.76   Premium     F      IF  60.6  60.0  4223 5.85 5.89 3.56    1
## 7363  0.97 Very Good     F     SI2  62.9  57.0  4223 6.28 6.31 3.96    1
## 7364  0.90      Good     G     VS1  63.9  57.0  4223 6.08 6.03 3.87    1
## 7365  0.33   Premium     H     VS1  61.0  59.0   579 4.45 4.50 2.73    1
## 7366  0.33     Ideal     G     VS2  61.2  55.0   579 4.46 4.52 2.75    1
## 7367  0.33     Ideal     G     VS2  62.6  57.0   579 4.45 4.47 2.79    1
## 7368  0.33 Very Good     G     VS2  59.4  61.0   579 4.49 4.53 2.68    1
## 7369  0.33 Very Good     E     SI1  63.0  54.0   579 4.38 4.42 2.77    1
## 7370  0.33 Very Good     G     VS2  62.1  56.0   579 4.41 4.44 2.75    1
## 7371  0.33 Very Good     H     VS1  59.7  59.0   579 4.52 4.53 2.70    1
## 7372  0.33     Ideal     G     VS2  62.2  56.0   579 4.44 4.47 2.77    1
## 7373  0.33 Very Good     I    VVS2  62.1  56.0   579 4.41 4.45 2.75    1
## 7374  0.33 Very Good     H     VS1  60.2  62.0   579 4.44 4.47 2.68    1
## 7375  0.33 Very Good     E     SI1  62.0  60.0   579 4.38 4.43 2.73    1
## 7376  0.33     Ideal     G     VS2  62.0  57.0   579 4.44 4.47 2.76    1
## 7377  0.33     Ideal     G     VS2  62.3  57.0   579 4.40 4.43 2.75    1
## 7378  0.33   Premium     H     VS1  61.5  58.0   579 4.39 4.46 2.72    1
## 7379  0.33   Premium     H     VS1  59.5  59.0   579 4.48 4.53 2.68    1
## 7380  0.33   Premium     E     SI1  60.9  58.0   579 4.46 4.50 2.73    1
## 7381  0.33 Very Good     H     VS1  62.9  59.0   579 4.35 4.40 2.75    1
## 7382  0.33     Ideal     G     VS2  62.3  55.0   579 4.42 4.47 2.77    1
## 7383  0.33     Ideal     H     VS1  61.4  57.0   579 4.44 4.49 2.74    1
## 7384  0.33   Premium     I    VVS2  62.2  59.0   579 4.41 4.47 2.76    1
## 7385  0.33     Ideal     H     VS1  60.2  57.0   579 4.50 4.54 2.72    1
## 7386  0.33     Ideal     H     VS1  61.9  56.0   579 4.44 4.48 2.76    1
## 7387  0.33 Very Good     G     VS2  62.8  54.0   579 4.40 4.42 2.77    1
## 7388  0.33 Very Good     G     VS2  62.6  58.0   579 4.36 4.40 2.74    1
## 7389  0.33 Very Good     G     VS2  62.6  56.0   579 4.38 4.41 2.75    1
## 7390  0.33      Good     E     SI1  63.3  56.0   579 4.41 4.43 2.80    1
## 7391  0.33   Premium     I    VVS2  61.5  58.0   579 4.43 4.45 2.73    1
## 7392  0.33   Premium     E     SI1  61.1  58.0   579 4.43 4.47 2.72    1
## 7393  0.33   Premium     G     VS2  60.0  58.0   579 4.47 4.49 2.69    1
## 7394  0.33 Very Good     E     SI1  60.6  60.0   579 4.41 4.44 2.68    1
## 7395  1.05     Ideal     H     SI1  62.0  56.0  4223 6.53 6.46 4.03    1
## 7396  1.06 Very Good     F     SI2  60.0  59.0  4224 6.60 6.63 3.97    1
## 7397  0.91 Very Good     H     VS1  63.4  56.0  4224 6.18 6.12 3.90    1
## 7398  1.07   Premium     J     VS2  62.8  57.0  4224 6.54 6.49 4.09    1
## 7399  1.02     Ideal     H     SI2  60.5  60.0  4225 6.56 6.53 3.96    1
## 7400  1.10     Ideal     J     SI2  62.0  59.0  4226 6.58 6.61 4.09    1
## 7401  0.98      Good     F     SI1  56.8  64.0  4226 6.68 6.52 3.75    1
## 7402  1.02   Premium     F     SI2  62.7  59.0  4227 6.45 6.38 4.02    1
## 7403  1.02      Fair     F     SI1  61.8  50.0  4227 6.59 6.51 4.05    1
## 7404  1.11     Ideal     F     SI2  62.0  57.0  4227 6.67 6.64 4.13    1
## 7405  1.00   Premium     G     SI2  62.9  60.0  4227 6.35 6.30 3.98    1
## 7406  1.02   Premium     I     SI1  62.7  58.0  4227 6.44 6.41 4.03    1
## 7407  0.71 Very Good     E    VVS1  62.8  59.0  4228 5.66 5.71 3.57    1
## 7408  0.92 Very Good     H     VS1  61.0  62.0  4228 6.26 6.32 3.84    1
## 7409  0.92 Very Good     H     VS1  62.9  58.0  4228 6.17 6.20 3.89    1
## 7410  0.92 Very Good     H     VS1  61.7  62.0  4228 6.20 6.12 3.80    1
## 7411  1.01 Very Good     G     SI2  63.3  56.0  4228 6.26 6.33 3.99    1
## 7412  0.86     Ideal     E     SI1  60.6  56.0  4228 6.16 6.18 3.74    1
## 7413  0.72     Ideal     F      IF  62.0  57.0  4228 5.71 5.78 3.56    1
## 7414  0.91   Premium     D     SI1  62.8  57.0  4228 6.17 6.12 3.86    1
## 7415  1.02 Very Good     H     SI2  62.6  60.0  4229 6.30 6.38 3.97    1
## 7416  0.76     Ideal     D     VS1  61.3  57.0  4229 5.87 5.90 3.61    1
## 7417  0.90      Good     E     SI1  59.8  64.0  4229 6.14 6.21 3.69    1
## 7418  0.93   Premium     E     SI1  61.4  57.0  4229 6.34 6.23 3.86    1
## 7419  0.80   Premium     E    VVS2  62.9  59.0  4229 5.95 5.88 3.72    1
## 7420  0.90      Fair     F     VS2  64.4  53.0  4229 6.08 6.04 3.90    1
## 7421  0.90   Premium     F     VS2  62.7  54.0  4229 6.13 6.11 3.84    1
## 7422  0.93     Ideal     E     SI1  62.8  56.0  4229 6.24 6.19 3.90    1
## 7423  1.18     Ideal     E      I1  61.6  56.0  4229 6.82 6.79 4.19    1
## 7424  1.09      Good     F     SI1  61.0  64.0  4230 6.63 6.58 4.03    1
## 7425  0.94   Premium     F     SI2  62.2  59.0  4230 6.27 6.23 3.89    1
## 7426  0.71     Ideal     E    VVS1  62.3  55.0  4231 5.68 5.72 3.55    1
## 7427  0.90 Very Good     F     SI1  63.0  60.0  4232 6.09 6.13 3.85    1
## 7428  0.90      Good     F     SI1  64.2  56.0  4232 6.02 6.10 3.89    1
## 7429  0.90   Premium     F     SI1  59.9  59.0  4232 6.26 6.29 3.76    1
## 7430  0.92 Very Good     E     SI1  60.7  59.0  4232 6.25 6.28 3.80    1
## 7431  0.92     Ideal     F     SI1  62.8  56.0  4232 6.14 6.18 3.87    1
## 7432  1.07      Good     F     SI2  58.7  64.0  4232 6.64 6.68 3.91    1
## 7433  1.20 Very Good     J     VS2  63.1  56.0  4232 6.77 6.71 4.25    1
## 7434  1.02     Ideal     H     SI1  63.0  57.0  4233 6.36 6.30 3.99    1
## 7435  1.14   Premium     G     SI2  62.8  58.0  4233 6.68 6.64 4.18    1
## 7436  1.14      Good     G     SI2  63.7  60.0  4233 6.69 6.60 4.24    1
## 7437  0.90   Premium     H     VS1  62.7  60.0  4234 6.12 6.07 3.82    1
## 7438  0.90      Good     H     VS1  64.1  57.0  4234 6.07 6.04 3.88    1
## 7439  0.78 Very Good     D     VS1  60.5  55.0  4234 6.00 6.03 3.64    1
## 7440  1.00   Premium     F     SI1  63.0  60.0  4234 6.34 6.24 3.97    1
## 7441  1.01      Good     D     SI2  64.0  56.0  4234 6.25 6.29 4.01    1
## 7442  0.96      Good     G     SI1  57.6  59.0  4234 6.53 6.56 3.77    1
## 7443  0.90   Premium     H     VS1  62.4  58.0  4234 6.19 6.15 3.85    1
## 7444  0.90 Very Good     H     VS1  63.5  59.0  4234 6.13 6.10 3.88    1
## 7445  1.05   Premium     H     SI2  63.0  59.0  4234 6.48 6.44 4.07    1
## 7446  0.90   Premium     H     VS1  62.9  58.0  4234 6.12 6.06 3.83    1
## 7447  0.90   Premium     H     VS1  62.1  59.0  4234 6.14 6.09 3.80    1
## 7448  0.90      Good     F     VS2  63.6  59.0  4234 6.11 6.06 3.87    1
## 7449  0.90   Premium     F     VS2  58.7  59.0  4234 6.34 6.30 3.71    1
## 7450  0.90     Ideal     H     VS1  62.0  56.0  4234 6.22 6.19 3.85    1
## 7451  0.90   Premium     H     VS1  60.2  58.0  4234 6.32 6.28 3.79    1
## 7452  1.00   Premium     F     SI1  60.8  59.0  4234 6.44 6.38 3.90    1
## 7453  1.20   Premium     I     SI2  59.0  60.0  4234 6.99 6.95 4.11    1
## 7454  1.00 Very Good     F     SI1  63.1  59.0  4234 6.29 6.22 3.95    1
## 7455  1.00   Premium     F     SI1  62.1  60.0  4234 6.29 6.23 3.88    1
## 7456  0.71   Premium     D    VVS1  59.2  59.0  4234 5.88 5.84 3.47    1
## 7457  1.20   Premium     J     SI2  61.1  59.0  4234 6.81 6.78 4.15    1
## 7458  1.20     Ideal     J     SI1  63.0  57.0  4234 6.74 6.64 4.24    1
## 7459  1.00   Premium     F     SI1  60.8  59.0  4234 6.45 6.41 3.91    1
## 7460  1.10 Very Good     I     SI1  60.4  61.0  4235 6.69 6.73 4.05    1
## 7461  1.07     Ideal     J     SI1  62.0  56.0  4235 6.53 6.57 4.06    1
## 7462  1.07   Premium     H     SI1  58.9  59.0  4235 6.76 6.71 3.97    1
## 7463  1.07 Very Good     I     SI1  60.7  61.0  4237 6.55 6.60 3.99    1
## 7464  1.00     Ideal     I     SI1  62.8  56.0  4237 6.33 6.38 3.99    1
## 7465  1.02   Premium     F     SI2  60.2  61.0  4238 6.52 6.48 3.91    1
## 7466  0.91   Premium     H     VS2  61.8  60.0  4238 6.22 6.18 3.83    1
## 7467  1.06   Premium     G     SI2  61.1  62.0  4238 6.61 6.55 4.02    1
## 7468  1.02   Premium     F     SI2  60.4  60.0  4238 6.53 6.49 3.93    1
## 7469  1.02     Ideal     F     SI2  62.1  56.0  4238 6.44 6.41 3.99    1
## 7470  1.02   Premium     F     SI2  63.0  58.0  4238 6.44 6.38 4.04    1
## 7471  1.02      Good     F     SI2  63.8  53.0  4238 6.46 6.37 4.09    1
## 7472  1.02   Premium     F     SI2  62.0  59.0  4238 6.42 6.33 3.95    1
## 7473  1.06     Ideal     G     SI2  62.5  55.0  4238 6.55 6.51 4.08    1
## 7474  1.02   Premium     F     SI2  59.9  59.0  4238 6.59 6.56 3.94    1
## 7475  1.02   Premium     F     SI2  59.9  62.0  4238 6.53 6.50 3.90    1
## 7476  1.01      Good     I     VS2  62.5  59.0  4239 6.30 6.37 3.96    1
## 7477  1.01     Ideal     F     SI2  60.6  57.0  4239 6.49 6.55 3.95    1
## 7478  1.01     Ideal     I     VS2  62.6  54.0  4239 6.40 6.45 4.02    1
## 7479  1.01     Ideal     F     SI2  61.4  56.0  4239 6.46 6.51 3.98    1
## 7480  0.91 Very Good     D     SI1  61.5  59.0  4239 6.18 6.25 3.82    1
## 7481  0.90 Very Good     E     SI1  61.5  62.0  4239 6.15 6.20 3.80    1
## 7482  1.04   Premium     I     VS1  61.4  57.0  4240 6.52 6.47 3.99    1
## 7483  0.70 Very Good     E    VVS2  61.7  57.0  4240 5.68 5.71 3.51    1
## 7484  0.79     Ideal     E     VS1  62.0  56.0  4240 5.90 5.93 3.67    1
## 7485  0.91     Ideal     G     SI1  62.1  57.0  4240 6.20 6.23 3.86    1
## 7486  1.04   Premium     E     SI2  61.6  59.0  4240 6.57 6.55 4.04    1
## 7487  1.04   Premium     E     SI2  61.0  60.0  4240 6.57 6.52 3.99    1
## 7488  1.05   Premium     G     SI2  61.3  58.0  4241 6.55 6.60 4.03    1
## 7489  1.08 Very Good     G     SI2  59.8  57.0  4241 6.66 6.72 4.00    1
## 7490  1.05 Very Good     G     SI2  62.5  60.0  4241 6.45 6.50 4.05    1
## 7491  1.08      Good     G     SI2  63.2  57.0  4241 6.50 6.54 4.12    1
## 7492  1.02 Very Good     F     SI2  60.3  59.0  4241 6.50 6.53 3.93    1
## 7493  1.05      Good     G     SI2  63.2  54.0  4241 6.49 6.52 4.11    1
## 7494  1.05 Very Good     G     SI2  61.6  60.0  4241 6.49 6.56 4.02    1
## 7495  0.90     Ideal     D     SI2  60.8  56.0  4241 6.24 6.26 3.80    1
## 7496  0.61     Ideal     D    VVS1  62.1  56.0  4241 5.43 5.46 3.38    1
## 7497  1.01     Ideal     I     SI1  60.2  59.0  4241 6.54 6.49 3.92    1
## 7498  0.90      Good     F     SI1  61.8  63.0  4241 6.21 6.18 3.83    1
## 7499  0.91   Premium     G     VS2  59.5  58.0  4241 6.34 6.26 3.75    1
## 7500  1.01      Good     H     SI1  60.6  61.0  4242 6.35 6.39 3.86    1
## 7501  1.01      Good     H     SI1  60.3  64.0  4242 6.49 6.52 3.92    1
## 7502  1.01 Very Good     H     SI1  62.7  59.0  4242 6.27 6.33 3.95    1
## 7503  1.01   Premium     I     SI1  62.9  58.0  4242 6.37 6.34 4.00    1
## 7504  1.01   Premium     I     SI1  61.8  59.0  4242 6.44 6.37 3.96    1
## 7505  1.01   Premium     H     SI2  61.9  60.0  4242 6.43 6.40 3.97    1
## 7506  1.01   Premium     H     SI2  61.1  59.0  4242 6.54 6.46 3.97    1
## 7507  1.01     Ideal     G     SI2  62.4  56.0  4242 6.42 6.37 3.99    1
## 7508  1.01   Premium     H     SI2  59.9  59.0  4242 6.51 6.48 3.89    1
## 7509  1.01   Premium     G     SI2  59.1  59.0  4242 6.55 6.51 3.86    1
## 7510  1.01   Premium     H     SI2  58.8  58.0  4242 6.62 6.57 3.88    1
## 7511  1.01   Premium     H     SI2  61.6  59.0  4242 6.44 6.39 3.95    1
## 7512  1.01   Premium     H     SI2  61.5  60.0  4242 6.40 6.34 3.92    1
## 7513  1.01     Ideal     D     SI2  62.0  57.0  4242 6.42 6.38 3.97    1
## 7514  1.01   Premium     H     SI2  59.9  59.0  4242 6.55 6.48 3.90    1
## 7515  1.01      Good     F     SI2  63.7  59.0  4242 6.38 6.28 4.03    1
## 7516  0.84   Premium     F    VVS2  60.4  62.0  4243 6.15 6.10 3.70    1
## 7517  1.01 Very Good     I     SI1  61.2  59.0  4243 6.34 6.44 3.92    1
## 7518  0.76     Ideal     D     VS1  62.0  56.0  4243 5.84 5.87 3.63    1
## 7519  1.02     Ideal     H     SI2  60.5  56.0  4243 6.53 6.57 3.96    1
## 7520  0.92      Good     G     VS2  63.4  57.0  4243 6.17 6.23 3.93    1
## 7521  0.70 Very Good     D    VVS1  62.7  54.0  4244 5.67 5.71 3.57    1
## 7522  1.04 Very Good     F     SI2  62.8  55.0  4244 6.41 6.48 4.05    1
## 7523  1.09 Very Good     D     SI2  59.2  63.0  4244 6.67 6.71 3.96    1
## 7524  1.01 Very Good     I     SI2  63.5  57.0  4244 6.35 6.37 4.04    1
## 7525  1.01     Ideal     I     SI2  62.8  57.0  4244 6.36 6.41 4.01    1
## 7526  1.10      Good     F     SI2  63.8  56.0  4244 6.53 6.48 4.15    1
## 7527  1.01 Very Good     E     SI2  63.3  58.0  4244 6.36 6.30 4.01    1
## 7528  1.02      Good     D     SI2  57.7  64.0  4246 6.70 6.62 3.84    1
## 7529  0.70     Ideal     F    VVS1  61.6  56.0  4246 5.86 5.71 3.51    1
## 7530  0.90   Premium     H     VS2  60.4  59.0  4246 6.27 6.24 3.78    1
## 7531  0.92      Good     H     VS2  63.4  57.0  4247 6.11 6.17 3.89    1
## 7532  0.96 Very Good     G     SI1  63.2  57.0  4247 6.27 6.23 3.95    1
## 7533  1.03   Premium     I     SI1  62.0  58.0  4248 6.43 6.47 4.00    1
## 7534  1.01   Premium     G     SI2  62.5  60.0  4249 6.34 6.39 3.98    1
## 7535  1.01 Very Good     G     SI2  61.0  58.0  4249 6.43 6.48 3.94    1
## 7536  1.01 Very Good     G     SI2  62.0  58.0  4249 6.37 6.41 3.96    1
## 7537  0.92     Ideal     G     SI1  62.6  55.0  4249 6.22 6.24 3.90    1
## 7538  1.21     Ideal     H     SI1  62.7  56.0  4249 6.81 6.78 4.26    1
## 7539  1.21     Ideal     H     SI1  62.9  57.0  4249 6.78 6.74 4.25    1
## 7540  1.01 Very Good     H     SI1  63.4  55.0  4249 6.32 6.27 3.99    1
## 7541  1.15   Premium     E     SI2  62.5  58.0  4250 6.65 6.72 4.18    1
## 7542  1.15 Very Good     E     SI2  61.7  60.0  4250 6.70 6.78 4.16    1
## 7543  1.03      Good     E     SI2  63.8  62.0  4250 6.30 6.37 4.04    1
## 7544  1.12   Premium     H     SI2  62.4  58.0  4250 6.63 6.58 4.12    1
## 7545  1.10     Ideal     H     SI2  61.9  56.0  4250 6.65 6.63 4.11    1
## 7546  0.93   Premium     E     SI2  60.5  57.0  4250 6.37 6.32 3.84    1
## 7547  1.20   Premium     G     SI2  62.6  61.0  4250 6.73 6.68 4.20    1
## 7548  0.90   Premium     G     VS2  62.1  59.0  4252 6.15 6.09 3.80    1
## 7549  1.04 Very Good     D     SI2  58.2  59.0  4252 6.62 6.67 3.87    1
## 7550  1.02 Very Good     H     SI2  63.4  54.0  4252 6.37 6.43 4.06    1
## 7551  0.72     Ideal     F    VVS1  62.0  56.0  4252 5.73 5.75 3.56    1
## 7552  0.90      Fair     D     SI1  63.8  61.0  4252 6.07 5.99 3.85    1
## 7553  1.04   Premium     I     SI1  62.5  62.0  4252 6.45 6.39 4.01    1
## 7554  0.73     Ideal     D    VVS2  62.2  56.0  4252 5.79 5.73 3.58    1
## 7555  0.91 Very Good     D     SI1  59.3  58.0  4253 6.33 6.38 3.77    1
## 7556  0.92 Very Good     D     SI1  60.7  58.0  4253 6.27 6.39 3.84    1
## 7557  1.05     Ideal     J     SI1  62.3  56.0  4253 6.47 6.50 4.04    1
## 7558  0.90      Good     F     VS2  59.8  61.0  4253 6.18 6.22 3.71    1
## 7559  0.90      Good     F     VS2  63.3  57.0  4253 6.04 6.09 3.84    1
## 7560  0.92 Very Good     E     SI1  63.0  57.0  4254 6.17 6.21 3.90    1
## 7561  0.90 Very Good     H     VS2  60.0  56.0  4255 6.30 6.34 3.79    1
## 7562  1.00 Very Good     F     SI2  62.9  56.0  4255 6.36 6.42 4.02    1
## 7563  1.00 Very Good     F     SI2  59.9  61.0  4255 6.42 6.46 3.86    1
## 7564  1.06 Very Good     I     SI1  62.8  56.0  4255 6.47 6.52 4.08    1
## 7565  1.00   Premium     F     SI2  61.5  58.0  4255 6.38 6.41 3.93    1
## 7566  1.00 Very Good     F     SI2  61.6  62.0  4255 6.30 6.37 3.90    1
## 7567  1.26      Good     J     SI1  63.9  58.0  4255 6.78 6.74 4.32    1
## 7568  1.02     Ideal     G     SI2  61.4  56.0  4255 6.52 6.47 3.99    1
## 7569  0.93 Very Good     F     SI1  59.8  58.0  4256 6.32 6.39 3.80    1
## 7570  1.13   Premium     H     SI1  62.6  60.0  4256 6.68 6.62 4.16    1
## 7571  1.00      Fair     E     SI2  65.2  56.0  4256 6.30 6.12 4.05    1
## 7572  0.91   Premium     E     SI1  62.1  58.0  4256 6.18 6.15 3.83    1
## 7573  1.01      Good     E     SI1  63.8  60.0  4256 6.36 6.31 4.04    1
## 7574  0.91      Good     E     SI1  63.7  64.0  4256 6.09 6.03 3.86    1
## 7575  0.91      Fair     E     SI1  65.0  62.0  4256 6.09 6.04 3.94    1
## 7576  1.01      Fair     H     SI1  65.3  57.0  4256 6.33 6.23 4.10    1
## 7577  1.00     Ideal     H     SI2  62.6  56.0  4256 6.38 6.34 3.98    1
## 7578  1.00      Fair     F     SI1  66.4  57.0  4256 6.21 6.14 4.10    1
## 7579  1.00   Premium     G     SI1  61.8  59.0  4256 6.43 6.38 3.96    1
## 7580  0.91      Good     G     VS2  63.6  58.0  4257 6.10 6.14 3.89    1
## 7581  0.91     Ideal     G     VS2  62.3  57.0  4257 6.18 6.24 3.87    1
## 7582  1.04      Good     F     SI2  58.5  61.0  4257 6.63 6.68 3.89    1
## 7583  1.06      Good     E     SI2  58.8  61.0  4257 6.63 6.67 3.91    1
## 7584  1.01   Premium     F     SI2  61.8  56.0  4257 6.43 6.38 3.96    1
## 7585  0.90 Very Good     H     VS2  63.6  58.0  4258 6.10 6.14 3.89    1
## 7586  0.92      Good     E     SI1  63.7  57.0  4258 6.11 6.14 3.90    1
## 7587  0.92      Good     E     SI1  63.2  58.0  4258 6.16 6.18 3.90    1
## 7588  0.92     Ideal     E     SI1  61.4  54.6  4258 6.25 6.29 3.85    1
## 7589  0.92   Premium     E     SI1  60.9  59.0  4258 6.25 6.27 3.81    1
## 7590  0.73     Ideal     D     VS1  61.9  55.0  4258 5.78 5.81 3.59    1
## 7591  1.00      Good     E     SI2  61.5  61.0  4258 6.35 6.43 3.93    1
## 7592  0.84 Very Good     G    VVS2  60.4  55.0  4259 6.07 6.12 3.68    1
## 7593  1.11     Ideal     J     SI1  62.1  56.0  4259 6.64 6.67 4.13    1
## 7594  1.17   Premium     F     SI2  62.5  57.0  4259 6.80 6.71 4.22    1
## 7595  0.90   Premium     G     VS2  60.8  61.0  4259 6.22 6.12 3.75    1
## 7596  0.90   Premium     E     SI1  62.2  59.0  4259 6.21 6.16 3.88    1
## 7597  0.90   Premium     G     VS2  62.1  59.0  4259 6.20 6.14 3.83    1
## 7598  1.01 Very Good     D     SI2  60.8  61.0  4260 6.45 6.50 3.94    1
## 7599  1.01   Premium     G     SI1  59.2  59.0  4260 6.52 6.58 3.88    1
## 7600  1.01 Very Good     D     SI2  59.8  57.0  4260 6.51 6.57 3.91    1
## 7601  1.01      Good     D     SI2  57.6  62.0  4260 6.56 6.66 3.81    1
## 7602  1.01      Good     D     SI2  61.5  56.0  4260 6.36 6.42 3.93    1
## 7603  1.01 Very Good     D     SI2  58.9  56.0  4260 6.55 6.59 3.87    1
## 7604  1.01 Very Good     D     SI2  61.8  57.0  4260 6.42 6.47 3.98    1
## 7605  1.01      Good     D     SI2  63.1  54.0  4260 6.37 6.43 4.04    1
## 7606  1.00     Ideal     H     SI2  61.2  57.0  4260 6.42 6.45 3.94    1
## 7607  1.01     Ideal     G     SI2  61.7  56.0  4260 6.47 6.43 3.98    1
## 7608  0.90     Ideal     G     SI1  62.5  55.0  4260 6.17 6.21 3.87    1
## 7609  1.01 Very Good     J     VS1  61.3  57.0  4262 6.43 6.50 3.96    1
## 7610  1.01 Very Good     H     SI2  61.5  62.0  4262 6.35 6.44 3.93    1
## 7611  0.80 Very Good     E     VS2  61.6  57.0  4263 5.95 5.97 3.67    1
## 7612  1.01      Fair     I     VS1  64.9  58.0  4263 6.17 6.22 4.02    1
## 7613  1.09     Ideal     H     SI2  62.0  57.0  4264 6.61 6.55 4.08    1
## 7614  0.94   Premium     H     VS2  62.5  58.0  4264 6.26 6.18 3.89    1
## 7615  0.96 Very Good     G     SI1  60.3  57.0  4265 6.35 6.38 3.84    1
## 7616  1.00      Fair     E     SI2  65.9  62.0  4265 6.09 6.02 3.99    1
## 7617  0.91      Good     D     SI1  64.6  58.0  4265 6.02 6.12 3.92    1
## 7618  1.11   Premium     J     VS2  62.6  59.0  4265 6.60 6.56 4.12    1
## 7619  1.00      Good     E     SI2  63.7  61.0  4265 6.27 6.20 3.97    1
## 7620  0.93     Ideal     H     VS1  62.7  54.0  4265 6.25 6.20 3.90    1
## 7621  0.90   Premium     H     VS2  61.7  59.0  4266 6.13 6.19 3.80    1
## 7622  1.06 Very Good     I     SI1  60.4  59.0  4267 6.56 6.61 3.98    1
## 7623  1.06     Ideal     H     SI2  60.6  59.0  4267 6.63 6.60 4.01    1
## 7624  0.91     Ideal     F     SI1  62.3  56.0  4267 6.16 6.19 3.85    1
## 7625  0.90 Very Good     F     VS2  64.2  59.0  4268 6.07 6.11 3.91    1
## 7626  0.80   Premium     G      IF  62.6  58.0  4268 5.89 5.93 3.70    1
## 7627  1.03 Very Good     H     SI2  62.3  57.0  4268 6.43 6.48 4.02    1
## 7628  0.90      Good     F     VS2  65.0  58.0  4268 6.03 6.06 3.93    1
## 7629  0.90      Good     F     VS2  64.5  60.0  4268 6.03 6.07 3.90    1
## 7630  1.21   Premium     J     VS2  62.4  58.0  4268 6.83 6.79 4.25    1
## 7631  1.03     Ideal     F     SI2  62.3  56.0  4268 6.51 6.43 4.03    1
## 7632  1.01   Premium     G     SI2  60.1  59.0  4269 6.45 6.39 3.86    1
## 7633  0.90   Premium     G     VS2  61.7  59.0  4269 6.14 6.22 3.81    1
## 7634  0.90 Very Good     G     VS2  61.9  56.0  4269 6.17 6.23 3.84    1
## 7635  0.90 Very Good     G     VS2  61.3  59.0  4269 6.15 6.21 3.79    1
## 7636  0.90 Very Good     G     VS2  60.9  59.0  4269 6.18 6.24 3.78    1
## 7637  0.90     Ideal     G     VS2  62.6  57.0  4269 6.14 6.20 3.86    1
## 7638  0.90      Good     G     VS2  63.6  58.0  4269 6.08 6.12 3.88    1
## 7639  1.00 Very Good     F     SI2  63.3  58.0  4269 6.26 6.29 3.97    1
## 7640  0.90     Ideal     F     SI1  61.7  55.0  4269 6.19 6.16 3.81    1
## 7641  1.01     Ideal     G     SI2  62.8  56.0  4269 6.40 6.44 4.03    1
## 7642  1.10   Premium     I     SI2  62.6  59.0  4269 6.57 6.53 4.10    1
## 7643  1.21      Good     J     SI2  63.7  55.0  4269 6.81 6.75 4.32    1
## 7644  1.21   Premium     J     SI1  62.6  58.0  4269 6.74 6.71 4.21    1
## 7645  1.01   Premium     G     SI2  60.1  60.0  4270 6.48 6.44 3.88    1
## 7646  1.01 Very Good     F     SI2  63.4  54.0  4270 6.42 6.39 4.06    1
## 7647  0.81     Ideal     F     VS1  61.8  55.0  4270 5.97 6.03 3.71    1
## 7648  1.06     Ideal     I     SI2  61.8  57.0  4270 6.57 6.60 4.07    1
## 7649  1.15   Premium     G     SI2  62.7  58.0  4270 6.71 6.69 4.20    1
## 7650  1.01 Very Good     E     SI2  63.3  57.0  4270 6.39 6.31 4.02    1
## 7651  1.01 Very Good     G     SI1  63.5  60.0  4271 6.41 6.38 3.92    1
## 7652  0.83     Ideal     E     VS2  61.3  56.0  4271 6.06 6.08 3.72    1
## 7653  1.13   Premium     I     SI2  59.9  57.0  4271 6.80 6.76 4.06    1
## 7654  1.11 Very Good     I     SI1  61.9  59.0  4273 6.58 6.64 4.09    1
## 7655  1.11     Ideal     I     SI1  62.4  55.0  4273 6.60 6.64 4.13    1
## 7656  1.00 Very Good     H     SI2  59.7  58.0  4273 6.48 6.55 3.89    1
## 7657  1.00      Good     I     SI1  58.0  58.0  4273 6.56 6.62 3.82    1
## 7658  1.09   Premium     I     SI1  61.7  59.0  4273 6.59 6.53 4.05    1
## 7659  1.09      Fair     I     SI1  56.4  62.0  4273 6.97 6.90 3.90    1
## 7660  1.02   Premium     G     SI1  61.4  55.0  4273 6.51 6.48 3.99    1
## 7661  1.20 Very Good     F     SI2  63.3  59.0  4274 6.70 6.66 4.23    1
## 7662  0.74      Good     D    VVS1  59.2  62.6  4274 5.85 5.87 3.47    1
## 7663  1.01      Good     H     SI1  64.6  56.0  4274 6.17 6.21 4.00    1
## 7664  1.18   Premium     J     SI2  61.3  60.0  4274 6.83 6.78 4.17    1
## 7665  1.00     Ideal     F     SI2  61.8  57.0  4274 6.45 6.36 3.96    1
## 7666  1.03   Premium     H     SI1  62.4  58.0  4274 6.50 6.42 4.03    1
## 7667  0.92   Premium     D     SI1  62.3  58.0  4274 6.27 6.21 3.89    1
## 7668  1.03   Premium     H     SI1  63.0  59.0  4274 6.43 6.40 4.04    1
## 7669  0.96   Premium     D     SI2  60.0  61.0  4274 6.36 6.32 3.81    1
## 7670  1.20   Premium     F     SI2  62.7  60.0  4274 6.73 6.67 4.21    1
## 7671  0.65     Ideal     D    VVS2  60.7  57.0  4275 5.63 5.65 3.42    1
## 7672  1.10     Ideal     J     SI1  62.2  55.0  4275 6.62 6.65 4.13    1
## 7673  1.01   Premium     F     SI1  62.7  54.0  4276 6.42 6.37 4.01    1
## 7674  0.90 Very Good     G     VS2  58.4  61.0  4276 6.33 6.38 3.71    1
## 7675  1.10 Very Good     H     SI1  63.0  58.0  4276 6.53 6.59 4.13    1
## 7676  1.10 Very Good     H     SI1  62.1  58.0  4276 6.59 6.61 4.10    1
## 7677  1.08 Very Good     I     SI1  60.5  60.0  4276 6.61 6.67 4.02    1
## 7678  1.14     Ideal     I     SI2  62.1  55.0  4276 6.71 6.72 4.17    1
## 7679  1.07     Ideal     J     SI1  62.1  56.0  4276 6.54 6.60 4.08    1
## 7680  1.00      Good     H     SI1  64.9  56.0  4276 6.24 6.31 4.07    1
## 7681  1.01      Good     F     SI1  64.2  58.0  4276 6.33 6.31 4.06    1
## 7682  1.01      Good     F     SI1  64.1  60.0  4276 6.21 6.16 3.97    1
## 7683  1.01      Fair     F     SI1  65.9  58.0  4276 6.16 6.10 4.04    1
## 7684  1.01      Fair     F     SI1  67.2  60.0  4276 6.06 6.00 4.05    1
## 7685  1.01      Fair     D     SI1  65.9  60.0  4276 6.32 6.18 4.12    1
## 7686  1.01     Ideal     F     SI1  62.3  55.0  4276 6.38 6.31 3.95    1
## 7687  1.12   Premium     E     SI2  62.4  58.0  4277 6.59 6.64 4.13    1
## 7688  1.29      Fair     G      I1  66.0  58.0  4277 6.82 6.75 4.48    1
## 7689  0.90      Fair     D     VS2  57.4  65.0  4277 6.26 6.29 3.60    1
## 7690  1.04     Ideal     G     SI2  62.0  57.0  4277 6.60 6.53 4.07    1
## 7691  1.04   Premium     G     SI2  60.9  58.0  4277 6.58 6.52 3.99    1
## 7692  1.04   Premium     G     SI2  62.9  58.0  4277 6.47 6.43 4.06    1
## 7693  0.90      Good     E     VS2  64.0  58.0  4278 6.02 6.07 3.87    1
## 7694  1.00     Ideal     J     VS2  61.9  54.0  4278 6.41 6.45 3.98    1
## 7695  0.33     Ideal     E     SI1  62.0  54.0   579 4.41 4.43 2.74    1
## 7696  0.33   Premium     H     VS1  59.2  58.0   579 4.50 4.55 2.68    1
## 7697  0.33     Ideal     G     VS2  61.2  55.0   579 4.46 4.49 2.74    1
## 7698  0.33     Ideal     E     SI1  61.9  57.0   579 4.43 4.46 2.75    1
## 7699  0.32     Ideal     G     VS2  61.5  55.0   580 4.39 4.43 2.71    1
## 7700  0.32     Ideal     H     VS1  61.4  55.0   580 4.43 4.49 2.74    1
## 7701  0.32     Ideal     H     VS1  61.0  56.0   580 4.43 4.45 2.71    1
## 7702  0.26   Premium     F     VS1  59.5  58.0   580 4.22 4.18 2.50    1
## 7703  0.26     Ideal     F     VS1  62.3  56.0   580 4.10 4.08 2.55    1
## 7704  0.26     Ideal     F     VS1  60.9  57.0   580 4.13 4.11 2.51    1
## 7705  0.26   Premium     E     VS1  60.1  60.0   580 4.15 4.10 2.48    1
## 7706  0.26   Premium     E     VS2  62.1  56.0   580 4.13 4.11 2.56    1
## 7707  0.26   Premium     E     VS2  60.4  58.0   580 4.19 4.15 2.52    1
## 7708  0.26     Ideal     E     VS1  61.8  55.0   580 4.13 4.09 2.54    1
## 7709  0.26   Premium     E     VS1  61.9  58.0   580 4.11 4.10 2.54    1
## 7710  0.26     Ideal     D     VS1  62.0  55.0   580 4.12 4.10 2.55    1
## 7711  0.35     Ideal     I     SI2  61.6  55.0   580 4.62 4.53 2.82    1
## 7712  0.32   Premium     E     VS2  59.3  58.0   580 4.45 4.49 2.65    1
## 7713  0.30 Very Good     H    VVS2  63.0  56.0   581 4.24 4.27 2.68    1
## 7714  0.30 Very Good     H    VVS2  62.0  59.0   581 4.27 4.34 2.67    1
## 7715  0.30 Very Good     G     VS1  62.6  56.0   581 4.29 4.31 2.69    1
## 7716  0.30     Ideal     H    VVS2  62.5  55.0   581 4.29 4.32 2.69    1
## 7717  0.30     Ideal     H    VVS2  61.5  56.0   581 4.34 4.38 2.68    1
## 7718  0.38     Ideal     D     SI1  62.3  57.0   581 4.60 4.65 2.88    1
## 7719  0.34      Good     F     SI1  61.9  56.0   581 4.50 4.52 2.79    1
## 7720  0.43   Premium     H      I1  62.0  59.0   581 4.83 4.78 2.98    1
## 7721  0.31      Fair     E     VS2  55.9  62.0   581 4.60 4.56 2.56    1
## 7722  0.38 Very Good     I     SI1  60.2  60.0   581 4.65 4.68 2.81    1
## 7723  0.38     Ideal     I     SI1  62.3  56.0   581 4.58 4.63 2.87    1
## 7724  0.97     Ideal     J     VS1  61.3  57.0  4278 6.37 6.41 3.92    1
## 7725  1.07   Premium     G     SI2  58.5  61.0  4278 6.71 6.59 3.89    1
## 7726  1.07   Premium     G     SI2  59.9  59.0  4278 6.67 6.61 3.98    1
## 7727  1.24   Premium     E     SI2  60.8  57.0  4278 6.98 6.94 4.23    2
## 7728  1.07   Premium     G     SI2  59.8  60.0  4278 6.70 6.65 3.99    1
## 7729  0.91      Good     F     SI1  63.9  55.0  4279 6.10 6.17 3.92    1
## 7730  0.91 Very Good     F     SI1  59.7  55.0  4279 6.33 6.36 3.79    1
## 7731  0.61     Ideal     D    VVS1  62.1  56.0  4279 5.46 5.43 3.38    1
## 7732  1.03     Ideal     F     SI2  61.9  56.0  4280 6.47 6.43 3.99    1
## 7733  1.02     Ideal     I     VS2  60.8  57.0  4281 6.42 6.50 3.93    1
## 7734  1.02     Ideal     I     VS2  62.7  56.0  4281 6.37 6.43 4.01    1
## 7735  0.92 Very Good     G     SI1  61.8  54.0  4281 6.25 6.37 3.90    1
## 7736  0.64     Ideal     D    VVS1  61.5  56.0  4281 5.57 5.59 3.43    1
## 7737  0.98      Fair     G     SI1  64.4  56.0  4281 6.33 6.24 4.03    1
## 7738  1.05      Fair     I     VS1  58.9  66.0  4281 6.71 6.60 3.92    1
## 7739  1.05 Very Good     E     SI2  63.2  59.0  4281 6.43 6.36 4.04    1
## 7740  1.13 Very Good     F     SI2  62.3  59.0  4282 6.65 6.68 4.15    1
## 7741  1.03 Very Good     F     SI1  62.5  59.0  4282 6.41 6.45 4.02    1
## 7742  1.03     Ideal     J     VS2  61.6  57.0  4283 6.52 6.47 4.00    1
## 7743  1.11 Very Good     J     VS2  61.8  56.0  4283 6.59 6.64 4.09    1
## 7744  1.10 Very Good     J     SI2  61.8  58.0  4283 6.60 6.63 4.09    1
## 7745  1.03 Very Good     H     SI2  62.8  59.0  4283 6.40 6.43 4.03    1
## 7746  1.03     Ideal     H     SI2  60.6  56.0  4283 6.53 6.63 3.99    1
## 7747  1.11   Premium     F     SI2  62.1  58.0  4283 6.63 6.51 4.10    1
## 7748  1.07   Premium     E     SI2  60.5  59.0  4284 6.59 6.67 4.01    1
## 7749  0.91      Good     G     VS1  63.4  54.0  4284 6.07 6.24 3.90    1
## 7750  0.91      Good     G     VS1  63.6  60.0  4284 6.03 6.11 3.86    1
## 7751  0.91      Good     G     VS1  63.2  58.0  4284 6.07 6.15 3.86    1
## 7752  0.81   Premium     D     VS1  62.3  58.0  4284 5.94 6.00 3.72    1
## 7753  0.91 Very Good     E     SI1  62.1  60.0  4284 6.21 6.25 3.87    1
## 7754  1.02 Very Good     F     SI2  60.9  58.0  4284 6.43 6.55 3.95    1
## 7755  1.00   Premium     G     SI2  61.8  60.0  4284 6.37 6.34 3.93    1
## 7756  1.50      Fair     J      I1  68.8  57.0  4284 6.94 6.87 4.75    1
## 7757  0.91     Ideal     E     SI1  62.3  57.0  4284 6.21 6.25 3.88    1
## 7758  1.00     Ideal     G     SI2  62.8  57.0  4284 6.37 6.31 3.98    1
## 7759  1.02 Very Good     H     SI2  63.1  59.0  4284 6.43 6.37 4.04    1
## 7760  1.02   Premium     I     SI1  62.7  55.0  4284 6.48 6.41 4.04    1
## 7761  1.02   Premium     H     SI2  62.5  54.0  4284 6.44 6.40 4.01    1
## 7762  1.02   Premium     I     SI1  58.0  58.0  4284 6.84 6.60 3.90    1
## 7763  0.90     Ideal     F     SI1  61.5  56.0  4284 6.25 6.20 3.83    1
## 7764  1.02   Premium     H     SI2  60.9  59.0  4284 6.51 6.46 3.95    1
## 7765  1.02   Premium     H     SI2  59.8  59.0  4284 6.54 6.50 3.90    1
## 7766  1.02     Ideal     H     SI2  61.8  55.0  4284 6.51 6.47 4.01    1
## 7767  1.02   Premium     F     SI2  60.0  60.0  4284 6.57 6.53 3.93    1
## 7768  0.72     Ideal     E    VVS2  62.1  56.0  4285 5.72 5.77 3.57    1
## 7769  1.01      Good     E     SI2  61.4  64.0  4285 6.29 6.42 3.90    1
## 7770  1.02 Very Good     E     SI2  58.7  63.0  4286 6.61 6.55 3.86    1
## 7771  0.90 Very Good     E     SI1  62.9  56.0  4286 6.09 6.12 3.84    1
## 7772  0.92   Premium     G     VS2  61.6  62.0  4287 6.30 6.24 3.86    1
## 7773  0.90 Very Good     E     SI2  59.9  57.0  4288 6.25 6.34 3.77    1
## 7774  0.71      Good     D     VS2  63.6  54.0  4289 5.70 5.75 3.64    1
## 7775  0.91 Very Good     E     SI1  63.9  57.0  4289 6.05 6.12 3.89    1
## 7776  0.90 Very Good     D     SI1  62.1  60.0  4289 6.11 6.19 3.82    1
## 7777  1.04 Very Good     I     SI1  62.0  57.0  4290 6.47 6.50 4.02    1
## 7778  1.04   Premium     I     SI1  61.8  60.0  4290 6.47 6.51 4.01    1
## 7779  1.04     Ideal     H     SI2  61.1  56.0  4290 6.60 6.66 4.05    1
## 7780  1.03     Ideal     G     SI2  62.9  57.0  4290 6.37 6.47 4.04    1
## 7781  1.04      Good     E     SI2  62.3  62.0  4290 6.40 6.44 4.00    1
## 7782  1.12     Ideal     H     SI1  62.7  56.0  4290 6.66 6.61 4.16    1
## 7783  1.02     Ideal     G     SI2  62.7  57.0  4291 6.42 6.44 4.03    1
## 7784  1.02 Very Good     G     SI2  62.9  59.0  4291 6.38 6.40 4.02    1
## 7785  1.02   Premium     G     SI2  62.5  59.0  4291 6.37 6.42 4.00    1
## 7786  1.02 Very Good     G     SI2  61.6  61.0  4291 6.46 6.47 3.98    1
## 7787  0.90 Very Good     D     SI1  61.8  59.0  4291 6.13 6.16 3.80    1
## 7788  1.29   Premium     I     SI2  61.1  62.0  4291 7.00 6.94 4.26    1
## 7789  1.03 Very Good     J     VS1  63.4  58.0  4292 6.36 6.42 4.05    1
## 7790  1.05 Very Good     I     SI1  63.5  58.0  4292 6.46 6.43 4.09    1
## 7791  0.85 Very Good     F     VS1  62.0  55.0  4293 6.08 6.14 3.78    1
## 7792  0.56     Ideal     D      IF  61.9  57.0  4293 5.28 5.31 3.28    1
## 7793  0.91   Premium     H     VS2  60.6  58.0  4293 6.30 6.25 3.80    1
## 7794  1.18 Very Good     J     SI2  63.5  57.0  4294 6.68 6.74 4.26    1
## 7795  1.13   Premium     H     SI2  62.3  59.0  4294 6.68 6.65 4.15    1
## 7796  1.01 Very Good     J     SI1  62.2  57.0  4295 6.35 6.39 3.96    1
## 7797  1.00     Ideal     H     SI2  59.4  55.0  4295 6.59 6.65 3.93    1
## 7798  1.00 Very Good     D     SI2  61.5  63.0  4295 6.32 6.27 3.87    1
## 7799  1.00      Good     D     SI2  57.8  58.0  4295 6.61 6.55 3.80    1
## 7800  1.00 Very Good     D     SI2  63.5  59.0  4295 6.35 6.32 4.02    1
## 7801  1.00      Fair     G     SI1  64.4  57.0  4295 6.32 6.28 4.06    1
## 7802  1.00 Very Good     G     SI1  63.1  56.0  4295 6.41 6.31 4.01    1
## 7803  1.00      Fair     G     SI1  66.2  58.0  4295 6.25 6.15 4.11    1
## 7804  1.00 Very Good     D     SI2  63.3  60.0  4295 6.29 6.19 3.95    1
## 7805  1.00   Premium     D     SI2  60.3  58.0  4295 6.48 6.45 3.90    1
## 7806  1.00   Premium     D     SI2  60.8  60.0  4295 6.45 6.41 3.91    1
## 7807  0.90 Very Good     G     VS2  60.5  60.0  4296 6.20 6.24 3.76    1
## 7808  0.90      Good     G     VS2  61.5  61.0  4296 6.18 6.21 3.81    1
## 7809  1.02     Ideal     H     SI2  60.5  57.0  4297 6.52 6.56 3.95    1
## 7810  0.90 Very Good     G     VS1  62.4  58.0  4297 6.14 6.16 3.84    1
## 7811  0.93   Premium     F     SI1  62.3  58.0  4297 6.22 6.18 3.86    1
## 7812  0.91      Good     H     VS1  63.4  56.0  4298 6.12 6.18 3.90    1
## 7813  1.01 Very Good     F     SI2  61.8  56.0  4298 6.43 6.38 3.96    1
## 7814  1.01   Premium     E     SI1  61.6  59.0  4299 6.44 6.42 3.96    1
## 7815  1.01 Very Good     E     SI2  63.4  59.0  4299 6.32 6.26 3.99    1
## 7816  1.01 Very Good     F     SI2  63.2  58.0  4299 6.43 6.30 4.02    1
## 7817  1.01 Very Good     F     SI2  63.3  57.0  4299 6.39 6.37 4.04    1
## 7818  1.01     Ideal     G     SI2  61.5  57.0  4299 6.50 6.42 3.97    1
## 7819  1.20 Very Good     I     SI1  63.1  61.0  4301 6.65 6.58 4.18    1
## 7820  1.20   Premium     H     SI2  60.8  59.0  4301 6.80 6.75 4.12    1
## 7821  0.96     Ideal     G     SI1  63.0  53.0  4301 6.24 6.21 3.92    1
## 7822  1.01      Good     F     SI2  61.5  62.0  4302 6.41 6.46 3.96    1
## 7823  1.13     Ideal     E     SI2  62.4  56.0  4303 6.66 6.63 4.15    1
## 7824  0.91 Very Good     D     SI1  62.8  57.0  4303 6.12 6.17 3.86    1
## 7825  1.02 Very Good     H     SI2  59.7  58.0  4303 6.53 6.57 3.91    1
## 7826  1.09   Premium     J     VS1  59.3  57.0  4303 6.79 6.74 4.01    1
## 7827  0.77 Very Good     F    VVS1  61.1  57.0  4304 5.91 5.94 3.62    1
## 7828  0.93 Very Good     E     SI1  62.8  56.0  4304 6.19 6.24 3.90    1
## 7829  0.80 Very Good     E    VVS2  62.9  59.0  4304 5.88 5.95 3.72    1
## 7830  1.01 Very Good     F     SI2  59.1  57.0  4304 6.57 6.62 3.90    1
## 7831  0.90     Ideal     D     SI1  60.7  57.0  4304 6.23 6.16 3.76    1
## 7832  0.90 Very Good     D     SI1  63.3  57.0  4304 6.12 6.07 3.86    1
## 7833  0.90   Premium     D     SI1  61.2  60.0  4304 6.19 6.14 3.77    1
## 7834  0.90   Premium     D     SI1  62.7  56.0  4304 6.16 6.12 3.85    1
## 7835  0.90   Premium     D     SI1  61.5  58.0  4304 6.21 6.15 3.80    1
## 7836  0.90 Very Good     D     SI1  61.0  63.0  4304 6.13 6.10 3.73    1
## 7837  0.90 Very Good     D     SI1  63.5  57.0  4304 6.15 6.11 3.89    1
## 7838  0.90   Premium     D     SI1  59.4  62.0  4304 6.24 6.19 3.69    1
## 7839  0.90   Premium     D     SI1  62.7  58.0  4304 6.15 6.09 3.84    1
## 7840  0.90   Premium     D     SI1  62.6  58.0  4304 6.15 6.11 3.84    1
## 7841  1.00      Good     H     VS2  63.6  57.0  4305 6.35 6.26 4.01    1
## 7842  1.01 Very Good     H     SI1  62.5  58.0  4306 6.35 6.38 3.98    1
## 7843  1.01 Very Good     H     SI1  62.3  57.0  4306 6.36 6.42 3.98    1
## 7844  1.13     Ideal     I     SI2  61.7  57.0  4307 6.59 6.70 4.13    1
## 7845  1.11 Very Good     E     SI2  62.3  58.0  4307 6.64 6.68 4.15    1
## 7846  1.07 Very Good     I     SI1  61.8  60.0  4307 6.52 6.56 4.04    1
## 7847  1.00      Good     E     SI2  62.1  61.0  4307 6.36 6.40 3.96    1
## 7848  1.16      Fair     G     SI2  60.1  60.0  4307 6.90 6.72 4.09    1
## 7849  1.00 Very Good     E     SI2  62.5  59.0  4308 6.31 6.37 3.96    1
## 7850  0.98   Premium     F     SI2  61.8  58.0  4308 6.37 6.32 3.92    1
## 7851  1.01   Premium     E     SI2  58.6  58.0  4308 6.66 6.62 3.89    1
## 7852  0.90 Very Good     G     VS2  63.1  56.0  4309 6.14 6.04 3.84    1
## 7853  0.90      Good     G     VS2  63.7  60.0  4309 6.02 5.98 3.82    1
## 7854  0.90      Good     F     VS2  63.6  59.0  4309 6.06 6.11 3.87    1
## 7855  0.90      Good     H     VS1  63.5  59.0  4309 6.10 6.13 3.88    1
## 7856  0.90 Very Good     H     VS1  62.9  58.0  4309 6.06 6.12 3.83    1
## 7857  0.90 Very Good     H     VS1  62.1  59.0  4309 6.09 6.14 3.80    1
## 7858  0.90      Good     F     VS2  63.8  55.0  4309 6.09 6.13 3.90    1
## 7859  0.90   Premium     H     VS1  62.4  58.0  4309 6.15 6.19 3.85    1
## 7860  0.91      Good     H     VS2  59.9  61.0  4309 6.18 6.24 3.72    1
## 7861  0.90   Premium     G     VS2  61.5  60.0  4309 6.16 6.13 3.78    1
## 7862  0.92     Ideal     E     SI2  62.6  57.0  4309 6.22 6.18 3.88    1
## 7863  0.90 Very Good     G     VS2  63.3  54.0  4309 6.19 6.11 3.89    1
## 7864  0.90      Fair     G     VS2  65.8  61.0  4309 5.99 5.96 3.93    1
## 7865  0.90     Ideal     G     VS2  62.4  54.0  4309 6.22 6.19 3.87    1
## 7866  1.04 Very Good     H     SI1  63.2  57.0  4310 6.45 6.40 4.06    1
## 7867  1.21   Premium     F     SI2  62.4  60.0  4310 6.77 6.73 4.21    1
## 7868  0.66 Very Good     D    VVS2  60.7  59.0  4311 5.60 5.67 3.42    1
## 7869  1.00 Very Good     E     SI2  61.9  59.0  4311 6.39 6.43 3.97    1
## 7870  1.00 Very Good     E     SI2  60.7  59.0  4311 6.38 6.44 3.89    1
## 7871  1.00      Fair     D     SI2  64.5  54.0  4312 6.34 6.28 4.07    1
## 7872  1.00 Very Good     E     SI2  62.2  59.0  4312 6.35 6.38 3.96    1
## 7873  1.21 Very Good     J     SI1  62.7  57.0  4312 6.72 6.77 4.23    1
## 7874  1.00 Very Good     E     SI2  60.6  61.0  4312 6.39 6.44 3.89    1
## 7875  1.00      Good     E     SI2  63.3  55.0  4312 6.25 6.29 3.97    1
## 7876  1.12 Very Good     I     SI1  60.6  60.0  4312 6.73 6.77 4.09    1
## 7877  1.10      Good     I     SI1  57.7  60.0  4312 6.82 6.77 3.92    1
## 7878  1.10   Premium     I     SI1  60.4  61.0  4312 6.73 6.69 4.05    1
## 7879  1.00      Fair     H    VVS2  65.3  58.0  4312 6.25 6.18 4.06    1
## 7880  1.00      Fair     H    VVS2  65.1  57.0  4312 6.27 6.23 4.07    1
## 7881  1.00   Premium     H    VVS2  61.9  61.0  4312 6.36 6.31 3.92    1
## 7882  1.00      Fair     G     SI1  64.7  60.0  4312 6.22 6.18 4.01    1
## 7883  1.00      Fair     F     VS2  68.3  58.0  4312 5.98 5.95 4.08    1
## 7884  1.00      Good     D     SI1  64.3  62.0  4312 6.18 6.13 3.96    1
## 7885  1.00     Ideal     H     SI2  61.4  56.0  4312 6.46 6.41 3.95    1
## 7886  0.91   Premium     H     VS2  61.8  60.0  4313 6.18 6.22 3.83    1
## 7887  1.01 Very Good     I     SI1  63.1  57.0  4313 6.32 6.36 4.00    1
## 7888  1.06     Ideal     I     SI1  62.2  56.0  4313 6.49 6.53 4.05    1
## 7889  1.07     Ideal     H     SI2  59.2  57.0  4314 6.70 6.64 3.95    1
## 7890  0.81     Ideal     E     VS2  62.0  57.0  4314 5.96 5.98 3.70    1
## 7891  0.90     Ideal     G     SI2  60.7  57.0  4314 6.19 6.33 3.80    1
## 7892  1.07   Premium     I     SI1  60.7  61.0  4314 6.60 6.55 3.99    1
## 7893  1.07 Very Good     E     SI1  60.4  63.0  4314 6.67 6.60 4.01    1
## 7894  1.03 Very Good     G     SI2  63.0  57.0  4315 6.40 6.42 4.04    1
## 7895  0.90 Very Good     E     SI1  62.6  58.0  4315 6.11 6.15 3.84    1
## 7896  0.90 Very Good     E     SI1  62.6  61.0  4315 6.06 6.11 3.81    1
## 7897  0.90 Very Good     E     SI1  63.0  56.0  4315 6.11 6.15 3.86    1
## 7898  1.15     Ideal     H     SI2  60.5  56.0  4315 6.83 6.80 4.13    1
## 7899  0.81     Ideal     D     VS2  59.5  60.0  4315 6.08 6.15 3.64    1
## 7900  1.09     Ideal     I     SI2  60.3  57.0  4315 6.64 6.70 4.02    1
## 7901  0.90      Good     E     VS2  64.2  59.0  4315 6.02 6.10 3.89    1
## 7902  1.11   Premium     J     VS2  59.9  60.0  4315 6.78 6.71 4.04    1
## 7903  0.91 Very Good     G     VS2  59.5  58.0  4316 6.26 6.34 3.75    1
## 7904  1.00 Very Good     H     SI2  61.7  55.0  4316 6.40 6.46 3.97    1
## 7905  1.11 Very Good     J     SI1  62.4  57.7  4316 6.57 6.64 4.12    1
## 7906  1.01     Ideal     I     SI1  62.2  56.0  4316 6.35 6.42 3.97    1
## 7907  1.04 Very Good     H     SI1  63.1  58.0  4316 6.43 6.37 4.04    1
## 7908  1.04   Premium     H     SI1  62.1  56.0  4316 6.48 6.41 4.01    1
## 7909  1.01   Premium     F     SI2  59.6  59.0  4317 6.59 6.52 3.91    1
## 7910  0.91     Ideal     I     VS2  61.6  55.0  4317 6.21 6.28 3.85    1
## 7911  0.93     Ideal     H     SI1  61.7  55.0  4317 6.26 6.29 3.87    1
## 7912  1.01      Fair     F     SI2  65.3  59.0  4317 6.28 6.24 4.09    1
## 7913  0.84 Very Good     F    VVS2  60.4  62.0  4318 6.10 6.15 3.70    1
## 7914  1.08   Premium     G     SI2  60.7  60.0  4318 6.64 6.61 4.02    1
## 7915  0.90     Ideal     F     SI1  62.0  57.0  4318 6.21 6.25 3.86    1
## 7916  1.02      Good     D     SI2  61.5  61.0  4318 6.34 6.41 3.92    1
## 7917  1.08   Premium     G     SI2  59.8  57.0  4318 6.72 6.66 4.00    1
## 7918  1.08 Very Good     G     SI2  63.2  57.0  4318 6.54 6.50 4.12    1
## 7919  1.05   Premium     G     SI2  62.5  60.0  4318 6.50 6.45 4.05    1
## 7920  1.05   Premium     G     SI2  61.3  58.0  4318 6.60 6.55 4.03    1
## 7921  1.05 Very Good     G     SI2  63.2  54.0  4318 6.52 6.49 4.11    1
## 7922  1.05   Premium     G     SI2  61.6  60.0  4318 6.56 6.49 4.02    1
## 7923  1.02   Premium     F     SI2  60.3  59.0  4318 6.53 6.50 3.93    1
## 7924  0.84   Premium     E     VS1  59.7  59.0  4318 6.16 6.13 3.67    1
## 7925  1.02 Very Good     F     SI2  63.0  58.0  4319 6.37 6.43 4.03    1
## 7926  1.02     Ideal     F     SI2  62.4  57.0  4319 6.40 6.43 4.00    1
## 7927  1.00   Premium     G     SI2  61.8  58.0  4319 6.39 6.43 3.96    1
## 7928  1.02     Ideal     H     SI2  60.7  57.0  4319 6.51 6.54 3.96    1
## 7929  1.07   Premium     F     SI2  58.2  58.0  4319 6.79 6.72 3.93    1
## 7930  1.07     Ideal     I     VS2  61.1  57.0  4319 6.66 6.60 4.05    1
## 7931  1.16   Premium     G     SI2  62.0  59.0  4320 6.74 6.62 4.14    1
## 7932  0.90 Very Good     G     SI1  62.4  59.0  4320 6.10 6.15 3.82    1
## 7933  0.65     Ideal     D    VVS1  61.9  56.0  4320 5.53 5.56 3.43    1
## 7934  1.01   Premium     H     SI1  62.7  59.0  4320 6.33 6.27 3.95    1
## 7935  1.01      Good     H     SI1  60.3  64.0  4320 6.52 6.49 3.92    1
## 7936  1.01   Premium     H     SI1  60.6  61.0  4320 6.39 6.35 3.86    1
## 7937  1.45      Fair     F      I1  64.8  67.0  4320 7.16 7.00 4.64    1
## 7938  1.07 Very Good     G     SI2  62.9  59.0  4321 6.51 6.58 4.12    1
## 7939  0.90   Premium     H     VS2  60.4  59.0  4321 6.24 6.27 3.78    1
## 7940  1.00 Very Good     E     SI2  59.8  58.0  4321 6.47 6.53 3.89    1
## 7941  1.00 Very Good     E     SI2  59.6  59.0  4321 6.48 6.51 3.87    1
## 7942  1.00 Very Good     E     SI2  63.9  57.0  4321 6.24 6.27 4.00    1
## 7943  1.04   Premium     F     SI2  62.8  55.0  4321 6.48 6.41 4.05    1
## 7944  1.04      Good     F     SI2  64.2  56.0  4321 6.39 6.36 4.09    1
## 7945  1.12   Premium     I     VS2  62.4  58.0  4321 6.63 6.59 4.13    1
## 7946  1.06      Good     E     SI2  63.9  60.0  4321 6.45 6.41 4.11    1
## 7947  1.09 Very Good     D     SI2  59.2  63.0  4322 6.71 6.67 3.96    1
## 7948  1.09   Premium     G     SI1  62.5  59.0  4322 6.56 6.53 4.09    1
## 7949  1.09   Premium     G     SI1  61.8  59.0  4322 6.59 6.53 4.06    1
## 7950  1.16 Very Good     J     VS2  63.7  56.0  4323 6.63 6.68 4.24    1
## 7951  0.70     Ideal     D     VS1  61.4  57.0  4323 5.71 5.76 3.52    1
## 7952  0.70     Ideal     D     VS1  61.5  57.0  4323 5.68 5.71 3.50    1
## 7953  1.04     Ideal     H     SI2  60.3  57.0  4323 6.54 6.59 3.96    1
## 7954  0.90 Very Good     H     VS1  62.2  57.0  4324 6.10 6.15 3.81    1
## 7955  0.90 Very Good     H     VS1  63.2  59.0  4324 6.08 6.11 3.85    1
## 7956  0.90 Very Good     H     VS1  62.2  59.0  4324 6.14 6.18 3.83    1
## 7957  1.17   Premium     F     SI2  59.6  60.0  4324 6.88 6.85 4.09    1
## 7958  1.27      Good     F      I1  59.2  64.0  4324 7.06 6.99 4.16    1
## 7959  0.90     Ideal     F     SI1  60.7  57.0  4324 6.25 6.21 3.78    1
## 7960  0.93 Very Good     E     SI2  60.5  57.0  4325 6.32 6.37 3.84    1
## 7961  0.71     Ideal     D    VVS2  61.6  54.0  4325 5.74 5.78 3.55    1
## 7962  0.68     Ideal     D    VVS1  61.3  57.0  4325 5.66 5.69 3.48    1
## 7963  0.84     Ideal     G     VS1  61.8  56.0  4325 6.02 6.11 3.75    1
## 7964  1.12     Ideal     J     SI2  62.5  57.0  4325 6.63 6.59 4.13    1
## 7965  1.03     Ideal     H     SI2  61.1  57.0  4325 6.48 6.52 3.97    1
## 7966  0.92     Ideal     H     SI1  60.5  57.0  4325 6.27 6.32 3.81    1
## 7967  1.03      Good     H     SI1  63.1  56.0  4326 6.35 6.39 4.02    1
## 7968  1.03 Very Good     H     SI1  58.6  61.0  4326 6.60 6.64 3.88    1
## 7969  1.01      Good     G     SI1  63.2  55.0  4326 6.32 6.40 4.02    1
## 7970  0.92      Good     F     SI1  64.0  56.0  4326 6.12 6.17 3.93    1
## 7971  1.03   Premium     I     SI1  62.0  58.0  4326 6.47 6.43 4.00    1
## 7972  1.16   Premium     J     SI1  62.2  58.0  4326 6.75 6.68 4.18    1
## 7973  1.16   Premium     I     SI2  62.1  58.0  4326 6.78 6.71 4.19    1
## 7974  1.03 Very Good     E     SI2  60.7  63.0  4326 6.48 6.44 3.92    1
## 7975  1.01   Premium     G     SI2  62.4  59.0  4327 6.39 6.34 3.97    1
## 7976  1.01      Good     G     SI2  63.8  56.0  4327 6.32 6.28 4.02    1
## 7977  0.92 Very Good     D     SI2  61.6  58.0  4327 6.19 6.22 3.82    1
## 7978  0.82     Ideal     D     VS2  62.4  54.0  4327 5.99 6.02 3.75    1
## 7979  1.01   Premium     G     SI2  62.0  58.0  4327 6.41 6.37 3.96    1
## 7980  1.01   Premium     G     SI2  62.7  58.0  4327 6.44 6.38 4.02    1
## 7981  1.01   Premium     G     SI2  60.5  58.0  4327 6.55 6.47 3.94    1
## 7982  1.01   Premium     G     SI2  61.9  59.0  4327 6.46 6.39 3.98    1
## 7983  1.01     Ideal     G     SI2  59.6  57.0  4327 6.59 6.54 3.91    1
## 7984  1.01   Premium     G     SI2  60.1  59.0  4327 6.55 6.46 3.91    1
## 7985  1.01     Ideal     G     SI2  60.5  58.0  4327 6.52 6.48 3.93    1
## 7986  1.01   Premium     G     SI2  60.4  59.0  4327 6.57 6.52 3.95    1
## 7987  1.01   Premium     G     SI2  62.5  60.0  4327 6.39 6.34 3.98    1
## 7988  1.01   Premium     G     SI2  61.0  58.0  4327 6.48 6.43 3.94    1
## 7989  1.01   Premium     G     SI2  60.1  61.0  4327 6.60 6.55 3.95    1
## 7990  0.90 Very Good     H     VS2  62.3  59.0  4328 6.10 6.17 3.82    1
## 7991  0.90 Very Good     H     VS1  62.5  58.0  4328 6.08 6.14 3.82    1
## 7992  1.00      Fair     F     SI1  67.1  57.0  4328 6.06 6.10 4.08    1
## 7993  1.15   Premium     E     SI2  62.5  58.0  4328 6.72 6.65 4.18    1
## 7994  1.15   Premium     E     SI2  61.7  60.0  4328 6.78 6.70 4.16    1
## 7995  1.03      Fair     I     VS1  57.6  58.0  4328 6.67 6.58 3.81    1
## 7996  1.03   Premium     E     SI2  61.4  58.0  4328 6.49 6.45 3.97    1
## 7997  1.50      Fair     I     SI2  70.1  58.0  4328 6.96 6.85 4.84    1
## 7998  0.92     Ideal     H     VS1  60.9  57.0  4328 6.33 6.29 3.84    1
## 7999  1.19 Very Good     J     SI2  63.4  56.8  4329 6.70 6.79 4.27    1
## 8000  1.04   Premium     D     SI2  58.2  59.0  4330 6.67 6.62 3.87    1
## 8001  1.01   Premium     E     SI1  61.7  56.0  4330 6.44 6.39 3.96    1
## 8002  1.05     Ideal     H     SI2  61.2  57.0  4331 6.55 6.62 4.03    1
## 8003  1.05     Ideal     H     SI2  61.2  57.0  4331 6.54 6.59 4.02    1
## 8004  1.25   Premium     J     SI2  62.3  59.0  4331 6.82 6.86 4.26    1
## 8005  1.19   Premium     H     SI2  61.9  58.0  4332 6.84 6.77 4.21    1
## 8006  0.91   Premium     E     SI1  62.1  58.0  4332 6.15 6.18 3.83    1
## 8007  1.04 Very Good     H     SI2  60.2  60.0  4332 6.52 6.57 3.94    1
## 8008  1.01 Very Good     F     SI2  62.2  58.0  4332 6.33 6.38 3.95    1
## 8009  1.01 Very Good     F     SI2  62.1  58.0  4332 6.35 6.41 3.96    1
## 8010  1.06     Ideal     I     SI1  62.8  56.0  4333 6.52 6.47 4.08    1
## 8011  1.08     Ideal     H     SI1  62.2  57.0  4333 6.56 6.60 4.09    1
## 8012  0.96     Ideal     F     VS1  61.7  56.0  4333 6.40 6.34 3.93    1
## 8013  1.00   Premium     F     SI2  62.9  56.0  4333 6.42 6.36 4.02    1
## 8014  1.00   Premium     F     SI2  59.9  61.0  4333 6.46 6.42 3.86    1
## 8015  1.00   Premium     F     SI2  61.6  62.0  4333 6.37 6.30 3.90    1
## 8016  0.91 Very Good     F     SI2  62.5  58.0  4334 6.10 6.16 3.83    1
## 8017  0.88     Ideal     H    VVS1  62.0  59.0  4334 6.12 6.13 3.80    1
## 8018  0.90   Premium     E     VS2  62.9  58.0  4334 6.15 6.12 3.86    1
## 8019  0.90      Good     D     VS2  62.6  65.0  4334 6.10 6.04 3.80    1
## 8020  0.90   Premium     E     SI1  63.0  59.0  4334 6.13 6.10 3.85    1
## 8021  0.78     Ideal     D     VS1  62.1  55.0  4336 5.90 5.95 3.68    1
## 8022  1.01     Ideal     I     SI2  62.5  57.0  4336 6.38 6.45 4.01    1
## 8023  0.39      Good     J     VS2  63.3  56.0   581 4.60 4.63 2.92    1
## 8024  0.39     Ideal     J     VS2  61.4  57.0   581 4.66 4.72 2.88    1
## 8025  0.39 Very Good     G     SI2  62.7  54.0   581 4.64 4.71 2.93    1
## 8026  0.38   Premium     I     SI1  60.5  58.0   581 4.67 4.72 2.84    1
## 8027  0.39   Premium     J     VS2  61.3  60.0   581 4.65 4.68 2.86    1
## 8028  0.25     Ideal     G    VVS1  61.7  56.0   582 4.05 4.07 2.51    1
## 8029  0.25     Ideal     G    VVS1  62.6  55.0   582 4.03 4.04 2.52    1
## 8030  0.25     Ideal     G    VVS1  62.6  56.0   582 4.01 4.05 2.52    1
## 8031  0.31     Ideal     E     SI1  62.1  56.0   582 4.35 4.38 2.71    1
## 8032  0.25     Ideal     G      IF  61.1  57.0   582 4.06 4.07 2.48    1
## 8033  0.25 Very Good     F    VVS2  61.2  55.0   583 4.10 4.14 2.52    1
## 8034  0.23 Very Good     F    VVS2  61.4  56.0   583 3.94 3.97 2.43    1
## 8035  0.23 Very Good     F    VVS2  61.5  56.0   583 3.95 4.00 2.44    1
## 8036  0.23 Very Good     F    VVS2  61.6  57.0   583 3.96 3.99 2.45    1
## 8037  0.23 Very Good     F    VVS1  61.8  57.0   583 3.94 3.96 2.44    1
## 8038  0.23 Very Good     F    VVS1  62.3  55.0   583 3.93 3.96 2.46    1
## 8039  0.23 Very Good     F    VVS1  62.8  54.0   583 3.92 3.94 2.47    1
## 8040  0.23 Very Good     E    VVS1  62.4  54.0   583 3.95 3.98 2.47    1
## 8041  0.23 Very Good     E    VVS1  62.2  57.0   583 3.93 3.96 2.45    1
## 8042  0.36 Very Good     H     VS2  61.0  55.0   583 4.62 4.66 2.83    1
## 8043  0.27     Ideal     F    VVS2  60.0  62.0   583 4.21 4.22 2.53    1
## 8044  0.27     Ideal     F     VS2  61.9  54.0   583 4.14 4.16 2.57    1
## 8045  0.27     Ideal     F     VS2  61.8  53.0   583 4.18 4.20 2.59    1
## 8046  0.37     Ideal     F     SI1  61.3  55.0   583 4.61 4.65 2.84    1
## 8047  0.37   Premium     J     VS2  61.1  60.0   583 4.63 4.60 2.82    1
## 8048  0.37   Premium     J     VS2  60.7  60.0   583 4.68 4.65 2.83    1
## 8049  0.31     Ideal     G     VS1  61.9  55.0   583 4.36 4.37 2.70    1
## 8050  0.31      Good     G     VS1  63.3  57.0   583 4.28 4.31 2.72    1
## 8051  0.31      Good     F     VS2  63.5  55.0   583 4.31 4.32 2.74    1
## 8052  0.31     Ideal     F     VS2  61.6  56.0   583 4.35 4.38 2.69    1
## 8053  1.01     Ideal     I     SI2  62.4  57.0  4336 6.37 6.41 3.99    1
## 8054  0.74      Good     F    VVS1  58.4  60.0  4336 6.03 6.06 3.53    1
## 8055  1.01 Very Good     J     VS2  60.6  59.0  4337 6.42 6.45 3.90    1
## 8056  0.91     Ideal     H     SI1  62.0  56.0  4337 6.19 6.22 3.85    1
## 8057  1.21   Premium     I     SI2  59.9  61.0  4337 6.89 6.85 4.11    1
## 8058  1.01 Very Good     D     SI2  63.1  54.0  4338 6.43 6.37 4.04    1
## 8059  1.01      Good     D     SI2  63.6  57.0  4338 6.34 6.30 4.02    1
## 8060  1.01   Premium     D     SI2  60.8  61.0  4338 6.50 6.45 3.94    1
## 8061  1.01      Good     D     SI2  57.6  62.0  4338 6.66 6.56 3.81    1
## 8062  1.01   Premium     G     SI1  59.2  59.0  4338 6.58 6.52 3.88    1
## 8063  1.23   Premium     J     VS2  58.0  61.0  4338 7.07 7.03 4.09    1
## 8064  1.01   Premium     G     SI1  62.6  60.0  4338 6.39 6.35 3.99    1
## 8065  1.01   Premium     D     SI2  61.8  57.0  4338 6.47 6.42 3.98    1
## 8066  1.01   Premium     G     SI1  63.0  59.0  4338 6.32 6.27 3.96    1
## 8067  1.01   Premium     D     SI2  62.6  60.0  4338 6.40 6.37 4.00    1
## 8068  1.01   Premium     G     SI1  62.8  59.0  4338 6.33 6.29 3.96    1
## 8069  0.72 Very Good     E    VVS1  60.8  58.0  4339 5.79 5.83 3.53    1
## 8070  1.01      Good     F     SI1  63.4  55.0  4339 6.35 6.42 4.05    1
## 8071  1.01      Good     F     SI1  64.2  58.0  4339 6.24 6.29 4.02    1
## 8072  1.07 Very Good     G     SI2  64.6  60.0  4340 6.35 6.40 4.12    1
## 8073  1.00   Premium     F     SI2  61.5  60.0  4340 6.35 6.33 3.90    1
## 8074  1.25   Premium     I     SI2  60.1  60.0  4340 6.99 6.95 4.19    1
## 8075  1.25   Premium     G     SI2  61.1  58.0  4340 6.96 6.91 4.24    1
## 8076  1.02 Very Good     H     SI2  62.6  57.0  4341 6.42 6.46 4.03    1
## 8077  0.70     Ideal     F    VVS1  62.4  55.0  4341 5.65 5.69 3.54    1
## 8078  1.02   Premium     G     SI1  61.3  58.0  4341 6.47 6.45 3.96    1
## 8079  0.95   Premium     D     SI2  60.1  61.0  4341 6.37 6.35 3.82    1
## 8080  1.08     Ideal     H     SI2  62.1  56.0  4344 6.54 6.60 4.08    1
## 8081  1.04     Ideal     I     SI1  61.7  57.0  4344 6.49 6.54 4.02    1
## 8082  0.91      Good     E     VS2  63.1  58.0  4345 6.13 6.19 3.89    1
## 8083  1.52   Premium     G      I1  62.3  60.0  4345 7.34 7.28 4.56    1
## 8084  1.01 Very Good     J     SI1  61.9  58.0  4346 6.36 6.40 3.95    1
## 8085  1.20      Good     D      I1  63.6  60.0  4346 6.72 6.67 4.26    1
## 8086  1.03     Ideal     J     SI2  60.6  56.0  4347 6.58 6.57 3.99    1
## 8087  1.15   Premium     J     SI1  62.3  55.0  4347 6.76 6.66 4.18    1
## 8088  1.15   Premium     I     SI2  62.6  57.0  4347 6.73 6.69 4.20    1
## 8089  1.15     Ideal     J     SI1  61.8  57.0  4347 6.73 6.67 4.14    1
## 8090  1.02 Very Good     H     SI1  62.8  59.0  4348 6.33 6.38 3.99    1
## 8091  1.00 Very Good     D     SI2  62.3  56.0  4348 6.33 6.39 3.96    1
## 8092  1.13 Very Good     I     VS2  61.6  57.0  4348 6.73 6.78 4.16    1
## 8093  1.01   Premium     H     VS2  58.1  60.0  4348 6.61 6.55 3.82    1
## 8094  1.09 Very Good     H     SI2  60.9  57.0  4349 6.64 6.69 4.06    1
## 8095  1.13   Premium     H     SI2  59.4  58.0  4350 6.74 6.80 4.02    1
## 8096  0.92   Premium     D     SI1  62.3  58.0  4350 6.21 6.27 3.89    1
## 8097  0.78     Ideal     D     VS1  62.2  57.0  4350 5.86 5.90 3.66    1
## 8098  1.01     Ideal     G     SI2  62.1  57.0  4350 6.48 6.44 4.01    1
## 8099  0.93 Very Good     H     VS2  62.8  59.0  4351 6.13 6.16 3.86    1
## 8100  0.90     Ideal     D     SI1  61.6  56.0  4351 6.19 6.21 3.82    1
## 8101  1.01 Very Good     E     SI2  60.4  60.0  4352 6.48 6.57 3.94    1
## 8102  0.91   Premium     D     SI1  63.0  59.0  4352 6.15 6.11 3.86    1
## 8103  1.34 Very Good     H     SI2  61.1  63.0  4352 7.08 7.01 4.30    1
## 8104  1.18 Very Good     J     SI2  62.2  58.0  4353 6.74 6.79 4.21    1
## 8105  1.27   Premium     G     SI2  62.4  56.0  4353 6.93 6.88 4.32    1
## 8106  1.02     Ideal     H     SI2  61.9  56.0  4353 6.47 6.51 4.02    1
## 8107  0.90      Good     E     VS1  64.8  54.0  4353 6.12 6.07 3.95    1
## 8108  1.02 Very Good     J     VS2  63.9  57.9  4354 6.28 6.33 4.03    1
## 8109  1.10   Premium     H     SI1  62.1  58.0  4354 6.61 6.59 4.10    1
## 8110  1.05   Premium     F     SI2  60.4  57.0  4354 6.61 6.54 3.97    1
## 8111  1.08     Ideal     I     SI1  61.4  57.0  4355 6.67 6.62 4.08    1
## 8112  0.90   Premium     H     VS2  61.2  61.0  4355 6.18 6.08 3.75    1
## 8113  1.01     Ideal     E     SI2  62.1  56.0  4355 6.39 6.43 3.98    1
## 8114  1.01   Premium     E     SI2  62.5  60.0  4355 6.39 6.42 4.00    1
## 8115  1.01 Very Good     E     SI2  61.8  56.0  4355 6.42 6.50 3.99    1
## 8116  1.01 Very Good     E     SI2  62.4  58.0  4355 6.36 6.42 3.99    1
## 8117  1.01 Very Good     E     SI2  59.6  61.0  4355 6.56 6.59 3.92    1
## 8118  1.01 Very Good     E     SI2  62.8  57.0  4355 6.35 6.38 4.00    1
## 8119  1.01      Good     E     SI2  63.3  58.0  4355 6.37 6.39 4.04    1
## 8120  1.01 Very Good     F     SI2  63.4  56.0  4355 6.40 6.34 4.04    1
## 8121  1.01   Premium     I     SI1  62.3  58.0  4355 6.44 6.40 4.00    1
## 8122  0.97      Good     I     VS2  64.5  61.0  4355 6.16 6.21 3.99    1
## 8123  0.90   Premium     H    VVS2  60.3  61.0  4355 6.25 6.22 3.76    1
## 8124  0.90   Premium     H    VVS2  62.0  58.0  4355 6.16 6.13 3.81    1
## 8125  1.08   Premium     I     SI1  60.5  60.0  4355 6.67 6.61 4.02    1
## 8126  1.01      Fair     H    VVS2  65.0  55.0  4355 6.31 6.27 4.09    1
## 8127  1.01   Premium     H     SI2  61.3  59.0  4355 6.47 6.41 3.95    1
## 8128  0.96     Ideal     G     SI1  62.6  57.0  4355 6.28 6.24 3.92    1
## 8129  0.96     Ideal     G     SI1  63.0  54.0  4355 6.27 6.24 3.94    1
## 8130  1.01      Good     F     SI1  63.6  58.0  4355 6.36 6.28 4.02    1
## 8131  1.01   Premium     I     SI1  61.9  58.0  4355 6.48 6.42 3.99    1
## 8132  1.01   Premium     G     SI2  59.5  55.0  4355 6.59 6.53 3.90    1
## 8133  1.10 Very Good     I     SI1  62.7  58.0  4356 6.54 6.58 4.11    1
## 8134  1.02      Good     F     SI2  59.2  58.0  4356 6.51 6.56 3.87    1
## 8135  1.01     Ideal     H     SI2  61.7  56.0  4357 6.41 6.46 3.97    1
## 8136  1.06      Good     F     SI2  62.2  61.0  4357 6.47 6.53 4.04    1
## 8137  0.91   Premium     G     VS2  60.8  56.0  4357 6.28 6.21 3.80    1
## 8138  0.90 Very Good     G     VS1  62.4  55.0  4358 6.11 6.17 3.83    1
## 8139  1.02     Ideal     H     SI2  61.0  58.0  4360 6.50 6.54 3.98    1
## 8140  0.91     Ideal     G     SI2  61.0  57.0  4360 6.25 6.28 3.82    1
## 8141  1.13   Premium     F     SI2  62.3  59.0  4360 6.68 6.65 4.15    1
## 8142  1.10      Good     D     SI2  57.0  62.0  4361 6.91 6.84 3.92    1
## 8143  1.10 Very Good     D     SI2  58.6  63.0  4361 6.76 6.69 3.94    1
## 8144  1.09     Ideal     J     VS2  62.0  54.0  4361 6.64 6.61 4.11    1
## 8145  0.70 Very Good     D    VVS1  63.4  59.0  4362 5.63 5.64 3.57    1
## 8146  1.03   Premium     I     SI1  61.6  59.0  4362 6.46 6.49 3.99    1
## 8147  1.08 Very Good     G     SI2  60.3  58.0  4362 6.65 6.72 4.03    1
## 8148  1.01   Premium     G     SI2  62.4  58.0  4362 6.38 6.41 3.99    1
## 8149  0.72     Ideal     F    VVS1  61.0  56.0  4362 5.78 5.80 3.53    1
## 8150  0.80     Ideal     F     VS1  62.2  56.0  4362 5.93 5.96 3.70    1
## 8151  0.90      Good     D     SI1  61.1  62.0  4362 6.20 6.24 3.80    1
## 8152  1.07   Premium     E     SI2  60.5  59.0  4362 6.67 6.59 4.01    1
## 8153  0.71 Very Good     D    VVS2  61.0  56.0  4363 5.75 5.79 3.52    1
## 8154  1.01 Very Good     E     SI2  63.5  55.0  4363 6.32 6.38 4.03    1
## 8155  1.05   Premium     F     SI2  61.7  60.0  4363 6.58 6.49 4.03    1
## 8156  1.02     Ideal     G     SI2  62.6  58.0  4363 6.42 6.40 4.01    1
## 8157  0.85     Ideal     E     SI1  61.6  57.0  4363 6.07 6.10 3.75    1
## 8158  1.05   Premium     F     SI2  62.8  55.0  4363 6.55 6.48 4.09    1
## 8159  1.05   Premium     F     SI2  62.3  56.0  4363 6.55 6.51 4.07    1
## 8160  1.04 Very Good     F     SI2  62.4  54.0  4364 6.46 6.53 4.05    1
## 8161  1.05     Ideal     J     SI2  61.3  56.0  4364 6.56 6.59 4.03    1
## 8162  0.96   Premium     E     SI1  58.7  62.0  4365 6.41 6.39 3.76    1
## 8163  0.84   Premium     D     VS1  60.6  57.0  4365 6.15 6.06 3.70    1
## 8164  1.07   Premium     F     SI2  61.7  58.0  4366 6.55 6.58 4.05    1
## 8165  1.07   Premium     F     SI2  61.8  58.0  4366 6.51 6.57 4.04    1
## 8166  1.02     Ideal     G     SI2  62.0  55.0  4366 6.40 6.51 4.00    1
## 8167  0.94     Ideal     E     SI2  60.9  57.0  4366 6.34 6.36 3.87    1
## 8168  1.20     Ideal     I     SI1  62.2  57.0  4368 6.80 6.77 4.22    1
## 8169  1.50      Fair     I      I1  71.3  58.0  4368 6.85 6.81 4.87    1
## 8170  1.20      Fair     I     SI1  66.2  59.0  4368 6.55 6.47 4.31    1
## 8171  1.04     Ideal     H     SI2  61.8  55.0  4368 6.54 6.50 4.03    1
## 8172  1.04   Premium     H     SI1  60.4  59.0  4368 6.59 6.55 3.97    1
## 8173  1.20     Ideal     H     SI2  61.1  57.0  4368 6.90 6.81 4.19    1
## 8174  1.02      Good     F     SI2  61.4  61.0  4368 6.40 6.44 3.94    1
## 8175  1.04   Premium     I     SI1  62.0  57.0  4368 6.50 6.47 4.02    1
## 8176  1.04   Premium     I     SI1  61.8  60.0  4368 6.51 6.47 4.01    1
## 8177  1.04   Premium     H     SI2  61.5  59.0  4368 6.54 6.51 4.01    1
## 8178  1.20   Premium     H     SI2  62.5  58.0  4368 6.74 6.69 4.20    1
## 8179  1.30   Premium     H     SI2  60.7  59.0  4368 7.06 7.00 4.27    1
## 8180  1.20      Fair     H     SI2  64.8  58.0  4368 6.61 6.56 4.27    1
## 8181  1.00   Premium     G     SI2  61.8  59.0  4368 6.38 6.33 3.93    1
## 8182  1.04   Premium     H     SI2  58.6  60.0  4368 6.67 6.63 3.90    1
## 8183  1.00      Fair     H     VS1  65.4  61.0  4368 6.22 6.17 4.05    1
## 8184  1.04     Ideal     H     SI2  61.1  56.0  4368 6.66 6.60 4.05    1
## 8185  1.00      Fair     H     VS1  57.4  68.0  4368 6.52 6.47 3.73    1
## 8186  0.51      Fair     F    VVS2  60.7  66.0  4368 5.21 5.11 3.13    1
## 8187  0.90 Very Good     G     VS2  62.5  58.0  4369 6.10 6.15 3.83    1
## 8188  1.01 Very Good     H     SI1  62.6  58.0  4369 6.34 6.44 4.00    1
## 8189  0.70     Ideal     D    VVS2  62.0  53.4  4369 5.69 5.72 3.54    1
## 8190  0.90     Ideal     H     VS2  62.5  53.0  4369 6.17 6.22 3.87    1
## 8191  1.01      Good     F     SI1  65.5  58.0  4369 6.11 6.25 4.05    1
## 8192  0.91 Very Good     H     VS1  62.1  59.0  4370 6.17 6.20 3.84    1
## 8193  0.90      Good     F     VS2  62.4  58.0  4370 6.08 6.10 3.80    1
## 8194  0.90      Good     F     VS2  63.1  57.0  4370 6.13 6.16 3.88    1
## 8195  1.02   Premium     G     SI2  62.9  59.0  4370 6.40 6.38 4.02    1
## 8196  1.02 Very Good     G     SI2  63.1  60.0  4370 6.41 6.34 4.02    1
## 8197  1.04   Premium     E     SI2  62.8  59.0  4370 6.45 6.41 4.04    1
## 8198  1.02     Ideal     G     SI2  62.7  57.0  4370 6.44 6.42 4.03    1
## 8199  1.02   Premium     G     SI2  62.5  59.0  4370 6.42 6.37 4.00    1
## 8200  1.13     Ideal     J     SI2  61.9  56.0  4371 6.67 6.71 4.14    1
## 8201  1.01   Premium     E     SI2  61.0  56.0  4371 6.42 6.36 3.90    1
## 8202  1.09 Very Good     J     VS2  62.3  59.0  4372 6.56 6.63 4.11    1
## 8203  1.06 Very Good     H     SI2  62.8  57.0  4372 6.49 6.57 4.10    1
## 8204  1.06   Premium     I     SI1  61.9  59.0  4372 6.50 6.52 4.03    1
## 8205  1.00 Very Good     F     SI2  61.3  61.0  4372 6.36 6.39 3.91    1
## 8206  1.00 Very Good     F     SI2  61.6  61.0  4372 6.33 6.36 3.91    1
## 8207  1.06   Premium     F     SI2  62.4  58.0  4372 6.50 6.54 4.07    1
## 8208  1.00     Ideal     F     SI2  61.2  57.0  4372 6.39 6.48 3.94    1
## 8209  1.00     Ideal     F     SI2  61.3  56.0  4372 6.43 6.46 3.95    1
## 8210  1.00   Premium     I     VS2  61.6  59.0  4372 6.39 6.47 3.96    1
## 8211  1.00      Good     F     SI1  64.0  57.0  4372 6.29 6.33 4.04    1
## 8212  1.00 Very Good     F     SI2  61.1  61.0  4372 6.35 6.38 3.89    1
## 8213  0.73     Ideal     D    VVS2  61.3  56.0  4372 5.79 5.82 3.56    1
## 8214  0.84     Ideal     G     VS1  61.4  56.0  4372 6.04 6.15 3.74    1
## 8215  0.93   Premium     F     SI1  62.3  58.0  4373 6.18 6.22 3.86    1
## 8216  1.12   Premium     I     SI1  61.1  59.0  4373 6.66 6.69 4.08    1
## 8217  1.12 Very Good     H     SI2  62.5  58.0  4373 6.58 6.63 4.13    1
## 8218  1.02 Very Good     F     SI2  60.0  57.0  4373 6.53 6.57 3.93    1
## 8219  0.85     Ideal     G     VS1  61.8  55.0  4373 6.09 6.11 3.77    1
## 8220  0.85     Ideal     D     SI1  61.9  56.0  4373 6.03 6.09 3.75    1
## 8221  1.32   Premium     G     SI2  59.2  61.0  4373 7.21 7.14 4.25    1
## 8222  1.03 Very Good     G     SI2  62.2  56.0  4374 6.46 6.49 4.03    1
## 8223  1.07     Ideal     F     SI2  61.9  55.0  4374 6.53 6.58 4.06    1
## 8224  0.93     Ideal     E     SI1  62.2  55.0  4374 6.24 6.27 3.89    1
## 8225  1.05   Premium     I     SI2  60.2  61.0  4374 6.64 6.61 3.99    1
## 8226  1.07     Ideal     E     SI2  61.7  57.0  4374 6.59 6.56 4.06    1
## 8227  1.07   Premium     H     VS2  60.6  60.0  4374 6.66 6.63 4.03    1
## 8228  1.04     Ideal     G     SI2  60.7  57.0  4375 6.51 6.61 3.98    1
## 8229  1.04     Ideal     G     SI2  61.4  57.0  4375 6.48 6.54 4.00    1
## 8230  1.04 Very Good     G     SI2  62.6  58.0  4375 6.42 6.49 4.04    1
## 8231  1.01 Very Good     I     SI1  60.0  62.0  4375 6.41 6.53 3.88    1
## 8232  1.24   Premium     I     SI2  62.8  58.0  4375 6.88 6.79 4.28    1
## 8233  1.24      Fair     F     SI2  64.9  60.0  4375 6.70 6.63 4.32    1
## 8234  1.02     Ideal     H     SI2  60.5  57.0  4375 6.56 6.52 3.95    1
## 8235  0.93      Good     G     SI1  63.8  58.0  4375 6.14 6.09 3.90    1
## 8236  1.11     Ideal     I     SI2  61.9  57.0  4377 6.62 6.66 4.11    1
## 8237  0.76     Ideal     D     VS1  61.7  56.0  4377 5.84 5.87 3.61    1
## 8238  1.21     Ideal     F      I1  62.0  56.0  4377 6.84 6.80 4.23    1
## 8239  0.83     Ideal     D     VS2  62.0  54.9  4378 6.03 6.04 3.74    1
## 8240  1.01     Ideal     I     VS2  64.1  58.0  4378 6.27 6.21 4.00    1
## 8241  0.92   Premium     E     SI1  61.3  58.0  4379 6.19 6.25 3.81    1
## 8242  1.00 Very Good     H     SI2  62.0  57.0  4379 6.40 6.34 3.95    1
## 8243  0.90 Very Good     F     SI1  61.4  58.0  4379 6.18 6.23 3.81    1
## 8244  0.71     Ideal     D     VS1  61.7  56.0  4380 5.71 5.74 3.53    1
## 8245  1.02   Premium     G     SI1  61.9  58.0  4381 6.47 6.42 3.99    1
## 8246  0.90 Very Good     H     VS2  63.0  57.0  4381 6.09 6.13 3.85    1
## 8247  0.90      Good     D     SI1  63.5  57.0  4381 6.11 6.15 3.89    1
## 8248  0.90 Very Good     D     SI1  61.0  63.0  4381 6.10 6.13 3.73    1
## 8249  0.90      Good     D     SI1  63.3  57.0  4381 6.07 6.12 3.86    1
## 8250  0.90   Premium     D     SI1  62.7  58.0  4381 6.09 6.15 3.84    1
## 8251  0.90 Very Good     D     SI1  59.4  62.0  4381 6.19 6.24 3.69    1
## 8252  0.90 Very Good     D     SI1  61.5  58.0  4381 6.15 6.21 3.80    1
## 8253  0.90 Very Good     D     SI1  62.6  58.0  4381 6.11 6.15 3.84    1
## 8254  0.90      Good     D     SI1  63.2  55.0  4381 6.10 6.14 3.87    1
## 8255  0.90 Very Good     D     SI1  62.7  56.0  4381 6.12 6.16 3.85    1
## 8256  0.90 Very Good     D     SI1  61.2  60.0  4381 6.14 6.19 3.77    1
## 8257  0.90      Good     H    VVS1  64.3  59.0  4381 6.04 6.09 3.90    1
## 8258  1.02   Premium     D     SI2  60.0  62.0  4381 6.59 6.50 3.93    1
## 8259  1.02      Fair     D     SI2  65.5  60.0  4381 6.27 6.24 4.10    1
## 8260  1.02   Premium     D     SI2  60.9  61.0  4381 6.39 6.31 3.87    1
## 8261  1.02   Premium     D     SI2  61.5  58.0  4381 6.51 6.33 3.95    1
## 8262  1.02   Premium     D     SI2  62.1  57.0  4381 6.41 6.37 3.97    1
## 8263  0.90 Very Good     E     SI1  63.2  54.0  4382 6.10 6.17 3.88    1
## 8264  0.90      Good     G    VVS1  64.0  55.0  4382 6.05 6.02 3.86    1
## 8265  1.03     Ideal     H     SI2  62.5  54.0  4382 6.46 6.50 4.05    1
## 8266  0.90      Good     D     SI2  62.2  63.0  4382 6.14 6.23 3.85    1
## 8267  0.76     Ideal     E    VVS1  61.8  54.0  4382 5.90 5.87 3.64    1
## 8268  1.00 Very Good     F     SI2  62.2  55.0  4383 6.39 6.44 3.99    1
## 8269  1.09     Ideal     H     SI2  60.0  59.0  4383 6.72 6.77 4.05    1
## 8270  1.01     Ideal     G     SI2  61.0  56.0  4383 6.48 6.54 3.97    1
## 8271  0.74     Ideal     F      IF  61.9  55.0  4383 5.79 5.84 3.60    1
## 8272  1.01 Very Good     F     SI2  62.3  59.0  4384 6.31 6.37 3.95    1
## 8273  1.03   Premium     H     SI1  60.7  60.0  4384 6.61 6.53 3.99    1
## 8274  1.03     Ideal     H     SI2  61.1  57.0  4384 6.55 6.52 3.99    1
## 8275  0.90   Premium     E     SI1  60.8  59.0  4385 6.24 6.19 3.78    1
## 8276  1.13 Very Good     J     SI1  63.5  59.0  4385 6.62 6.55 4.18    1
## 8277  0.90   Premium     E     SI1  59.1  62.0  4385 6.33 6.30 3.73    1
## 8278  0.90   Premium     E     VS2  58.0  61.0  4385 6.45 6.34 3.71    1
## 8279  1.13     Ideal     I     SI2  61.7  57.0  4385 6.70 6.59 4.13    1
## 8280  0.90   Premium     E     SI1  61.6  57.0  4385 6.25 6.19 3.83    1
## 8281  0.90   Premium     E     SI1  59.8  55.0  4385 6.34 6.30 3.78    1
## 8282  0.90   Premium     G     VS2  61.8  60.0  4386 6.16 6.21 3.82    1
## 8283  0.90 Very Good     G     VS2  61.5  60.0  4386 6.13 6.16 3.78    1
## 8284  0.91     Ideal     H     SI1  61.9  56.0  4386 6.17 6.21 3.83    1
## 8285  1.00      Good     F     SI2  60.2  65.0  4386 6.38 6.41 3.85    1
## 8286  1.20   Premium     G     SI2  62.8  62.0  4387 6.69 6.65 4.19    1
## 8287  1.44   Premium     I      I1  62.7  55.0  4387 7.21 7.18 4.51    1
## 8288  0.93   Premium     H     VS2  58.3  60.0  4387 6.45 6.37 3.74    1
## 8289  0.80     Ideal     G     VS1  61.1  57.0  4388 5.97 6.00 3.65    1
## 8290  0.96   Premium     D     SI2  59.1  58.0  4388 6.53 6.44 3.83    1
## 8291  1.00      Good     H     SI1  62.7  60.0  4389 6.24 6.30 3.93    1
## 8292  1.00 Very Good     H     SI1  62.2  60.0  4389 6.34 6.45 3.98    1
## 8293  1.00      Good     H     SI1  63.4  56.0  4389 6.34 6.37 4.03    1
## 8294  1.00   Premium     H     SI1  59.0  60.0  4389 6.52 6.56 3.86    1
## 8295  1.00      Good     H     SI1  63.9  56.0  4389 6.28 6.31 4.02    1
## 8296  1.00      Good     H     SI1  61.2  62.0  4389 6.32 6.36 3.88    1
## 8297  0.91 Very Good     D     SI1  63.5  56.0  4389 6.13 6.18 3.91    1
## 8298  1.00     Ideal     H     SI2  58.3  61.0  4390 6.56 6.61 3.84    1
## 8299  1.10     Ideal     J     SI1  61.5  55.0  4390 6.65 6.68 4.10    1
## 8300  0.90     Ideal     F     SI1  62.2  55.0  4390 6.16 6.21 3.85    1
## 8301  1.00 Very Good     E     SI2  63.3  55.0  4390 6.29 6.25 3.97    1
## 8302  1.12   Premium     I     SI1  60.6  60.0  4390 6.77 6.73 4.09    1
## 8303  1.00   Premium     E     SI2  62.2  59.0  4390 6.38 6.35 3.96    1
## 8304  1.00   Premium     E     SI2  60.6  61.0  4390 6.44 6.39 3.89    1
## 8305  1.13 Very Good     J     SI1  62.9  57.7  4391 6.60 6.64 4.16    1
## 8306  1.03     Ideal     G     SI2  61.7  55.0  4391 6.48 6.52 4.01    1
## 8307  1.08      Good     F     SI2  58.0  61.0  4391 6.72 6.77 3.91    1
## 8308  1.21   Premium     J     SI1  62.7  57.0  4391 6.77 6.72 4.23    1
## 8309  1.21   Premium     I     SI2  61.8  60.0  4391 6.86 6.76 4.21    1
## 8310  0.91     Ideal     E     SI1  61.0  57.0  4392 6.20 6.26 3.80    1
## 8311  1.00 Very Good     E     SI2  62.5  55.0  4392 6.38 6.41 4.00    1
## 8312  1.00      Good     E     SI2  61.0  61.0  4394 6.37 6.44 3.91    1
## 8313  1.09   Premium     H     SI2  61.2  62.0  4395 6.63 6.58 4.04    2
## 8314  1.16      Good     F     SI2  63.7  63.0  4395 6.55 6.63 4.20    1
## 8315  1.00 Very Good     H     SI2  63.7  58.0  4395 6.31 6.35 4.03    1
## 8316  1.03     Ideal     J     SI1  61.7  56.0  4395 6.49 6.53 4.02    1
## 8317  0.90      Good     G     VS1  61.0  62.0  4395 6.16 6.24 3.78    1
## 8318  1.01   Premium     G     SI1  58.8  58.0  4395 6.59 6.51 3.85    1
## 8319  1.01   Premium     G     SI1  62.3  60.0  4395 6.31 6.25 3.91    1
## 8320  0.90 Very Good     F     VS2  59.6  59.0  4397 6.27 6.31 3.75    1
## 8321  1.02     Ideal     J     VS2  61.1  58.0  4397 6.45 6.49 3.95    1
## 8322  1.02     Ideal     J     VS2  60.7  57.0  4397 6.50 6.54 3.96    1
## 8323  1.01      Good     G     SI2  59.3  62.0  4397 6.51 6.58 3.88    1
## 8324  1.02      Fair     H     SI2  59.6  57.0  4398 6.65 6.50 3.92    1
## 8325  1.02 Very Good     E     SI2  60.5  58.0  4398 6.54 6.58 3.97    1
## 8326  1.02      Good     E     SI2  63.3  59.0  4398 6.32 6.42 4.03    1
## 8327  1.02 Very Good     E     SI2  62.8  55.0  4398 6.40 6.43 4.03    1
## 8328  1.02 Very Good     E     SI2  62.9  56.0  4398 6.36 6.43 4.02    1
## 8329  1.02 Very Good     E     SI2  63.0  57.0  4398 6.39 6.44 4.04    1
## 8330  1.02     Ideal     E     SI2  62.4  55.0  4398 6.44 6.47 4.03    1
## 8331  1.02 Very Good     E     SI2  59.6  59.0  4398 6.54 6.59 3.91    1
## 8332  1.05 Very Good     E     SI2  62.9  57.0  4398 6.47 6.51 4.08    1
## 8333  1.04      Fair     D     SI2  64.9  56.0  4398 6.39 6.34 4.13    1
## 8334  1.02     Ideal     G     SI2  61.4  54.0  4398 6.55 6.52 4.01    1
## 8335  1.00   Premium     G     SI2  61.8  58.0  4398 6.43 6.39 3.96    1
## 8336  1.02   Premium     F     SI2  63.0  58.0  4398 6.43 6.37 4.03    1
## 8337  1.02     Ideal     F     SI2  62.4  57.0  4398 6.43 6.40 4.00    1
## 8338  1.02      Fair     D     SI1  70.6  57.0  4398 6.08 6.01 4.27    1
## 8339  1.02     Ideal     H     SI2  60.7  57.0  4398 6.54 6.51 3.96    1
## 8340  0.77 Very Good     F    VVS1  60.2  58.0  4399 5.93 5.97 3.58    1
## 8341  1.01   Premium     E     SI1  62.4  58.0  4399 6.37 6.42 3.99    1
## 8342  1.01      Good     E     SI1  64.1  59.0  4399 6.31 6.35 4.06    1
## 8343  1.01      Good     E     SI1  64.1  62.0  4399 6.19 6.26 3.99    1
## 8344  1.01 Very Good     E     SI1  61.0  56.0  4399 6.47 6.54 3.97    1
## 8345  1.01      Good     E     SI1  59.3  64.0  4399 6.47 6.49 3.84    1
## 8346  1.14   Premium     F     SI2  62.8  58.0  4399 6.61 6.56 4.14    1
## 8347  0.90 Very Good     G     VS2  63.8  58.0  4400 6.08 6.12 3.89    1
## 8348  0.90 Very Good     G     VS2  58.8  61.0  4400 6.28 6.30 3.70    1
## 8349  0.90 Very Good     F     VS2  63.4  58.0  4400 6.07 6.11 3.86    1
## 8350  1.00      Good     E     SI2  63.5  54.0  4400 6.35 6.41 4.05    1
## 8351  0.97   Premium     G     SI1  62.6  58.0  4400 6.24 6.18 3.89    1
## 8352  0.31 Very Good     F     VS2  60.7  61.0   583 4.36 4.40 2.66    1
## 8353  0.31      Good     F     VS2  63.7  59.0   583 4.26 4.31 2.73    1
## 8354  0.31     Ideal     F     VS2  60.8  57.0   583 4.38 4.41 2.67    1
## 8355  0.31     Ideal     F     VS2  61.6  56.0   583 4.35 4.39 2.69    1
## 8356  0.31   Premium     F     VS2  59.4  58.0   583 4.37 4.45 2.62    1
## 8357  0.31 Very Good     F     VS2  63.0  57.0   583 4.27 4.33 2.71    1
## 8358  0.31      Good     F     VS2  63.6  54.0   583 4.28 4.33 2.74    1
## 8359  0.31 Very Good     G     VS1  58.2  61.0   583 4.42 4.45 2.58    1
## 8360  0.31     Ideal     F     VS2  61.9  57.0   583 4.32 4.34 2.68    1
## 8361  0.31 Very Good     F     VS2  58.3  61.0   583 4.44 4.48 2.60    1
## 8362  0.31     Ideal     F     VS2  62.2  56.0   583 4.36 4.39 2.72    1
## 8363  0.35     Ideal     F     SI1  62.5  54.0   583 4.50 4.52 2.82    1
## 8364  0.35   Premium     F     SI1  60.2  58.0   583 4.54 4.60 2.75    1
## 8365  0.35     Ideal     F     SI1  62.4  55.0   583 4.52 4.55 2.83    1
## 8366  0.35     Ideal     F     SI1  62.2  56.0   583 4.48 4.52 2.80    1
## 8367  0.35      Good     F     SI1  63.6  54.0   583 4.51 4.52 2.87    1
## 8368  0.35      Good     F     SI1  63.1  56.0   583 4.46 4.51 2.83    1
## 8369  0.35   Premium     F     SI1  62.3  58.0   583 4.49 4.53 2.81    1
## 8370  0.35 Very Good     F     SI1  61.7  58.0   583 4.51 4.54 2.79    1
## 8371  0.26 Very Good     E    VVS2  60.9  58.0   584 4.13 4.15 2.52    1
## 8372  0.32 Very Good     E     SI1  59.9  57.0   584 4.47 4.49 2.68    1
## 8373  0.32 Very Good     E     SI1  62.3  55.0   584 4.36 4.38 2.72    1
## 8374  0.50      Fair     F      I1  69.8  55.0   584 4.89 4.80 3.38    1
## 8375  0.34     Ideal     D     SI1  62.0  55.0   584 4.50 4.53 2.80    1
## 8376  0.37      Good     H     VS2  63.1  55.0   584 4.59 4.63 2.91    1
## 8377  0.37 Very Good     H     VS2  59.5  61.0   584 4.64 4.67 2.77    1
## 8378  0.37      Good     H     VS2  63.7  55.0   584 4.54 4.56 2.90    1
## 8379  0.37   Premium     I     VS1  61.4  59.0   584 4.55 4.61 2.81    1
## 8380  0.34   Premium     D     SI1  62.0  58.0   584 4.43 4.47 2.76    1
## 8381  0.30 Very Good     E     VS2  61.6  61.0   585 4.26 4.31 2.64    1
## 8382  1.07   Premium     G     SI2  62.0  59.0  4401 6.54 6.50 4.04    1
## 8383  0.90     Ideal     F     SI1  60.7  57.0  4401 6.21 6.25 3.78    1
## 8384  0.90 Very Good     G     SI1  62.9  54.0  4401 6.14 6.16 3.87    1
## 8385  1.06     Ideal     H     SI2  60.1  59.0  4401 6.65 6.63 3.99    1
## 8386  1.03     Ideal     I     SI1  63.3  57.0  4401 6.37 6.46 4.06    1
## 8387  1.07   Premium     G     SI2  62.9  59.0  4401 6.58 6.51 4.12    1
## 8388  0.90      Good     G     VS1  63.9  60.0  4401 6.14 6.09 3.91    1
## 8389  1.07     Ideal     G     SI2  62.0  57.0  4401 6.58 6.55 4.07    1
## 8390  1.06     Ideal     H     SI2  62.8  57.0  4402 6.52 6.56 4.11    1
## 8391  1.04     Ideal     F     SI1  59.9  56.0  4403 6.64 6.58 3.96    1
## 8392  0.90     Ideal     H     VS2  61.9  58.0  4403 6.20 6.24 3.85    1
## 8393  1.04      Fair     F     SI1  66.9  62.0  4403 6.22 6.15 4.14    1
## 8394  1.04     Ideal     H     SI2  62.1  56.0  4404 6.48 6.50 4.03    1
## 8395  0.92      Good     F     VS2  63.1  57.0  4404 6.11 6.16 3.87    1
## 8396  1.02 Very Good     E     SI2  63.1  59.0  4404 6.33 6.39 4.01    1
## 8397  1.02 Very Good     E     SI2  60.7  62.0  4404 6.44 6.47 3.92    1
## 8398  0.97 Very Good     H     SI1  62.8  55.0  4404 6.25 6.30 3.94    1
## 8399  1.51   Premium     H      I1  60.9  56.0  4404 7.38 7.26 4.46    1
## 8400  1.21 Very Good     I     SI1  63.3  60.0  4404 6.76 6.69 4.26    1
## 8401  1.21   Premium     I     SI1  61.0  56.0  4404 6.91 6.87 4.20    1
## 8402  1.15 Very Good     I     SI2  62.0  58.0  4405 6.69 6.73 4.16    1
## 8403  1.05     Ideal     J     SI1  61.7  55.0  4405 6.54 6.56 4.04    1
## 8404  1.05     Ideal     J     SI1  61.5  55.0  4405 6.53 6.57 4.03    1
## 8405  1.00      Good     H     SI1  61.6  61.0  4405 6.29 6.35 3.89    1
## 8406  0.93      Good     G     SI1  58.8  61.0  4405 6.36 6.39 3.75    1
## 8407  0.92     Ideal     G     VS2  62.6  56.0  4405 6.20 6.17 3.87    1
## 8408  1.06     Ideal     I     VS2  61.4  57.0  4405 6.57 6.52 4.02    1
## 8409  0.92     Ideal     G     SI2  61.9  57.0  4406 6.23 6.25 3.86    1
## 8410  0.92      Good     E     VS2  58.9  57.0  4406 6.35 6.38 3.75    1
## 8411  1.03   Premium     H     SI1  58.6  61.0  4406 6.64 6.60 3.88    1
## 8412  1.03 Very Good     H     SI1  63.4  62.0  4406 6.46 6.27 4.05    1
## 8413  1.13      Good     D     SI2  60.7  64.0  4406 6.68 6.63 4.00    1
## 8414  0.90   Premium     D     SI1  61.4  62.0  4407 6.19 6.05 3.76    1
## 8415  1.08 Very Good     F     SI2  62.6  56.0  4407 6.55 6.61 4.12    1
## 8416  1.08   Premium     F     SI2  60.2  59.0  4407 6.60 6.65 3.99    1
## 8417  0.77     Ideal     D     VS1  62.3  56.0  4407 5.83 5.89 3.65    1
## 8418  1.03     Ideal     G     SI2  62.1  56.0  4407 6.44 6.48 4.01    1
## 8419  0.70      Good     D    VVS1  61.0  61.0  4407 5.69 5.72 3.48    1
## 8420  1.23   Premium     G     SI2  58.9  62.0  4408 7.03 6.97 4.12    1
## 8421  0.90      Good     H     VS1  62.4  55.0  4409 6.09 6.16 3.82    1
## 8422  1.25   Premium     J     SI2  62.3  59.0  4410 6.86 6.82 4.26    1
## 8423  1.05     Ideal     H     SI2  61.2  57.0  4410 6.62 6.55 4.03    1
## 8424  1.05     Ideal     H     SI2  61.2  57.0  4410 6.59 6.54 4.02    1
## 8425  1.01   Premium     F     SI1  61.9  58.0  4412 6.38 6.34 3.94    1
## 8426  1.01 Very Good     I     SI1  63.5  59.0  4412 6.36 6.31 4.02    1
## 8427  1.01   Premium     H     VS2  62.3  58.0  4412 6.45 6.36 3.99    1
## 8428  0.81     Ideal     F     VS1  62.3  55.0  4412 5.97 6.00 3.73    1
## 8429  1.01 Very Good     H     VS1  63.5  56.0  4412 6.32 6.27 4.00    1
## 8430  1.01   Premium     E     SI2  59.1  60.0  4412 6.57 6.55 3.88    1
## 8431  1.01   Premium     H     SI2  60.3  60.0  4412 6.49 6.45 3.90    1
## 8432  1.06 Very Good     J     VS2  62.6  59.0  4413 6.49 6.57 4.09    1
## 8433  1.07   Premium     H     SI2  61.2  60.0  4413 6.53 6.57 4.01    1
## 8434  1.07 Very Good     H     SI2  62.8  57.0  4413 6.50 6.58 4.11    1
## 8435  1.00 Very Good     G     SI1  62.6  57.0  4413 6.31 6.37 3.97    1
## 8436  1.01     Ideal     I     SI1  62.5  56.0  4413 6.40 6.44 4.01    1
## 8437  1.01      Good     E     SI2  56.7  61.0  4413 6.68 6.70 3.79    1
## 8438  1.08     Ideal     H     SI1  62.2  57.0  4413 6.60 6.56 4.09    1
## 8439  1.03 Very Good     G     SI2  63.5  56.0  4413 6.37 6.33 4.03    1
## 8440  1.03   Premium     G     SI2  59.9  60.0  4413 6.56 6.50 3.91    1
## 8441  1.02      Good     E     SI2  64.2  59.0  4414 6.26 6.20 4.00    1
## 8442  1.02 Very Good     E     SI2  58.7  63.0  4414 6.61 6.55 3.86    1
## 8443  1.08   Premium     F     SI2  62.3  58.0  4414 6.55 6.52 4.07    1
## 8444  1.10 Very Good     H     SI1  62.5  56.0  4414 6.56 6.63 4.12    1
## 8445  1.03 Very Good     F     SI2  61.8  59.0  4414 6.43 6.48 3.99    1
## 8446  1.03 Very Good     F     SI2  62.0  58.0  4414 6.43 6.51 4.01    1
## 8447  1.04     Ideal     G     SI2  63.1  55.0  4414 6.45 6.52 4.09    1
## 8448  1.03      Good     F     SI2  59.0  59.0  4414 6.55 6.60 3.88    1
## 8449  1.08 Very Good     E     SI2  59.8  59.0  4415 6.65 6.73 4.00    1
## 8450  1.01 Very Good     F     SI2  60.0  59.0  4416 6.48 6.61 3.93    1
## 8451  1.01 Very Good     F     SI2  62.4  58.0  4416 6.37 6.41 3.99    1
## 8452  1.01      Good     F     SI2  63.2  59.0  4416 6.35 6.38 4.02    1
## 8453  1.01   Premium     F     SI2  62.2  59.0  4416 6.41 6.45 4.00    1
## 8454  1.01   Premium     F     SI2  62.6  60.0  4416 6.35 6.37 3.98    1
## 8455  1.01     Ideal     F     SI2  62.5  55.0  4416 6.39 6.40 4.00    1
## 8456  1.01   Premium     F     SI2  61.3  60.0  4416 6.40 6.43 3.93    1
## 8457  1.01   Premium     F     SI2  62.2  59.0  4416 6.38 6.42 3.98    1
## 8458  1.01   Premium     F     SI2  61.6  58.0  4416 6.39 6.40 3.94    1
## 8459  1.01     Ideal     F     SI2  60.5  57.0  4416 6.49 6.53 3.94    1
## 8460  1.01      Good     F     SI2  63.9  54.0  4416 6.33 6.44 4.08    1
## 8461  1.01 Very Good     F     SI2  62.7  59.0  4416 6.35 6.40 4.00    1
## 8462  1.01 Very Good     F     SI2  62.8  60.0  4416 6.33 6.40 4.00    1
## 8463  1.00      Good     G     SI1  62.2  62.0  4416 6.34 6.39 3.96    1
## 8464  1.06     Ideal     H     VS2  62.4  57.0  4416 6.54 6.48 4.06    1
## 8465  0.83     Ideal     F     VS2  62.3  56.0  4417 5.99 6.02 3.74    1
## 8466  1.01      Fair     G     SI1  65.3  58.0  4417 6.14 6.20 4.03    1
## 8467  0.95 Very Good     D     SI2  60.1  61.0  4418 6.35 6.37 3.82    1
## 8468  1.15 Very Good     H     SI2  61.4  58.0  4418 6.70 6.75 4.13    1
## 8469  1.01 Very Good     I     SI1  62.1  59.0  4418 6.36 6.42 3.97    1
## 8470  1.01   Premium     F     SI1  62.2  59.0  4418 6.44 6.35 3.98    1
## 8471  0.90 Very Good     E     VS2  62.8  57.0  4419 6.13 6.16 3.86    1
## 8472  1.00 Very Good     D     SI2  63.7  55.0  4419 6.32 6.37 4.04    1
## 8473  0.90 Very Good     D     SI1  59.5  57.0  4419 6.19 6.34 3.73    1
## 8474  0.90     Ideal     E     VS2  62.1  57.0  4419 6.15 6.18 3.83    1
## 8475  1.07     Ideal     G     SI2  62.4  57.0  4419 6.56 6.58 4.10    1
## 8476  0.90      Good     D     SI1  61.9  62.0  4419 6.15 6.17 3.81    1
## 8477  0.92   Premium     F     SI1  62.1  60.0  4420 6.22 6.21 3.86    1
## 8478  0.86     Ideal     G     VS1  62.2  57.0  4420 6.05 6.10 3.78    1
## 8479  1.07     Ideal     G     SI2  61.7  57.0  4421 6.55 6.59 4.05    1
## 8480  1.10 Very Good     H     SI2  62.9  58.0  4422 6.53 6.56 4.12    1
## 8481  1.07     Ideal     J     SI1  62.4  56.0  4422 6.52 6.56 4.08    1
## 8482  1.12     Ideal     J     VS2  60.1  57.0  4422 6.82 6.75 4.08    1
## 8483  1.12   Premium     J     VS2  58.6  58.0  4422 6.85 6.81 4.00    1
## 8484  1.04     Ideal     I     SI1  61.4  55.0  4423 6.50 6.59 4.02    1
## 8485  0.91 Very Good     F     VS1  63.1  59.0  4423 6.19 6.14 3.89    1
## 8486  1.17   Premium     I     SI2  62.7  57.0  4423 6.77 6.69 4.22    1
## 8487  1.35     Ideal     J     SI1  61.0  55.0  4423 7.17 7.09 4.35    1
## 8488  1.17   Premium     J     SI1  61.9  58.0  4423 6.77 6.73 4.18    1
## 8489  1.35      Good     I     SI2  57.9  60.0  4423 7.33 7.29 4.23    1
## 8490  1.35      Fair     I     SI2  66.5  57.0  4423 6.79 6.74 4.50    1
## 8491  0.90   Premium     G     VS2  60.2  59.0  4424 6.28 6.22 3.76    1
## 8492  1.03      Fair     G     SI1  64.7  63.0  4424 6.36 6.31 4.10    1
## 8493  0.90   Premium     G     VS2  60.0  59.0  4424 6.30 6.23 3.76    1
## 8494  1.16     Ideal     G     SI2  61.3  55.0  4425 6.79 6.84 4.18    1
## 8495  1.01 Very Good     F     SI2  60.0  55.0  4425 6.56 6.53 3.93    1
## 8496  1.01     Ideal     J     VS2  62.3  55.0  4425 6.40 6.44 4.00    1
## 8497  1.00     Ideal     F     SI2  61.3  57.0  4425 6.40 6.46 3.94    1
## 8498  0.93      Good     G     VS1  63.8  59.0  4425 6.21 6.15 3.94    1
## 8499  1.04     Ideal     F     SI1  62.1  56.0  4426 6.54 6.47 4.04    1
## 8500  1.00 Very Good     E     SI2  62.6  58.0  4426 6.33 6.39 3.98    1
## 8501  1.04 Very Good     I     SI1  61.9  58.0  4426 6.45 6.47 4.00    1
## 8502  0.95   Premium     G     SI1  58.0  62.0  4426 6.47 6.42 3.74    1
## 8503  1.23   Premium     G     SI2  62.8  59.0  4426 6.76 6.72 4.23    1
## 8504  1.04      Good     F     SI2  63.1  60.0  4427 6.35 6.42 4.03    1
## 8505  1.05 Very Good     G     SI2  63.5  57.0  4427 6.39 6.43 4.07    1
## 8506  1.04 Very Good     F     SI2  60.0  61.0  4427 6.50 6.57 3.92    1
## 8507  0.90   Premium     D     SI1  61.5  60.0  4427 6.19 6.17 3.80    1
## 8508  1.00     Ideal     D     SI2  62.3  56.0  4427 6.39 6.33 3.96    1
## 8509  1.00   Premium     G     SI1  60.2  59.0  4427 6.50 6.39 3.88    1
## 8510  1.00      Good     D     SI2  58.1  65.0  4427 6.54 6.48 3.78    1
## 8511  1.00      Good     G     SI1  64.3  58.0  4427 6.25 6.22 4.01    1
## 8512  0.90 Very Good     H     VS1  62.5  58.0  4428 6.09 6.13 3.82    1
## 8513  1.28     Ideal     G      I1  61.6  57.0  4428 6.93 6.96 4.28    1
## 8514  0.90     Ideal     H     VS1  62.2  58.0  4428 6.14 6.17 3.83    1
## 8515  1.11     Ideal     I     SI2  61.6  54.0  4428 6.66 6.72 4.12    1
## 8516  0.91   Premium     D     SI1  60.2  60.0  4429 6.25 6.30 3.78    1
## 8517  0.91 Very Good     D     SI1  63.0  59.0  4429 6.11 6.15 3.86    1
## 8518  1.05 Very Good     G     SI1  59.1  57.0  4429 6.63 6.73 3.95    1
## 8519  0.91 Very Good     G     SI1  60.2  58.0  4429 6.29 6.31 3.79    1
## 8520  0.91     Ideal     E     SI1  60.8  57.0  4429 6.27 6.29 3.82    1
## 8521  0.91 Very Good     H     VS2  60.8  58.0  4430 6.21 6.25 3.79    1
## 8522  1.13   Premium     H     SI2  59.4  58.0  4430 6.80 6.74 4.02    1
## 8523  1.13   Premium     I     VS2  60.2  61.0  4430 6.74 6.71 4.05    1
## 8524  0.90 Very Good     H    VVS2  60.3  61.0  4432 6.22 6.25 3.76    1
## 8525  0.90      Good     F     VS2  63.3  57.0  4432 6.11 6.15 3.88    1
## 8526  0.90   Premium     H    VVS2  62.0  58.0  4432 6.13 6.16 3.81    1
## 8527  1.01 Very Good     H     SI1  61.8  61.0  4432 6.40 6.47 3.98    1
## 8528  1.01 Very Good     H     SI1  62.1  60.0  4432 6.40 6.44 3.99    1
## 8529  1.01 Very Good     H     SI1  61.9  57.0  4432 6.36 6.41 3.95    1
## 8530  1.01      Good     H     SI1  63.1  60.0  4432 6.37 6.41 4.03    1
## 8531  1.07     Ideal     H     SI2  59.2  57.0  4434 6.70 6.64 3.95    1
## 8532  1.03     Ideal     I     SI1  62.2  58.0  4434 6.45 6.41 4.00    1
## 8533  0.91 Very Good     E     SI1  63.1  58.0  4434 6.17 6.12 3.88    1
## 8534  1.01     Ideal     E     SI2  62.8  57.0  4434 6.38 6.35 4.00    1
## 8535  1.01   Premium     E     SI2  62.5  60.0  4434 6.42 6.39 4.00    1
## 8536  1.01 Very Good     E     SI2  63.3  58.0  4434 6.39 6.37 4.04    1
## 8537  0.91 Very Good     F     VS2  63.4  55.0  4434 6.22 6.18 3.93    1
## 8538  1.01   Premium     E     SI2  59.6  61.0  4434 6.59 6.56 3.92    1
## 8539  1.01     Ideal     E     SI2  62.1  56.0  4434 6.43 6.39 3.98    1
## 8540  0.91   Premium     E     SI1  62.5  61.0  4434 6.19 6.10 3.84    1
## 8541  1.10   Premium     H     SI2  62.6  57.0  4435 6.60 6.56 4.12    1
## 8542  0.90     Ideal     D     SI1  61.9  55.0  4435 6.22 6.18 3.84    1
## 8543  1.02   Premium     G     SI1  62.2  58.0  4435 6.44 6.48 4.02    1
## 8544  1.04 Very Good     H     SI2  62.9  57.0  4435 6.39 6.45 4.04    1
## 8545  1.01 Very Good     G     SI2  59.3  61.0  4435 6.56 6.52 3.88    1
## 8546  1.01 Very Good     G     SI2  62.1  60.0  4435 6.38 6.35 3.95    1
## 8547  0.90 Very Good     G     SI1  62.2  58.0  4435 6.15 6.20 3.84    1
## 8548  1.00 Very Good     E     SI2  60.5  59.0  4435 6.44 6.48 3.91    1
## 8549  0.90   Premium     F     SI1  61.4  55.0  4435 6.18 6.16 3.79    1
## 8550  0.90   Premium     E     VS2  61.4  57.0  4435 6.19 6.16 3.79    1
## 8551  1.20   Premium     J     VS2  58.0  59.0  4435 6.98 6.92 4.03    1
## 8552  1.10   Premium     I     SI1  62.7  58.0  4435 6.58 6.54 4.11    1
## 8553  1.00      Good     E     SI1  63.1  64.0  4435 6.31 6.25 3.96    1
## 8554  0.90 Very Good     F     SI1  58.0  63.0  4435 6.33 6.25 3.65    1
## 8555  1.00 Very Good     E     SI1  63.1  58.0  4435 6.34 6.20 3.95    1
## 8556  1.00      Fair     E     SI1  65.1  61.0  4435 6.15 6.08 3.98    1
## 8557  1.00      Fair     G     VS2  69.8  54.0  4435 6.03 5.94 4.18    1
## 8558  1.00   Premium     E     SI1  60.3  62.0  4435 6.52 6.43 3.91    1
## 8559  1.05 Very Good     F     SI2  62.1  58.0  4436 6.47 6.50 4.03    1
## 8560  1.04   Premium     E     SI2  60.1  60.0  4436 6.53 6.51 3.92    1
## 8561  1.01      Good     E     SI2  60.7  62.0  4436 6.43 6.49 3.92    1
## 8562  1.13 Very Good     G     SI2  60.0  61.0  4437 6.71 6.78 4.05    1
## 8563  0.91 Very Good     F     SI1  60.4  59.0  4437 6.22 6.26 3.77    1
## 8564  1.15   Premium     F     SI2  62.2  59.0  4437 6.70 6.62 4.14    1
## 8565  1.15      Good     F     SI2  63.8  57.0  4437 6.65 6.60 4.23    1
## 8566  1.19   Premium     I     SI2  61.6  56.0  4438 6.87 6.83 4.22    1
## 8567  1.01 Very Good     I     VS2  61.3  56.0  4438 6.53 6.45 3.98    1
## 8568  0.90 Very Good     D     SI1  60.9  57.0  4438 6.22 6.26 3.80    1
## 8569  1.01   Premium     H     SI1  62.1  60.0  4439 6.43 6.39 3.98    1
## 8570  0.70     Ideal     F    VVS2  61.5  56.0  4439 5.70 5.78 3.53    1
## 8571  0.90     Ideal     E     SI1  59.1  59.0  4439 6.31 6.37 3.75    1
## 8572  0.91      Fair     D     VS2  65.1  63.0  4439 6.02 6.00 3.91    1
## 8573  1.07   Premium     H     SI1  62.9  61.0  4440 6.47 6.41 4.05    1
## 8574  0.56 Very Good     D      IF  60.7  56.0  4440 5.34 5.36 3.25    1
## 8575  1.21   Premium     J     SI2  60.9  60.0  4440 6.82 6.78 4.14    1
## 8576  1.01      Good     E     SI2  63.9  55.0  4440 6.38 6.33 4.08    1
## 8577  1.03     Ideal     E     SI2  62.5  56.0  4441 6.45 6.48 4.04    1
## 8578  1.03   Premium     E     SI2  61.0  60.0  4441 6.46 6.53 3.96    1
## 8579  0.90 Very Good     F     SI2  61.0  61.0  4441 6.14 6.18 3.76    1
## 8580  1.03      Fair     D     SI1  65.5  58.0  4441 6.18 6.13 4.03    1
## 8581  1.03   Premium     I     SI1  61.6  59.0  4441 6.49 6.46 3.99    1
## 8582  1.03      Good     D     SI1  64.3  58.0  4441 6.31 6.28 4.05    2
## 8583  1.11 Very Good     I     SI2  62.5  58.0  4442 6.59 6.65 4.14    1
## 8584  1.07     Ideal     H     SI2  61.8  56.0  4442 6.58 6.63 4.08    1
## 8585  1.01   Premium     G     SI2  62.4  58.0  4442 6.41 6.38 3.99    1
## 8586  1.08   Premium     G     SI2  60.3  58.0  4442 6.72 6.65 4.03    1
## 8587  1.20 Very Good     G     SI2  61.8  60.0  4443 6.78 6.85 4.21    1
## 8588  1.20 Very Good     G     SI2  61.5  58.0  4443 6.83 6.85 4.21    1
## 8589  1.08     Ideal     J     SI1  61.8  56.2  4443 6.55 6.58 4.06    1
## 8590  1.02      Good     E     SI1  63.7  62.0  4443 6.31 6.40 4.05    1
## 8591  1.02      Good     E     SI1  63.1  57.0  4443 6.37 6.43 4.04    1
## 8592  0.84 Very Good     D     VS1  60.6  57.0  4443 6.06 6.15 3.70    1
## 8593  0.90   Premium     E     SI1  62.7  60.0  4443 6.13 6.03 3.81    1
## 8594  1.01     Ideal     J     VS2  62.2  54.0  4443 6.41 6.47 4.01    1
## 8595  0.91 Very Good     D     SI1  62.0  60.0  4444 6.12 6.20 3.82    1
## 8596  0.80      Good     E     VS1  60.2  54.0  4444 6.04 6.01 3.63    1
## 8597  1.09   Premium     E     SI2  59.4  60.0  4444 6.81 6.70 4.01    1
## 8598  1.24   Premium     H     SI2  62.3  58.0  4444 6.84 6.80 4.25    1
## 8599  1.01 Very Good     E     SI2  62.0  60.0  4445 6.36 6.41 3.96    1
## 8600  1.00      Good     I    VVS1  56.5  62.0  4445 6.58 6.55 3.71    1
## 8601  1.05   Premium     F     SI1  61.8  58.0  4445 6.51 6.44 4.01    1
## 8602  1.07   Premium     F     SI2  61.8  58.0  4446 6.57 6.51 4.04    1
## 8603  1.07      Good     F     SI2  61.3  65.0  4446 6.59 6.41 4.00    1
## 8604  1.07   Premium     F     SI2  61.7  58.0  4446 6.58 6.55 4.05    1
## 8605  0.90 Very Good     D     SI1  63.4  57.0  4447 6.13 6.10 3.88    1
## 8606  0.71     Ideal     E    VVS2  61.7  56.0  4447 5.78 5.80 3.57    1
## 8607  0.93   Premium     D     SI1  60.8  59.0  4448 6.27 6.24 3.80    1
## 8608  1.06     Ideal     I     VS2  62.3  56.0  4449 6.51 6.56 4.07    1
## 8609  0.90 Very Good     E     VS1  63.0  55.0  4449 6.08 6.15 3.85    1
## 8610  1.03 Very Good     F     SI2  62.2  56.0  4449 6.51 6.48 4.04    1
## 8611  1.13     Ideal     F     SI2  60.4  56.0  4449 6.78 6.72 4.08    1
## 8612  1.02   Premium     G     SI1  62.6  59.0  4449 6.43 6.38 4.01    1
## 8613  1.01 Very Good     H     SI1  62.3  63.0  4449 6.30 6.23 3.90    1
## 8614  0.92   Premium     H     VS2  62.4  60.0  4451 6.24 6.16 3.87    1
## 8615  1.04 Very Good     J     VS2  59.5  59.0  4451 6.59 6.66 3.94    1
## 8616  1.07 Very Good     I     SI1  62.6  58.0  4451 6.49 6.57 4.09    1
## 8617  0.85   Premium     F    VVS2  61.2  60.0  4451 6.13 6.10 3.74    1
## 8618  0.93      Good     G     SI1  63.8  58.0  4452 6.09 6.14 3.90    1
## 8619  0.90     Ideal     G     SI1  62.3  58.0  4452 6.17 6.22 3.86    1
## 8620  1.06   Premium     I     SI1  61.9  59.0  4452 6.52 6.50 4.03    1
## 8621  1.00   Premium     I     VS2  61.6  59.0  4452 6.47 6.39 3.96    1
## 8622  1.06   Premium     I     SI1  61.9  57.0  4452 6.61 6.51 4.06    1
## 8623  1.00     Ideal     F     SI2  61.2  57.0  4452 6.48 6.39 3.94    1
## 8624  1.00     Ideal     F     SI2  61.3  56.0  4452 6.46 6.43 3.95    1
## 8625  1.06     Ideal     H     SI2  62.8  57.0  4452 6.57 6.49 4.10    1
## 8626  1.06   Premium     F     SI2  62.4  58.0  4452 6.54 6.50 4.07    1
## 8627  1.00   Premium     F     SI2  61.3  61.0  4452 6.39 6.36 3.91    1
## 8628  1.00   Premium     F     SI2  61.1  61.0  4452 6.38 6.35 3.89    1
## 8629  1.00   Premium     F     SI2  61.6  61.0  4452 6.36 6.33 3.91    1
## 8630  1.00      Good     F     SI1  64.0  57.0  4452 6.33 6.29 4.04    1
## 8631  1.06     Ideal     H     SI2  59.4  57.0  4452 6.67 6.63 3.95    1
## 8632  0.91     Ideal     G     SI1  62.0  54.0  4453 6.23 6.26 3.87    1
## 8633  1.07      Good     E     SI2  60.0  62.0  4453 6.57 6.62 3.96    1
## 8634  0.71     Ideal     F    VVS1  62.0  56.0  4454 5.72 5.77 3.56    1
## 8635  1.03     Ideal     F     SI2  61.8  56.0  4454 6.49 6.46 4.00    1
## 8636  1.02   Premium     H     SI2  62.7  59.0  4455 6.41 6.34 4.00    1
## 8637  0.90 Very Good     H     VS1  62.1  57.0  4455 6.17 6.23 3.85    1
## 8638  1.08     Ideal     H     SI2  59.3  57.0  4455 6.71 6.74 3.99    1
## 8639  1.20 Very Good     I     SI2  61.9  59.0  4455 6.77 6.84 4.21    1
## 8640  1.20 Very Good     J     SI1  60.5  59.0  4455 6.79 6.84 4.12    1
## 8641  1.08     Ideal     H     SI2  60.4  57.0  4455 6.63 6.68 4.02    1
## 8642  1.16 Very Good     H     SI2  59.6  59.0  4455 6.85 6.87 4.09    1
## 8643  1.16 Very Good     H     SI2  63.2  57.0  4455 6.66 6.70 4.22    1
## 8644  1.04     Ideal     G     SI2  61.7  56.0  4455 6.57 6.52 4.04    1
## 8645  0.90   Premium     G     SI1  62.6  57.0  4455 6.16 6.11 3.84    1
## 8646  1.30   Premium     G     SI2  63.0  59.0  4455 6.97 6.90 4.37    1
## 8647  1.17 Very Good     H     SI2  63.1  58.0  4455 6.72 6.64 4.22    1
## 8648  0.90   Premium     G     SI1  60.6  57.0  4455 6.28 6.20 3.78    1
## 8649  1.02   Premium     F     SI1  62.6  58.0  4455 6.42 6.36 4.00    1
## 8650  1.04   Premium     G     SI2  62.6  58.0  4455 6.49 6.42 4.04    1
## 8651  1.04     Ideal     G     SI2  61.4  57.0  4455 6.54 6.48 4.00    1
## 8652  1.04     Ideal     G     SI2  60.7  57.0  4455 6.61 6.51 3.98    1
## 8653  1.02      Fair     H     VS1  71.8  56.0  4455 6.04 5.97 4.31    1
## 8654  1.00      Fair     G     VS1  64.9  65.0  4455 6.31 6.18 4.05    1
## 8655  1.02     Ideal     I     SI1  61.3  56.0  4455 6.52 6.47 3.98    1
## 8656  1.11      Good     H     SI2  63.5  60.3  4456 6.49 6.58 4.15    1
## 8657  1.11 Very Good     H     SI2  59.8  60.0  4456 6.66 6.75 4.01    1
## 8658  0.96      Good     H     VS1  63.9  54.0  4456 6.27 6.22 3.99    1
## 8659  1.09   Premium     G     SI2  59.0  58.0  4456 6.78 6.72 3.98    1
## 8660  1.01      Good     D     SI2  63.5  61.0  4457 6.33 6.37 4.03    1
## 8661  1.02     Ideal     F     SI2  61.0  58.0  4457 6.48 6.51 3.96    1
## 8662  0.92     Ideal     I     SI1  61.7  56.0  4457 6.20 6.23 3.83    1
## 8663  1.10      Good     G     SI2  60.5  61.0  4457 6.69 6.74 4.06    1
## 8664  1.11     Ideal     I     SI2  61.9  57.0  4457 6.66 6.62 4.11    1
## 8665  0.70     Ideal     F    VVS1  62.2  57.0  4458 5.70 5.74 3.56    1
## 8666  1.01     Ideal     F     SI2  61.5  56.0  4458 6.42 6.49 3.97    1
## 8667  1.01     Ideal     F     SI2  62.1  55.0  4458 6.42 6.47 4.00    1
## 8668  1.03     Ideal     I     SI1  60.7  60.0  4458 6.50 6.55 3.96    1
## 8669  1.07     Ideal     H     VS2  62.1  57.0  4458 6.53 6.49 4.04    1
## 8670  1.02   Premium     F     SI2  61.1  59.0  4459 6.41 6.45 3.93    1
## 8671  1.06     Ideal     G     SI2  62.2  55.0  4459 6.53 6.56 4.07    1
## 8672  1.02   Premium     F     SI2  61.5  58.0  4459 6.42 6.49 3.97    1
## 8673  1.02   Premium     F     SI2  62.5  60.0  4459 6.36 6.43 4.00    1
## 8674  1.02   Premium     I     VS2  62.0  58.0  4459 6.44 6.47 4.00    1
## 8675  0.91   Premium     G     VS1  62.2  58.0  4459 6.22 6.12 3.85    1
## 8676  1.00     Ideal     H     SI2  61.5  55.6  4459 6.41 6.48 3.96    1
## 8677  1.02      Good     D     SI2  64.1  58.0  4459 6.25 6.32 4.03    1
## 8678  1.58   Premium     I      I1  60.2  61.0  4459 7.55 7.51 4.53    1
## 8679  0.90      Good     G     VS1  63.6  58.0  4460 6.12 6.09 3.88    1
## 8680  0.90      Good     G     VS1  63.7  56.0  4460 6.15 6.07 3.89    1
## 8681  0.30 Very Good     G     VS1  60.8  56.0   585 4.35 4.37 2.65    1
## 8682  0.30 Very Good     G     VS1  62.1  55.0   585 4.28 4.31 2.67    1
## 8683  0.38 Very Good     F     SI2  61.2  57.0   585 4.67 4.71 2.87    1
## 8684  0.40   Premium     I     SI2  62.9  59.0   585 4.68 4.63 2.93    1
## 8685  0.28 Very Good     G    VVS1  61.9  55.0   586 4.18 4.20 2.60    1
## 8686  0.28 Very Good     G    VVS1  60.7  56.0   586 4.27 4.29 2.60    1
## 8687  0.28     Ideal     G    VVS2  61.6  56.0   586 4.18 4.20 2.58    1
## 8688  0.28     Ideal     G    VVS2  61.5  56.0   586 4.22 4.24 2.60    1
## 8689  0.28     Ideal     H    VVS1  62.0  55.0   586 4.17 4.22 2.60    1
## 8690  0.39     Ideal     J     VS2  61.8  55.9   586 4.66 4.69 2.89    1
## 8691  0.31     Ideal     G     VS1  62.3  54.0   586 4.31 4.33 2.69    1
## 8692  0.23     Ideal     E     VS1  61.9  55.0   586 3.94 3.98 2.45    1
## 8693  0.23     Ideal     E     VS1  61.5  54.0   586 3.96 3.97 2.44    1
## 8694  0.37     Ideal     G     SI1  61.4  56.0   586 4.63 4.65 2.85    1
## 8695  0.37     Ideal     G     SI1  61.4  55.0   586 4.63 4.68 2.86    1
## 8696  0.37     Ideal     G     SI1  62.0  55.0   586 4.62 4.64 2.87    1
## 8697  0.37     Ideal     G     SI1  61.9  55.0   586 4.62 4.66 2.87    1
## 8698  0.32     Ideal     F     SI1  61.4  54.0   586 4.42 4.44 2.72    1
## 8699  0.32     Ideal     F     SI1  60.9  55.0   586 4.46 4.53 2.72    1
## 8700  0.28     Ideal     H      IF  63.0  55.0   586 4.14 4.19 2.62    1
## 8701  0.28     Ideal     H      IF  62.0  56.0   586 4.20 4.23 2.61    1
## 8702  0.30      Fair     E    VVS2  66.6  54.0   586 4.14 4.18 2.77    1
## 8703  0.31      Good     I     VS1  63.9  55.0   586 4.30 4.28 2.74    1
## 8704  0.31   Premium     H     VS2  58.9  61.0   586 4.46 4.43 2.62    1
## 8705  0.31      Good     H     VS2  63.8  56.0   586 4.33 4.29 2.75    1
## 8706  0.38 Very Good     D     SI1  62.0  55.0   586 4.67 4.72 2.91    1
## 8707  0.27 Very Good     E    VVS2  61.8  59.0   586 4.14 4.18 2.57    1
## 8708  0.27     Ideal     D    VVS1  61.7  57.0   586 4.16 4.20 2.58    1
## 8709  0.27     Ideal     E    VVS1  62.0  56.0   586 4.16 4.19 2.59    1
## 8710  0.27      Good     E    VVS1  63.9  57.0   586 4.07 4.10 2.61    1
## 8711  1.18   Premium     J     SI1  62.5  55.0  4460 6.82 6.74 4.24    1
## 8712  1.18   Premium     I     SI2  61.2  59.0  4460 6.85 6.78 4.17    1
## 8713  0.90   Premium     G     VS1  62.7  60.0  4460 6.13 6.06 3.82    1
## 8714  0.90     Ideal     G     VS1  61.6  55.0  4460 6.27 6.23 3.85    1
## 8715  0.90   Premium     G     VS1  62.3  60.0  4460 6.08 6.00 3.76    1
## 8716  1.04     Ideal     H     SI2  61.7  57.0  4461 6.49 6.54 4.02    1
## 8717  1.02      Fair     H     VS2  64.6  61.0  4462 6.32 6.24 4.06    1
## 8718  1.02      Fair     F     SI1  65.1  56.0  4462 6.29 6.25 4.08    1
## 8719  0.96   Premium     E     SI2  58.2  58.0  4462 6.52 6.47 3.78    1
## 8720  1.24 Very Good     G     SI2  63.3  57.0  4462 6.85 6.79 4.32    1
## 8721  0.90 Very Good     E     SI1  59.8  55.0  4463 6.30 6.34 3.78    1
## 8722  0.90      Good     E     SI1  63.9  55.0  4463 6.08 6.13 3.90    1
## 8723  0.90 Very Good     E     SI1  61.6  57.0  4463 6.19 6.25 3.83    1
## 8724  0.90      Good     E     SI1  63.9  57.0  4463 6.05 6.10 3.88    1
## 8725  0.90   Premium     E     SI1  60.8  59.0  4463 6.19 6.24 3.78    1
## 8726  1.14   Premium     H     SI1  62.1  59.0  4463 6.73 6.61 4.14    1
## 8727  0.91      Good     G    VVS2  64.1  58.0  4464 6.10 6.06 3.90    1
## 8728  1.06 Very Good     I     SI2  61.4  56.5  4465 6.55 6.58 4.03    1
## 8729  1.06 Very Good     H     SI2  61.7  59.5  4465 6.51 6.53 4.02    1
## 8730  1.02     Ideal     E     SI2  61.6  56.0  4465 6.48 6.55 3.99    1
## 8731  1.09     Ideal     J     SI1  62.7  57.0  4465 6.53 6.59 4.11    1
## 8732  0.90 Very Good     H     VS1  61.7  58.0  4466 6.18 6.26 3.84    1
## 8733  1.20      Good     J     VS2  63.7  58.0  4466 6.61 6.68 4.23    1
## 8734  1.03 Very Good     G     SI2  61.4  54.0  4466 6.52 6.57 4.02    1
## 8735  0.91 Very Good     D     SI1  63.2  59.0  4466 6.11 6.14 3.87    1
## 8736  0.91 Very Good     D     SI1  60.2  60.0  4466 6.22 6.27 3.76    1
## 8737  0.91 Very Good     D     SI1  62.1  59.0  4466 6.10 6.18 3.81    1
## 8738  0.90 Very Good     D     SI1  61.7  60.0  4466 6.14 6.17 3.80    1
## 8739  0.90 Very Good     D     SI1  62.8  59.0  4466 6.12 6.18 3.86    1
## 8740  0.90 Very Good     D     SI1  62.5  59.0  4466 6.13 6.19 3.85    1
## 8741  1.00     Ideal     J     VS1  61.1  57.0  4466 6.43 6.48 3.95    1
## 8742  1.05     Ideal     I     SI1  62.6  56.0  4466 6.45 6.53 4.06    1
## 8743  0.90      Good     F     VS2  62.6  57.0  4466 6.07 6.19 3.84    1
## 8744  1.00      Good     G     SI1  62.5  62.0  4466 6.32 6.36 3.96    1
## 8745  1.01      Good     D     VS2  64.1  57.0  4466 6.32 6.22 4.02    1
## 8746  1.00 Very Good     H     SI1  63.6  54.0  4467 6.33 6.37 4.04    1
## 8747  0.71     Ideal     E    VVS2  62.0  56.0  4467 5.71 5.74 3.55    1
## 8748  1.06     Ideal     G     SI2  62.2  57.0  4467 6.51 6.49 4.04    1
## 8749  1.04   Premium     G     SI1  62.3  57.0  4467 6.50 6.46 4.04    1
## 8750  1.04   Premium     G     SI1  62.8  57.0  4467 6.50 6.41 4.05    1
## 8751  0.80 Very Good     H    VVS1  62.9  58.0  4468 5.82 5.88 3.68    1
## 8752  1.01      Good     D     SI2  64.6  59.0  4468 6.23 6.30 4.05    1
## 8753  1.01      Good     D     SI2  65.1  57.0  4468 6.27 6.32 4.10    1
## 8754  1.01   Premium     F     SI2  58.8  61.0  4468 6.53 6.46 3.82    1
## 8755  1.01   Premium     F     SI2  62.6  54.0  4468 6.38 6.34 3.98    1
## 8756  1.00      Good     H     SI1  57.9  54.0  4469 6.68 6.62 3.85    1
## 8757  0.95     Ideal     G     SI1  60.7  56.0  4469 6.31 6.27 3.82    1
## 8758  1.04     Ideal     J     SI1  62.0  53.0  4469 6.51 6.55 4.05    1
## 8759  0.90      Good     D     SI1  58.5  63.0  4469 6.21 6.30 3.66    1
## 8760  1.00 Very Good     H     SI1  63.4  56.0  4469 6.37 6.34 4.03    1
## 8761  1.00   Premium     H     SI1  62.7  60.0  4469 6.30 6.24 3.93    1
## 8762  1.00   Premium     H     SI1  61.2  62.0  4469 6.36 6.32 3.88    1
## 8763  1.00   Premium     H     SI1  62.2  60.0  4469 6.45 6.34 3.98    1
## 8764  1.00 Very Good     H     SI1  60.0  63.0  4469 6.37 6.34 3.81    1
## 8765  1.00   Premium     D     SI1  62.3  60.0  4469 6.23 6.19 3.87    1
## 8766  1.00     Ideal     H     SI1  62.6  57.0  4469 6.40 6.37 4.00    1
## 8767  1.00     Ideal     H     SI1  61.4  55.0  4469 6.49 6.44 3.97    1
## 8768  1.00      Good     H     SI1  63.9  56.0  4469 6.31 6.28 4.02    1
## 8769  1.14 Very Good     J     SI2  62.4  57.0  4470 6.66 6.70 4.17    1
## 8770  1.23   Premium     D     SI2  58.0  59.0  4470 7.02 6.97 4.06    1
## 8771  0.98     Ideal     G     SI2  61.7  56.0  4470 6.36 6.40 3.93    1
## 8772  1.03     Ideal     G     SI2  62.1  57.0  4470 6.44 6.42 3.99    1
## 8773  1.06 Very Good     D     SI2  60.9  58.0  4471 6.57 6.63 4.02    1
## 8774  1.02   Premium     G     SI2  62.5  58.0  4471 6.40 6.43 4.01    1
## 8775  1.21   Premium     F     SI2  61.8  59.0  4472 6.82 6.77 4.20    1
## 8776  1.04 Very Good     E     SI2  60.7  59.0  4472 6.50 6.54 3.96    1
## 8777  1.10   Premium     E     SI1  60.0  58.0  4472 6.68 6.65 4.05    1
## 8778  1.01 Very Good     D     SI2  63.4  57.0  4472 6.40 6.31 4.03    1
## 8779  1.21   Premium     G     SI2  60.9  59.0  4472 6.87 6.82 4.17    1
## 8780  1.03 Very Good     G     SI2  59.2  63.0  4473 6.55 6.60 3.89    1
## 8781  0.91      Fair     F     VS2  58.0  56.0  4474 6.34 6.41 3.70    1
## 8782  1.00      Good     E     SI1  63.8  55.0  4474 6.34 6.31 4.03    1
## 8783  1.00 Very Good     F     SI1  63.1  56.0  4474 6.36 6.34 4.01    1
## 8784  1.05   Premium     F     SI2  62.6  59.0  4475 6.43 6.47 4.04    1
## 8785  1.01 Very Good     H     SI2  63.5  58.0  4475 6.29 6.37 4.02    1
## 8786  1.01 Very Good     I     SI1  64.2  55.0  4475 6.28 6.34 4.05    1
## 8787  1.01      Good     H     SI1  60.5  56.0  4475 6.43 6.49 3.91    1
## 8788  1.31   Premium     J     SI1  60.7  58.0  4475 7.11 7.06 4.30    1
## 8789  0.91   Premium     D     SI1  62.8  59.0  4476 6.21 6.17 3.89    1
## 8790  1.08     Ideal     I     SI1  61.4  57.0  4476 6.67 6.62 4.08    1
## 8791  1.20      Good     I     SI2  64.1  57.0  4476 6.70 6.62 4.27    1
## 8792  1.20 Very Good     J     SI1  63.1  61.0  4476 6.66 6.58 4.18    1
## 8793  1.02      Good     H     SI1  63.9  55.0  4476 6.37 6.40 4.08    1
## 8794  1.02 Very Good     H     SI1  60.3  59.0  4476 6.44 6.50 3.90    1
## 8795  1.02     Ideal     H     SI1  61.6  56.0  4476 6.51 6.55 4.02    1
## 8796  1.02 Very Good     H     SI1  61.9  61.0  4476 6.34 6.42 3.95    1
## 8797  1.16   Premium     F     SI2  61.9  59.0  4476 6.71 6.66 4.14    1
## 8798  1.16      Good     F     SI2  63.7  63.0  4476 6.63 6.55 4.20    1
## 8799  1.08   Premium     I     SI1  62.2  58.0  4476 6.60 6.56 4.09    1
## 8800  1.01 Very Good     H     VS2  61.9  62.0  4477 6.37 6.45 3.97    1
## 8801  1.04   Premium     H     VS2  58.7  62.0  4477 6.67 6.65 3.91    1
## 8802  1.23 Very Good     G     SI2  61.0  63.0  4477 6.91 6.85 4.20    1
## 8803  1.02      Good     E     SI2  64.3  58.0  4478 6.36 6.26 4.06    1
## 8804  1.16     Ideal     I     SI2  62.6  56.0  4478 6.68 6.73 4.20    1
## 8805  1.03 Very Good     D     SI2  61.8  60.0  4478 6.42 6.45 3.98    1
## 8806  1.12 Very Good     G     SI2  63.3  58.0  4478 6.70 6.63 4.22    1
## 8807  1.02     Ideal     E     SI2  62.8  55.0  4478 6.43 6.40 4.03    1
## 8808  1.02     Ideal     E     SI2  62.4  55.0  4478 6.47 6.44 4.03    1
## 8809  1.02   Premium     E     SI2  62.9  56.0  4478 6.43 6.36 4.02    1
## 8810  1.02     Ideal     E     SI2  63.0  57.0  4478 6.44 6.39 4.04    1
## 8811  0.98   Premium     E     SI2  61.7  61.0  4478 6.38 6.34 3.93    1
## 8812  1.12   Premium     G     SI2  62.8  58.0  4478 6.62 6.57 4.14    1
## 8813  1.02      Good     I     VS1  63.7  58.0  4478 6.33 6.26 4.01    1
## 8814  1.02   Premium     E     SI2  59.9  58.0  4478 6.60 6.55 3.94    1
## 8815  1.02   Premium     E     SI2  58.7  59.0  4478 6.61 6.57 3.87    1
## 8816  1.02   Premium     E     SI2  59.6  59.0  4478 6.59 6.54 3.91    1
## 8817  1.02 Very Good     E     SI2  63.3  59.0  4478 6.42 6.32 4.03    1
## 8818  1.02   Premium     E     SI2  60.5  58.0  4478 6.58 6.54 3.97    1
## 8819  1.01      Good     F     SI1  63.3  58.0  4479 6.31 6.40 4.02    1
## 8820  1.01      Good     E     SI2  63.2  59.0  4479 6.34 6.38 4.02    1
## 8821  1.01     Ideal     E     SI2  60.9  57.0  4479 6.47 6.51 3.95    1
## 8822  0.90      Good     G     VS1  63.9  60.0  4479 6.09 6.14 3.91    1
## 8823  0.90     Ideal     G     VS1  61.4  57.0  4479 6.18 6.32 3.84    1
## 8824  0.98 Very Good     H     SI2  62.2  60.0  4479 6.31 6.36 3.94    1
## 8825  1.00   Premium     F     SI2  58.2  59.0  4480 6.51 6.49 3.78    1
## 8826  1.00     Ideal     E     SI1  62.6  56.0  4480 6.37 6.29 3.96    1
## 8827  0.96   Premium     F     SI1  60.6  62.0  4480 6.39 6.35 3.86    1
## 8828  1.01      Good     E     SI1  64.1  62.0  4480 6.26 6.19 3.99    1
## 8829  1.01      Fair     E     SI1  65.1  61.0  4480 6.27 6.24 4.07    1
## 8830  1.01      Good     E     SI1  64.1  59.0  4480 6.35 6.31 4.06    1
## 8831  1.01   Premium     E     SI1  62.4  58.0  4480 6.42 6.37 3.99    1
## 8832  1.01      Fair     E     SI1  64.8  58.0  4480 6.34 6.29 4.09    1
## 8833  1.01      Good     E     SI1  59.3  64.0  4480 6.49 6.47 3.84    1
## 8834  1.00      Fair     E     VS2  66.4  51.0  4480 6.31 6.22 4.16    1
## 8835  1.00 Very Good     E     SI2  63.5  54.0  4480 6.41 6.35 4.05    1
## 8836  1.01      Fair     G     VS2  66.8  56.0  4480 6.15 6.09 4.09    1
## 8837  1.00   Premium     F     SI2  61.6  58.0  4480 6.44 6.35 3.94    1
## 8838  1.00   Premium     G     SI2  62.2  59.0  4480 6.39 6.35 3.96    1
## 8839  1.08 Very Good     H     SI2  63.0  59.0  4481 6.51 6.54 4.11    1
## 8840  1.13     Ideal     I     SI2  61.4  56.0  4481 6.69 6.71 4.12    1
## 8841  0.97   Premium     F     SI1  62.7  59.0  4481 6.31 6.28 3.95    1
## 8842  0.90 Very Good     E     VS2  63.3  59.0  4482 6.08 6.12 3.86    1
## 8843  0.71   Premium     D    VVS1  59.7  59.0  4482 5.81 5.88 3.49    1
## 8844  0.92   Premium     E     SI1  62.2  58.0  4482 6.23 6.18 3.86    1
## 8845  0.90     Ideal     G     VS2  62.0  57.0  4482 6.22 6.19 3.85    1
## 8846  0.92      Fair     E     SI1  66.8  55.0  4482 6.04 5.99 4.02    1
## 8847  0.92   Premium     E     SI1  62.1  58.0  4482 6.22 6.15 3.84    1
## 8848  1.15 Very Good     H     SI2  63.0  54.0  4483 6.64 6.73 4.21    1
## 8849  1.06   Premium     D     SI2  59.8  61.0  4483 6.63 6.58 3.95    1
## 8850  1.04     Ideal     H     SI2  60.7  57.0  4484 6.51 6.43 3.93    1
## 8851  1.04     Ideal     I     SI1  62.2  56.0  4484 6.51 6.47 4.04    1
## 8852  0.90 Very Good     G     VS2  58.5  59.0  4484 6.35 6.36 3.72    1
## 8853  1.04   Premium     E     SI2  59.2  58.0  4484 6.64 6.70 3.95    1
## 8854  1.01 Very Good     F     SI2  61.9  57.0  4484 6.42 6.35 3.95    1
## 8855  1.04     Ideal     I     SI1  61.8  59.0  4484 6.46 6.48 4.00    1
## 8856  1.04 Very Good     H     SI1  58.9  63.0  4484 6.59 6.55 3.87    1
## 8857  1.04     Ideal     H     SI2  62.1  56.0  4484 6.50 6.48 4.03    1
## 8858  1.10     Ideal     G     SI1  62.5  57.0  4484 6.61 6.58 4.12    1
## 8859  0.90 Very Good     H    VVS1  63.5  57.0  4485 6.02 6.07 3.84    1
## 8860  1.08   Premium     G     SI1  61.2  59.0  4485 6.61 6.66 4.06    1
## 8861  1.02     Ideal     J     VS2  62.0  56.0  4485 6.42 6.45 3.99    1
## 8862  0.90      Good     G    VVS2  62.6  63.0  4485 6.10 6.14 3.83    1
## 8863  1.04 Very Good     E     SI2  60.9  59.0  4486 6.58 6.62 4.02    1
## 8864  1.01     Ideal     J     VS2  61.3  57.0  4486 6.47 6.54 3.99    1
## 8865  1.04     Ideal     F     SI2  62.4  56.0  4486 6.40 6.48 4.02    1
## 8866  1.02   Premium     G     SI2  60.9  59.0  4486 6.56 6.45 3.96    1
## 8867  0.90   Premium     G    VVS2  63.0  58.0  4486 6.15 6.07 3.85    1
## 8868  1.02 Very Good     H     SI1  63.5  55.0  4487 6.31 6.35 4.02    1
## 8869  0.94 Very Good     G     VS2  62.9  58.6  4488 6.10 6.25 3.89    1
## 8870  1.06      Good     F     SI1  57.0  64.0  4488 6.80 6.71 3.85    1
## 8871  1.06 Very Good     F     SI1  59.5  63.0  4488 6.62 6.59 3.93    1
## 8872  1.17     Ideal     I     SI2  62.2  56.0  4488 6.72 6.79 4.20    1
## 8873  0.92     Ideal     I     SI1  61.8  57.0  4488 6.22 6.27 3.86    1
## 8874  1.01      Good     H     SI1  57.1  58.0  4488 6.60 6.64 3.78    1
## 8875  1.08   Premium     F     SI2  60.2  59.0  4488 6.65 6.60 3.99    1
## 8876  1.08   Premium     F     SI2  62.6  56.0  4488 6.61 6.55 4.12    1
## 8877  1.08     Ideal     G     SI2  62.3  56.0  4489 6.53 6.57 4.08    1
## 8878  1.01      Good     H     VS2  64.3  58.0  4489 6.27 6.20 4.01    1
## 8879  1.31   Premium     J     SI1  60.3  62.0  4490 7.12 7.04 4.26    1
## 8880  0.79   Premium     E    VVS1  62.8  60.0  4490 5.89 5.80 3.67    1
## 8881  1.07   Premium     F     SI2  60.8  58.0  4491 6.62 6.68 4.04    1
## 8882  1.07   Premium     I     VS2  60.7  58.0  4491 6.62 6.66 4.03    1
## 8883  1.08     Ideal     H     SI2  61.8  55.0  4491 6.57 6.60 4.07    1
## 8884  1.54      Good     J      I1  61.7  60.0  4492 7.26 7.32 4.50    1
## 8885  1.21   Premium     J     SI1  59.7  60.0  4492 6.90 6.93 4.13    1
## 8886  0.90     Ideal     I     VS1  60.9  60.0  4492 6.20 6.24 3.79    1
## 8887  0.90     Ideal     H     SI1  62.5  56.0  4492 6.14 6.18 3.85    1
## 8888  0.90     Ideal     H     SI1  62.1  56.0  4492 6.14 6.19 3.83    1
## 8889  0.80     Ideal     E    VVS2  61.4  57.0  4493 5.98 5.94 3.66    1
## 8890  0.90 Very Good     F     VS2  61.7  57.0  4493 6.17 6.21 3.82    1
## 8891  0.90      Good     F     VS2  62.7  59.0  4493 6.10 6.14 3.84    1
## 8892  1.00      Good     G     SI2  61.7  63.0  4493 6.36 6.37 3.93    1
## 8893  1.00   Premium     G     SI1  62.5  59.0  4493 6.35 6.29 3.95    1
## 8894  1.05     Ideal     I     SI1  61.0  57.0  4494 6.55 6.62 4.02    1
## 8895  1.07   Premium     H     SI2  61.2  60.0  4494 6.57 6.53 4.01    1
## 8896  1.07     Ideal     H     SI2  62.8  57.0  4494 6.58 6.50 4.11    1
## 8897  1.07   Premium     H     VS1  60.5  61.0  4494 6.67 6.59 4.01    1
## 8898  0.80 Very Good     E     VS1  62.4  54.0  4495 5.98 5.94 3.72    1
## 8899  1.07      Fair     E     SI2  62.2  66.0  4496 6.57 6.48 4.06    1
## 8900  1.09   Premium     H     SI2  61.7  60.0  4496 6.57 6.59 4.06    1
## 8901  1.00      Good     E     SI2  63.3  58.0  4496 6.32 6.35 4.01    1
## 8902  1.00   Premium     E     SI2  62.7  58.0  4496 6.34 6.41 4.00    1
## 8903  1.00 Very Good     H     SI2  60.8  60.0  4496 6.44 6.49 3.93    1
## 8904  1.00      Good     I     SI1  61.0  60.0  4496 6.36 6.39 3.89    1
## 8905  1.01      Good     H     SI1  62.9  57.0  4496 6.27 6.36 3.97    1
## 8906  0.90 Very Good     D     SI1  62.3  58.0  4497 6.14 6.16 3.83    1
## 8907  0.71     Ideal     F    VVS2  61.6  56.0  4497 5.73 5.75 3.53    1
## 8908  1.11     Ideal     J     SI1  62.4  57.0  4497 6.57 6.60 4.11    1
## 8909  1.01   Premium     F     SI2  62.7  59.0  4497 6.40 6.35 4.00    1
## 8910  1.10   Premium     H     SI2  58.9  57.0  4497 6.86 6.82 4.03    1
## 8911  1.10      Good     I     SI1  63.7  59.0  4497 6.56 6.50 4.16    1
## 8912  1.01     Ideal     F     SI2  60.5  57.0  4497 6.53 6.49 3.94    1
## 8913  1.01   Premium     F     SI2  61.6  58.0  4497 6.40 6.39 3.94    1
## 8914  1.01   Premium     F     SI2  60.0  59.0  4497 6.61 6.48 3.93    1
## 8915  1.01   Premium     F     SI2  62.2  59.0  4497 6.45 6.41 4.00    1
## 8916  1.01   Premium     F     SI2  61.3  60.0  4497 6.43 6.40 3.93    1
## 8917  1.01     Ideal     F     SI2  62.5  55.0  4497 6.40 6.39 4.00    1
## 8918  1.01   Premium     F     SI2  62.8  60.0  4497 6.40 6.33 4.00    1
## 8919  1.01   Premium     F     SI2  62.4  58.0  4497 6.41 6.37 3.99    1
## 8920  1.01   Premium     F     SI2  62.6  60.0  4497 6.37 6.35 3.98    1
## 8921  1.01 Very Good     F     SI2  63.2  59.0  4497 6.38 6.35 4.02    1
## 8922  1.01   Premium     F     SI2  62.2  59.0  4497 6.42 6.38 3.98    1
## 8923  1.01   Premium     F     SI2  61.6  58.0  4497 6.45 6.40 3.96    1
## 8924  1.12 Very Good     H     SI2  60.9  60.0  4498 6.71 6.76 4.10    1
## 8925  1.12 Very Good     H     SI2  62.9  58.0  4498 6.55 6.62 4.14    1
## 8926  1.01 Very Good     G     SI2  63.7  57.0  4498 6.30 6.35 4.03    1
## 8927  0.90 Very Good     F     SI1  59.1  59.0  4498 6.30 6.35 3.74    1
## 8928  1.19      Good     J     SI1  59.8  64.0  4498 6.94 6.90 4.14    1
## 8929  1.19   Premium     I     SI2  62.6  58.0  4498 6.82 6.69 4.23    1
## 8930  1.19   Premium     I     SI2  60.1  59.0  4498 6.90 6.82 4.12    1
## 8931  1.19   Premium     I     SI2  59.5  59.0  4498 6.95 6.89 4.12    1
## 8932  1.19   Premium     J     SI1  63.0  54.0  4498 6.82 6.74 4.27    1
## 8933  1.00      Good     I     VS1  63.9  56.0  4499 6.18 6.37 4.01    1
## 8934  0.96     Ideal     F     SI2  60.9  60.0  4500 6.31 6.36 3.86    1
## 8935  0.90   Premium     E     VS2  62.2  59.0  4500 6.18 6.13 3.83    1
## 8936  1.02 Very Good     G     SI2  63.8  55.0  4501 6.37 6.40 4.07    1
## 8937  1.14      Good     G     SI2  63.7  58.0  4501 6.62 6.54 4.19    1
## 8938  1.02     Ideal     G     SI2  62.4  54.0  4501 6.39 6.47 4.02    1
## 8939  0.91      Good     F     VS1  63.1  59.0  4502 6.14 6.19 3.89    1
## 8940  1.20 Very Good     F     SI2  63.2  58.0  4502 6.78 6.74 4.27    1
## 8941  0.90   Premium     E     SI1  62.3  56.0  4502 6.21 6.14 3.85    1
## 8942  1.34   Premium     H     SI2  61.6  60.0  4502 7.05 6.97 4.32    1
## 8943  0.93      Good     G     VS1  63.8  59.0  4503 6.15 6.21 3.94    1
## 8944  0.90 Very Good     G     VS2  60.2  59.0  4503 6.22 6.28 3.76    1
## 8945  1.03   Premium     F     SI2  60.7  60.0  4503 6.47 6.52 3.94    1
## 8946  1.03 Very Good     F     SI2  61.4  57.0  4503 6.53 6.60 4.03    1
## 8947  1.03   Premium     F     SI2  61.6  58.0  4503 6.43 6.46 3.97    1
## 8948  1.03 Very Good     F     SI2  62.4  59.0  4503 6.38 6.45 4.00    1
## 8949  0.76 Very Good     F    VVS1  62.1  57.0  4504 5.80 5.83 3.61    1
## 8950  0.76 Very Good     F    VVS1  59.6  58.0  4504 5.91 5.96 3.54    1
## 8951  0.90 Very Good     F     VS2  63.2  58.0  4504 6.11 6.16 3.88    1
## 8952  1.00      Good     F     SI1  63.6  62.0  4504 6.24 6.30 3.99    1
## 8953  1.00      Good     F     SI1  62.5  57.0  4504 6.28 6.39 3.96    1
## 8954  1.05     Ideal     H     SI2  61.9  56.0  4504 6.49 6.56 4.04    1
## 8955  1.00 Very Good     F     SI1  61.4  60.0  4504 6.35 6.38 3.91    1
## 8956  0.97 Very Good     G     SI1  61.0  59.0  4504 6.36 6.40 3.89    1
## 8957  1.01     Ideal     E     SI2  61.5  55.0  4504 6.45 6.49 3.98    1
## 8958  1.01      Good     G     SI1  63.8  56.0  4504 6.32 6.37 4.05    1
## 8959  0.90   Premium     D     VS2  58.7  62.0  4505 6.32 6.29 3.70    1
## 8960  1.01      Good     E     SI2  58.5  61.0  4506 6.51 6.55 3.82    1
## 8961  1.06 Very Good     I     SI1  60.2  59.0  4507 6.62 6.67 4.00    1
## 8962  1.04   Premium     F     SI2  62.6  58.0  4507 6.49 6.44 4.05    1
## 8963  1.19     Ideal     J     SI2  61.7  56.0  4508 6.80 6.85 4.21    1
## 8964  0.95     Ideal     H     SI1  61.9  56.0  4508 6.29 6.35 3.91    1
## 8965  0.90      Good     F     VS1  63.3  59.0  4508 6.03 6.07 3.83    1
## 8966  1.04 Very Good     F     SI2  63.1  60.0  4508 6.42 6.35 4.03    1
## 8967  1.15   Premium     H     SI2  62.4  57.0  4508 6.66 6.59 4.14    1
## 8968  1.36   Premium     G      I1  62.1  57.0  4509 7.11 7.06 4.40    1
## 8969  1.20     Ideal     J     SI2  59.1  62.0  4509 6.97 6.94 4.11    1
## 8970  1.01     Ideal     I     SI1  61.9  57.0  4509 6.40 6.50 3.98    1
## 8971  1.28     Ideal     G      I1  61.6  57.0  4509 6.96 6.93 4.28    1
## 8972  1.22   Premium     H     SI2  61.3  60.0  4509 6.87 6.81 4.19    1
## 8973  1.22   Premium     J     SI2  62.1  59.0  4509 6.82 6.77 4.22    1
## 8974  1.00      Good     H     SI1  61.0  61.0  4510 6.36 6.42 3.90    1
## 8975  1.05   Premium     G     SI1  59.1  57.0  4510 6.73 6.63 3.95    1
## 8976  0.91   Premium     G     VS1  60.9  54.0  4510 6.38 6.27 3.85    1
## 8977  1.04 Very Good     I     VS2  61.9  58.0  4511 6.47 6.55 4.03    1
## 8978  1.00     Ideal     I     VS2  62.5  55.0  4511 6.41 6.36 4.00    1
## 8979  0.93     Ideal     E     SI1  61.9  55.0  4511 6.26 6.31 3.89    1
## 8980  0.91      Good     E     SI1  63.5  57.0  4512 6.11 6.14 3.89    1
## 8981  0.91 Very Good     E     SI1  62.5  61.0  4512 6.10 6.19 3.84    1
## 8982  0.91      Good     E     SI1  63.1  58.0  4512 6.12 6.17 3.88    1
## 8983  1.01     Ideal     H     SI1  62.6  55.0  4513 6.42 6.36 4.00    1
## 8984  1.07     Ideal     D     SI2  61.4  56.0  4513 6.55 6.58 4.03    1
## 8985  1.14   Premium     D     SI2  62.4  58.0  4513 6.67 6.70 4.17    1
## 8986  0.93 Very Good     G     SI1  61.7  56.0  4513 6.22 6.26 3.85    1
## 8987  1.01   Premium     H     SI1  62.3  61.0  4513 6.39 6.32 3.96    1
## 8988  0.91     Ideal     E     SI1  61.2  58.0  4513 6.24 6.30 3.84    1
## 8989  1.01 Very Good     H     SI1  63.1  60.0  4513 6.41 6.37 4.03    1
## 8990  1.01   Premium     H     SI1  61.8  61.0  4513 6.47 6.40 3.98    1
## 8991  1.01   Premium     H     SI1  62.4  58.0  4513 6.41 6.35 3.98    1
## 8992  1.01   Premium     H     SI1  62.3  58.0  4513 6.42 6.35 3.98    1
## 8993  1.01   Premium     H     SI1  61.3  58.0  4513 6.47 6.39 3.94    1
## 8994  1.01 Very Good     H     SI1  63.5  62.0  4513 6.36 6.24 4.00    1
## 8995  0.91 Very Good     H     VS1  60.0  58.0  4514 6.29 6.38 3.80    1
## 8996  1.20 Very Good     I     SI2  60.3  57.0  4514 6.88 6.95 4.17    1
## 8997  1.20   Premium     J     SI1  60.7  60.0  4514 6.88 6.92 4.19    1
## 8998  0.90 Very Good     D     SI1  61.9  55.0  4514 6.18 6.22 3.84    1
## 8999  1.00 Very Good     H     VS2  63.3  60.0  4514 6.31 6.22 3.97    1
## 9000  1.00   Premium     H     VS2  60.2  62.0  4514 6.46 6.43 3.88    1
## 9001  1.00   Premium     H     VS2  58.9  56.0  4514 6.53 6.51 3.84    1
## 9002  1.00   Premium     H     VS2  58.4  60.0  4514 6.36 6.30 3.70    1
## 9003  0.90 Very Good     G     VS1  61.3  61.0  4515 6.15 6.25 3.80    1
## 9004  1.04     Ideal     H     SI1  61.9  57.0  4515 6.49 6.46 4.01    1
## 9005  1.04     Ideal     H     SI1  62.7  54.0  4515 6.51 6.47 4.07    1
## 9006  1.00 Very Good     I     VS1  63.3  55.0  4516 6.39 6.34 4.03    1
## 9007  1.05 Very Good     G     SI2  62.6  62.0  4516 6.45 6.49 4.05    1
## 9008  1.06 Very Good     H     SI2  62.4  54.0  4516 6.50 6.54 4.07    1
## 9009  1.06     Ideal     H     SI2  60.1  59.0  4516 6.58 6.67 3.98    1
## 9010  1.05     Ideal     I     SI1  62.1  59.0  4516 6.50 6.47 4.03    1
## 9011  0.27     Ideal     D    VVS2  61.5  56.0   586 4.15 4.18 2.56    1
## 9012  0.27     Ideal     I    VVS2  61.2  56.0   587 4.18 4.20 2.56    1
## 9013  0.41     Ideal     J     VS2  61.7  55.0   587 4.79 4.81 2.96    1
## 9014  0.36     Ideal     H     VS2  61.0  57.0   587 4.59 4.63 2.81    1
## 9015  0.36     Ideal     H     VS2  60.8  56.0   587 4.61 4.63 2.81    1
## 9016  0.36     Ideal     H     VS2  61.4  57.0   587 4.59 4.63 2.83    1
## 9017  0.36     Ideal     H     VS2  61.0  55.0   587 4.59 4.62 2.81    1
## 9018  0.36     Ideal     H     VS2  61.0  56.0   587 4.61 4.63 2.82    1
## 9019  0.36     Ideal     I     VS1  62.0  54.0   587 4.58 4.61 2.85    1
## 9020  0.31     Ideal     G     VS1  60.6  58.0   587 4.39 4.42 2.67    1
## 9021  0.38     Ideal     G     SI2  61.7  56.0   587 4.64 4.67 2.87    1
## 9022  0.39     Ideal     F     SI2  62.2  55.0   587 4.68 4.71 2.92    1
## 9023  0.27     Ideal     I      IF  60.5  57.0   587 4.20 4.22 2.55    1
## 9024  0.31 Very Good     E     VS1  61.2  61.0   587 4.29 4.37 2.65    1
## 9025  0.30     Ideal     F     VS1  61.5  55.0   587 4.33 4.35 2.67    1
## 9026  0.39 Very Good     H     SI2  60.4  60.0   588 4.74 4.80 2.88    1
## 9027  0.33 Very Good     F     SI1  60.9  54.0   588 4.47 4.52 2.73    1
## 9028  0.40      Good     E     SI2  61.2  61.0   588 4.71 4.74 2.89    1
## 9029  0.28 Very Good     E     VS1  63.1  55.0   588 4.18 4.15 2.63    1
## 9030  0.35      Good     E     SI2  64.0  55.0   588 4.49 4.45 2.86    1
## 9031  0.34   Premium     I     SI1  61.7  56.0   589 4.54 4.51 2.79    1
## 9032  0.34   Premium     I     SI1  60.0  58.0   589 4.55 4.51 2.72    1
## 9033  0.34   Premium     I     SI1  60.4  56.0   589 4.56 4.54 2.75    1
## 9034  0.34     Ideal     I     SI1  61.9  57.0   589 4.52 4.49 2.79    1
## 9035  0.34     Ideal     I     SI1  60.2  57.0   589 4.54 4.50 2.72    1
## 9036  0.34     Ideal     I     SI1  62.8  57.0   589 4.45 4.43 2.79    1
## 9037  0.34     Ideal     I     SI1  61.9  57.0   589 4.48 4.44 2.76    1
## 9038  0.34     Ideal     I     SI1  62.4  56.0   589 4.49 4.45 2.79    1
## 9039  0.34     Ideal     I     SI1  62.3  55.0   589 4.47 4.42 2.77    1
## 9040  0.32 Very Good     D     SI1  62.6  58.0   589 4.33 4.36 2.72    1
## 9041  0.90   Premium     I      IF  62.6  59.0  4516 6.15 6.12 3.84    1
## 9042  1.00      Fair     E     SI2  65.2  59.0  4516 6.28 6.27 4.09    1
## 9043  1.20     Ideal     J     SI2  62.5  57.0  4516 6.80 6.74 4.23    1
## 9044  1.28      Good     H     SI2  63.8  55.0  4516 6.84 6.79 4.35    1
## 9045  1.00      Fair     E     SI2  63.0  58.0  4516 6.35 6.26 3.97    1
## 9046  1.06      Good     J     VS2  63.5  60.1  4517 6.43 6.51 4.11    1
## 9047  1.02      Good     H     SI2  60.3  63.0  4517 6.45 6.49 3.90    1
## 9048  1.02 Very Good     H     SI1  58.4  62.0  4518 6.55 6.61 3.84    1
## 9049  1.01     Ideal     I     SI1  62.3  59.0  4518 6.41 6.37 3.98    1
## 9050  1.13   Premium     G     SI2  60.0  61.0  4518 6.78 6.71 4.05    1
## 9051  1.09   Premium     I     VS2  63.0  56.0  4519 6.61 6.57 4.15    1
## 9052  1.03     Ideal     H     SI1  62.3  56.0  4520 6.45 6.48 4.03    1
## 9053  1.03 Very Good     H     SI1  61.1  59.0  4520 6.50 6.56 3.99    1
## 9054  1.14   Premium     D     SI2  62.6  58.0  4520 6.64 6.58 4.14    1
## 9055  1.11     Ideal     H     SI2  61.3  60.0  4520 6.68 6.66 4.09    1
## 9056  1.00      Good     D     SI2  62.8  61.0  4520 6.31 6.36 3.98    1
## 9057  1.20 Very Good     G     SI1  63.4  55.0  4520 6.72 6.65 4.24    1
## 9058  0.83 Very Good     D     VS1  58.2  59.0  4521 6.19 6.24 3.62    1
## 9059  1.08     Ideal     I     SI1  62.1  59.0  4521 6.57 6.53 4.07    1
## 9060  1.02      Good     H     SI2  61.4  60.0  4521 6.44 6.49 3.97    1
## 9061  0.90 Very Good     D     VS2  63.5  61.0  4521 6.16 6.09 3.89    1
## 9062  1.03     Ideal     E     SI2  62.5  56.0  4522 6.48 6.45 4.04    1
## 9063  1.03   Premium     E     SI2  61.0  60.0  4522 6.53 6.46 3.96    1
## 9064  1.07   Premium     G     SI2  62.0  59.0  4523 6.54 6.50 4.04    1
## 9065  1.11      Good     H     SI1  64.2  58.0  4523 6.47 6.53 4.17    1
## 9066  1.20 Very Good     J     SI2  61.2  58.0  4523 6.77 6.82 4.16    1
## 9067  0.90 Very Good     D     SI1  64.2  55.0  4523 6.09 6.16 3.93    1
## 9068  0.90 Very Good     D     SI1  63.0  58.0  4523 6.11 6.14 3.86    1
## 9069  1.06     Ideal     H     SI2  62.7  57.0  4523 6.46 6.50 4.06    1
## 9070  0.90     Ideal     F     SI1  62.5  57.0  4523 6.13 6.15 3.84    1
## 9071  0.90     Ideal     D     SI1  62.1  57.0  4523 6.18 6.25 3.86    1
## 9072  0.91      Good     E     SI1  60.2  60.0  4523 6.17 6.26 3.74    1
## 9073  1.32   Premium     G     SI2  58.9  59.0  4524 7.25 7.18 4.25    1
## 9074  1.20   Premium     G     SI2  61.8  60.0  4524 6.85 6.78 4.21    1
## 9075  1.02 Very Good     E     SI1  63.1  57.0  4524 6.43 6.37 4.04    1
## 9076  1.08     Ideal     J     SI1  61.8  56.0  4524 6.58 6.55 4.06    1
## 9077  1.01   Premium     I     SI1  60.8  61.0  4525 6.47 6.43 3.92    1
## 9078  1.01      Fair     E     VS2  66.6  55.0  4525 6.27 6.20 4.15    1
## 9079  1.01 Very Good     I     SI1  63.2  54.0  4525 6.41 6.35 4.03    1
## 9080  1.01   Premium     G     SI2  61.9  60.0  4525 6.37 6.33 3.93    1
## 9081  1.01   Premium     G     SI1  63.0  58.0  4525 6.35 6.29 3.98    1
## 9082  0.93 Very Good     D     SI1  60.8  59.0  4527 6.24 6.27 3.80    1
## 9083  1.01 Very Good     D     SI2  62.0  59.0  4528 6.36 6.40 3.96    1
## 9084  1.00      Good     G     SI1  62.5  65.0  4528 6.24 6.31 3.92    1
## 9085  1.00      Good     G     SI1  61.6  62.0  4528 6.37 6.45 3.95    1
## 9086  1.05      Good     I     VS2  63.1  58.0  4529 6.42 6.47 4.07    1
## 9087  0.96   Premium     H     VS2  61.7  55.0  4529 6.36 6.31 3.91    1
## 9088  0.85   Premium     F    VVS2  61.2  60.0  4530 6.10 6.13 3.74    1
## 9089  1.04     Ideal     E     SI1  62.0  57.0  4530 6.47 6.50 4.02    1
## 9090  1.06     Ideal     I     VS2  62.3  56.0  4530 6.56 6.51 4.07    1
##  [ reached 'max' / getOption("max.print") -- omitted 44704 rows ]
class(df)
## [1] "tbl_df"     "tbl"        "data.frame"
count<-dplyr::count
count(diamonds,cut)
## # A tibble: 5 × 2
##   cut           n
##   <ord>     <int>
## 1 Fair       1610
## 2 Good       4906
## 3 Very Good 12082
## 4 Premium   13791
## 5 Ideal     21551
#데이터셋에서 원하는 열을 추출
df1<-diamonds %>% select(carat,price)
df1
## # A tibble: 53,940 × 2
##    carat price
##    <dbl> <int>
##  1  0.23   326
##  2  0.21   326
##  3  0.23   327
##  4  0.29   334
##  5  0.31   335
##  6  0.24   336
##  7  0.24   336
##  8  0.26   337
##  9  0.22   337
## 10  0.23   338
## # … with 53,930 more rows
df5<-diamonds %>% select(1:4)
df5
## # A tibble: 53,940 × 4
##    carat cut       color clarity
##    <dbl> <ord>     <ord> <ord>  
##  1  0.23 Ideal     E     SI2    
##  2  0.21 Premium   E     SI1    
##  3  0.23 Good      E     VS1    
##  4  0.29 Premium   I     VS2    
##  5  0.31 Good      J     SI2    
##  6  0.24 Very Good J     VVS2   
##  7  0.24 Very Good I     VVS1   
##  8  0.26 Very Good H     SI1    
##  9  0.22 Fair      E     VS2    
## 10  0.23 Very Good H     VS1    
## # … with 53,930 more rows
#carat빼고 출력
df6<-diamonds %>% select(-carat)
df6
## # A tibble: 53,940 × 9
##    cut       color clarity depth table price     x     y     z
##    <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
##  1 Ideal     E     SI2      61.5    55   326  3.95  3.98  2.43
##  2 Premium   E     SI1      59.8    61   326  3.89  3.84  2.31
##  3 Good      E     VS1      56.9    65   327  4.05  4.07  2.31
##  4 Premium   I     VS2      62.4    58   334  4.2   4.23  2.63
##  5 Good      J     SI2      63.3    58   335  4.34  4.35  2.75
##  6 Very Good J     VVS2     62.8    57   336  3.94  3.96  2.48
##  7 Very Good I     VVS1     62.3    57   336  3.95  3.98  2.47
##  8 Very Good H     SI1      61.9    55   337  4.07  4.11  2.53
##  9 Fair      E     VS2      65.1    61   337  3.87  3.78  2.49
## 10 Very Good H     VS1      59.4    61   338  4     4.05  2.39
## # … with 53,930 more rows
#행의 일부를 출력
diamonds %>% slice(1:5)
## # A tibble: 5 × 10
##   carat cut     color clarity depth table price     x     y     z
##   <dbl> <ord>   <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal   E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.21 Premium E     SI1      59.8    61   326  3.89  3.84  2.31
## 3  0.23 Good    E     VS1      56.9    65   327  4.05  4.07  2.31
## 4  0.29 Premium I     VS2      62.4    58   334  4.2   4.23  2.63
## 5  0.31 Good    J     SI2      63.3    58   335  4.34  4.35  2.75
diamonds %>% slice(-1)
## # A tibble: 53,939 × 10
##    carat cut       color clarity depth table price     x     y     z
##    <dbl> <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
##  1  0.21 Premium   E     SI1      59.8    61   326  3.89  3.84  2.31
##  2  0.23 Good      E     VS1      56.9    65   327  4.05  4.07  2.31
##  3  0.29 Premium   I     VS2      62.4    58   334  4.2   4.23  2.63
##  4  0.31 Good      J     SI2      63.3    58   335  4.34  4.35  2.75
##  5  0.24 Very Good J     VVS2     62.8    57   336  3.94  3.96  2.48
##  6  0.24 Very Good I     VVS1     62.3    57   336  3.95  3.98  2.47
##  7  0.26 Very Good H     SI1      61.9    55   337  4.07  4.11  2.53
##  8  0.22 Fair      E     VS2      65.1    61   337  3.87  3.78  2.49
##  9  0.23 Very Good H     VS1      59.4    61   338  4     4.05  2.39
## 10  0.3  Good      J     SI1      64      55   339  4.25  4.28  2.73
## # … with 53,929 more rows
#행의 조건을 설정하여 조건에 맞는 행 추출
diamonds %>% filter(cut=="Good") %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Good  E     VS1      56.9    65   327  4.05  4.07  2.31
## 2  0.31 Good  J     SI2      63.3    58   335  4.34  4.35  2.75
## 3  0.3  Good  J     SI1      64      55   339  4.25  4.28  2.73
max(diamonds$price)
## [1] 18823
diamonds %>% filter(price==max(price))
## # A tibble: 1 × 10
##   carat cut     color clarity depth table price     x     y     z
##   <dbl> <ord>   <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  2.29 Premium I     VS2      60.8    60 18823   8.5  8.47  5.16
#!=는 같지않음을 의미
diamonds %>% filter(cut!="Premium") %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.23 Good  E     VS1      56.9    65   327  4.05  4.07  2.31
## 3  0.31 Good  J     SI2      63.3    58   335  4.34  4.35  2.75
diamonds %>% filter(price>=1000) %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.7  Ideal E     SI1      62.5    57  2757  5.7   5.72  3.57
## 2  0.86 Fair  E     SI2      55.1    69  2757  6.45  6.33  3.52
## 3  0.7  Ideal G     VS2      61.6    56  2757  5.7   5.67  3.5
diamonds %>% filter(price==1000) %>% head(3)
## # A tibble: 3 × 10
##   carat cut       color clarity depth table price     x     y     z
##   <dbl> <ord>     <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.38 Very Good E     VVS2     61.8    56  1000  4.66  4.68  2.88
## 2  0.39 Very Good F     VS1      57.1    61  1000  4.86  4.91  2.79
## 3  0.38 Very Good E     VS1      61.5    58  1000  4.64  4.69  2.87
diamonds %>% filter(price!=1000) %>% head(3)
## # A tibble: 3 × 10
##   carat cut     color clarity depth table price     x     y     z
##   <dbl> <ord>   <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal   E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.21 Premium E     SI1      59.8    61   326  3.89  3.84  2.31
## 3  0.23 Good    E     VS1      56.9    65   327  4.05  4.07  2.31
#두가지 조건 동시만족/세가지조건 동시만족/OR
diamonds %>% filter(price!=1000&cut=='Ideal') %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.23 Ideal J     VS1      62.8    56   340  3.93  3.9   2.46
## 3  0.31 Ideal J     SI2      62.2    54   344  4.35  4.37  2.71
diamonds %>% filter(price!=1000&cut=="Ideal"&color=="E") %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.26 Ideal E     VVS2     62.9    58   554  4.02  4.06  2.54
## 3  0.7  Ideal E     SI1      62.5    57  2757  5.7   5.72  3.57
diamonds %>% filter(carat<1|carat>5) %>% head(3)
## # A tibble: 3 × 10
##   carat cut     color clarity depth table price     x     y     z
##   <dbl> <ord>   <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Ideal   E     SI2      61.5    55   326  3.95  3.98  2.43
## 2  0.21 Premium E     SI1      59.8    61   326  3.89  3.84  2.31
## 3  0.23 Good    E     VS1      56.9    65   327  4.05  4.07  2.31
diamonds %>% filter(carat>5) %>% head(3)
## # A tibble: 1 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  5.01 Fair  J     I1       65.5    59 18018  10.7  10.5  6.98
# %in%함수는 Ideal와 Good을 만족하는 데이터 불러오기
diamonds %>% filter(cut%in%c("ldeal","Good")) %>% head(3)
## # A tibble: 3 × 10
##   carat cut   color clarity depth table price     x     y     z
##   <dbl> <ord> <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl>
## 1  0.23 Good  E     VS1      56.9    65   327  4.05  4.07  2.31
## 2  0.31 Good  J     SI2      63.3    58   335  4.34  4.35  2.75
## 3  0.3  Good  J     SI1      64      55   339  4.25  4.28  2.73
#열변수 추출후 각각의 조건을 만족하는 행 추출
diamonds %>% select(carat,depth,price) %>% filter(depth==max(depth)|price==min(price))
## # A tibble: 4 × 3
##   carat depth price
##   <dbl> <dbl> <int>
## 1  0.23  61.5   326
## 2  0.21  59.8   326
## 3  0.5   79    2579
## 4  0.5   79    2579
#파생변수 만들기 Ratio와 Double변수 만들기
diamonds %>% mutate(Ratio=price/carat,Double=Ratio*2) %>% head(3)
## # A tibble: 3 × 12
##   carat cut     color clarity depth table price     x     y     z Ratio Double
##   <dbl> <ord>   <ord> <ord>   <dbl> <dbl> <int> <dbl> <dbl> <dbl> <dbl>  <dbl>
## 1  0.23 Ideal   E     SI2      61.5    55   326  3.95  3.98  2.43 1417.  2835.
## 2  0.21 Premium E     SI1      59.8    61   326  3.89  3.84  2.31 1552.  3105.
## 3  0.23 Good    E     VS1      56.9    65   327  4.05  4.07  2.31 1422.  2843.
#집단별 통계량 구하기
diamonds %>% summarise(mean(price))
## # A tibble: 1 × 1
##   `mean(price)`
##           <dbl>
## 1         3933.
diamonds %>% summarise(AvgPrice=mean(price),
                       MedianPrice=median(price),
                       AvgCarat=mean(carat))
## # A tibble: 1 × 3
##   AvgPrice MedianPrice AvgCarat
##      <dbl>       <dbl>    <dbl>
## 1    3933.        2401    0.798
#group_by()
group_by<-dplyr::group_by
diamonds %>% group_by(cut) %>%
  summarize(AvgPrice=mean(price),SumCarat=sum(carat))
##   AvgPrice SumCarat
## 1   3932.8 43040.87
#도수 구하기
diamonds %>% group_by(cut) %>% 
  summarise(n=n()) %>% 
  mutate(total=sum(n), pct=n/total*100)
## # A tibble: 5 × 4
##   cut           n total   pct
##   <ord>     <int> <int> <dbl>
## 1 Fair       1610 53940  2.98
## 2 Good       4906 53940  9.10
## 3 Very Good 12082 53940 22.4 
## 4 Premium   13791 53940 25.6 
## 5 Ideal     21551 53940 40.0
#09 mutate, ifelse
quantile(diamonds$price) 
##       0%      25%      50%      75%     100% 
##   326.00   950.00  2401.00  5324.25 18823.00
diamonds1<-diamonds %>% mutate(price_class=ifelse(price>= 5324.25,"best",
                                                  ifelse(price>=2401,"good",
                                                  ifelse(price>=950,"normal","bad"))))
table(diamonds1$price_class)
## 
##    bad   best   good normal 
##  13483  13485  13496  13476
diamonds1 %>% count(price_class)
## # A tibble: 4 × 2
##   price_class     n
##   <chr>       <int>
## 1 bad         13483
## 2 best        13485
## 3 good        13496
## 4 normal      13476
#오름차순 내림차순 정렬
diamonds %>% group_by(cut) %>% summarize(AvgPrice=mean(price)) %>% arrange(desc(AvgPrice))
##   AvgPrice
## 1   3932.8
diamonds %>% group_by(cut) %>% summarize(AvgPrice=mean(price)) %>% arrange(AvgPrice)
##   AvgPrice
## 1   3932.8
ott1<-data.frame(id=c(1,2,3),car=c("bmw","bmw","bmw"),
                 fe=c(20,22,24))
ott2<-data.frame(id=c(1,4,5),fe1=c(30,34,35))
ott1
##   id car fe
## 1  1 bmw 20
## 2  2 bmw 22
## 3  3 bmw 24
ott2
##   id fe1
## 1  1  30
## 2  4  34
## 3  5  35
#ott1이 기준 id가 1,2,3이 출력(left_join()함수는 시험에 무조건 쓰임)
left_join(ott1,ott2,by='id')
##   id car fe fe1
## 1  1 bmw 20  30
## 2  2 bmw 22  NA
## 3  3 bmw 24  NA
left_join(ott2,ott1,by='id')
##   id fe1  car fe
## 1  1  30  bmw 20
## 2  4  34 <NA> NA
## 3  5  35 <NA> NA
inner_join(ott1,ott2,by='id')
##   id car fe fe1
## 1  1 bmw 20  30