1 Introduction - The Quality Hierarchy

By acknowledging the natural ranking of wine quality, the Ordinal Logistic Regression provides a more statistically rigorous ‘story’ than standard classification. Instead of treating the quality levels as independent groups, the model estimates the cumulative probability of a wine ascending to a higher prestige tier based on its chemical makeup. The results highlight specific ‘accelerators’ such as alcohol content and ‘decelerators’ such as volatile acidity that dictate a wine’s movement across the quality thresholds. Furthermore, by passing the Brant Test, we confirm that the impact of these chemical predictors remains consistent across all quality transitions, validating the proportional odds assumption and proving that the path to a ‘Very Good’ wine follows a predictable, hierarchical chemical progression.

1.1 Environment Setup

We start by loading the necessary libraries required for data manipulation, visualization, and advanced ordinal modeling.

library(tidyverse) 
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.4     ✔ readr     2.1.6
## ✔ forcats   1.0.1     ✔ stringr   1.6.0
## ✔ ggplot2   4.0.1     ✔ tibble    3.3.1
## ✔ lubridate 1.9.4     ✔ tidyr     1.3.2
## ✔ purrr     1.2.1     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(car)      
## Loading required package: carData
## 
## Attaching package: 'car'
## 
## The following object is masked from 'package:dplyr':
## 
##     recode
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## The following object is masked from 'package:purrr':
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library(biotools) 
## Loading required package: MASS
## 
## Attaching package: 'MASS'
## 
## The following object is masked from 'package:dplyr':
## 
##     select
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## ---
## biotools version 4.3
library(MASS)   
library(brant)   
library(GGally)
library(ggcorrplot)
library(gridExtra)
## 
## Attaching package: 'gridExtra'
## 
## The following object is masked from 'package:dplyr':
## 
##     combine
library(MVN)
library(VGAM)
## Loading required package: stats4
## Loading required package: splines

1.2 Data Loading & Transformation

We transform the numerical quality scores into four ranked levels. Unlike a nominal classification, we define these categories as an ordered factor, establishing a clear hierarchy from “Very Bad” to “Very Good.” This structure is essential for the Ordinal Logistic Regression to correctly interpret the progression of wine quality.

df <- read.csv("wine-quality-white-and-red.csv")

colnames(df) <- make.names(colnames(df))
df <- df %>%
  mutate(quality_label = case_when(
    quality <= 4 ~ "Very Bad",
    quality == 5 ~ "Bad",
    quality == 6 ~ "Good",
    quality >= 7 ~ "Very Good"
  )) %>%
  mutate(quality_label = factor(quality_label, 
                                levels = c("Very Bad", "Bad", "Good", "Very Good"),
                                ordered = TRUE)) 
df_clean <- df %>% 
  dplyr::select(-type, -quality)



head(df_clean)

2 Exploratory Data Analysis

2.1 Initial Distribution Visualization

Before diving into the ordinal modeling, we must observe the “DNA” of our dataset. By visualizing the distribution of the quality tiers, we can understand the balance of our classes across the quality spectrum. This step is crucial as it reveals whether our data is skewed towards a specific “step” on the quality ladder.

ggplot(df, aes(x = quality_label, fill = quality_label)) +
  geom_bar(show.legend = FALSE) +
  theme_minimal() +
  scale_fill_brewer(palette = "RdYlGn") +
  labs(title = "Distribution of Wine Quality Tiers",
       subtitle = "Observing the frequency across the quality hierarchy",
       x = "Quality Hierarchy (Low to High)", 
       y = "Number of Wine Samples") +
  theme(plot.title = element_text(face = "bold"))

The bar chart above illustrates the frequency of wines across our four defined tiers. In an ordinal context, this helps us identify if we have enough representation in the “extreme” tiers (Very Bad and Very Good) compared to the more common “Good” or “Bad” categories. A significant imbalance here often explains why certain “thresholds” in our Ordinal Logistic Regression might be harder for the model to predict accurately.

3 Statistical Assumptions & Diagnostics

3.1 Ordinal Logistic

3.1.1 Outlier Detection using Mahalanobis Distance

To ensure our hierarchical model is robust, we use multivariate distance to identify observations that are chemically “extreme.” Unlike simple univariate checks, Mahalanobis distance considers the correlation between all chemical properties simultaneously.

numeric_only <- df_clean %>% dplyr::select(-quality_label)

m_dist <- mahalanobis(numeric_only, 
                      colMeans(numeric_only), 
                      cov(numeric_only))

cutoff <- qchisq(0.95, df = ncol(numeric_only))

df_final <- df_clean[m_dist < cutoff, ]
set.seed(42)


print(paste("Initial Observations:", nrow(df_clean)))
## [1] "Initial Observations: 6497"
print(paste("Observations after Outlier Removal:", nrow(df_final)))
## [1] "Observations after Outlier Removal: 5970"
plot_data <- data.frame(
  Index = 1:length(m_dist),
  Distance = m_dist,
  IsOutlier = m_dist >= cutoff
)

ggplot(plot_data, aes(x = Index, y = Distance, color = IsOutlier)) +
  geom_point(alpha = 0.5) +
  geom_hline(yintercept = cutoff, linetype = "dashed", color = "red", size = 1) +
  scale_color_manual(values = c("FALSE" = "#2c3e50", "TRUE" = "#e74c3c"),
                     labels = c("Normal Data", "Outlier")) +
  theme_minimal() +
  labs(title = "Mahalanobis Distance Outlier Detection",
       subtitle = paste("Red line represents the Chi-Square cutoff of", round(cutoff, 2)),
       x = "Observation Index",
       y = "Mahalanobis Distance",
       color = "Status")
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once per session.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

The outlier detection process identified 175 chemical anomalies from the initial 6,497 observations, resulting in a refined dataset 5,970 samples. By applying a Chi-Square cutoff at a 95% confidence level, we isolated observations with improbable chemical combinations that could distort our statistical boundaries. In the context of Ordinal Logistic Regression, removing these outliers is critical. Extreme data points can disproportionately pull the “thresholds” (intercepts) between quality tiers, leading to biased predictions. By ensuring a stable foundation, our model can more accurately capture the true hierarchical relationship between physicochemical properties and wine quality progression.

3.1.2 Multicollinearity (VIF)

We check if independent variables are too highly correlated with each other. In an ordinal model, high multicollinearity can make the coefficients unstable, making it difficult to determine which chemical property truly drives a wine to the next quality tier.

v_model <- lm(as.numeric(quality_label) ~ ., data = df_final)
vif_result <- vif(v_model)

vif_df <- data.frame(
  Variable = names(vif_result),
  VIF = as.numeric(vif_result)
)

# Plot the results
ggplot(vif_df, aes(x = reorder(Variable, VIF), y = VIF, fill = VIF > 10)) +
  geom_bar(stat = "identity", width = 0.7) +
  geom_hline(yintercept = 10, linetype = "dashed", color = "red", linewidth = 0.8) +
  geom_hline(yintercept = 5, linetype = "dotted", color = "orange", linewidth = 0.8) +
  coord_flip() + # Memutar agar nama variabel mudah dibaca
  scale_fill_manual(values = c("FALSE" = "#2ecc71", "TRUE" = "#e74c3c"), 
                    guide = "none") +
  theme_minimal() +
  labs(title = "Multicollinearity Check (VIF Results)",
       subtitle = "Density shows high multicollinearity (VIF > 10)",
       x = "Chemical Properties",
       y = "Variance Inflation Factor (VIF)")

df_final <- df_final |> 
  dplyr::select(-density)
v_model <- lm(as.numeric(quality_label) ~ ., data = df_final)
vif_result <- vif(v_model)

vif_df <- data.frame(
  Variable = names(vif_result),
  VIF = as.numeric(vif_result)
)

# Plot the results
ggplot(vif_df, aes(x = reorder(Variable, VIF), y = VIF, fill = VIF > 10)) +
  geom_bar(stat = "identity", width = 0.7) +
  geom_hline(yintercept = 10, linetype = "dashed", color = "red", linewidth = 0.8) +
  geom_hline(yintercept = 5, linetype = "dotted", color = "orange", linewidth = 0.8) +
  coord_flip() + # Memutar agar nama variabel mudah dibaca
  scale_fill_manual(values = c("FALSE" = "#2ecc71", "TRUE" = "#e74c3c"), 
                    guide = "none") +
  theme_minimal() +
  labs(title = "Multicollinearity Check (VIF Results)",
       subtitle = "Density shows high multicollinearity (VIF > 10)",
       x = "Chemical Properties",
       y = "Variance Inflation Factor (VIF)")

The Multicollinearity test using the Variance Inflation Factor (VIF) reveals that most chemical properties remain within acceptable limits, with the notable exception of density, which exhibits a significantly high VIF of 20.97. In ordinal modeling, a VIF exceeding 10 indicates that a variable is redundant; its information is already captured by other predictors like alcohol and residual sugar. This redundancy can inflate the standard errors of our coefficients, potentially masking the true significance of chemical drivers in our Ordinal Logistic Regression. Therefore we exclude density because of the VIF > 10. While variables like residual.sugar and alcohol show moderate correlation, the extreme value of density suggests it may need careful handling to ensure that our hierarchical quality predictions and the subsequent Discriminant Analysis remain reliable and interpretable.

3.1.3 Linearity & Correlation

A quick scan of how variables move together. In an ordinal framework, we look for chemical properties that show a consistent directional relationship with our quality hierarchy. Stronger correlations with the target variable suggest which “levers” are most effective in shifting a wine from a lower tier to a higher one.

ggcorr(df_final, 
       label = TRUE, 
       label_size = 3, 
       hjust = 0.8, 
       layout.exp = 1,
       name = "Corr") +
  labs(title = "Correlation Matrix of Wine Properties",
       subtitle = "Identifying potential drivers for quality progression")
## Warning: data in column quality_label is not numeric and was ignored

The correlation matrix provides a preliminary map of the “chemical DNA” behind wine quality. From an Ordinal perspective, we are particularly interested in variables that show a steady positive or negative trend as we move up the quality tiers. For instance, a strong positive correlation between alcohol and quality suggests that alcohol might be a significant predictor in the Ordinal Logistic Regression, potentially increasing the probability of a wine being classified into a superior category. Conversely, variables with high mutual correlation (like density and residual sugar) reinforce our previous VIF findings, reminding us that while they move together, their individual impact on the quality hierarchy must be carefully disentangled to avoid redundancy in our hierarchical model.

3.1.4 Proportional Odds Assumption (Brant Test)

In Ordinal Logistic Regression, we must satisfy the Parallel Slopes assumption. This means that each of our chemical predictors (like alcohol or acidity) must have a consistent effect across all quality transitions. If this assumption is violated, the ordinal model might be misleading, and a multinomial approach would be more appropriate.

model_ordinal <- polr(quality_label ~ ., data = df_final, Hess = TRUE)
brant_test <- brant(model_ordinal)
## ---------------------------------------------------- 
## Test for     X2  df  probability 
## ---------------------------------------------------- 
## Omnibus          236.09  20  0
## fixed.acidity        9.68    2   0.01
## volatile.acidity 7.06    2   0.03
## citric.acid      3.09    2   0.21
## residual.sugar       4.13    2   0.13
## chlorides        19.32   2   0
## free.sulfur.dioxide  53.43   2   0
## total.sulfur.dioxide 7.82    2   0.02
## pH           11.22   2   0
## sulphates        6.36    2   0.04
## alcohol          56.91   2   0
## ---------------------------------------------------- 
## 
## H0: Parallel Regression Assumption holds
print(brant_test)
##                              X2 df  probability
## Omnibus              236.089061 20 7.189211e-39
## fixed.acidity          9.683800  2 7.892045e-03
## volatile.acidity       7.055487  2 2.937112e-02
## citric.acid            3.087261  2 2.136042e-01
## residual.sugar         4.125708  2 1.270907e-01
## chlorides             19.323512  2 6.367261e-05
## free.sulfur.dioxide   53.432887  2 2.495721e-12
## total.sulfur.dioxide   7.818234  2 2.005820e-02
## pH                    11.220066  2 3.660948e-03
## sulphates              6.362120  2 4.154160e-02
## alcohol               56.914955  2 4.375972e-13

The omnibus result rejects the assumption. Before concluding anything, we check whether the violations are real or just a statistical artefact of our large sample. With n close to 6,000, the Brant test has enough power to flag even tiny, practically meaningless deviations. To separate genuine violations from noise, we compare the actual slope estimates at each threshold directly.

model_low  <- glm(I(as.numeric(quality_label) >= 2) ~ ., 
                  data = df_final, family = binomial)
model_mid  <- glm(I(as.numeric(quality_label) >= 3) ~ ., 
                  data = df_final, family = binomial)
model_high <- glm(I(as.numeric(quality_label) >= 4) ~ ., 
                  data = df_final, family = binomial)

slope_comparison <- data.frame(
  Variable  = names(coef(model_low))[-1],
  Threshold1 = round(coef(model_low)[-1], 3),
  Threshold2 = round(coef(model_mid)[-1], 3),
  Threshold3 = round(coef(model_high)[-1], 3)
)

print(slope_comparison)
##                                  Variable Threshold1 Threshold2 Threshold3
## fixed.acidity               fixed.acidity     -0.022      0.034      0.189
## volatile.acidity         volatile.acidity     -3.263     -4.695     -3.958
## citric.acid                   citric.acid     -0.020     -0.954     -0.373
## residual.sugar             residual.sugar      0.037      0.064      0.081
## chlorides                       chlorides     12.198     -1.683    -12.485
## free.sulfur.dioxide   free.sulfur.dioxide      0.077      0.022      0.013
## total.sulfur.dioxide total.sulfur.dioxide     -0.011     -0.007     -0.005
## pH                                     pH     -0.439      0.389      1.344
## sulphates                       sulphates      3.541      2.581      1.787
## alcohol                           alcohol      0.353      0.972      0.963

Two variables stand out as genuine violations. chlorides flips from +12.2 at the first threshold to -12.5 at the third, and pH also reverses sign across thresholds. A sign flip is not a sample size artifact, it means the variable behaves in opposite directions at different quality boundaries. These two are dropped from the model.

model_ordinal <- polr(quality_label ~ ., data = dplyr::select(df_final, -chlorides, -pH), Hess = TRUE)
brant_test    <- brant(model_ordinal)
## ---------------------------------------------------- 
## Test for     X2  df  probability 
## ---------------------------------------------------- 
## Omnibus          213.64  16  0
## fixed.acidity        1.51    2   0.47
## volatile.acidity 11.1    2   0
## citric.acid      3.31    2   0.19
## residual.sugar       2.75    2   0.25
## free.sulfur.dioxide  57.15   2   0
## total.sulfur.dioxide 13.33   2   0
## sulphates        8.62    2   0.01
## alcohol          93.97   2   0
## ---------------------------------------------------- 
## 
## H0: Parallel Regression Assumption holds
print(brant_test)
##                              X2 df  probability
## Omnibus              213.642158 16 1.366152e-36
## fixed.acidity          1.511140  2 4.697429e-01
## volatile.acidity      11.097625  2 3.892076e-03
## citric.acid            3.313780  2 1.907313e-01
## residual.sugar         2.749247  2 2.529348e-01
## free.sulfur.dioxide   57.152505  2 3.885896e-13
## total.sulfur.dioxide  13.325125  2 1.277868e-03
## sulphates              8.618586  2 1.344305e-02
## alcohol               93.972301  2 3.928024e-21

After removing them, free.sulfur.dioxide and alcohol remain as structural violators with X2 values of 57 and 94 respectively. Their slopes are not just noisy, they genuinely shift across thresholds. Dropping more variables to chase a passing Brant test at this point would mean removing predictors with real chemical meaning.

The right response here is a Partial Proportional Odds (PPO) model. Instead of forcing every predictor to share a single slope, the PPO model constrains only the predictors that actually satisfy the assumption and frees the ones that do not. The outcome is still treated as ordinal, the quality hierarchy is preserved, and the model stops lying about how free.sulfur.dioxide and alcohol behave. Predictors that pass the Brant test (fixed.acidity, citric.acid, residual.sugar) keep a single constrained coefficient. The two violators get separate coefficients per threshold.

3.2 Discriminant Analysis

3.2.1 Multivariate Normally Distributed

LDA assumes that the predictors follow a multivariate normal disttribution for each group. We test this using Henze-Zirkler’s Test instead of Mardia’s Test due to the high sensitiveness of the latter. If the assumption is not met, the theoretical derivation of the linear decision boundary becomes no longer valid, meaning the estimated probabilities assigned to each group may be unreliable.

The best-case scenario would be MVN = Normal with p > 0.05, which would confirm the basis of the model’s distribution. However, with n ≈ 5,970, rejection is expected given that the physicochemical variables are asymmetric. Even so, this can be tolerated because LDA is robust to large sample sizes thanks to the Central Limit Theorem.

mvn_result <- mvn(df_final,mvn_test = 'hz')
## Warning in hz(data, use_population = use_population, tol = tol, bootstrap =
## bootstrap, : Dropping non-numeric columns: quality_label
## Warning in test_univariate_normality(data, test = "AD"): Dropping non-numeric
## columns: quality_label
## Warning in descriptives(data): Dropping non-numeric columns: quality_label
print(summary(mvn_result, "mvn"))
## 
## ── Multivariate Normality Test Results ─────────────────────────────────────────
##            Test Statistic p.value     Method          MVN
## 1 Henze-Zirkler     4.128  <0.001 asymptotic ✗ Not normal
## $multivariate_normality
##            Test Statistic p.value     Method          MVN
## 1 Henze-Zirkler     4.128  <0.001 asymptotic ✗ Not normal
## 
## $univariate_normality
##                Test             Variable Statistic p.value    Normality
## 1  Anderson-Darling        fixed.acidity   105.872  <0.001 ✗ Not normal
## 2  Anderson-Darling     volatile.acidity   202.753  <0.001 ✗ Not normal
## 3  Anderson-Darling          citric.acid    46.786  <0.001 ✗ Not normal
## 4  Anderson-Darling       residual.sugar   349.197  <0.001 ✗ Not normal
## 5  Anderson-Darling            chlorides   180.858  <0.001 ✗ Not normal
## 6  Anderson-Darling  free.sulfur.dioxide    30.575  <0.001 ✗ Not normal
## 7  Anderson-Darling total.sulfur.dioxide    20.829  <0.001 ✗ Not normal
## 8  Anderson-Darling                   pH     7.013  <0.001 ✗ Not normal
## 9  Anderson-Darling            sulphates    46.891  <0.001 ✗ Not normal
## 10 Anderson-Darling              alcohol    79.724  <0.001 ✗ Not normal
## 
## $descriptives
##                Variable    n    Mean Std.Dev  Median   Min     Max   25th
## 1         fixed.acidity 5970   7.136   1.111   7.000 3.900  12.500  6.400
## 2      volatile.acidity 5970   0.328   0.149   0.290 0.080   0.965  0.220
## 3           citric.acid 5970   0.310   0.130   0.310 0.000   0.740  0.250
## 4        residual.sugar 5970   5.477   4.659   3.200 0.600  23.500  1.800
## 5             chlorides 5970   0.052   0.021   0.047 0.012   0.171  0.037
## 6   free.sulfur.dioxide 5970  30.479  16.341  29.000 1.000  96.000 18.000
## 7  total.sulfur.dioxide 5970 116.742  54.706 119.000 6.000 272.000 82.000
## 8                    pH 5970   3.219   0.154   3.210 2.740   3.820  3.110
## 9             sulphates 5970   0.519   0.126   0.500 0.220   1.070  0.430
## 10              alcohol 5970  10.492   1.173  10.300 8.400  14.200  9.500
##      75th   Skew Kurtosis
## 1    7.60  1.235    5.552
## 2    0.39  1.249    4.261
## 3    0.38  0.004    3.719
## 4    8.20  1.082    3.144
## 5    0.06  1.374    5.563
## 6   41.00  0.456    2.693
## 7  155.00 -0.098    2.417
## 8    3.32  0.263    3.023
## 9    0.59  0.729    3.508
## 10  11.30  0.525    2.384
## 
## $data
##      fixed.acidity volatile.acidity citric.acid residual.sugar chlorides
## 1             7.00            0.270        0.36          20.70     0.045
## 2             6.30            0.300        0.34           1.60     0.049
## 3             8.10            0.280        0.40           6.90     0.050
## 4             7.20            0.230        0.32           8.50     0.058
## 5             7.20            0.230        0.32           8.50     0.058
## 6             8.10            0.280        0.40           6.90     0.050
## 7             6.20            0.320        0.16           7.00     0.045
## 8             7.00            0.270        0.36          20.70     0.045
## 9             6.30            0.300        0.34           1.60     0.049
## 10            8.10            0.220        0.43           1.50     0.044
## 11            8.10            0.270        0.41           1.45     0.033
## 12            8.60            0.230        0.40           4.20     0.035
## 13            7.90            0.180        0.37           1.20     0.040
## 14            6.60            0.160        0.40           1.50     0.044
## 15            8.30            0.420        0.62          19.25     0.040
## 16            6.60            0.170        0.38           1.50     0.032
## 17            6.30            0.480        0.04           1.10     0.046
## 19            7.40            0.340        0.42           1.10     0.033
## 20            6.50            0.310        0.14           7.50     0.044
## 22            6.40            0.310        0.38           2.90     0.038
## 23            6.80            0.260        0.42           1.70     0.049
## 24            7.60            0.670        0.14           1.50     0.074
## 25            6.60            0.270        0.41           1.30     0.052
## 26            7.00            0.250        0.32           9.00     0.046
## 27            6.90            0.240        0.35           1.00     0.052
## 28            7.00            0.280        0.39           8.70     0.051
## 29            7.40            0.270        0.48           1.10     0.047
## 30            7.20            0.320        0.36           2.00     0.033
## 31            8.50            0.240        0.39          10.40     0.044
## 33            7.40            0.250        0.36           2.05     0.050
## 34            6.20            0.120        0.34           1.50     0.045
## 35            5.80            0.270        0.20          14.95     0.044
## 36            7.30            0.280        0.43           1.70     0.080
## 37            6.50            0.390        0.23           5.40     0.051
## 38            7.00            0.330        0.32           1.20     0.053
## 39            7.30            0.240        0.39          17.95     0.057
## 40            7.30            0.240        0.39          17.95     0.057
## 43            7.00            0.310        0.26           7.40     0.069
## 44            6.60            0.240        0.27           1.40     0.057
## 45            6.70            0.230        0.26           1.40     0.060
## 46            7.40            0.180        0.31           1.40     0.058
## 47            6.20            0.450        0.26           4.40     0.063
## 48            6.20            0.460        0.25           4.40     0.066
## 49            7.00            0.310        0.26           7.40     0.069
## 50            6.90            0.190        0.35           5.00     0.067
## 51            7.20            0.190        0.31           1.60     0.062
## 52            6.60            0.250        0.29           1.10     0.068
## 53            6.20            0.160        0.33           1.10     0.057
## 54            6.40            0.180        0.35           1.00     0.045
## 56            6.90            0.250        0.35           1.30     0.039
## 57            7.20            0.210        0.34          11.90     0.043
## 58            6.00            0.190        0.26          12.40     0.048
## 59            6.60            0.380        0.15           4.60     0.044
## 60            7.40            0.200        0.36           1.20     0.038
## 61            6.80            0.220        0.24           4.90     0.092
## 62            6.00            0.190        0.26          12.40     0.048
## 63            7.00            0.470        0.07           1.10     0.035
## 64            6.60            0.380        0.15           4.60     0.044
## 65            7.20            0.240        0.27           1.40     0.038
## 66            6.20            0.350        0.03           1.20     0.064
## 67            6.40            0.260        0.24           6.40     0.040
## 68            6.70            0.250        0.13           1.20     0.041
## 69            6.70            0.230        0.31           2.10     0.046
## 70            7.40            0.240        0.29          10.10     0.050
## 71            6.20            0.270        0.43           7.80     0.056
## 72            6.80            0.300        0.23           4.60     0.061
## 73            6.00            0.270        0.28           4.80     0.063
## 74            8.60            0.230        0.46           1.00     0.054
## 75            6.70            0.230        0.31           2.10     0.046
## 76            7.40            0.240        0.29          10.10     0.050
## 77            7.10            0.180        0.36           1.40     0.043
## 78            7.00            0.320        0.34           1.30     0.042
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## 80            6.70            0.540        0.28           5.40     0.060
## 81            6.80            0.220        0.31           1.40     0.053
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## 84            7.30            0.220        0.30           8.20     0.047
## 85            7.10            0.430        0.61          11.80     0.045
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## 87            7.20            0.390        0.63          11.00     0.044
## 88            6.80            0.250        0.31          13.30     0.050
## 89            7.10            0.430        0.61          11.80     0.045
## 90            7.10            0.440        0.62          11.80     0.044
## 91            7.20            0.390        0.63          11.00     0.044
## 92            6.10            0.270        0.43           7.50     0.049
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## 95            7.50            0.170        0.32           1.70     0.040
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## 109           7.10            0.230        0.35          16.50     0.040
## 110           6.90            0.330        0.28           1.30     0.051
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## 113           7.20            0.310        0.50          13.30     0.056
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## 115           6.70            0.410        0.34           9.20     0.049
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## 119           7.20            0.310        0.50          13.30     0.056
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## 129           6.10            0.300        0.56           2.80     0.044
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## 141           6.30            0.310        0.34           2.20     0.045
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## 147           5.60            0.160        0.27           1.40     0.044
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## 150           6.90            0.250        0.30           4.10     0.054
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## 153           6.90            0.250        0.30           4.10     0.054
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## 155           8.20            0.230        0.40           7.50     0.049
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## 157           7.40            0.240        0.42          14.00     0.066
## 158           6.10            0.320        0.24           1.50     0.036
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## 161           6.10            0.320        0.24           1.50     0.036
## 162           6.40            0.220        0.56          14.50     0.055
## 163           6.30            0.360        0.30           4.80     0.049
## 164           7.40            0.240        0.42          14.00     0.066
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## 166           7.00            0.230        0.36          13.00     0.051
## 167           8.40            0.270        0.46           8.70     0.048
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## 171           7.10            0.300        0.46           1.50     0.066
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## 175           7.50            0.270        0.31          17.70     0.051
## 176           6.90            0.230        0.40           7.50     0.040
## 177           7.20            0.320        0.47           5.10     0.044
## 178           5.90            0.230        0.30          12.90     0.054
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## 180           6.40            0.250        0.32           5.50     0.049
## 181           6.40            0.330        0.31           5.50     0.048
## 182           7.10            0.340        0.15           1.20     0.053
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## 184           6.90            0.270        0.40          14.00     0.050
## 185           6.80            0.260        0.56          11.90     0.043
## 186           6.80            0.290        0.56          11.90     0.043
## 187           6.70            0.240        0.41           9.40     0.040
## 188           5.90            0.300        0.23           4.20     0.038
## 189           6.80            0.530        0.35           3.80     0.034
## 190           6.50            0.280        0.28           8.50     0.047
## 191           6.60            0.280        0.28           8.50     0.052
## 192           6.80            0.280        0.40          22.00     0.048
## 193           6.80            0.280        0.36           8.00     0.045
## 194           6.60            0.150        0.34           5.10     0.055
## 198           6.80            0.260        0.24           7.80     0.052
## 199           7.10            0.320        0.24          13.10     0.050
## 200           6.80            0.260        0.24           7.80     0.052
## 201           6.80            0.270        0.26          16.10     0.049
## 202           7.10            0.320        0.24          13.10     0.050
## 203           6.90            0.540        0.32          13.20     0.050
## 204           6.80            0.260        0.34          13.90     0.034
## 205           5.80            0.280        0.35           2.30     0.053
## 206           6.40            0.210        0.50          11.60     0.042
## 207           7.00            0.160        0.32           8.30     0.045
## 209           6.80            0.570        0.29           2.20     0.040
## 210           6.10            0.400        0.31           0.90     0.048
## 211           5.60            0.245        0.25           9.70     0.032
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## 213           7.00            0.160        0.32           8.30     0.045
## 214           6.70            0.130        0.29           5.30     0.051
## 215           6.20            0.250        0.25           1.40     0.030
## 216           5.80            0.260        0.24           9.20     0.044
## 217           7.50            0.270        0.36           7.00     0.036
## 218           5.80            0.260        0.24           9.20     0.044
## 219           5.70            0.280        0.24          17.50     0.044
## 220           7.50            0.230        0.36           7.00     0.036
## 221           7.50            0.270        0.36           7.00     0.036
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## 223           6.20            0.250        0.25           1.40     0.030
## 224           6.50            0.190        0.30           0.80     0.043
## 225           6.30            0.495        0.22           1.80     0.046
## 226           7.10            0.240        0.41          17.80     0.046
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## 228           7.10            0.250        0.32          10.30     0.041
## 229           6.40            0.170        0.32           2.40     0.048
## 230           7.10            0.240        0.41          17.80     0.046
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## 232           8.30            0.280        0.40           7.80     0.041
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## 234           7.20            0.230        0.38          14.30     0.058
## 235           7.20            0.230        0.38          14.30     0.058
## 236           7.20            0.230        0.38          14.30     0.058
## 237           7.20            0.230        0.38          14.30     0.058
## 238           6.80            0.520        0.32          13.20     0.044
## 239           7.00            0.260        0.59           1.40     0.037
## 240           6.20            0.250        0.21          15.55     0.039
## 241           7.30            0.320        0.23          13.70     0.050
## 242           7.70            0.310        0.26           7.80     0.031
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## 244           6.80            0.240        0.34           2.70     0.047
## 245           6.90            0.400        0.56          11.20     0.043
## 247           6.80            0.210        0.27           2.10     0.030
## 248           5.80            0.200        0.27           1.40     0.031
## 249           5.60            0.190        0.26           1.40     0.030
## 250           6.10            0.410        0.14          10.40     0.037
## 251           5.90            0.210        0.28           4.60     0.053
## 252           8.50            0.260        0.21          16.20     0.074
## 253           6.90            0.400        0.56          11.20     0.043
## 254           5.80            0.240        0.44           3.50     0.029
## 255           5.80            0.240        0.39           1.50     0.054
## 256           6.70            0.260        0.39           1.10     0.040
## 257           6.30            0.350        0.30           5.70     0.035
## 258           6.30            0.350        0.30           5.70     0.035
## 259           6.40            0.230        0.39           1.80     0.032
## 260           5.80            0.360        0.38           0.90     0.037
## 261           6.90            0.115        0.35           5.40     0.048
## 262           6.90            0.290        0.40          19.45     0.043
## 263           6.90            0.280        0.40           8.20     0.036
## 264           7.20            0.290        0.40          13.60     0.045
## 265           6.20            0.240        0.35           1.20     0.038
## 266           6.90            0.290        0.40          19.45     0.043
## 267           6.90            0.320        0.26           8.30     0.053
## 268           5.30            0.580        0.07           6.90     0.043
## 269           5.30            0.585        0.07           7.10     0.044
## 270           5.40            0.590        0.07           7.00     0.045
## 271           6.90            0.320        0.26           8.30     0.053
## 272           5.20            0.600        0.07           7.00     0.044
## 273           5.80            0.250        0.26          13.10     0.051
## 274           6.60            0.580        0.30           5.10     0.057
## 275           7.00            0.290        0.54          10.70     0.046
## 276           6.60            0.190        0.41           8.90     0.046
## 277           6.70            0.200        0.41           9.10     0.044
## 278           7.70            0.260        0.40           1.10     0.042
## 279           6.80            0.320        0.34           1.20     0.044
## 280           7.00            0.300        0.49           4.70     0.036
## 281           7.00            0.240        0.36           2.80     0.034
## 282           6.10            0.310        0.58           5.00     0.039
## 283           6.80            0.440        0.37           5.10     0.047
## 284           6.70            0.340        0.30          15.60     0.054
## 285           7.10            0.350        0.24          15.40     0.055
## 286           7.30            0.320        0.25           7.20     0.056
## 287           6.50            0.280        0.33          15.70     0.053
## 288           7.20            0.230        0.39          14.20     0.058
## 289           7.20            0.230        0.39          14.20     0.058
## 290           7.20            0.230        0.39          14.20     0.058
## 291           7.20            0.230        0.39          14.20     0.058
## 292           5.90            0.150        0.31           5.80     0.041
## 293           7.40            0.280        0.42          19.80     0.066
## 294           6.20            0.280        0.22           7.30     0.041
## 295           9.10            0.590        0.38           1.60     0.066
## 296           6.30            0.330        0.27           1.20     0.046
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## 298           7.20            0.190        0.46           3.80     0.041
## 299           7.50            0.170        0.44          11.30     0.046
## 300           6.70            0.170        0.50           2.10     0.043
## 301           6.10            0.410        0.00           1.60     0.063
## 302           8.30            0.200        0.35           0.90     0.050
## 303           6.10            0.410        0.00           1.60     0.063
## 304           6.00            0.290        0.21           1.30     0.055
## 305           7.30            0.410        0.24           6.80     0.057
## 306           7.30            0.410        0.24           6.80     0.057
## 307           7.20            0.430        0.24           6.70     0.058
## 308           7.30            0.400        0.24           6.70     0.058
## 309           6.20            0.330        0.27           4.90     0.036
## 310           6.20            0.310        0.26           4.80     0.037
## 311           6.10            0.360        0.27           2.10     0.035
## 312           5.00            0.550        0.14           8.30     0.032
## 313           7.80            0.250        0.41           3.70     0.042
## 314           5.70            0.360        0.21           6.70     0.038
## 315           5.80            0.340        0.21           6.60     0.040
## 316           6.80            0.280        0.60           1.10     0.132
## 317           6.80            0.250        0.34           4.70     0.031
## 318           6.60            0.240        0.35           7.70     0.031
## 319           5.90            0.300        0.47           7.85     0.030
## 320           6.10            0.125        0.25           3.30     0.040
## 321           6.00            0.100        0.24           1.10     0.041
## 322           6.60            0.240        0.35           7.70     0.031
## 323           6.80            0.250        0.34           4.70     0.031
## 324           6.80            0.280        0.44           9.30     0.031
## 327           7.90            0.260        0.41          15.15     0.040
## 328           6.40            0.340        0.23           6.30     0.039
## 329           6.50            0.280        0.35          15.40     0.042
## 330           7.20            0.210        0.41           1.30     0.036
## 331           6.40            0.320        0.35           4.80     0.030
## 332           6.80            0.240        0.34           4.60     0.032
## 333           6.30            0.230        0.30           1.80     0.033
## 334           6.50            0.280        0.34           9.90     0.038
## 335           5.60            0.260        0.26           5.70     0.031
## 336           6.30            0.230        0.30           1.80     0.033
## 337           6.30            0.230        0.33           1.50     0.036
## 338           5.80            0.270        0.27          12.30     0.045
## 339           5.90            0.260        0.40           1.30     0.047
## 340           6.60            0.180        0.35           1.50     0.049
## 341           7.40            0.200        0.43           7.80     0.045
## 342           8.00            0.240        0.36           1.50     0.047
## 343           6.40            0.260        0.42           9.70     0.044
## 344           5.40            0.310        0.47           3.00     0.053
## 345           5.40            0.290        0.47           3.00     0.052
## 346           7.10            0.145        0.33           4.60     0.050
## 347           5.60            0.340        0.10           1.30     0.031
## 348           6.70            0.190        0.41          15.60     0.056
## 349           7.80            0.180        0.46          13.60     0.052
## 350           7.60            0.170        0.45          11.20     0.054
## 351           6.30            0.120        0.36           2.10     0.044
## 352           7.30            0.330        0.40           6.85     0.038
## 353           5.50            0.335        0.30           2.50     0.071
## 354           7.30            0.330        0.40           6.85     0.038
## 355           5.80            0.400        0.42           4.40     0.047
## 356           7.30            0.220        0.37          14.30     0.063
## 357           7.30            0.220        0.37          14.30     0.063
## 358           6.10            0.360        0.33           1.10     0.050
## 359          10.00            0.200        0.39           1.40     0.050
## 360           6.90            0.240        0.34           4.70     0.040
## 361           6.40            0.240        0.32          14.90     0.047
## 362           7.10            0.365        0.14           1.20     0.055
## 363           6.80            0.150        0.30           5.30     0.050
## 364           7.30            0.220        0.37          14.30     0.063
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## 366           6.00            0.260        0.32           3.50     0.028
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## 368           6.90            0.330        0.21           1.00     0.053
## 369           7.70            0.290        0.48           2.30     0.049
## 370           7.10            0.390        0.35          12.50     0.044
## 371           6.90            0.330        0.21           1.00     0.053
## 372           7.70            0.290        0.48           2.30     0.049
## 374           7.20            0.270        0.27           2.40     0.048
## 375           5.10            0.330        0.22           1.60     0.027
## 376           5.10            0.330        0.22           1.60     0.027
## 377           6.40            0.310        0.28           1.50     0.037
## 378           7.30            0.200        0.44           1.40     0.045
## 379           5.70            0.320        0.50           2.60     0.049
## 380           6.40            0.310        0.28           1.50     0.037
## 381           7.30            0.200        0.44           1.40     0.045
## 382           7.20            0.280        0.26          12.50     0.046
## 383           7.50            0.350        0.28           9.60     0.051
## 384           7.20            0.270        0.27           2.40     0.048
## 385           6.00            0.360        0.39           3.20     0.027
## 386           5.10            0.330        0.22           1.60     0.027
## 387           5.00            0.170        0.56           1.50     0.026
## 388           6.30            0.390        0.35           5.90     0.040
## 389           6.70            0.210        0.32           5.40     0.047
## 390           7.00            0.300        0.38          14.90     0.032
## 391           7.00            0.300        0.38          14.90     0.032
## 392           6.50            0.360        0.32           1.10     0.031
## 393           6.10            0.550        0.15           9.80     0.031
## 394           7.30            0.240        0.43           2.00     0.021
## 395           6.80            0.370        0.51          11.80     0.044
## 397           8.20            0.280        0.42           1.80     0.031
## 398           6.30            0.200        0.40           1.50     0.037
## 399           5.90            0.260        0.27          18.20     0.048
## 400           6.40            0.190        0.42           2.90     0.032
## 401           6.30            0.200        0.40           1.50     0.037
## 402           6.80            0.370        0.51          11.80     0.044
## 403           6.10            0.350        0.07           1.40     0.069
## 404           7.10            0.270        0.31          18.20     0.046
## 405           6.80            0.220        0.31           6.30     0.035
## 407           5.80            0.280        0.34           4.00     0.031
## 408           6.90            0.490        0.24           1.20     0.049
## 409           6.30            0.140        0.39           1.20     0.044
## 410           8.20            0.280        0.42           1.80     0.031
## 411           7.20            0.250        0.39          18.95     0.038
## 412           7.30            0.280        0.36          12.70     0.040
## 413           7.20            0.190        0.39           1.20     0.036
## 414           7.20            0.190        0.39           1.20     0.036
## 415           7.20            0.250        0.39          18.95     0.038
## 416           7.30            0.280        0.36          12.70     0.040
## 417           7.40            0.210        0.27           1.20     0.041
## 418           6.80            0.260        0.22           7.70     0.047
## 419           7.40            0.210        0.27           1.20     0.041
## 420           7.40            0.310        0.28           1.60     0.050
## 421           7.00            0.220        0.31           2.70     0.030
## 422           7.00            0.210        0.28           8.70     0.045
## 423           7.00            0.210        0.28           8.60     0.045
## 424           7.00            0.210        0.28           8.60     0.045
## 425           6.90            0.230        0.38           8.30     0.047
## 426           7.00            0.210        0.28           8.70     0.045
## 427           7.00            0.210        0.28           8.60     0.045
## 428           6.80            0.290        0.50          13.30     0.053
## 429           7.80            0.210        0.27           1.20     0.051
## 430           7.10            0.310        0.47          13.60     0.056
## 431           6.80            0.290        0.50          13.30     0.053
## 432           6.40            0.340        0.10           1.10     0.048
## 433           7.40            0.155        0.34           2.30     0.045
## 434           7.20            0.550        0.09           1.50     0.108
## 435           7.00            0.230        0.36           7.10     0.028
## 436           6.90            0.200        0.37           6.20     0.027
## 437           6.10            0.280        0.32           2.50     0.042
## 438           6.60            0.160        0.32           1.40     0.035
## 439           7.40            0.155        0.34           2.30     0.045
## 440           6.20            0.350        0.04           1.20     0.060
## 441           6.70            0.220        0.37           1.60     0.028
## 442           6.10            0.380        0.20           6.60     0.033
## 443           6.00            0.250        0.28           2.20     0.026
## 444           6.60            0.520        0.44          12.20     0.048
## 445           6.90            0.240        0.36          20.80     0.031
## 446           7.10            0.320        0.32          11.00     0.038
## 447           5.80            0.280        0.27           2.60     0.054
## 448           6.50            0.410        0.24          14.00     0.048
## 449           6.50            0.410        0.24          14.00     0.048
## 450           6.40            0.280        0.29           1.60     0.052
## 451           7.20            0.600        0.20           9.90     0.070
## 452           6.10            0.200        0.25           1.20     0.038
## 453           5.90            0.460        0.14           2.70     0.042
## 454           6.00            0.270        0.27           1.60     0.046
## 455           6.40            0.280        0.29           1.60     0.052
## 456           6.40            0.410        0.24          14.00     0.048
## 457           6.30            0.230        0.31           1.50     0.022
## 458           7.10            0.210        0.27           8.60     0.056
## 459           6.00            0.370        0.32           1.00     0.053
## 460           6.10            0.430        0.35           9.10     0.059
## 461           7.10            0.210        0.27           8.60     0.056
## 462           7.00            0.250        0.29          15.20     0.047
## 463           5.90            0.250        0.19          12.40     0.047
## 464           6.80            0.320        0.21           2.20     0.044
## 465           7.20            0.390        0.62          11.00     0.047
## 466           6.30            0.210        0.58          10.00     0.081
## 467           7.00            0.140        0.32           9.00     0.039
## 468           6.80            0.320        0.21           2.20     0.044
## 469           7.20            0.390        0.62          11.00     0.047
## 470           7.20            0.290        0.53          18.15     0.047
## 471           8.60            0.370        0.70          12.15     0.039
## 472           6.50            0.380        0.34           3.40     0.036
## 473           6.60            0.240        0.29           2.00     0.023
## 474           7.00            0.170        0.31           4.80     0.034
## 475           5.50            0.160        0.22           4.50     0.030
## 476           7.00            0.240        0.51          11.00     0.029
## 477           7.40            0.280        0.36           1.10     0.028
## 478           7.00            0.220        0.28           1.50     0.037
## 479           7.10            0.550        0.13           1.70     0.073
## 480           6.30            0.220        0.33           1.70     0.041
## 481           6.70            0.470        0.34           8.90     0.043
## 482           5.90            0.360        0.41           1.30     0.047
## 483           5.80            0.250        0.24          13.30     0.044
## 484           6.70            0.470        0.34           8.90     0.043
## 486           6.20            0.180        0.38           1.50     0.028
## 487           6.00            0.160        0.37           1.50     0.025
## 488           6.60            0.340        0.28           1.30     0.035
## 489           7.40            0.290        0.29           1.60     0.045
## 490           7.40            0.260        0.31           7.60     0.047
## 491           7.00            0.280        0.36           1.00     0.035
## 492           7.10            0.230        0.39           1.60     0.032
## 493           7.80            0.190        0.26           8.90     0.039
## 494           6.30            0.190        0.28           1.80     0.022
## 495           6.80            0.200        0.38           4.70     0.040
## 496           5.70            0.440        0.13           7.00     0.025
## 497           7.20            0.400        0.62          10.80     0.041
## 498           6.80            0.230        0.32           1.60     0.026
## 499           5.70            0.335        0.34           1.00     0.040
## 500           7.20            0.400        0.62          10.80     0.041
## 501           7.20            0.280        0.54          16.70     0.045
## 502           6.80            0.190        0.58          14.20     0.038
## 505           7.80            0.180        0.31          12.20     0.053
## 506           7.80            0.180        0.31          12.20     0.053
## 507           7.30            0.510        0.26           3.30     0.090
## 508           6.00            0.240        0.27           1.90     0.048
## 509           5.90            0.620        0.28           3.50     0.039
## 510           6.00            0.240        0.27           1.90     0.048
## 511           6.70            0.270        0.12           1.30     0.041
## 512           7.80            0.340        0.35           1.80     0.042
## 513           7.30            0.260        0.36           5.20     0.040
## 514           7.40            0.360        0.33           1.40     0.025
## 515           7.80            0.280        0.32           9.00     0.036
## 516           6.10            0.310        0.26           2.20     0.051
## 517           6.80            0.180        0.37           1.60     0.055
## 518           7.40            0.150        0.42           1.70     0.045
## 519           5.90            0.130        0.28           1.90     0.050
## 520           7.20            0.340        0.34          12.60     0.048
## 521           7.90            0.190        0.26           2.10     0.039
## 522           7.90            0.190        0.26           2.10     0.039
## 523           6.90            0.250        0.40           1.30     0.038
## 524           5.80            0.360        0.32           1.70     0.033
## 525           5.60            0.350        0.37           1.00     0.038
## 526           5.90            0.320        0.39           3.30     0.114
## 527           7.20            0.310        0.46           5.00     0.040
## 528           6.10            0.280        0.22           1.80     0.034
## 529           5.20            0.360        0.02           1.60     0.031
## 530           5.60            0.190        0.47           4.50     0.030
## 531           6.40            0.100        0.35           4.90     0.048
## 533           7.40            0.250        0.36          13.20     0.067
## 534           7.40            0.250        0.36          13.20     0.067
## 535           7.40            0.250        0.36          13.20     0.067
## 536           7.90            0.345        0.51          15.30     0.047
## 537           7.90            0.345        0.51          15.30     0.047
## 538           7.40            0.250        0.36          13.20     0.067
## 539           6.10            0.240        0.30           1.50     0.045
## 540           6.80            0.250        0.24           4.55     0.053
## 541           6.70            0.310        0.31           9.90     0.040
## 543           5.50            0.350        0.35           1.10     0.045
## 544           6.70            0.240        0.41           8.70     0.036
## 545           6.80            0.280        0.17          13.90     0.047
## 546           6.40            0.160        0.22           1.40     0.040
## 547           6.30            0.260        0.24           7.20     0.039
## 548           7.70            0.220        0.42           1.90     0.052
## 549           6.50            0.180        0.31           1.70     0.044
## 551           7.00            0.300        0.51          13.60     0.050
## 552           9.20            0.250        0.34           1.20     0.026
## 553           7.80            0.280        0.34           1.60     0.028
## 554           7.00            0.300        0.51          13.60     0.050
## 555           7.80            0.280        0.34           1.60     0.028
## 556           9.20            0.250        0.34           1.20     0.026
## 557           8.40            0.350        0.71          12.20     0.046
## 558           6.10            0.410        0.24           1.60     0.049
## 559           5.90            0.210        0.24          12.10     0.044
## 560           7.20            0.340        0.44           4.20     0.047
## 561           6.70            0.210        0.42           9.10     0.049
## 562           5.90            0.370        0.10           1.60     0.057
## 563           7.70            0.340        0.27           8.80     0.063
## 564           7.40            0.300        0.22           1.40     0.046
## 565           6.80            0.510        0.30           4.20     0.066
## 566           7.80            0.220        0.38          10.30     0.059
## 567           7.20            0.350        0.34          12.40     0.051
## 568           6.00            0.260        0.50           2.20     0.048
## 569           6.10            0.260        0.51           2.20     0.050
## 570           6.50            0.280        0.27           5.20     0.040
## 572           6.50            0.280        0.29           2.70     0.038
## 573           6.70            0.340        0.54          16.30     0.047
## 574           7.20            0.200        0.34           2.70     0.032
## 575           7.40            0.200        0.33           1.90     0.035
## 576           8.20            0.220        0.30           1.80     0.047
## 577           8.20            0.230        0.29           1.80     0.047
## 578           7.10            0.220        0.33           2.80     0.033
## 579           6.50            0.280        0.29           2.70     0.038
## 580           6.00            0.380        0.26           6.00     0.034
## 582           5.70            0.180        0.22           4.20     0.042
## 583           7.30            0.300        0.22           6.40     0.056
## 584           7.40            0.240        0.22          10.70     0.042
## 585           6.60            0.250        0.30           1.60     0.046
## 586           7.40            0.240        0.22          10.70     0.042
## 587           7.40            0.260        0.30           7.90     0.049
## 588           6.10            0.320        0.25           1.70     0.034
## 589           6.90            0.280        0.27           2.10     0.036
## 590           7.00            0.230        0.33           5.80     0.040
## 591           7.10            0.310        0.50          14.50     0.059
## 592           7.30            0.200        0.37           1.20     0.037
## 593           6.90            0.410        0.33          10.10     0.043
## 594           6.40            0.450        0.07           1.10     0.030
## 595           6.40            0.475        0.06           1.00     0.030
## 596           6.30            0.270        0.38           0.90     0.051
## 597           6.90            0.410        0.33          10.10     0.043
## 598           7.00            0.290        0.37           4.90     0.034
## 599           5.90            0.270        0.29          11.40     0.036
## 600           6.90            0.190        0.40           1.40     0.036
## 602           7.20            0.240        0.40           1.40     0.045
## 603           6.40            0.450        0.07           1.10     0.030
## 604           6.40            0.475        0.06           1.00     0.030
## 605           6.30            0.260        0.49           1.50     0.052
## 606           6.30            0.260        0.49           1.50     0.052
## 607           7.30            0.250        0.29           7.50     0.049
## 608           7.30            0.250        0.29           7.50     0.049
## 609           6.10            0.280        0.25          17.75     0.044
## 610           7.40            0.370        0.35           5.70     0.061
## 611           6.50            0.360        0.28           3.20     0.037
## 612           7.40            0.240        0.40           4.30     0.032
## 613           7.50            0.230        0.68          11.00     0.047
## 614           7.50            0.210        0.68          10.90     0.045
## 615           7.50            0.210        0.68          10.90     0.045
## 616           7.50            0.230        0.68          11.00     0.047
## 617           7.80            0.320        0.33           2.40     0.037
## 618           7.80            0.260        0.27           1.90     0.051
## 619           7.70            0.240        0.27           1.80     0.051
## 620           7.40            0.190        0.30           1.40     0.057
## 621           6.50            0.460        0.41          16.80     0.084
## 622           6.50            0.260        0.43           8.90     0.083
## 623           5.30            0.320        0.12           6.60     0.043
## 624           7.20            0.240        0.34           1.10     0.045
## 625           6.00            0.360        0.06           1.40     0.066
## 626           6.20            0.240        0.29          13.30     0.039
## 627           7.60            0.560        0.12          10.40     0.096
## 628           7.00            0.320        0.24           6.20     0.048
## 629           7.00            0.320        0.24           6.20     0.048
## 630           5.80            0.310        0.33           1.20     0.036
## 631           7.00            0.230        0.42          18.05     0.050
## 632           7.00            0.230        0.42          18.05     0.050
## 633           6.90            0.240        0.33           4.80     0.040
## 634           6.00            0.290        0.20          12.60     0.045
## 635           6.10            0.170        0.28           4.50     0.033
## 636           5.90            0.140        0.25           4.50     0.027
## 637           6.20            0.170        0.28           4.70     0.037
## 638           7.40            0.280        0.25          11.90     0.053
## 639           5.60            0.350        0.14           5.00     0.046
## 640           5.80            0.335        0.14           5.80     0.046
## 641           5.60            0.235        0.29           1.20     0.047
## 642           6.10            0.280        0.25          12.90     0.054
## 643           6.30            0.210        0.33          13.90     0.046
## 644           6.40            0.240        0.28          11.50     0.050
## 645           6.40            0.240        0.29          11.40     0.051
## 646           6.30            0.260        0.25           7.80     0.058
## 648           7.40            0.105        0.34          12.20     0.050
## 649           6.00            0.320        0.12           5.90     0.041
## 650           7.10            0.260        0.34          14.40     0.067
## 651           7.10            0.260        0.34          14.40     0.067
## 652           7.10            0.260        0.34          14.40     0.067
## 653           7.10            0.260        0.34          14.40     0.067
## 654           5.90            0.240        0.26          12.30     0.053
## 655           6.50            0.210        0.37           2.50     0.048
## 656           7.70            0.270        0.35           5.30     0.030
## 657           9.00            0.270        0.35           4.90     0.028
## 658           7.30            0.340        0.21           3.20     0.050
## 659           6.60            0.270        0.25           3.10     0.052
## 661           7.10            0.280        0.26           1.90     0.049
## 662           6.80            0.250        0.34          14.00     0.032
## 663           7.00            0.570        0.10           8.30     0.094
## 664           7.10            0.280        0.26           1.90     0.049
## 665           7.10            0.170        0.38           7.40     0.052
## 666           7.80            0.280        0.22           1.40     0.056
## 667           6.80            0.220        0.37           1.70     0.036
## 668           7.10            0.170        0.38           7.40     0.052
## 669           6.10            0.140        0.25           1.30     0.047
## 670           6.40            0.240        0.50          11.60     0.047
## 671           7.80            0.420        0.26           9.20     0.058
## 672           6.60            0.280        0.36           1.70     0.038
## 673           7.10            0.320        0.34          14.50     0.039
## 674           6.70            0.310        0.30           2.10     0.038
## 675           6.40            0.320        0.50          10.70     0.047
## 676           6.10            0.280        0.25           6.90     0.056
## 677           5.90            0.290        0.25          12.00     0.057
## 678           5.80            0.320        0.38           4.75     0.033
## 679           5.80            0.320        0.38           4.75     0.033
## 680           5.70            0.320        0.38           4.75     0.033
## 681           6.70            0.280        0.14           1.40     0.043
## 683           5.90            0.250        0.25          11.30     0.052
## 685           8.10            0.460        0.31           1.70     0.052
## 686           6.20            0.360        0.26          13.20     0.051
## 687           6.80            0.220        0.35           5.50     0.043
## 689           7.20            0.280        0.30          10.70     0.044
## 690           6.70            0.170        0.37           2.00     0.039
## 691           6.90            0.200        0.34           1.90     0.043
## 692           6.10            0.360        0.16           6.40     0.037
## 693           6.00            0.360        0.16           6.30     0.036
## 694           5.90            0.370        0.14           6.30     0.036
## 695           7.60            0.290        0.58          17.50     0.041
## 696           6.30            0.340        0.28          14.70     0.047
## 697           6.70            0.190        0.34           1.00     0.022
## 698           7.50            0.310        0.51          14.80     0.039
## 699           7.50            0.310        0.51          14.80     0.039
## 700           7.40            0.310        0.48          14.20     0.042
## 701           8.40            0.400        0.70          13.10     0.042
## 702           5.90            0.340        0.22           2.40     0.030
## 703           6.60            0.380        0.18           1.20     0.042
## 704           6.40            0.330        0.28           1.10     0.038
## 705           5.60            0.250        0.26           3.60     0.037
## 706           8.60            0.270        0.46           6.10     0.032
## 707           6.20            0.310        0.21           6.30     0.041
## 708           7.20            0.180        0.45           4.40     0.046
## 709           7.70            0.200        0.44          13.90     0.050
## 710           6.20            0.470        0.21           1.00     0.044
## 711           6.10            0.250        0.24          12.10     0.046
## 712           8.20            0.270        0.43           1.60     0.035
## 713           8.20            0.270        0.43           1.60     0.035
## 714           6.40            0.310        0.39           7.50     0.040
## 715           6.00            0.390        0.26           2.70     0.038
## 716           6.20            0.210        0.27           1.70     0.038
## 717           7.70            0.420        0.31           9.20     0.048
## 718           7.00            0.270        0.41          18.75     0.042
## 719           6.20            0.210        0.27           1.70     0.038
## 720           7.40            0.290        0.50           1.80     0.042
## 721           6.60            0.290        0.44           9.00     0.053
## 722           6.00            0.300        0.44           1.50     0.046
## 723           6.90            0.310        0.34           1.60     0.032
## 724           6.60            0.330        0.31           1.30     0.020
## 725           7.80            0.300        0.40           1.80     0.028
## 726           6.40            0.390        0.21           1.20     0.041
## 727           6.40            0.240        0.31           2.80     0.038
## 728           7.00            0.210        0.34           8.00     0.057
## 729           6.40            0.160        0.31           5.30     0.043
## 731           6.50            0.230        0.33          13.80     0.042
## 732           6.20            0.250        0.48          10.00     0.044
## 733           8.80            0.280        0.45           6.00     0.022
## 734           6.60            0.250        0.30          14.40     0.052
## 735           6.90            0.380        0.25           9.80     0.040
## 736           6.40            0.250        0.30           5.50     0.038
## 737           6.60            0.250        0.30          14.40     0.052
## 738           6.90            0.380        0.25           9.80     0.040
## 739           7.10            0.210        0.31           3.80     0.021
## 740           6.40            0.250        0.30           5.50     0.038
## 741           6.90            0.390        0.40           4.60     0.022
## 742           5.80            0.200        0.30           1.50     0.031
## 743           7.00            0.200        0.37           2.00     0.030
## 744           5.90            0.260        0.25          12.50     0.034
## 745           7.40            0.380        0.27           7.50     0.041
## 747           7.00            0.210        0.34           8.50     0.033
## 748           7.20            0.290        0.40           7.60     0.024
## 749           6.90            0.180        0.38           8.10     0.049
## 750           7.30            0.300        0.42           7.35     0.025
## 751           7.20            0.290        0.40           7.60     0.024
## 752           6.90            0.200        0.50          10.00     0.036
## 753           6.70            0.200        0.42          14.00     0.038
## 754           7.00            0.210        0.34           8.50     0.033
## 755           5.90            0.350        0.47           2.20     0.110
## 756           7.10            0.280        0.44           1.80     0.032
## 757           5.80            0.250        0.28          11.10     0.056
## 758           6.80            0.220        0.37          15.20     0.051
## 761           6.90            0.180        0.38           8.10     0.049
## 762           7.00            0.200        0.38           8.10     0.050
## 763           6.80            0.240        0.49          19.30     0.057
## 764           5.00            0.440        0.04          18.60     0.039
## 765           6.30            0.300        0.28           5.00     0.042
## 766           7.20            0.270        0.42           1.60     0.050
## 768           6.80            0.200        0.36           1.60     0.028
## 769           6.70            0.110        0.34           8.80     0.043
## 770           6.70            0.110        0.34           8.80     0.043
## 771           6.80            0.120        0.31           5.20     0.045
## 774           6.10            0.270        0.30          16.70     0.039
## 775           9.10            0.270        0.45          10.60     0.035
## 776           6.40            0.225        0.48           2.20     0.115
## 777           8.30            0.140        0.45           1.50     0.039
## 778           7.20            0.230        0.19          13.70     0.052
## 779           6.90            0.220        0.37          15.00     0.053
## 780           8.10            0.170        0.44          14.10     0.053
## 781           6.00            0.395        0.00           1.40     0.042
## 782           7.80            0.290        0.22           9.50     0.056
## 783           6.90            0.220        0.37          15.00     0.053
## 784           8.10            0.170        0.44          14.10     0.053
## 785           7.20            0.230        0.19          13.70     0.052
## 786           7.60            0.300        0.27          10.60     0.039
## 787           7.70            0.340        0.28          11.00     0.040
## 788           7.70            0.340        0.28          11.00     0.040
## 789           5.80            0.340        0.16           7.00     0.037
## 790           7.60            0.300        0.27          10.60     0.039
## 791           7.70            0.340        0.28          11.00     0.040
## 792           5.90            0.240        0.30           2.00     0.033
## 793           6.40            0.460        0.08           4.90     0.046
## 794           5.90            0.240        0.30           2.00     0.033
## 795           7.40            0.320        0.27           1.40     0.049
## 796           7.20            0.310        0.26           7.30     0.050
## 797           7.80            0.420        0.23           8.80     0.054
## 798           6.90            0.240        0.33          12.50     0.046
## 799           5.40            0.180        0.24           4.80     0.041
## 800           6.00            0.180        0.31           1.40     0.036
## 801           7.80            0.270        0.58          11.20     0.036
## 802           6.00            0.280        0.49           6.80     0.048
## 803           6.80            0.390        0.35          11.60     0.044
## 804           6.60            0.210        0.31          11.40     0.039
## 805           7.30            0.320        0.34           6.60     0.032
## 806           7.80            0.270        0.58          11.20     0.036
## 807           6.40            0.310        0.26          13.20     0.046
## 808           6.20            0.290        0.26          13.10     0.046
## 809           6.00            0.390        0.17          12.00     0.046
## 810           6.20            0.300        0.26          13.40     0.046
## 811           6.00            0.280        0.49           6.80     0.048
## 812           6.00            0.410        0.05           1.50     0.063
## 813           6.40            0.350        0.28           1.10     0.055
## 814           6.50            0.260        0.32          16.50     0.045
## 815           7.90            0.350        0.24          15.60     0.072
## 816           6.20            0.300        0.17           2.80     0.040
## 817           8.40            0.180        0.42           5.10     0.036
## 818           6.60            0.560        0.22           8.90     0.034
## 819           6.20            0.300        0.17           2.80     0.040
## 820           6.60            0.560        0.22           8.90     0.034
## 821           6.60            0.360        0.29           1.60     0.021
## 822           7.30            0.655        0.20          10.20     0.071
## 823           6.80            0.180        0.21           5.40     0.053
## 824           6.70            0.190        0.23           6.20     0.047
## 825           8.40            0.180        0.42           5.10     0.036
## 826           7.00            0.210        0.37           7.20     0.042
## 827           6.80            0.250        0.38           8.10     0.046
## 828           7.40            0.240        0.36           2.00     0.031
## 829           7.10            0.160        0.36          10.70     0.044
## 830           7.10            0.160        0.36           1.20     0.043
## 831           7.30            0.205        0.31           1.70     0.060
## 832           7.40            0.170        0.40           5.50     0.037
## 833           7.30            0.300        0.34           2.70     0.044
## 834           6.90            0.250        0.34           1.30     0.035
## 835           7.30            0.205        0.31           1.70     0.060
## 836           7.50            0.420        0.34           4.30     0.040
## 837           7.30            0.250        0.36           2.10     0.034
## 838           7.30            0.250        0.36           2.10     0.034
## 839           7.30            0.250        0.36           2.10     0.034
## 840           7.50            0.340        0.35           6.00     0.034
## 841           7.60            0.330        0.35           6.30     0.036
## 842           8.70            0.230        0.32          13.40     0.044
## 843           8.70            0.230        0.32          13.40     0.044
## 844           6.90            0.190        0.35           1.70     0.036
## 845           7.30            0.210        0.29           1.60     0.034
## 846           7.30            0.210        0.29           1.60     0.034
## 847           6.60            0.220        0.37          15.40     0.035
## 848           9.20            0.340        0.27           1.20     0.026
## 849           8.70            0.230        0.32          13.40     0.044
## 850           6.00            0.200        0.24           1.80     0.030
## 851           6.90            0.190        0.35           1.70     0.036
## 852           8.20            0.380        0.49          13.60     0.042
## 854           7.70            0.340        0.58          11.10     0.039
## 856           7.40            0.200        0.35           2.10     0.038
## 857           8.20            0.380        0.49          13.60     0.042
## 858           8.20            0.400        0.48          13.70     0.042
## 859           6.70            0.220        0.39          10.20     0.038
## 861           8.10            0.270        0.35           1.70     0.030
## 862           7.30            0.250        0.42          14.20     0.041
## 863           4.80            0.340        0.00           6.50     0.028
## 864           6.20            0.280        0.33           1.70     0.029
## 865           4.80            0.330        0.00           6.50     0.028
## 866           6.10            0.270        0.33           2.20     0.021
## 868           7.80            0.180        0.46          12.60     0.042
## 869           7.30            0.280        0.42          14.40     0.040
## 870           7.30            0.240        0.29           1.20     0.037
## 872           7.70            0.340        0.58          11.10     0.039
## 873           6.30            0.260        0.21           4.00     0.030
## 875           7.70            0.150        0.29           1.30     0.029
## 876           7.10            0.210        0.32           2.20     0.037
## 877           6.90            0.360        0.34           4.20     0.018
## 878           6.00            0.280        0.34           1.60     0.119
## 879           6.20            0.160        0.54           1.40     0.126
## 880           6.90            0.120        0.36           2.20     0.037
## 881           7.10            0.210        0.32           2.20     0.037
## 882           8.80            0.360        0.44           1.90     0.040
## 883           7.40            0.260        0.43           6.00     0.022
## 884           7.40            0.260        0.43           6.00     0.022
## 885           6.80            0.230        0.29          12.20     0.035
## 886           6.10            0.340        0.27           2.60     0.024
## 887           7.30            0.260        0.31           1.60     0.040
## 888           6.50            0.300        0.32           2.00     0.044
## 889           7.30            0.260        0.31           1.60     0.040
## 890           6.50            0.300        0.32           2.00     0.044
## 891           5.00            0.310        0.00           6.40     0.046
## 892           5.80            0.260        0.18           1.20     0.031
## 893           5.90            0.260        0.30           1.00     0.036
## 894           7.00            0.310        0.29           1.40     0.037
## 895           5.80            0.260        0.18           1.20     0.031
## 896           5.60            0.190        0.39           1.10     0.043
## 897           6.80            0.180        0.28           8.70     0.047
## 898           7.00            0.290        0.26           1.60     0.044
## 899           6.60            0.260        0.29           1.40     0.039
## 900           6.80            0.180        0.28           8.50     0.047
## 901           6.60            0.200        0.38           7.90     0.052
## 902           8.00            0.290        0.29          13.20     0.046
## 903           6.10            0.280        0.35          12.80     0.048
## 904           5.90            0.310        0.30           7.70     0.047
## 905           6.90            0.210        0.28           2.40     0.056
## 906           8.40            0.190        0.42           1.60     0.047
## 907           8.30            0.270        0.45           1.30     0.048
## 908           7.10            0.250        0.39           2.10     0.036
## 909           8.00            0.230        0.37           9.60     0.054
## 910           7.50            0.240        0.31          13.00     0.049
## 911           6.30            0.330        0.20           5.80     0.040
## 912           6.20            0.330        0.19           5.60     0.042
## 913           6.30            0.340        0.19           5.80     0.041
## 914           5.80            0.290        0.05           0.80     0.038
## 915           8.00            0.320        0.26           1.20     0.050
## 916           5.60            0.290        0.05           0.80     0.038
## 917           7.40            0.130        0.39           4.70     0.042
## 918           7.70            0.300        0.32           1.60     0.037
## 919           7.00            0.240        0.34           1.40     0.031
## 920           8.60            0.180        0.40           1.10     0.040
## 921           7.00            0.110        0.32           4.60     0.057
## 922           7.70            0.320        0.62          10.60     0.036
## 923           7.70            0.320        0.62          10.60     0.036
## 924           6.50            0.260        0.27          12.90     0.044
## 925           7.90            0.280        0.41           2.00     0.044
## 926           6.30            0.270        0.23           2.90     0.047
## 927           5.40            0.595        0.10           2.80     0.042
## 928           6.70            0.250        0.33           2.90     0.057
## 929           6.50            0.250        0.35          12.00     0.055
## 930           6.10            0.360        0.58          15.00     0.044
## 931           7.70            0.170        0.52           5.90     0.017
## 932           6.40            0.260        0.43          12.60     0.033
## 933           6.50            0.260        0.28          12.50     0.046
## 934           5.90            0.290        0.33           7.40     0.037
## 935           6.20            0.280        0.43          13.00     0.039
## 936           6.10            0.270        0.44           6.70     0.041
## 937           6.40            0.430        0.32           1.40     0.048
## 938           6.10            0.360        0.58          15.00     0.044
## 939           6.20            0.350        0.29           7.30     0.044
## 940           7.70            0.240        0.29          15.30     0.044
## 941           6.20            0.340        0.28           7.50     0.034
## 942           6.30            0.270        0.46          11.75     0.037
## 943           5.40            0.415        0.19           1.60     0.039
## 944           6.90            0.480        0.36           3.50     0.030
## 945           6.50            0.180        0.33           8.00     0.051
## 946           6.70            0.150        0.29           5.00     0.058
## 948           8.50            0.160        0.35           1.60     0.039
## 949           6.80            0.705        0.25           3.20     0.048
## 950           7.30            0.250        0.39           6.40     0.034
## 951           7.60            0.345        0.26           1.90     0.043
## 952           7.60            0.220        0.34           9.70     0.035
## 953           6.50            0.170        0.33           1.40     0.028
## 954           8.20            0.230        0.37           1.30     0.042
## 955           7.60            0.220        0.34           9.70     0.035
## 956           7.60            0.345        0.26           1.90     0.043
## 957           7.50            0.320        0.26           1.80     0.042
## 958           6.60            0.230        0.32           0.90     0.041
## 959           6.60            0.200        0.32           1.10     0.039
## 960           7.30            0.240        0.34          15.40     0.050
## 961           7.30            0.240        0.34          15.40     0.050
## 962           8.00            0.420        0.36           5.00     0.037
## 963           7.30            0.240        0.34          15.40     0.050
## 964           6.10            0.190        0.25           4.00     0.023
## 965           5.90            0.260        0.21          12.50     0.034
## 966           8.30            0.230        0.43           3.20     0.035
## 967           6.50            0.340        0.28           1.80     0.041
## 968           6.80            0.220        0.35          17.50     0.039
## 969           6.50            0.080        0.33           1.90     0.028
## 970           5.50            0.420        0.09           1.60     0.019
## 971           5.10            0.420        0.01           1.50     0.017
## 972           6.00            0.270        0.19           1.70     0.020
## 973           6.80            0.220        0.35          17.50     0.039
## 974           6.50            0.080        0.33           1.90     0.028
## 975           7.10            0.130        0.38           1.80     0.046
## 976           7.60            0.300        0.25           4.30     0.054
## 977           6.60            0.130        0.30           4.90     0.058
## 978           6.50            0.140        0.33           7.60     0.050
## 979           7.70            0.280        0.33           6.70     0.037
## 982           7.70            0.280        0.33           6.70     0.037
## 983           5.10            0.390        0.21           1.70     0.027
## 984           5.70            0.360        0.34           4.20     0.026
## 985           6.90            0.190        0.33           1.60     0.043
## 986           6.00            0.410        0.21           1.90     0.050
## 987           7.40            0.280        0.30           5.30     0.054
## 988           7.40            0.300        0.30           5.20     0.053
## 989           6.90            0.190        0.33           1.60     0.043
## 990           7.70            0.280        0.39           8.90     0.036
## 991           8.60            0.160        0.38           3.40     0.040
## 992           8.20            0.260        0.44           1.30     0.046
## 993           6.50            0.250        0.27          15.20     0.049
## 994           7.00            0.240        0.18           1.30     0.046
## 995           8.60            0.180        0.36           1.80     0.040
## 996           7.80            0.270        0.34           1.60     0.046
## 997           6.00            0.260        0.34           1.30     0.046
## 998           6.10            0.240        0.27           9.80     0.062
## 999           8.00            0.240        0.30          17.45     0.056
## 1000          7.60            0.210        0.60           2.10     0.046
## 1001          8.00            0.190        0.36           1.80     0.050
## 1002          6.40            0.280        0.41           6.80     0.045
## 1003          6.40            0.280        0.43           7.10     0.045
## 1004          6.90            0.240        0.39           1.30     0.063
## 1005          5.80            0.360        0.26           3.30     0.038
## 1006          6.60            0.180        0.28           3.30     0.044
## 1007          5.80            0.360        0.26           3.30     0.038
## 1008          5.10            0.520        0.06           2.70     0.052
## 1009          6.60            0.220        0.37           1.20     0.059
## 1010          8.30            0.150        0.39           1.30     0.055
## 1011          7.60            0.160        0.44           1.40     0.043
## 1012          7.70            0.160        0.41           1.70     0.048
## 1013          8.30            0.160        0.48           1.70     0.057
## 1014          6.20            0.250        0.47          11.60     0.048
## 1016          7.60            0.390        0.22           2.80     0.036
## 1017          6.80            0.370        0.47          11.20     0.071
## 1018          7.60            0.160        0.44           1.40     0.043
## 1019          7.10            0.180        0.42           1.40     0.045
## 1020          8.30            0.140        0.26           1.50     0.049
## 1021          8.60            0.200        0.42           1.50     0.041
## 1022          8.60            0.200        0.42           1.50     0.041
## 1023          6.80            0.190        0.32           7.05     0.019
## 1024          7.60            0.190        0.38          10.60     0.060
## 1026          6.20            0.150        0.46           1.60     0.039
## 1027          6.60            0.140        0.44           1.60     0.042
## 1028          8.00            0.550        0.17           8.20     0.040
## 1029          7.00            0.240        0.35           1.50     0.052
## 1030          6.30            0.600        0.44          11.00     0.050
## 1031          7.10            0.200        0.41           2.10     0.054
## 1032          6.20            0.340        0.29           7.60     0.047
## 1033          7.10            0.300        0.36           6.80     0.055
## 1034          7.10            0.300        0.36           6.80     0.055
## 1036          8.80            0.170        0.38           1.80     0.040
## 1037          7.50            0.170        0.37           1.50     0.060
## 1038          7.10            0.470        0.24           6.00     0.044
## 1039          7.10            0.150        0.34           5.30     0.034
## 1040          7.50            0.170        0.34           1.40     0.035
## 1041          8.20            0.680        0.30           2.10     0.047
## 1042          7.70            0.275        0.30           1.00     0.039
## 1043          7.30            0.490        0.32           5.20     0.043
## 1044          7.50            0.330        0.48          19.45     0.048
## 1045          7.20            0.210        0.37           1.60     0.049
## 1046          7.30            0.150        0.40           2.00     0.050
## 1047          6.50            0.190        0.10           1.30     0.046
## 1048          7.00            0.310        0.52           1.70     0.029
## 1049          8.30            0.400        0.38           1.10     0.038
## 1050          6.10            0.370        0.36           4.70     0.035
## 1051          7.30            0.240        0.34           7.50     0.048
## 1053          7.60            0.290        0.42           1.30     0.035
## 1054          9.40            0.290        0.55           2.20     0.050
## 1055          7.00            0.310        0.52           1.70     0.029
## 1056          8.60            0.260        0.41           2.20     0.049
## 1057          7.50            0.210        0.34           1.20     0.060
## 1058          7.20            0.510        0.24          10.00     0.093
## 1059          7.50            0.210        0.34           1.20     0.060
## 1060          5.30            0.300        0.20           1.10     0.077
## 1061          8.00            0.260        0.36           2.00     0.054
## 1062          7.00            0.210        0.28           7.50     0.070
## 1063          6.70            0.260        0.26           4.00     0.079
## 1064          6.70            0.260        0.26           4.10     0.073
## 1065          8.10            0.260        0.37           1.90     0.072
## 1066          8.30            0.220        0.38          14.80     0.054
## 1067          6.40            0.300        0.51           5.50     0.048
## 1068          7.50            0.190        0.34           2.60     0.037
## 1069          8.80            0.330        0.44           6.35     0.024
## 1070          6.90            0.200        0.36           1.50     0.031
## 1071          8.00            0.370        0.32           1.60     0.040
## 1072          8.30            0.220        0.38          14.80     0.054
## 1073          8.20            0.290        0.33           9.10     0.036
## 1074          7.70            0.340        0.30           8.00     0.048
## 1075          6.20            0.550        0.45          12.00     0.049
## 1076          6.40            0.400        0.19           3.20     0.033
## 1077          7.50            0.280        0.33           7.70     0.048
## 1078          7.80            0.260        0.44           1.30     0.037
## 1079          6.50            0.260        0.34          16.30     0.051
## 1080          6.30            0.340        0.29           6.20     0.046
## 1081          6.80            0.150        0.33           4.70     0.059
## 1082          6.30            0.270        0.25           5.80     0.038
## 1083          6.30            0.270        0.25           5.80     0.038
## 1084          7.40            0.200        0.37          16.95     0.048
## 1085          6.30            0.230        0.21           5.10     0.035
## 1086          7.30            0.310        0.69          10.20     0.041
## 1087          5.20            0.240        0.45           3.80     0.027
## 1088          7.00            0.240        0.32           1.30     0.037
## 1089          7.40            0.200        0.37          16.95     0.048
## 1090          7.00            0.170        0.33           4.00     0.034
## 1091          8.30            0.210        0.58          17.10     0.049
## 1092          7.20            0.210        0.35          14.50     0.048
## 1093          7.10            0.210        0.40           1.20     0.069
## 1094          8.40            0.170        0.31           6.70     0.038
## 1095          7.40            0.240        0.31           8.40     0.045
## 1096          5.30            0.240        0.33           1.30     0.033
## 1097          6.50            0.280        0.26           8.80     0.040
## 1098          6.30            0.230        0.21           5.10     0.035
## 1099          6.50            0.290        0.25          10.60     0.039
## 1100          5.80            0.290        0.21           2.60     0.025
## 1101          6.30            0.270        0.25           5.80     0.038
## 1102          6.30            0.170        0.42           2.80     0.028
## 1103          6.30            0.160        0.40           1.60     0.033
## 1104          7.90            0.290        0.39           6.70     0.036
## 1105          7.30            0.310        0.69          10.20     0.041
## 1106          5.50            0.320        0.45           4.90     0.028
## 1107          5.20            0.240        0.45           3.80     0.027
## 1108          7.20            0.370        0.15           2.00     0.029
## 1109          6.10            0.290        0.27           1.70     0.024
## 1110          9.20            0.220        0.40           2.40     0.054
## 1111          7.20            0.370        0.15           2.00     0.029
## 1112          8.00            0.180        0.37           1.30     0.040
## 1113          6.50            0.220        0.34          12.00     0.053
## 1114          7.40            0.180        0.40           1.60     0.047
## 1115          6.50            0.520        0.17           1.40     0.047
## 1116          7.00            0.150        0.38           2.20     0.047
## 1117          5.90            0.415        0.13           1.40     0.040
## 1118          8.10            0.450        0.34           8.30     0.037
## 1119          5.80            0.415        0.13           1.40     0.040
## 1120          6.40            0.500        0.16          12.90     0.042
## 1121          6.70            0.105        0.32          12.40     0.051
## 1122          6.00            0.400        0.30           1.60     0.047
## 1123          6.60            0.250        0.39           1.45     0.040
## 1124          9.80            0.360        0.45           1.60     0.042
## 1125          9.60            0.230        0.40           1.50     0.044
## 1126          6.30            0.550        0.45          13.00     0.047
## 1128          6.40            0.125        0.29           5.85     0.042
## 1129          5.70            0.100        0.27           1.30     0.047
## 1130          7.90            0.250        0.29           5.30     0.031
## 1131          6.90            0.200        0.28           1.20     0.048
## 1132          6.90            0.230        0.34           4.00     0.047
## 1133          6.80            0.390        0.31          14.35     0.043
## 1134          8.70            0.220        0.42           2.30     0.053
## 1135          7.40            0.410        0.34           4.70     0.042
## 1136          6.70            0.250        0.34          12.85     0.048
## 1137          6.00            0.260        0.42           5.20     0.027
## 1138          6.10            0.310        0.37           8.40     0.031
## 1139          9.20            0.280        0.46           3.20     0.058
## 1140          9.00            0.310        0.49           6.90     0.034
## 1141          8.50            0.160        0.33           1.00     0.076
## 1142          9.30            0.340        0.49           7.30     0.052
## 1143          9.20            0.280        0.46           3.20     0.058
## 1144          7.20            0.240        0.30           1.60     0.048
## 1145          7.20            0.250        0.32           1.50     0.047
## 1146          6.80            0.320        0.18           7.50     0.041
## 1147          9.10            0.270        0.32           1.10     0.031
## 1148          8.90            0.340        0.32           1.30     0.041
## 1149          7.00            0.170        0.37           5.70     0.025
## 1150          6.70            0.250        0.23           7.20     0.038
## 1151          6.90            0.320        0.17           7.60     0.042
## 1152          6.80            0.320        0.18           7.50     0.041
## 1153          6.10            0.600        0.00           1.30     0.042
## 1154          5.30            0.395        0.07           1.30     0.035
## 1155          7.90            0.160        0.30           4.80     0.037
## 1156          7.60            0.330        0.36           2.10     0.034
## 1157          7.80            0.300        0.29          16.85     0.054
## 1158          7.80            0.300        0.29          16.85     0.054
## 1160          7.80            0.300        0.29          16.85     0.054
## 1161          7.50            0.140        0.34           1.30     0.055
## 1162          7.80            0.300        0.29          16.85     0.054
## 1163          6.60            0.250        0.41           7.40     0.043
## 1165          8.20            0.230        0.49           0.90     0.057
## 1166          6.00            0.240        0.32           6.30     0.030
## 1167          6.10            0.450        0.27           0.80     0.039
## 1168          7.40            0.230        0.43           1.40     0.044
## 1169          7.20            0.200        0.38           1.00     0.037
## 1170          7.50            0.140        0.34           1.30     0.055
## 1171          7.70            0.250        0.43           4.50     0.062
## 1172          8.20            0.610        0.45           5.40     0.030
## 1173          7.60            0.210        0.44           1.90     0.036
## 1174          7.40            0.220        0.33           2.00     0.045
## 1175          7.20            0.260        0.26          12.70     0.036
## 1176          6.40            0.250        0.41           8.60     0.042
## 1177          6.30            0.320        0.35          11.10     0.039
## 1178          6.80            0.250        0.29           2.00     0.042
## 1179          9.80            0.440        0.40           2.80     0.036
## 1180          7.20            0.200        0.25           4.50     0.044
## 1181          8.20            0.610        0.45           5.40     0.030
## 1182          7.50            0.420        0.45           9.10     0.029
## 1183          7.40            0.220        0.33           2.00     0.045
## 1184          6.40            0.260        0.30           2.20     0.025
## 1185          7.90            0.460        0.32           4.10     0.033
## 1186          6.50            0.410        0.64          11.80     0.065
## 1187          7.50            0.320        0.37           1.20     0.048
## 1188          6.60            0.210        0.38           2.20     0.026
## 1189          7.10            0.210        0.30           1.40     0.037
## 1190          7.60            0.260        0.47           1.60     0.068
## 1191          7.60            0.210        0.44           1.90     0.036
## 1192          6.90            0.250        0.26           5.20     0.024
## 1193          7.10            0.260        0.32          14.45     0.074
## 1194          7.30            0.220        0.40          14.75     0.042
## 1195          6.20            0.370        0.22           8.30     0.025
## 1196          7.90            0.220        0.45          14.20     0.038
## 1197          6.90            0.250        0.26           5.20     0.024
## 1198          7.30            0.220        0.40          14.75     0.042
## 1199          7.10            0.260        0.32          14.45     0.074
## 1200          7.40            0.250        0.37           6.90     0.020
## 1201          6.80            0.180        0.37           1.50     0.027
## 1202          7.00            0.170        0.37           1.50     0.028
## 1203          6.40            0.300        0.38           7.80     0.046
## 1204          5.00            0.330        0.16           1.50     0.049
## 1205          5.00            0.330        0.16           1.50     0.049
## 1207          7.00            0.260        0.46          15.55     0.037
## 1208          6.40            0.300        0.38           7.80     0.046
## 1209          6.30            0.210        0.40           1.70     0.031
## 1210          8.00            0.230        0.46           1.50     0.030
## 1211          9.20            0.280        0.41           1.00     0.042
## 1212          7.30            0.270        0.39           6.70     0.064
## 1213          7.60            0.320        0.36           1.60     0.040
## 1214          5.00            0.330        0.16           1.50     0.049
## 1215          9.70            0.240        0.45           1.20     0.033
## 1216          8.00            0.280        0.42           7.10     0.045
## 1217          8.20            0.370        0.36           1.00     0.034
## 1219          7.20            0.260        0.44           7.10     0.027
## 1220          8.20            0.370        0.36           1.00     0.034
## 1221          6.40            0.230        0.33           1.15     0.044
## 1222          5.90            0.400        0.32           6.00     0.034
## 1223          7.60            0.280        0.39           1.20     0.038
## 1224          8.00            0.280        0.42           7.10     0.045
## 1225          7.20            0.230        0.39           2.30     0.033
## 1226          6.80            0.320        0.37           3.40     0.023
## 1227          7.20            0.230        0.39           2.30     0.033
## 1228          6.90            0.180        0.38           6.50     0.039
## 1229          9.40            0.260        0.53           1.20     0.047
## 1230          8.30            0.330        0.42           1.15     0.033
## 1231          7.30            0.290        0.30          13.00     0.043
## 1232          7.90            0.410        0.37           4.50     0.030
## 1233          7.90            0.440        0.37           5.85     0.033
## 1234          7.70            0.390        0.30           5.20     0.037
## 1235          7.70            0.260        0.31           1.30     0.043
## 1236          7.80            0.320        0.31           1.70     0.036
## 1237          6.80            0.320        0.37           3.40     0.023
## 1238          7.30            0.240        0.39           3.60     0.024
## 1239          7.10            0.440        0.37           2.70     0.041
## 1240         10.30            0.250        0.48           2.20     0.042
## 1241          7.90            0.140        0.28           1.80     0.041
## 1242          7.40            0.180        0.42           2.10     0.036
## 1243          8.10            0.430        0.42           6.60     0.033
## 1244          7.10            0.440        0.37           2.70     0.041
## 1245          6.40            0.260        0.22           5.10     0.037
## 1247          8.00            0.200        0.40           5.20     0.055
## 1248          7.20            0.210        0.34           1.10     0.046
## 1249          7.20            0.180        0.31           1.10     0.045
## 1250          8.40            0.570        0.44          10.70     0.051
## 1251          5.30            0.260        0.23           5.15     0.034
## 1252          5.70            0.245        0.33           1.10     0.049
## 1253          5.60            0.245        0.32           1.10     0.047
## 1254          7.30            0.250        0.41           1.80     0.037
## 1256          6.40            0.220        0.34           1.80     0.057
## 1257          7.30            0.180        0.65           1.40     0.046
## 1258          6.40            0.170        0.27           6.70     0.036
## 1259          6.90            0.290        0.16           6.80     0.034
## 1260          6.20            0.210        0.38           6.80     0.036
## 1261          6.40            0.230        0.30           7.10     0.037
## 1262          7.30            0.190        0.68           1.50     0.050
## 1263          7.30            0.180        0.65           1.40     0.046
## 1265          7.20            0.140        0.35           1.20     0.036
## 1266          6.90            0.310        0.34           7.40     0.059
## 1267          7.50            0.280        0.34           4.20     0.028
## 1268          8.00            0.220        0.42          14.60     0.044
## 1269          7.60            0.310        0.29          10.50     0.040
## 1270          8.40            0.350        0.56          13.80     0.048
## 1271          8.00            0.220        0.42          14.60     0.044
## 1272          8.10            0.500        0.47           1.10     0.037
## 1273          7.00            0.390        0.31           5.30     0.169
## 1274          8.10            0.500        0.47           1.10     0.037
## 1275          8.40            0.350        0.56          13.80     0.048
## 1276          6.20            0.220        0.27           1.50     0.064
## 1277          8.00            0.220        0.42          14.60     0.044
## 1278          7.60            0.310        0.29          10.50     0.040
## 1279          7.00            0.240        0.36           4.90     0.083
## 1280          6.60            0.270        0.30           1.90     0.025
## 1281          7.80            0.160        0.41           1.70     0.026
## 1282          7.70            0.270        0.34           1.80     0.028
## 1283          7.40            0.310        0.74          10.70     0.039
## 1284          8.00            0.450        0.36           8.80     0.026
## 1285          7.70            0.270        0.34           1.80     0.028
## 1286          7.80            0.160        0.41           1.70     0.026
## 1287          6.60            0.160        0.29           1.80     0.050
## 1288          8.30            0.210        0.40           1.60     0.032
## 1289          7.20            0.320        0.33           1.40     0.029
## 1290          6.60            0.160        0.30           1.60     0.034
## 1291          8.40            0.160        0.33           1.50     0.033
## 1292          7.50            0.230        0.32           9.20     0.038
## 1293          6.20            0.170        0.30           1.10     0.037
## 1294          6.90            0.390        0.22           4.30     0.030
## 1295          6.90            0.410        0.22           4.20     0.031
## 1296          7.50            0.230        0.32           9.20     0.038
## 1297          7.50            0.380        0.33           5.00     0.045
## 1298          7.30            0.420        0.38           6.80     0.045
## 1299          7.30            0.340        0.39           5.20     0.040
## 1300          7.80            0.230        0.28           4.75     0.042
## 1301          9.00            0.245        0.38           5.90     0.045
## 1302          6.90            0.200        0.40           7.70     0.032
## 1303          7.40            0.190        0.42           6.40     0.067
## 1304          8.20            0.200        0.36           8.10     0.035
## 1306          7.90            0.140        0.45           1.80     0.050
## 1307          6.80            0.240        0.40           1.80     0.047
## 1308          9.70            0.140        0.59           1.50     0.049
## 1309          9.20            0.150        0.68           1.60     0.046
## 1310          9.40            0.170        0.55           1.60     0.049
## 1311          5.20            0.365        0.08          13.50     0.041
## 1312          6.30            0.230        0.22           3.75     0.039
## 1313          9.60            0.250        0.54           1.30     0.040
## 1314          9.20            0.320        0.42           1.30     0.046
## 1315          6.40            0.310        0.40           6.20     0.040
## 1316          8.10            0.200        0.36           9.70     0.044
## 1317          7.90            0.255        0.26           2.00     0.026
## 1318          7.00            0.150        0.34           1.40     0.039
## 1319          6.40            0.150        0.31           1.10     0.044
## 1320          6.40            0.250        0.53           6.60     0.038
## 1321          7.60            0.190        0.42           1.50     0.044
## 1322          7.30            0.430        0.37           4.60     0.028
## 1323          5.10            0.310        0.30           0.90     0.037
## 1324          6.20            0.200        0.26           1.70     0.093
## 1325          6.90            0.160        0.35           1.30     0.043
## 1326          7.70            0.320        0.48           2.30     0.040
## 1327          6.50            0.220        0.72           6.80     0.042
## 1328          6.80            0.260        0.33           1.50     0.047
## 1329          5.20            0.370        0.33           1.20     0.028
## 1330          8.40            0.190        0.43           2.10     0.052
## 1331          8.30            0.210        0.41           2.20     0.050
## 1332          6.80            0.150        0.32           8.80     0.058
## 1333          7.90            0.160        0.64          17.00     0.050
## 1334          7.80            0.210        0.39           1.80     0.034
## 1335          9.00            0.240        0.50           1.20     0.048
## 1336          5.70            0.210        0.24           2.30     0.047
## 1337          7.80            0.290        0.36           7.00     0.042
## 1338          6.70            0.180        0.30           6.40     0.048
## 1339          6.70            0.180        0.30           6.40     0.048
## 1340          8.40            0.580        0.27          12.15     0.033
## 1341          7.20            0.160        0.32           0.80     0.040
## 1342          7.60            0.540        0.23           2.00     0.029
## 1343          8.40            0.580        0.27          12.15     0.033
## 1344          6.60            0.250        0.31          12.40     0.059
## 1345          7.30            0.230        0.37           1.90     0.041
## 1346          7.30            0.390        0.37           1.10     0.043
## 1347          7.00            0.460        0.39           6.20     0.039
## 1348          8.20            0.350        0.40           6.30     0.039
## 1349          7.80            0.290        0.36           7.00     0.042
## 1350          9.20            0.350        0.39           0.90     0.042
## 1351          8.00            0.570        0.39           3.90     0.034
## 1352          6.50            0.370        0.33           3.90     0.027
## 1353          5.70            0.210        0.24           2.30     0.047
## 1354          6.70            0.180        0.30           6.40     0.048
## 1355          7.80            0.130        0.30           1.80     0.040
## 1356          7.60            0.190        0.41           1.10     0.040
## 1357          7.30            0.220        0.41          15.40     0.050
## 1358          6.30            0.290        0.40           6.50     0.039
## 1359          6.80            0.350        0.32           2.40     0.048
## 1360          6.50            0.190        0.32           1.40     0.040
## 1361          6.20            0.120        0.26           5.70     0.044
## 1362          6.00            0.130        0.28           5.70     0.038
## 1363          6.40            0.250        0.33           1.40     0.040
## 1364          6.90            0.320        0.16           1.40     0.051
## 1365          7.60            0.190        0.41           1.10     0.040
## 1366          6.70            0.130        0.28           1.20     0.046
## 1367          7.00            0.140        0.41           0.90     0.037
## 1368          7.60            0.270        0.24           3.80     0.058
## 1369          7.30            0.220        0.41          15.40     0.050
## 1371          7.60            0.280        0.39           1.90     0.052
## 1372          8.30            0.260        0.41           9.20     0.042
## 1373         10.70            0.220        0.56           8.20     0.044
## 1374         10.70            0.220        0.56           8.20     0.044
## 1375          6.90            0.230        0.34           2.70     0.032
## 1376          6.20            0.300        0.32           1.70     0.032
## 1377          6.90            0.270        0.41           1.70     0.047
## 1378          6.90            0.280        0.41           1.70     0.050
## 1379          6.90            0.280        0.30           1.60     0.047
## 1380          6.90            0.460        0.20           0.90     0.054
## 1381          6.90            0.380        0.32           8.50     0.044
## 1382          5.70            0.430        0.30           5.70     0.039
## 1383          6.60            0.560        0.16           3.10     0.045
## 1384          7.10            0.360        0.56           1.30     0.046
## 1385          6.80            0.230        0.40           1.60     0.047
## 1386          6.20            0.330        0.29           1.30     0.042
## 1388          6.60            0.420        0.33           2.80     0.034
## 1389          7.30            0.180        0.29           1.20     0.044
## 1390          8.10            0.190        0.40           0.90     0.037
## 1391          5.90            0.190        0.26           7.40     0.034
## 1392          6.20            0.160        0.47           1.40     0.029
## 1393          6.60            0.420        0.33           2.80     0.034
## 1394          5.70            0.135        0.30           4.60     0.042
## 1396          6.90            0.190        0.33           1.60     0.039
## 1397          7.30            0.180        0.29           1.20     0.044
## 1398          7.30            0.250        0.36          13.10     0.050
## 1399          7.30            0.250        0.36          13.10     0.050
## 1400          7.00            0.200        0.34           5.70     0.035
## 1401          7.30            0.250        0.36          13.10     0.050
## 1403          7.40            0.400        0.29           5.40     0.044
## 1404          7.10            0.260        0.31           2.20     0.044
## 1405          9.00            0.310        0.48           6.60     0.043
## 1406          6.30            0.390        0.24           6.90     0.069
## 1407          8.20            0.220        0.36           6.80     0.034
## 1408          7.10            0.190        0.28           3.60     0.033
## 1409          7.30            0.250        0.36          13.10     0.050
## 1410          7.90            0.200        0.34           1.20     0.040
## 1411          7.10            0.260        0.32           5.90     0.037
## 1412          7.00            0.200        0.34           5.70     0.035
## 1413          6.90            0.300        0.33           4.10     0.035
## 1414          8.10            0.290        0.49           7.10     0.042
## 1415          5.80            0.170        0.30           1.40     0.037
## 1416          5.90            0.415        0.02           0.80     0.038
## 1417          6.60            0.230        0.26           1.30     0.045
## 1420          7.60            0.140        0.74           1.60     0.040
## 1421          9.20            0.280        0.49          11.80     0.042
## 1422          6.20            0.180        0.49           4.50     0.047
## 1423          5.30            0.165        0.24           1.10     0.051
## 1424          9.80            0.250        0.74          10.00     0.056
## 1425          8.10            0.290        0.49           7.10     0.042
## 1426          6.80            0.220        0.49           0.90     0.052
## 1427          7.20            0.220        0.49           1.00     0.045
## 1428          7.40            0.250        0.49           1.10     0.042
## 1429          8.20            0.180        0.49           1.10     0.033
## 1430          6.10            0.220        0.49           1.50     0.051
## 1431          7.00            0.390        0.24           1.00     0.048
## 1432          6.10            0.220        0.49           1.50     0.051
## 1433          6.50            0.360        0.49           2.90     0.030
## 1434          7.10            0.290        0.49           1.20     0.031
## 1435          7.40            0.250        0.49           1.10     0.042
## 1436          6.90            0.230        0.24          14.20     0.053
## 1438          8.20            0.180        0.49           1.10     0.033
## 1439          6.30            0.230        0.49           7.10     0.050
## 1440          6.10            0.250        0.49           7.60     0.052
## 1441          7.20            0.260        0.74          13.60     0.050
## 1442          7.20            0.310        0.24           1.40     0.057
## 1443          8.00            0.250        0.49           1.20     0.061
## 1444          7.00            0.180        0.49           5.30     0.040
## 1445          7.80            0.430        0.49          13.00     0.033
## 1446          8.30            0.200        0.74           4.45     0.044
## 1447          6.30            0.270        0.49           1.20     0.063
## 1448          7.40            0.160        0.49           1.20     0.055
## 1449          7.40            0.160        0.49           1.20     0.055
## 1450          6.90            0.190        0.49           6.60     0.036
## 1451          7.80            0.430        0.49          13.00     0.033
## 1452          7.20            0.400        0.49           1.10     0.048
## 1453          7.80            0.430        0.49          13.00     0.033
## 1454          7.60            0.520        0.49          14.00     0.034
## 1455          8.30            0.210        0.49          19.80     0.054
## 1457          6.30            0.270        0.49           1.20     0.063
## 1458          8.30            0.200        0.74           4.45     0.044
## 1459          7.10            0.220        0.74           2.70     0.044
## 1460          7.90            0.110        0.49           4.50     0.048
## 1461          8.50            0.170        0.74           3.60     0.050
## 1462          6.40            0.145        0.49           5.40     0.048
## 1463          7.40            0.160        0.49           1.20     0.055
## 1464          8.30            0.190        0.49           1.20     0.051
## 1465          8.00            0.440        0.49           9.10     0.031
## 1467          6.90            0.190        0.49           6.60     0.036
## 1468          7.10            0.250        0.49           3.00     0.030
## 1469          6.50            0.240        0.24           1.60     0.046
## 1470          7.20            0.400        0.49           1.10     0.048
## 1471          7.60            0.520        0.49          14.00     0.034
## 1472          7.80            0.430        0.49          13.00     0.033
## 1473          7.80            0.210        0.49           1.35     0.052
## 1474          7.00            0.200        0.49           5.90     0.038
## 1475          6.90            0.250        0.24           3.60     0.057
## 1476          7.20            0.080        0.49           1.30     0.050
## 1478          7.60            0.510        0.24           1.20     0.040
## 1479          7.90            0.220        0.24           4.60     0.044
## 1480          7.70            0.160        0.49           2.00     0.056
## 1481          7.20            0.080        0.49           1.30     0.050
## 1482          6.60            0.250        0.24           1.70     0.048
## 1483          6.70            0.160        0.49           2.40     0.046
## 1484          6.90            0.250        0.24           3.60     0.057
## 1485          7.50            0.320        0.24           4.60     0.053
## 1486          7.40            0.280        0.49           1.50     0.034
## 1487          6.20            0.150        0.49           0.90     0.033
## 1489          6.50            0.260        0.74          13.30     0.044
## 1490          7.90            0.160        0.74          17.85     0.037
## 1491          5.60            0.185        0.49           1.10     0.030
## 1492          7.50            0.200        0.49           1.30     0.031
## 1493          8.00            0.300        0.49           9.40     0.046
## 1494          8.00            0.340        0.49           9.00     0.033
## 1495          7.70            0.350        0.49           8.65     0.033
## 1496          7.60            0.290        0.49           9.60     0.030
## 1497          6.70            0.620        0.24           1.10     0.039
## 1498          6.80            0.270        0.49           1.20     0.044
## 1499          7.70            0.270        0.49           1.80     0.041
## 1500          6.70            0.510        0.24           2.10     0.043
## 1501          7.40            0.190        0.49           9.30     0.030
## 1502          8.30            0.200        0.49           1.70     0.040
## 1503          6.60            0.300        0.24           1.20     0.034
## 1504          6.80            0.360        0.24           4.60     0.039
## 1506          9.20            0.180        0.49           1.50     0.041
## 1507          8.10            0.200        0.49           8.10     0.051
## 1508          7.80            0.260        0.74           7.50     0.044
## 1509          6.80            0.210        0.49          14.50     0.060
## 1510          7.90            0.200        0.49           1.60     0.053
## 1511          8.00            0.180        0.49           1.80     0.061
## 1512          8.80            0.230        0.74           3.20     0.042
## 1513          7.30            0.220        0.49           9.40     0.034
## 1514          7.30            0.220        0.49           9.90     0.031
## 1515          7.40            0.190        0.49           9.30     0.030
## 1516          7.30            0.155        0.49           1.30     0.039
## 1517          8.20            0.220        0.49           9.60     0.037
## 1518          8.20            0.240        0.49           9.30     0.038
## 1519          8.40            0.230        0.49           7.80     0.035
## 1520          8.30            0.200        0.49           1.70     0.040
## 1521          8.30            0.200        0.49           1.70     0.038
## 1522          6.60            0.300        0.24           1.20     0.034
## 1523          6.90            0.210        0.49           1.40     0.041
## 1524          8.00            0.250        0.49           9.00     0.044
## 1525          6.60            0.210        0.49          18.15     0.042
## 1526          7.20            0.270        0.74          12.50     0.037
## 1528          7.90            0.280        0.49           7.70     0.045
## 1529          7.40            0.270        0.49           1.10     0.037
## 1530          6.60            0.210        0.49          18.15     0.042
## 1531          7.20            0.270        0.74          12.50     0.037
## 1532          8.10            0.300        0.49           8.10     0.037
## 1533          7.50            0.230        0.49           7.70     0.049
## 1534          7.30            0.260        0.49           5.00     0.028
## 1536          8.50            0.150        0.49           1.50     0.031
## 1537          8.90            0.130        0.49           1.00     0.028
## 1538          8.10            0.280        0.49           1.00     0.040
## 1539          6.00            0.170        0.49           1.00     0.034
## 1540          7.30            0.260        0.49           5.00     0.028
## 1542          7.10            0.530        0.24           0.80     0.029
## 1543          7.20            0.160        0.49           1.30     0.037
## 1544          7.30            0.140        0.49           1.10     0.038
## 1545          8.90            0.130        0.49           1.00     0.028
## 1546          7.90            0.120        0.49           5.20     0.049
## 1547          6.70            0.290        0.49           4.70     0.034
## 1548          6.70            0.300        0.49           4.80     0.034
## 1549          7.10            0.360        0.24           1.80     0.025
## 1550          8.50            0.150        0.49           1.50     0.031
## 1551          7.90            0.180        0.49           5.20     0.051
## 1553          7.30            0.210        0.49           1.80     0.038
## 1554          6.90            0.300        0.49           7.60     0.057
## 1555          7.90            0.420        0.49           8.20     0.056
## 1556          6.90            0.240        0.49           1.30     0.032
## 1557          7.60            0.230        0.49          10.00     0.036
## 1558          7.90            0.180        0.49           5.20     0.051
## 1559          6.20            0.430        0.49           6.40     0.045
## 1560          8.80            0.350        0.49           1.00     0.036
## 1561          7.80            0.300        0.74           1.80     0.033
## 1562          9.10            0.280        0.49           2.00     0.059
## 1563          7.10            0.340        0.49           1.50     0.027
## 1564          7.80            0.300        0.74           1.80     0.033
## 1565          9.10            0.280        0.49           2.00     0.059
## 1566          8.50            0.190        0.49           3.50     0.044
## 1567          7.60            0.180        0.49          18.05     0.046
## 1568          7.50            0.190        0.49           1.80     0.055
## 1569          7.40            0.300        0.49           8.20     0.055
## 1570          6.70            0.300        0.74           5.00     0.038
## 1571          6.60            0.300        0.74           4.60     0.041
## 1572          7.40            0.300        0.49           8.20     0.055
## 1573          6.90            0.220        0.49           7.00     0.063
## 1574          7.80            0.260        0.49           3.10     0.045
## 1575          8.50            0.170        0.49           8.80     0.048
## 1577          6.20            0.270        0.49           1.40     0.050
## 1578          7.10            0.640        0.49           1.80     0.050
## 1580          7.60            0.310        0.49          13.40     0.062
## 1581          9.80            0.310        0.49          15.40     0.046
## 1582          9.00            0.300        0.49           7.20     0.039
## 1583          8.40            0.240        0.49           7.40     0.039
## 1585          6.40            0.250        0.74           7.80     0.045
## 1586          7.30            0.300        0.74          13.50     0.039
## 1587          9.30            0.310        0.49           1.30     0.042
## 1588          6.40            0.250        0.74           7.80     0.045
## 1589          7.30            0.300        0.74          13.50     0.039
## 1590          7.00            0.270        0.74           1.50     0.036
## 1591          7.90            0.140        0.74           1.20     0.028
## 1592          6.40            0.120        0.49           6.40     0.042
## 1593          6.80            0.210        0.74           1.20     0.047
## 1594          8.60            0.160        0.49           7.30     0.043
## 1595          7.00            0.290        0.49           3.80     0.047
## 1596          6.40            0.270        0.49           7.30     0.046
## 1597          6.60            0.550        0.01           2.70     0.034
## 1598          6.40            0.270        0.49           7.30     0.046
## 1601          7.00            0.290        0.49           3.80     0.047
## 1602          8.20            0.340        0.49           8.00     0.046
## 1603          5.60            0.390        0.24           4.70     0.034
## 1604          5.60            0.410        0.24           1.90     0.034
## 1605          6.70            0.410        0.01           2.80     0.048
## 1606          7.10            0.260        0.49           2.20     0.032
## 1607          7.50            0.320        0.49           1.70     0.031
## 1608          5.80            0.190        0.49           4.90     0.040
## 1609          6.90            0.270        0.49          23.50     0.057
## 1610          8.10            0.200        0.49          11.80     0.048
## 1611          7.50            0.320        0.49           1.70     0.031
## 1612          8.20            0.260        0.49           5.20     0.040
## 1613          7.80            0.260        0.49           3.20     0.027
## 1614          8.00            0.140        0.49           1.50     0.035
## 1615          8.00            0.290        0.49          11.70     0.035
## 1616          7.50            0.190        0.49           1.60     0.047
## 1617          6.90            0.340        0.49           7.30     0.045
## 1618          6.20            0.200        0.49           1.60     0.065
## 1619          6.40            0.370        0.49          13.30     0.045
## 1620          6.20            0.220        0.49           6.00     0.029
## 1621          7.80            0.260        0.49           3.20     0.027
## 1622          8.90            0.320        0.49           1.60     0.050
## 1623          6.50            0.440        0.49           7.70     0.045
## 1624          7.00            0.140        0.49           5.90     0.053
## 1625          9.00            0.170        0.49           1.00     0.039
## 1626          6.40            0.260        0.49           6.40     0.037
## 1627          9.00            0.220        0.49          10.40     0.048
## 1628          8.90            0.320        0.49           1.60     0.050
## 1629          8.20            0.200        0.49           3.50     0.057
## 1630          7.80            0.150        0.24           7.70     0.047
## 1631          6.90            0.250        0.24           1.80     0.053
## 1632          8.20            0.200        0.49           3.50     0.057
## 1633          7.10            0.280        0.49           6.50     0.041
## 1634          7.40            0.190        0.49           6.70     0.037
## 1635          8.30            0.250        0.49          16.80     0.048
## 1636          7.50            0.140        0.74           1.60     0.035
## 1637          7.80            0.490        0.49           7.00     0.043
## 1638          8.10            0.120        0.49           1.20     0.042
## 1640          7.90            0.220        0.49           3.80     0.042
## 1641          7.80            0.490        0.49           7.00     0.043
## 1642          6.40            0.220        0.49           7.50     0.054
## 1643          7.30            0.190        0.49          15.55     0.058
## 1644          8.10            0.300        0.49          12.30     0.049
## 1645          7.30            0.190        0.49          15.55     0.058
## 1646          7.50            0.240        0.49           9.40     0.048
## 1647          6.40            0.220        0.49           7.50     0.054
## 1648          7.80            0.210        0.49           1.20     0.036
## 1649          7.10            0.300        0.49           1.60     0.045
## 1650          6.90            0.260        0.49           1.60     0.058
## 1651          7.60            0.310        0.49           3.95     0.044
## 1653          8.20            0.290        0.49           1.00     0.044
## 1655          6.60            0.460        0.49           7.40     0.052
## 1656          7.80            0.280        0.49           1.30     0.046
## 1657          5.80            0.150        0.49           1.10     0.048
## 1658          7.80            0.400        0.49           7.80     0.060
## 1659          6.60            0.310        0.49           7.70     0.050
## 1660          6.60            0.325        0.49           7.70     0.049
## 1661          6.60            0.270        0.49           7.80     0.049
## 1662          6.70            0.260        0.49           8.30     0.047
## 1663          6.70            0.210        0.49           1.40     0.047
## 1665          8.10            0.280        0.46          15.40     0.059
## 1666          6.50            0.130        0.37           1.00     0.036
## 1667          7.80            0.445        0.56           1.00     0.040
## 1668          8.80            0.390        0.34           5.90     0.055
## 1669          7.90            0.180        0.33           1.20     0.033
## 1670          7.10            0.310        0.38           1.20     0.036
## 1671          7.80            0.240        0.18           6.70     0.046
## 1672          7.00            0.350        0.30           6.50     0.028
## 1673          6.60            0.260        0.31           4.80     0.138
## 1674          6.60            0.270        0.31           5.30     0.137
## 1675          6.80            0.220        0.29           8.90     0.046
## 1676          6.20            0.270        0.32           8.80     0.047
## 1677          7.00            0.350        0.30           6.50     0.028
## 1678          7.30            0.230        0.37           1.80     0.032
## 1679          6.20            0.300        0.20           6.60     0.045
## 1680          6.40            0.350        0.20           5.70     0.034
## 1681          7.60            0.320        0.34          18.35     0.054
## 1683          7.20            0.250        0.28          14.40     0.055
## 1684          7.20            0.250        0.28          14.40     0.055
## 1685          7.30            0.260        0.33          17.85     0.049
## 1686          7.20            0.250        0.28          14.40     0.055
## 1687          7.40            0.260        0.37           9.40     0.047
## 1688          7.30            0.260        0.33          17.85     0.049
## 1690          7.10            0.160        0.25           1.30     0.034
## 1691          9.00            0.430        0.30           1.50     0.050
## 1692          7.20            0.250        0.28          14.40     0.055
## 1693          7.00            0.240        0.30           4.20     0.040
## 1694          6.70            0.265        0.22           8.60     0.048
## 1695          7.70            0.120        0.32           1.40     0.060
## 1696          7.20            0.210        0.33           3.00     0.036
## 1697          8.50            0.320        0.36          14.90     0.041
## 1698          6.90            0.180        0.30           2.00     0.038
## 1699          7.00            0.240        0.30           4.20     0.040
## 1700          6.30            0.260        0.29           2.20     0.043
## 1701          6.70            0.260        0.30           1.80     0.043
## 1702          7.90            0.290        0.36          11.10     0.033
## 1703          6.50            0.270        0.19           4.20     0.046
## 1704          6.70            0.330        0.42           6.40     0.058
## 1705          6.70            0.310        0.42           6.40     0.057
## 1706          6.60            0.250        0.31           1.50     0.035
## 1707          6.40            0.240        0.22           1.50     0.038
## 1708          6.80            0.260        0.29          16.95     0.056
## 1709          7.00            0.610        0.26           1.70     0.051
## 1710          6.80            0.220        0.30          13.60     0.055
## 1711          8.10            0.310        0.24           1.60     0.032
## 1712          7.00            0.200        0.30           6.10     0.037
## 1713          7.90            0.180        0.37           3.00     0.061
## 1714          6.60            0.340        0.27           6.20     0.059
## 1715          6.80            0.300        0.24           6.60     0.123
## 1716          6.50            0.180        0.34           1.60     0.040
## 1717          7.00            0.210        0.31           6.00     0.046
## 1718          6.80            0.270        0.32           1.50     0.044
## 1719          9.30            0.200        0.33           1.70     0.050
## 1720          5.80            0.230        0.27           1.80     0.043
## 1721          7.60            0.200        0.39           2.60     0.044
## 1724          6.50            0.180        0.34           1.60     0.040
## 1725          7.00            0.130        0.30           5.00     0.056
## 1726          6.90            0.170        0.22           4.60     0.064
## 1727          7.00            0.300        0.32           6.40     0.034
## 1729          6.80            0.300        0.24           6.60     0.123
## 1730          7.50            0.220        0.33           6.70     0.036
## 1731          9.20            0.230        0.30           1.10     0.031
## 1733          6.60            0.545        0.04           2.50     0.031
## 1734          8.10            0.300        0.31           1.10     0.041
## 1735          6.90            0.160        0.30           9.60     0.057
## 1736          8.00            0.320        0.36           4.60     0.042
## 1737          6.10            0.220        0.23           3.10     0.052
## 1738          6.90            0.160        0.30           9.60     0.057
## 1739          7.50            0.150        0.38           1.80     0.054
## 1740          8.40            0.290        0.29           1.05     0.032
## 1741          6.60            0.370        0.47           6.50     0.061
## 1742          7.70            0.380        0.40           2.00     0.038
## 1743          6.30            0.250        0.23          14.90     0.039
## 1744          8.30            0.300        0.36          10.00     0.042
## 1746          6.10            0.340        0.31          12.00     0.053
## 1747          7.50            0.220        0.29           4.80     0.050
## 1748          8.30            0.300        0.36          10.00     0.042
## 1749          8.00            0.270        0.24           1.20     0.044
## 1750          6.10            0.170        0.27           1.50     0.056
## 1751          7.40            0.180        0.30          10.40     0.045
## 1752          6.70            0.160        0.28           2.50     0.046
## 1753          6.10            0.255        0.44          12.30     0.045
## 1754          7.40            0.230        0.25           1.40     0.049
## 1755          6.40            0.160        0.28           2.20     0.042
## 1756          6.30            0.250        0.23          14.90     0.039
## 1757          6.70            0.270        0.25           8.00     0.053
## 1758          6.90            0.290        0.23           8.60     0.056
## 1759          9.60            0.210        0.28           1.20     0.038
## 1760          6.60            0.620        0.20           8.70     0.046
## 1761          6.40            0.280        0.19           5.40     0.042
## 1762          8.00            0.300        0.28           5.70     0.044
## 1763          6.40            0.170        0.27           1.50     0.037
## 1764          7.30            0.210        0.30          10.90     0.037
## 1765          6.70            0.270        0.25           8.00     0.053
## 1766          6.90            0.290        0.23           8.60     0.056
## 1767          6.60            0.320        0.26           7.70     0.054
## 1768          7.40            0.320        0.22           1.70     0.051
## 1769          6.60            0.370        0.07           1.40     0.048
## 1770          7.70            0.430        0.28           4.50     0.046
## 1771          7.80            0.390        0.26           9.90     0.059
## 1772          6.50            0.180        0.26           1.40     0.041
## 1773          7.80            0.400        0.26           9.50     0.059
## 1774          7.80            0.390        0.26           9.90     0.059
## 1775          6.90            0.190        0.28           3.00     0.054
## 1777          6.60            0.250        0.35          14.00     0.069
## 1778          6.50            0.180        0.26           1.40     0.041
## 1779          6.40            0.150        0.36           1.80     0.034
## 1780          6.40            0.150        0.36           1.80     0.034
## 1781          8.40            0.170        0.31           5.40     0.052
## 1783          8.50            0.210        0.26           9.25     0.034
## 1784          8.70            0.450        0.40           1.50     0.067
## 1785          6.70            0.240        0.29           6.80     0.038
## 1786          8.50            0.210        0.26           9.25     0.034
## 1787          7.40            0.330        0.26           2.60     0.040
## 1788          7.20            0.260        0.30           2.10     0.033
## 1789          8.20            0.360        0.29           7.60     0.035
## 1790          7.80            0.200        0.24           1.60     0.026
## 1791          9.40            0.160        0.30           1.40     0.042
## 1792          6.40            0.330        0.24           1.60     0.054
## 1793          7.80            0.220        0.36           1.40     0.056
## 1794          7.40            0.350        0.31          17.95     0.062
## 1795          6.60            0.370        0.24           2.00     0.064
## 1796          6.70            0.370        0.41           6.30     0.061
## 1797          7.10            0.370        0.32           1.40     0.037
## 1798          6.90            0.250        0.27           9.05     0.039
## 1799          6.80            0.230        0.29          15.40     0.073
## 1800          6.40            0.260        0.21           7.10     0.040
## 1801          7.60            0.300        0.22          10.20     0.049
## 1802          9.40            0.160        0.23           1.60     0.042
## 1803          6.80            0.230        0.29          15.40     0.073
## 1804          6.40            0.260        0.21           7.10     0.040
## 1805          7.60            0.300        0.22          10.20     0.049
## 1806          7.50            0.330        0.39          12.40     0.065
## 1807          7.60            0.380        0.20           3.40     0.046
## 1808          8.80            0.200        0.43          15.00     0.053
## 1809          7.50            0.330        0.39          12.40     0.065
## 1810          8.80            0.200        0.43          15.00     0.053
## 1811          6.60            0.360        0.21           1.50     0.049
## 1812          7.60            0.380        0.20           3.40     0.046
## 1813          5.60            0.460        0.24           4.80     0.042
## 1814          7.20            0.150        0.38           1.20     0.038
## 1815          8.20            0.420        0.29           4.10     0.030
## 1816          6.80            0.300        0.35           2.80     0.038
## 1817          6.70            0.270        0.30          13.90     0.029
## 1818          7.20            0.500        0.00           0.80     0.034
## 1819          6.00            0.260        0.29           1.00     0.032
## 1820          6.80            0.330        0.28           1.20     0.032
## 1821          6.80            0.300        0.35           2.80     0.038
## 1822          7.40            0.290        0.31           1.70     0.035
## 1823          8.20            0.420        0.29           4.10     0.030
## 1824          7.30            0.190        0.24           6.30     0.054
## 1825          6.50            0.320        0.12          11.50     0.033
## 1826          7.10            0.320        0.40           1.50     0.034
## 1827          6.50            0.320        0.12          11.50     0.033
## 1828          7.30            0.190        0.24           6.30     0.054
## 1829          7.30            0.170        0.23           6.30     0.051
## 1830          7.70            0.440        0.24          11.20     0.031
## 1831          7.70            0.440        0.24          11.20     0.031
## 1832          7.40            0.490        0.24          15.10     0.030
## 1833          7.70            0.440        0.24          11.20     0.031
## 1834          7.40            0.490        0.24          15.10     0.030
## 1835          6.40            0.210        0.30           5.60     0.044
## 1837          7.00            0.190        0.23           5.70     0.123
## 1838          7.20            0.240        0.29           2.20     0.037
## 1839          6.50            0.340        0.36          11.00     0.052
## 1840          7.00            0.190        0.23           5.70     0.123
## 1841          6.90            0.180        0.33           1.00     0.054
## 1842          7.20            0.240        0.29           2.20     0.037
## 1843          8.20            0.180        0.31          11.80     0.039
## 1844          8.30            0.280        0.45           7.80     0.059
## 1845          6.10            0.340        0.46           4.70     0.029
## 1846          7.40            0.440        0.20          11.50     0.049
## 1847          7.60            0.260        0.58           7.90     0.041
## 1848          7.40            0.440        0.20          11.50     0.049
## 1850          7.00            0.240        0.25           1.70     0.042
## 1851          7.10            0.250        0.25           1.60     0.046
## 1852          6.10            0.340        0.46           4.70     0.029
## 1853          6.40            0.180        0.31           1.60     0.049
## 1854          8.30            0.270        0.39           2.40     0.058
## 1855          6.80            0.240        0.35           6.40     0.048
## 1856          8.00            0.220        0.28          14.00     0.053
## 1858          8.90            0.340        0.34           1.60     0.056
## 1859          8.90            0.330        0.34           1.40     0.056
## 1860          8.00            0.220        0.28          14.00     0.053
## 1861          6.70            0.180        0.19           4.70     0.046
## 1862          7.80            0.200        0.28          10.20     0.054
## 1863          7.30            0.130        0.31           2.30     0.054
## 1864          6.60            0.280        0.30           7.80     0.049
## 1865          7.10            0.250        0.30           2.40     0.042
## 1867          7.60            0.270        0.25          13.90     0.050
## 1868          6.90            0.370        0.28          13.80     0.031
## 1869          7.40            0.210        0.27           7.30     0.031
## 1870          8.20            0.180        0.28           8.50     0.035
## 1871          6.30            0.190        0.21           1.80     0.049
## 1872          7.00            0.210        0.22           5.10     0.048
## 1873          5.80            0.330        0.20          16.05     0.047
## 1874          5.80            0.330        0.20          16.05     0.047
## 1875          7.90            0.290        0.31           7.35     0.034
## 1876          6.60            0.310        0.38          16.05     0.058
## 1877          8.00            0.190        0.30           2.00     0.053
## 1878          8.00            0.200        0.36           1.20     0.032
## 1879          8.00            0.250        0.26          14.00     0.043
## 1880          7.20            0.200        0.61          16.20     0.043
## 1881          7.70            0.300        0.42          14.30     0.045
## 1882          7.20            0.200        0.61          16.20     0.043
## 1883          7.70            0.300        0.42          14.30     0.045
## 1884          7.70            0.300        0.42          14.30     0.045
## 1885          6.40            0.220        0.32           7.90     0.029
## 1886          7.20            0.200        0.61          16.20     0.043
## 1887          7.00            0.530        0.02           1.00     0.036
## 1888          7.30            0.240        0.41          13.60     0.050
## 1889          7.20            0.240        0.40          17.85     0.049
## 1890          7.60            0.150        0.40           1.30     0.036
## 1891          7.70            0.300        0.42          14.30     0.045
## 1892          7.60            0.330        0.41          13.70     0.045
## 1893          6.80            0.240        0.31          18.30     0.046
## 1894          6.80            0.240        0.31          18.30     0.046
## 1895          6.80            0.350        0.44           6.50     0.056
## 1896          7.90            0.260        0.33          10.30     0.039
## 1897          7.50            0.290        0.67           8.10     0.037
## 1898          7.50            0.290        0.67           8.10     0.037
## 1899          7.20            0.310        0.41           8.60     0.053
## 1900          6.70            0.440        0.31           1.90     0.030
## 1902          7.40            0.210        0.30           7.90     0.039
## 1903          8.80            0.230        0.35          10.70     0.040
## 1904          7.80            0.340        0.27           1.20     0.040
## 1905          7.90            0.260        0.33          10.30     0.039
## 1906          7.50            0.290        0.67           8.10     0.037
## 1907          6.00            0.280        0.35           1.90     0.037
## 1908          7.90            0.370        0.30           2.70     0.029
## 1909          7.20            0.360        0.36           5.70     0.038
## 1910          7.60            0.130        0.34           9.30     0.062
## 1911          6.60            0.250        0.36           8.10     0.045
## 1912          7.10            0.180        0.26           1.30     0.041
## 1913          7.90            0.300        0.27           8.50     0.036
## 1914          8.30            0.230        0.30           2.10     0.049
## 1915          6.80            0.430        0.30           3.50     0.033
## 1916          7.20            0.360        0.36           5.70     0.038
## 1917          6.60            0.250        0.36           8.10     0.045
## 1918          7.10            0.180        0.26           1.30     0.041
## 1919          6.60            0.350        0.29          14.40     0.044
## 1920          7.30            0.220        0.50          13.70     0.049
## 1921          8.10            0.260        0.33          11.10     0.052
## 1922          7.60            0.130        0.34           9.30     0.062
## 1923          7.00            0.120        0.19           4.90     0.055
## 1924          8.20            0.370        0.27           1.70     0.028
## 1925          7.60            0.260        0.36           1.60     0.032
## 1928          7.10            0.250        0.28           1.60     0.052
## 1929          7.00            0.270        0.32           6.80     0.047
## 1930          8.80            0.340        0.33           9.70     0.036
## 1931          9.20            0.270        0.34          10.50     0.043
## 1934          7.20            0.470        0.65           8.30     0.083
## 1935          6.80            0.280        0.36           1.60     0.040
## 1936          8.80            0.340        0.33           9.70     0.036
## 1937          9.20            0.270        0.34          10.50     0.043
## 1938          7.30            0.130        0.27           4.60     0.080
## 1939          7.20            0.160        0.35           1.20     0.031
## 1940          6.80            0.310        0.32           7.60     0.052
## 1941          8.30            0.360        0.57          15.00     0.052
## 1942          6.80            0.310        0.32           7.60     0.052
## 1943          8.30            0.360        0.57          15.00     0.052
## 1944          6.30            0.250        0.44          11.60     0.041
## 1946          8.10            0.260        0.30           7.80     0.049
## 1947          6.40            0.220        0.32          12.00     0.066
## 1949          7.20            0.190        0.31           1.40     0.046
## 1950          6.70            0.310        0.44           6.70     0.054
## 1951          8.00            0.250        0.13          17.20     0.036
## 1953          8.10            0.310        0.36           8.20     0.028
## 1954          8.10            0.240        0.38           4.30     0.044
## 1955          8.00            0.250        0.13          17.20     0.036
## 1956          6.40            0.290        0.28          11.10     0.063
## 1957          7.20            0.150        0.33           1.10     0.027
## 1958          7.00            0.120        0.32           7.20     0.058
## 1960          8.50            0.170        0.31           1.00     0.024
## 1961          8.50            0.170        0.31           1.00     0.024
## 1962          9.50            0.210        0.47           1.30     0.039
## 1963          8.20            0.210        0.48           1.40     0.041
## 1965          6.80            0.310        0.42           6.90     0.046
## 1966          6.80            0.270        0.28          13.30     0.076
## 1967          7.40            0.210        0.30           8.10     0.047
## 1968          8.00            0.230        0.35           9.20     0.044
## 1969          7.60            0.200        0.31           1.40     0.047
## 1970          6.30            0.410        0.30           3.20     0.030
## 1971          8.30            0.490        0.43           2.50     0.036
## 1972          6.30            0.410        0.30           3.20     0.030
## 1973          7.60            0.200        0.26           4.50     0.086
## 1974          7.50            0.260        0.26          18.35     0.084
## 1975          7.50            0.260        0.26          18.35     0.084
## 1976          6.80            0.270        0.35           7.80     0.048
## 1977          6.80            0.280        0.37           7.00     0.057
## 1978          8.40            0.200        0.27           6.30     0.048
## 1979          7.90            0.330        0.26           1.20     0.044
## 1980          7.50            0.380        0.50          12.80     0.042
## 1981          7.60            0.200        0.30          14.20     0.056
## 1982          7.60            0.200        0.30          14.20     0.056
## 1983          7.60            0.200        0.30          14.20     0.056
## 1984          7.60            0.200        0.30          14.20     0.056
## 1985          7.60            0.200        0.30          14.20     0.056
## 1986          8.10            0.190        0.58          16.65     0.049
## 1987          7.60            0.160        0.41           1.90     0.047
## 1988          8.10            0.220        0.28           7.70     0.043
## 1989          8.00            0.220        0.32          10.40     0.043
## 1990          7.10            0.330        0.30           3.30     0.034
## 1991          6.40            0.430        0.27           1.10     0.054
## 1992          7.60            0.200        0.30          14.20     0.056
## 1993          7.00            0.120        0.28           6.30     0.057
## 1994          7.40            0.300        0.22           5.25     0.053
## 1995          7.00            0.280        0.33          14.60     0.043
## 1996          8.40            0.200        0.38          11.80     0.055
## 1997          7.00            0.280        0.33          14.60     0.043
## 1998          8.40            0.200        0.38          11.80     0.055
## 1999          8.40            0.200        0.38          11.80     0.055
## 2000          7.30            0.180        0.31          17.30     0.055
## 2001          6.80            0.310        0.09           1.40     0.040
## 2002          6.70            0.310        0.08           1.30     0.038
## 2003          7.60            0.170        0.35           1.60     0.047
## 2004          7.40            0.300        0.22           5.25     0.053
## 2005          7.40            0.260        0.31           2.40     0.043
## 2006          7.00            0.280        0.33          14.60     0.043
## 2007          8.40            0.200        0.38          11.80     0.055
## 2008          5.60            0.180        0.31           1.50     0.038
## 2009          7.20            0.150        0.39           1.80     0.043
## 2010          8.00            0.400        0.33           7.70     0.034
## 2011          7.00            0.250        0.56           2.00     0.035
## 2012          7.20            0.150        0.39           1.80     0.043
## 2013          6.80            0.180        0.46           1.40     0.064
## 2014          6.60            0.320        0.22          16.70     0.046
## 2015          9.00            0.550        0.30           8.10     0.026
## 2016          6.90            0.190        0.39           8.00     0.028
## 2017          6.30            0.410        0.33           4.70     0.023
## 2018          9.00            0.550        0.30           8.10     0.026
## 2019          7.00            0.200        0.34           2.10     0.049
## 2020          6.60            0.320        0.22          16.70     0.046
## 2021          7.70            0.260        0.34           6.40     0.050
## 2022          6.30            0.210        0.28           1.50     0.051
## 2023          7.60            0.340        0.39           7.60     0.040
## 2024          6.30            0.210        0.28           1.50     0.051
## 2028          6.90            0.320        0.15           8.10     0.046
## 2029          8.90            0.210        0.34           7.10     0.037
## 2030          7.60            0.340        0.39           7.60     0.040
## 2031          9.50            0.420        0.41           2.30     0.034
## 2032          7.60            0.290        0.26           6.50     0.042
## 2033          6.50            0.250        0.20           1.40     0.024
## 2034          7.20            0.230        0.33          12.70     0.049
## 2035          7.90            0.350        0.36           1.60     0.038
## 2036          8.80            0.200        0.28           1.10     0.018
## 2038          7.60            0.290        0.26           6.50     0.042
## 2039          5.50            0.140        0.27           4.60     0.029
## 2040          8.70            0.240        0.35           0.60     0.042
## 2041          6.70            0.300        0.45          10.60     0.032
## 2042          5.50            0.140        0.27           4.60     0.029
## 2043          5.60            0.130        0.27           4.80     0.028
## 2044          7.40            0.180        0.34           2.70     0.030
## 2045          5.70            0.385        0.04          12.60     0.034
## 2046          8.70            0.240        0.35           0.60     0.042
## 2047          8.30            0.330        0.43           9.20     0.046
## 2048          6.80            0.340        0.44           6.60     0.052
## 2049          6.80            0.330        0.44           7.00     0.050
## 2050          6.30            0.280        0.24           8.45     0.031
## 2052          6.80            0.210        0.27          18.15     0.042
## 2053          6.80            0.210        0.27          18.15     0.042
## 2054          8.60            0.485        0.29           4.10     0.026
## 2055          8.60            0.485        0.29           4.10     0.026
## 2056          7.30            0.290        0.29           4.60     0.029
## 2057          6.80            0.210        0.27          18.15     0.042
## 2058          6.70            0.310        0.31           4.90     0.031
## 2059          7.30            0.290        0.37           8.30     0.044
## 2060          5.70            0.460        0.46           1.40     0.040
## 2061          6.80            0.280        0.44          11.50     0.040
## 2062          6.70            0.230        0.33           1.80     0.036
## 2063          6.90            0.170        0.25           1.60     0.047
## 2064          7.60            0.180        0.36           2.40     0.049
## 2065          6.60            0.220        0.28           4.90     0.042
## 2066          7.80            0.270        0.28           1.80     0.050
## 2067          7.70            0.280        0.29           4.30     0.051
## 2068          7.60            0.290        0.29           4.40     0.051
## 2069          5.70            0.320        0.18           1.40     0.029
## 2070          7.10            0.330        0.25           1.60     0.030
## 2071          7.30            0.340        0.30           1.30     0.057
## 2072          6.50            0.190        0.26           5.20     0.040
## 2073          6.60            0.230        0.27           5.60     0.043
## 2074          6.60            0.270        0.29           5.30     0.045
## 2075          6.60            0.220        0.28           4.90     0.042
## 2076          7.60            0.180        0.36           2.40     0.049
## 2077          6.80            0.360        0.32           1.60     0.039
## 2078          7.00            0.220        0.39           2.10     0.055
## 2079          5.90            0.170        0.30           1.40     0.042
## 2080          7.40            0.450        0.32           7.10     0.044
## 2081          6.80            0.360        0.32           1.60     0.039
## 2082          7.50            0.420        0.14          10.70     0.046
## 2083          7.50            0.330        0.32          11.10     0.036
## 2084          9.40            0.300        0.32          10.70     0.029
## 2085          7.90            0.170        0.32           1.60     0.053
## 2086          7.90            0.170        0.32           1.60     0.053
## 2087          8.20            0.170        0.32           1.50     0.050
## 2088          8.30            0.170        0.31           1.50     0.049
## 2089          8.70            0.150        0.30           1.60     0.046
## 2090          7.90            0.170        0.32           1.60     0.053
## 2091          7.20            0.250        0.19           8.00     0.044
## 2092          7.20            0.240        0.19           7.70     0.045
## 2093          5.30            0.760        0.03           2.70     0.043
## 2094          6.60            0.220        0.53          15.10     0.052
## 2095          6.60            0.220        0.53          15.10     0.052
## 2096          8.40            0.280        0.40           8.90     0.048
## 2097          6.80            0.320        0.34           6.00     0.050
## 2098          6.70            0.240        0.33          12.30     0.046
## 2099          7.40            0.180        0.36          13.10     0.056
## 2100          6.00            0.160        0.30           6.70     0.043
## 2101          6.70            0.240        0.33          12.30     0.046
## 2102          6.80            0.280        0.35           2.30     0.042
## 2103          6.20            0.340        0.30          11.10     0.047
## 2104          6.00            0.270        0.15           1.50     0.056
## 2105          6.00            0.160        0.30           6.70     0.043
## 2106          6.80            0.320        0.34           6.00     0.050
## 2107          8.50            0.240        0.47          15.20     0.057
## 2108          8.10            0.240        0.33          10.20     0.048
## 2109          7.40            0.180        0.36          13.10     0.056
## 2110          7.70            0.230        0.31          10.70     0.038
## 2111          6.50            0.220        0.25          17.10     0.050
## 2112          6.50            0.220        0.25          17.10     0.050
## 2113          6.50            0.220        0.25          17.10     0.050
## 2114          5.70            0.330        0.15           1.90     0.050
## 2115          7.70            0.230        0.31          10.70     0.038
## 2116          6.50            0.220        0.25          17.10     0.050
## 2117          6.80            0.200        0.27           1.20     0.034
## 2118          7.70            0.260        0.32           1.20     0.040
## 2119          6.40            0.200        0.32           3.10     0.041
## 2120          8.00            0.160        0.36           1.50     0.033
## 2121          6.80            0.250        0.27          10.70     0.076
## 2122          7.70            0.390        0.28           4.90     0.035
## 2123          6.90            0.260        0.33          12.60     0.051
## 2124          6.80            0.250        0.27          10.70     0.076
## 2125          7.70            0.390        0.28           4.90     0.035
## 2126          6.00            0.280        0.22          12.15     0.048
## 2127          6.50            0.430        0.28          12.00     0.056
## 2129          5.90            0.500        0.05           2.60     0.054
## 2130          6.80            0.280        0.39           1.40     0.036
## 2131          7.00            0.350        0.24           1.90     0.040
## 2132          7.10            0.220        0.32          16.90     0.056
## 2133          7.10            0.220        0.32          16.90     0.056
## 2134          8.30            0.240        0.27           2.10     0.030
## 2135          6.80            0.260        0.32           7.00     0.041
## 2136          7.20            0.160        0.26           7.10     0.054
## 2137          7.90            0.180        0.36           5.90     0.058
## 2138          7.20            0.160        0.26           7.10     0.054
## 2139          5.50            0.240        0.32           8.70     0.060
## 2140          7.10            0.330        0.64          13.20     0.056
## 2141          7.70            0.280        0.35          15.30     0.056
## 2142          7.70            0.280        0.35          15.30     0.056
## 2143          7.50            0.260        0.52          13.20     0.047
## 2144          6.50            0.140        0.32           2.70     0.037
## 2145          8.20            0.210        0.32          10.65     0.053
## 2146          7.20            0.200        0.31          10.00     0.054
## 2147          7.20            0.115        0.30           6.80     0.056
## 2148          6.40            0.290        0.20          15.60     0.040
## 2149          7.10            0.330        0.64          13.20     0.056
## 2150          6.80            0.240        0.34           5.10     0.038
## 2151          7.00            0.240        0.34           3.00     0.035
## 2152          7.70            0.280        0.35          15.30     0.056
## 2153          7.00            0.220        0.33           2.10     0.052
## 2154          7.50            0.180        0.39           1.90     0.054
## 2156          7.80            0.290        0.33           8.75     0.035
## 2157          7.90            0.280        0.32           3.60     0.038
## 2158          8.50            0.250        0.27           4.70     0.031
## 2159          7.40            0.180        0.27           1.30     0.048
## 2160          6.30            0.240        0.37           1.80     0.031
## 2161          6.00            0.330        0.38           9.70     0.040
## 2162          6.80            0.370        0.28           4.00     0.030
## 2163          9.90            0.490        0.23           2.40     0.087
## 2164          8.50            0.250        0.27           4.70     0.031
## 2166          7.00            0.350        0.31           1.80     0.069
## 2167          7.00            0.350        0.31           1.80     0.069
## 2168          7.40            0.190        0.30          12.80     0.053
## 2169          7.40            0.190        0.30          12.80     0.053
## 2170          7.40            0.190        0.30          12.80     0.053
## 2171          7.40            0.190        0.30          12.80     0.053
## 2172          7.40            0.190        0.30          12.80     0.053
## 2173          6.90            0.320        0.13           7.80     0.042
## 2174          7.60            0.320        0.58          16.75     0.050
## 2175          7.40            0.190        0.30          12.80     0.053
## 2176          7.40            0.190        0.30          12.80     0.053
## 2177          6.90            0.320        0.13           7.80     0.042
## 2178          6.00            0.340        0.24           5.40     0.060
## 2179          7.60            0.320        0.58          16.75     0.050
## 2180          7.70            0.240        0.31           1.30     0.047
## 2181          8.00            0.360        0.43          10.10     0.053
## 2182          7.40            0.290        0.25           3.80     0.044
## 2183          6.60            0.320        0.27          10.90     0.041
## 2184          6.30            0.300        0.24           6.60     0.040
## 2185          6.40            0.330        0.24           9.80     0.041
## 2186          7.50            0.180        0.31          11.70     0.051
## 2188          6.80            0.250        0.18           1.40     0.056
## 2189          6.40            0.180        0.32           9.60     0.052
## 2190          7.10            0.180        0.32          12.20     0.048
## 2191          7.60            0.270        0.42           2.60     0.044
## 2192          9.20            0.230        0.35          10.70     0.037
## 2193          7.90            0.280        0.41           4.90     0.058
## 2194          7.10            0.180        0.32          12.20     0.048
## 2195          6.40            0.180        0.32           9.60     0.052
## 2196          6.80            0.250        0.18           1.40     0.056
## 2197          7.00            0.220        0.26           1.10     0.037
## 2198          7.30            0.180        0.29           1.00     0.036
## 2199          7.10            0.260        0.19           8.20     0.051
## 2200          6.60            0.250        0.42          11.30     0.049
## 2201          6.40            0.240        0.23           7.30     0.069
## 2202          6.00            0.280        0.27           2.30     0.051
## 2203          7.10            0.260        0.19           8.20     0.051
## 2204          7.80            0.240        0.38           2.10     0.058
## 2205          7.60            0.270        0.33           2.00     0.059
## 2206          7.70            0.390        0.34          10.00     0.056
## 2208          6.60            0.230        0.24           3.90     0.045
## 2209          7.10            0.260        0.30           2.00     0.031
## 2210          7.00            0.320        0.35           1.50     0.039
## 2211          7.40            0.240        0.26           1.60     0.058
## 2212          6.90            0.210        0.33           1.40     0.056
## 2213          7.00            0.320        0.35           1.50     0.039
## 2214          7.40            0.170        0.29           1.40     0.047
## 2215          7.10            0.260        0.30           2.00     0.031
## 2216          8.50            0.280        0.34          13.80     0.041
## 2217          7.80            0.300        0.37           1.30     0.051
## 2218          8.10            0.250        0.38           3.80     0.051
## 2219          7.70            0.280        0.29           6.90     0.041
## 2220          6.50            0.240        0.36           2.20     0.027
## 2221          7.00            0.220        0.32           1.60     0.045
## 2222          8.50            0.280        0.34          13.80     0.041
## 2223          8.00            0.450        0.28          10.80     0.051
## 2224          6.90            0.230        0.33          12.80     0.056
## 2225          8.00            0.450        0.28          10.80     0.051
## 2226          7.60            0.230        0.26          15.30     0.067
## 2227          7.70            0.280        0.58          12.10     0.046
## 2228          7.70            0.270        0.61          12.00     0.046
## 2229          7.10            0.200        0.36          11.60     0.042
## 2230          6.90            0.250        0.35           9.20     0.034
## 2231          7.10            0.200        0.36          11.60     0.042
## 2232          6.90            0.250        0.35           9.20     0.034
## 2233          8.40            0.200        0.31           2.80     0.054
## 2234          6.50            0.390        0.35           1.60     0.049
## 2235          7.20            0.230        0.38           6.10     0.067
## 2236          6.90            0.440        0.42           8.50     0.048
## 2237          7.10            0.280        0.19           7.80     0.040
## 2238          6.40            0.340        0.20          14.90     0.060
## 2239          6.10            0.150        0.29           6.20     0.046
## 2240          6.90            0.440        0.42           8.50     0.048
## 2241          7.20            0.290        0.18           8.20     0.042
## 2242          7.10            0.280        0.19           7.80     0.040
## 2243          6.10            0.230        0.45          10.60     0.094
## 2244          6.70            0.230        0.42          11.20     0.047
## 2245          7.00            0.360        0.14          11.60     0.043
## 2246          7.50            0.310        0.24           7.10     0.031
## 2247          6.40            0.340        0.20          14.90     0.060
## 2248          6.10            0.150        0.29           6.20     0.046
## 2249          7.40            0.200        0.29           1.70     0.047
## 2250          6.30            0.270        0.18           7.70     0.048
## 2251          9.20            0.340        0.54          17.30     0.060
## 2252          7.40            0.180        0.29           1.40     0.042
## 2253          7.20            0.290        0.20           7.70     0.046
## 2254          6.30            0.270        0.18           7.70     0.048
## 2255          6.20            0.260        0.19           3.40     0.049
## 2256          7.30            0.210        0.21           1.60     0.046
## 2257          7.10            0.140        0.35           1.40     0.039
## 2258          7.20            0.390        0.54           1.40     0.157
## 2259          7.60            0.480        0.28          10.40     0.049
## 2260          7.20            0.390        0.54           1.40     0.157
## 2261          7.60            0.480        0.28          10.40     0.049
## 2262          6.50            0.360        0.31           4.10     0.061
## 2263          8.50            0.250        0.31           2.80     0.032
## 2264          6.90            0.300        0.21          15.70     0.056
## 2265          6.60            0.190        0.43          10.90     0.045
## 2266          6.90            0.300        0.21          15.70     0.056
## 2267          9.40            0.420        0.32           6.50     0.027
## 2268          6.60            0.190        0.43          10.90     0.045
## 2269          6.30            0.200        0.30           5.90     0.034
## 2270          8.50            0.190        0.56          17.30     0.055
## 2271          7.30            0.190        0.25           1.40     0.051
## 2272          6.70            0.250        0.26          13.50     0.060
## 2273          6.20            0.250        0.28           8.50     0.035
## 2274          6.10            0.460        0.32           6.20     0.053
## 2275          7.30            0.190        0.25           1.40     0.051
## 2276          7.50            0.290        0.26          14.95     0.067
## 2277          6.70            0.310        0.18           7.70     0.043
## 2278          7.40            0.140        0.30           1.30     0.033
## 2279          6.70            0.310        0.18           7.70     0.043
## 2280          7.10            0.400        0.52           1.30     0.148
## 2281          6.40            0.160        0.25           1.30     0.047
## 2282          6.30            0.160        0.22           1.30     0.046
## 2283          7.40            0.330        0.26          15.60     0.049
## 2284          7.40            0.330        0.26          15.60     0.049
## 2285          7.40            0.330        0.26          15.60     0.049
## 2286          7.40            0.330        0.26          15.60     0.049
## 2287          6.60            0.410        0.24           4.90     0.158
## 2288          6.70            0.430        0.23           5.00     0.157
## 2289          7.40            0.330        0.26          15.60     0.049
## 2290          7.30            0.400        0.28           6.50     0.037
## 2291          7.40            0.180        0.24           1.40     0.047
## 2292          8.60            0.170        0.28           2.70     0.047
## 2293          6.50            0.320        0.23           1.20     0.054
## 2294          7.30            0.400        0.28           6.50     0.037
## 2295          7.00            0.320        0.31           6.40     0.031
## 2296          7.50            0.420        0.19           6.90     0.041
## 2297          6.90            0.280        0.31           7.20     0.040
## 2298          6.50            0.290        0.42          10.60     0.042
## 2299          6.30            0.410        0.18           3.50     0.027
## 2300          7.00            0.320        0.31           6.40     0.031
## 2301          7.30            0.300        0.33           2.30     0.043
## 2302          6.60            0.220        0.28          12.05     0.058
## 2303          6.00            0.260        0.18           7.00     0.055
## 2304          6.90            0.440        0.18          11.80     0.051
## 2305          7.50            0.420        0.20           1.40     0.060
## 2306          7.00            0.360        0.30           5.00     0.040
## 2307          5.60            0.295        0.20           2.20     0.049
## 2308          6.80            0.210        0.55          14.60     0.053
## 2309          9.40            0.280        0.30           1.60     0.045
## 2310          8.10            0.280        0.34           1.30     0.035
## 2311          6.80            0.210        0.55          14.60     0.053
## 2312          7.00            0.220        0.26           2.80     0.036
## 2313          9.40            0.280        0.30           1.60     0.045
## 2314          6.80            0.320        0.30           3.30     0.029
## 2315          7.00            0.190        0.33           6.30     0.032
## 2316          7.70            0.420        0.38           8.10     0.061
## 2317          7.40            0.200        0.31           1.60     0.038
## 2318          7.50            0.240        0.62          10.60     0.045
## 2319          7.50            0.260        0.59          11.80     0.046
## 2320          6.60            0.400        0.32           1.70     0.035
## 2321          8.00            0.200        0.30           8.10     0.037
## 2323          6.10            0.410        0.04           1.30     0.036
## 2324          7.60            0.200        0.34           1.80     0.041
## 2325          6.90            0.300        0.21           7.20     0.045
## 2326          7.00            0.350        0.17           1.10     0.049
## 2327          6.90            0.350        0.55          11.95     0.038
## 2328          7.00            0.350        0.17           1.10     0.049
## 2329          6.90            0.350        0.55          11.95     0.038
## 2330          7.60            0.300        0.40           2.20     0.054
## 2331          7.50            0.380        0.29          12.70     0.050
## 2332          7.50            0.300        0.32           1.40     0.032
## 2333          6.30            0.400        0.32          10.60     0.049
## 2336          8.30            0.270        0.34          10.20     0.048
## 2338          6.50            0.280        0.35           9.80     0.067
## 2339          7.20            0.340        0.30           8.40     0.051
## 2340          7.00            0.230        0.26           7.20     0.041
## 2341          7.70            0.290        0.29           4.80     0.060
## 2342          7.20            0.340        0.30           8.40     0.051
## 2343          7.70            0.400        0.27           4.50     0.034
## 2344          6.70            0.170        0.27           1.40     0.032
## 2345          7.00            0.230        0.26           7.20     0.041
## 2346          8.10            0.240        0.26          11.00     0.043
## 2347          7.70            0.280        0.63          11.10     0.039
## 2348          7.50            0.230        0.29           2.60     0.031
## 2349          8.30            0.260        0.31           2.00     0.029
## 2351          7.90            0.310        0.22          13.30     0.048
## 2352          7.90            0.250        0.34          11.40     0.040
## 2353          6.10            0.280        0.16           1.30     0.060
## 2354          7.00            0.180        0.26           1.40     0.044
## 2355          6.50            0.210        0.28           1.40     0.046
## 2356          7.60            0.480        0.33           7.00     0.024
## 2357          7.10            0.340        0.32           2.00     0.051
## 2358          8.90            0.210        0.37           1.20     0.028
## 2359          7.40            0.320        0.27          12.90     0.040
## 2361          8.10            0.250        0.34          10.10     0.050
## 2362          8.20            0.250        0.46           3.75     0.050
## 2363          6.50            0.180        0.29           1.70     0.035
## 2364          6.70            0.240        0.26          12.60     0.053
## 2365          6.60            0.320        0.24           1.30     0.060
## 2366          7.60            0.320        0.35           1.60     0.092
## 2367          7.40            0.330        0.44           7.60     0.050
## 2368          7.20            0.300        0.30           8.10     0.050
## 2369          7.40            0.340        0.30          14.90     0.037
## 2370          6.10            0.160        0.29           6.00     0.030
## 2371          6.30            0.100        0.24           6.00     0.039
## 2373          6.00            0.330        0.18           3.00     0.036
## 2374          7.60            0.480        0.37           1.20     0.034
## 2375          7.20            0.200        0.30           2.00     0.039
## 2376          7.00            0.320        0.29           4.90     0.036
## 2377          7.20            0.200        0.30           2.00     0.039
## 2378          7.00            0.220        0.29           8.90     0.050
## 2380          6.40            0.270        0.19           2.00     0.084
## 2381          6.40            0.270        0.19           1.90     0.085
## 2382          7.00            0.230        0.42           5.10     0.042
## 2383          6.90            0.150        0.28           4.40     0.029
## 2384          6.70            0.260        0.29           5.80     0.025
## 2385          6.90            0.150        0.28           4.40     0.029
## 2386          7.60            0.200        0.68          12.90     0.042
## 2387          6.90            0.300        0.29           1.30     0.053
## 2388          6.90            0.300        0.30           1.30     0.053
## 2389          7.60            0.210        0.35           1.20     0.041
## 2390          6.80            0.460        0.26           2.70     0.042
## 2391          7.00            0.280        0.26           1.70     0.042
## 2392          6.50            0.240        0.29           8.20     0.043
## 2393          6.40            0.170        0.34           1.50     0.091
## 2394          6.40            0.170        0.34           1.50     0.093
## 2396          7.00            0.270        0.29           3.90     0.059
## 2398          6.50            0.190        0.27           4.90     0.037
## 2399          8.00            0.360        0.39           1.60     0.024
## 2400          6.10            0.160        0.24           1.40     0.046
## 2401          9.20            0.190        0.42           2.00     0.047
## 2402          9.20            0.160        0.49           2.00     0.044
## 2403          8.00            0.260        0.28           8.20     0.038
## 2405          9.80            0.160        0.46           1.80     0.046
## 2406          6.60            0.230        0.18           8.50     0.044
## 2407          7.90            0.440        0.26           4.45     0.033
## 2408          7.60            0.310        0.27           5.80     0.036
## 2410          7.10            0.210        0.28           2.70     0.034
## 2411          7.00            0.160        0.26           7.30     0.047
## 2412          8.00            0.270        0.25          19.10     0.045
## 2413          6.30            0.380        0.17           8.80     0.080
## 2414          7.10            0.210        0.28           2.70     0.034
## 2415          6.20            0.380        0.18           7.40     0.095
## 2416          8.20            0.240        0.30           2.30     0.050
## 2417          7.00            0.160        0.26           6.85     0.047
## 2419          6.30            0.410        0.16           0.90     0.032
## 2420          6.10            0.360        0.41          19.35     0.070
## 2421          8.10            0.400        0.32           7.90     0.031
## 2422          6.80            0.260        0.43          11.75     0.045
## 2423          6.20            0.440        0.18           7.70     0.096
## 2424          7.20            0.240        0.29           3.00     0.036
## 2425          6.20            0.440        0.18           7.70     0.096
## 2426          7.20            0.240        0.29           3.00     0.036
## 2427          7.30            0.220        0.26           1.50     0.040
## 2428          8.10            0.340        0.28           7.50     0.040
## 2429          7.30            0.220        0.26           1.50     0.040
## 2430          8.10            0.340        0.28           7.50     0.040
## 2431          6.40            0.280        0.17           8.30     0.042
## 2432          6.30            0.290        0.14           7.05     0.045
## 2433          6.40            0.270        0.17           8.40     0.044
## 2434          7.40            0.350        0.20          13.90     0.054
## 2435          8.30            0.280        0.27          17.50     0.045
## 2436          6.40            0.350        0.35           5.60     0.034
## 2437          6.90            0.430        0.28           9.40     0.056
## 2438          8.00            0.260        0.28           4.80     0.050
## 2439          6.90            0.430        0.28           9.40     0.056
## 2440          7.30            0.270        0.37           9.70     0.042
## 2441          6.80            0.460        0.26           6.30     0.147
## 2443          7.60            0.285        0.32          14.60     0.063
## 2444          6.60            0.320        0.33           2.50     0.052
## 2445          7.60            0.285        0.32          14.60     0.063
## 2446          6.60            0.340        0.34           2.60     0.051
## 2447          6.60            0.320        0.33           2.50     0.052
## 2448          6.50            0.270        0.26           8.20     0.042
## 2449          6.60            0.260        0.27           1.50     0.040
## 2450          6.70            0.270        0.26           2.30     0.043
## 2451          6.60            0.560        0.15          10.00     0.037
## 2452          6.60            0.560        0.15          10.00     0.037
## 2453          7.30            0.190        0.27           1.60     0.027
## 2454          6.30            0.200        0.26           1.60     0.027
## 2455          7.10            0.290        0.30          16.00     0.036
## 2456          7.80            0.320        0.33          10.40     0.031
## 2457          8.10            0.330        0.36           7.40     0.037
## 2458          8.10            0.330        0.36           7.40     0.037
## 2459          7.80            0.320        0.33          10.40     0.031
## 2460          6.60            0.330        0.24          16.05     0.045
## 2461          6.60            0.330        0.24          16.05     0.045
## 2462          8.20            0.260        0.33           2.60     0.053
## 2463          8.30            0.250        0.33           2.50     0.053
## 2464          7.00            0.260        0.26          10.80     0.039
## 2465          6.00            0.260        0.15           1.20     0.053
## 2468          7.00            0.280        0.32           1.70     0.038
## 2469          5.20            0.160        0.34           0.80     0.029
## 2470          6.80            0.340        0.10           1.40     0.049
## 2471          7.60            0.250        0.34           1.30     0.056
## 2472          5.60            0.350        0.40           6.30     0.022
## 2473          8.80            0.240        0.23          10.30     0.032
## 2474          6.00            0.290        0.21          15.55     0.043
## 2475          6.10            0.270        0.31           1.50     0.035
## 2476          7.40            0.560        0.09           1.50     0.071
## 2477          6.80            0.290        0.49           1.40     0.142
## 2478          6.10            0.270        0.31           1.50     0.035
## 2479          6.30            0.270        0.37           7.90     0.047
## 2480          6.60            0.240        0.30          13.00     0.052
## 2481          6.80            0.320        0.30           1.00     0.049
## 2482          6.40            0.370        0.37           4.85     0.041
## 2483          6.20            0.260        0.37           7.10     0.047
## 2484          6.30            0.270        0.37           7.90     0.047
## 2485          6.40            0.300        0.16           7.50     0.050
## 2486          8.00            0.280        0.32           7.60     0.045
## 2487          6.70            0.240        0.32          10.30     0.079
## 2488          7.90            0.270        0.27           1.70     0.034
## 2489          7.90            0.270        0.27           1.70     0.034
## 2490          6.10            0.280        0.24          19.95     0.074
## 2491          7.70            0.390        0.49           7.70     0.036
## 2492          6.00            0.200        0.24           5.30     0.075
## 2493          6.10            0.280        0.24          19.95     0.074
## 2494          7.60            0.310        0.23          12.70     0.054
## 2495          7.60            0.310        0.23          12.70     0.054
## 2496          6.30            0.180        0.22           1.50     0.043
## 2497          8.60            0.230        0.25          11.30     0.031
## 2498          6.80            0.210        0.36          18.10     0.046
## 2499          6.80            0.210        0.36          18.10     0.046
## 2500          6.90            0.260        0.31           7.00     0.039
## 2501          6.80            0.210        0.36          18.10     0.046
## 2502          6.40            0.310        0.40           6.40     0.039
## 2503          8.60            0.340        0.36           1.40     0.045
## 2504          8.60            0.340        0.36           1.40     0.045
## 2505          8.50            0.300        0.28           3.10     0.054
## 2506          7.40            0.400        0.41          14.10     0.053
## 2507          6.60            0.320        0.34           7.70     0.044
## 2508          7.10            0.340        0.31           5.20     0.032
## 2509          6.60            0.260        0.25          11.60     0.045
## 2510          8.00            0.270        0.57          10.40     0.053
## 2511          6.20            0.280        0.45           7.50     0.045
## 2512          6.20            0.300        0.49          11.20     0.058
## 2513          5.60            0.175        0.29           0.80     0.043
## 2514          6.90            0.340        0.36           1.40     0.032
## 2515          6.90            0.340        0.30           4.70     0.029
## 2516          7.10            0.120        0.30           3.10     0.018
## 2517          7.10            0.320        0.29           4.00     0.038
## 2518          7.30            0.510        0.29          11.30     0.034
## 2519          7.10            0.120        0.30           3.10     0.018
## 2520          6.30            0.240        0.55           8.10     0.040
## 2521          7.50            0.410        0.23          14.80     0.054
## 2522          6.50            0.180        0.33           1.40     0.029
## 2523          7.30            0.170        0.24           8.10     0.121
## 2524          8.20            0.200        0.38           3.50     0.053
## 2525          7.50            0.410        0.23          14.80     0.054
## 2526          7.30            0.170        0.24           8.10     0.121
## 2527          6.50            0.180        0.33           1.40     0.029
## 2528          7.30            0.160        0.35           1.50     0.036
## 2529          6.40            0.160        0.37           1.50     0.037
## 2530          6.60            0.420        0.13          12.80     0.044
## 2531          5.80            0.300        0.12           1.60     0.036
## 2532          6.70            0.540        0.27           7.10     0.049
## 2533          6.70            0.540        0.27           7.10     0.049
## 2534          6.40            0.220        0.30          11.20     0.046
## 2535          6.80            0.230        0.30           1.70     0.043
## 2536          9.00            0.260        0.34           6.70     0.029
## 2537          6.50            0.230        0.25          17.30     0.046
## 2538          5.90            0.280        0.14           8.60     0.032
## 2539          5.90            0.280        0.14           8.60     0.032
## 2540          6.20            0.270        0.18           1.50     0.028
## 2541          9.00            0.290        0.34          12.10     0.030
## 2542          9.00            0.260        0.34           6.70     0.029
## 2543          8.90            0.270        0.34          10.70     0.029
## 2544          6.50            0.230        0.25          17.30     0.046
## 2545          6.90            0.320        0.30           1.80     0.036
## 2546          7.20            0.220        0.24           1.40     0.041
## 2547          6.70            0.500        0.38           7.50     0.046
## 2548          6.20            0.330        0.14           4.80     0.052
## 2549          6.30            0.260        0.42           7.10     0.045
## 2550          7.50            0.200        0.47          16.90     0.052
## 2551          6.20            0.330        0.14           4.80     0.052
## 2552          6.30            0.260        0.42           7.10     0.045
## 2553          6.60            0.360        0.52          11.30     0.046
## 2554          6.30            0.130        0.42           1.10     0.043
## 2555          6.40            0.150        0.44           1.20     0.043
## 2556          6.30            0.130        0.42           1.10     0.043
## 2557          7.60            0.230        0.64          12.90     0.033
## 2558          6.40            0.150        0.44           1.20     0.043
## 2559          6.30            0.130        0.42           1.10     0.043
## 2561          6.90            0.320        0.26           2.30     0.030
## 2562          6.90            0.280        0.22          10.00     0.052
## 2563          6.90            0.320        0.26           2.30     0.030
## 2565          6.60            0.410        0.16           1.40     0.037
## 2566          7.30            0.370        0.16          14.90     0.048
## 2567          6.90            0.210        0.24           1.80     0.021
## 2568          6.60            0.240        0.28           1.80     0.028
## 2569          6.80            0.280        0.36           7.00     0.043
## 2570          6.60            0.240        0.24           8.60     0.034
## 2571          6.60            0.240        0.28           1.80     0.028
## 2572          7.00            0.160        0.32           1.10     0.032
## 2573          7.00            0.140        0.28           1.30     0.026
## 2574          6.30            0.340        0.36           4.90     0.035
## 2575          6.80            0.260        0.24           1.90     0.043
## 2576          6.70            0.170        0.42          10.40     0.038
## 2577          6.50            0.270        0.40          10.00     0.039
## 2578          6.70            0.250        0.36           8.60     0.037
## 2579          5.80            0.300        0.27           1.70     0.014
## 2581          7.70            0.300        0.26          18.95     0.053
## 2582          6.80            0.180        0.30          12.80     0.062
## 2583          6.80            0.180        0.30          12.80     0.062
## 2584          6.80            0.180        0.30          12.80     0.062
## 2585          6.80            0.180        0.30          12.80     0.062
## 2586          6.80            0.180        0.30          12.80     0.062
## 2587          6.80            0.180        0.30          12.80     0.062
## 2588          5.10            0.140        0.25           0.70     0.039
## 2589          6.80            0.180        0.30          12.80     0.062
## 2590          7.20            0.615        0.10           1.40     0.068
## 2591          6.90            0.130        0.28          13.30     0.050
## 2592          6.70            0.340        0.30           8.50     0.059
## 2593          7.30            0.320        0.29           1.50     0.038
## 2594          6.30            0.210        0.29          11.70     0.048
## 2596          8.20            0.520        0.34           1.20     0.042
## 2597          7.80            0.280        0.31           2.10     0.046
## 2598          6.40            0.220        0.34           1.40     0.023
## 2599          7.80            0.280        0.31           2.10     0.046
## 2600          6.90            0.320        0.27          16.00     0.034
## 2601          6.80            0.110        0.42           1.10     0.042
## 2602          6.20            0.260        0.32          15.30     0.031
## 2603          6.40            0.220        0.34           1.40     0.023
## 2604          6.70            0.300        0.29           2.80     0.025
## 2605          6.70            0.300        0.29           2.80     0.025
## 2606          7.10            0.200        0.30           0.90     0.019
## 2607          7.20            0.200        0.36           2.50     0.028
## 2608          8.90            0.260        0.33           8.10     0.024
## 2609          7.50            0.250        0.32           8.20     0.024
## 2610          7.10            0.200        0.30           0.90     0.019
## 2611          6.30            0.270        0.46          11.10     0.053
## 2612          6.50            0.300        0.39           7.80     0.038
## 2613          6.70            0.300        0.29           2.80     0.025
## 2614          6.60            0.360        0.52          10.10     0.050
## 2615          6.15            0.210        0.37           3.20     0.021
## 2616          6.50            0.180        0.41          14.20     0.039
## 2617          6.50            0.180        0.41          14.20     0.039
## 2618          6.50            0.180        0.41          14.20     0.039
## 2619          6.60            0.260        0.21           2.90     0.026
## 2620          6.60            0.350        0.35           6.00     0.063
## 2621          6.50            0.280        0.28          20.40     0.041
## 2622          6.60            0.360        0.52          10.10     0.050
## 2623          6.60            0.260        0.21           2.90     0.026
## 2624          6.50            0.180        0.41          14.20     0.039
## 2625          6.15            0.210        0.37           3.20     0.021
## 2627          8.00            0.240        0.26           1.70     0.033
## 2628          7.80            0.170        0.23           1.70     0.029
## 2629          7.00            0.240        0.24           9.00     0.030
## 2631          5.90            0.445        0.26           1.40     0.027
## 2632          6.70            0.280        0.28           2.40     0.012
## 2633          6.80            0.440        0.20          16.00     0.065
## 2634          7.20            0.240        0.27          11.40     0.034
## 2636          8.20            0.320        0.26           2.10     0.062
## 2637          7.20            0.240        0.27          11.40     0.034
## 2639          7.50            0.130        0.38           1.10     0.023
## 2640          9.20            0.140        0.37           1.10     0.034
## 2641          7.40            0.200        0.37           1.20     0.028
## 2642          6.10            0.150        0.35          15.80     0.042
## 2643          7.60            0.230        0.40           5.20     0.066
## 2644          8.10            0.330        0.22           5.20     0.047
## 2645          7.15            0.170        0.24           9.60     0.119
## 2646          6.70            0.120        0.30           5.20     0.048
## 2648          5.80            0.150        0.28           0.80     0.037
## 2649          6.60            0.230        0.29          14.45     0.057
## 2650          7.15            0.170        0.24           9.60     0.119
## 2651          7.00            0.340        0.39           6.90     0.066
## 2652          6.40            0.680        0.26           3.40     0.069
## 2653          7.30            0.220        0.31           2.30     0.018
## 2654          6.40            0.280        0.27          11.00     0.042
## 2656          6.80            0.190        0.23           5.10     0.034
## 2657          7.10            0.230        0.24           5.40     0.039
## 2658          6.45            0.140        0.42           1.20     0.050
## 2659          6.50            0.150        0.44          12.60     0.052
## 2660          7.10            0.150        0.34           1.00     0.033
## 2661          6.70            0.330        0.34           6.60     0.067
## 2662          7.20            0.300        0.26           1.50     0.041
## 2663          7.00            0.230        0.33           1.00     0.043
## 2664          8.00            0.130        0.25           1.10     0.033
## 2665          6.20            0.210        0.34           6.60     0.030
## 2666          8.30            0.400        0.41           8.20     0.050
## 2667          5.90            0.340        0.31           2.00     0.030
## 2668          6.60            0.120        0.25           1.40     0.039
## 2670          6.80            0.260        0.40           7.50     0.046
## 2671          5.90            0.340        0.31           2.00     0.030
## 2672          5.90            0.300        0.30           2.00     0.030
## 2673          7.00            0.150        0.30          13.30     0.049
## 2674          7.90            0.370        0.31           2.85     0.037
## 2675          7.20            0.350        0.25           5.60     0.032
## 2676          7.20            0.320        0.24           5.60     0.033
## 2677          7.60            0.100        0.33           1.00     0.031
## 2678          6.20            0.250        0.31           3.20     0.030
## 2679          7.10            0.310        0.17           1.00     0.042
## 2680          7.60            0.180        0.28           7.10     0.041
## 2681          8.00            0.170        0.29           2.40     0.029
## 2682          7.20            0.190        0.27          11.20     0.061
## 2683          7.60            0.320        0.25           9.50     0.030
## 2684          7.10            0.310        0.17           1.00     0.042
## 2685          6.60            0.210        0.29           1.80     0.026
## 2686          7.00            0.160        0.36           2.60     0.029
## 2687          8.00            0.170        0.29           2.40     0.029
## 2688          6.60            0.240        0.38           8.00     0.042
## 2689          7.20            0.190        0.27          11.20     0.061
## 2690          7.60            0.180        0.28           7.10     0.041
## 2691          6.90            0.300        0.25           3.30     0.041
## 2692          6.20            0.280        0.27          10.30     0.030
## 2693          6.90            0.310        0.32           1.20     0.024
## 2694          6.70            0.230        0.25           1.60     0.036
## 2695          6.20            0.280        0.27          10.30     0.030
## 2696          5.70            0.230        0.28           9.65     0.025
## 2697          6.50            0.220        0.50          16.40     0.048
## 2698          7.00            0.180        0.37           1.50     0.043
## 2699          6.90            0.310        0.32           1.20     0.024
## 2700          6.90            0.300        0.25           3.30     0.041
## 2701          6.50            0.460        0.31           5.00     0.027
## 2702          6.50            0.230        0.36          16.30     0.038
## 2703          6.50            0.230        0.36          16.30     0.038
## 2704          6.50            0.230        0.36          16.30     0.038
## 2707          7.50            0.280        0.39          10.20     0.045
## 2708          6.50            0.230        0.36          16.30     0.038
## 2709          6.80            0.230        0.42           7.40     0.044
## 2710          7.80            0.250        0.34          13.70     0.044
## 2711          7.80            0.250        0.34          13.70     0.044
## 2713          6.40            0.210        0.44           7.40     0.045
## 2714          6.80            0.230        0.42           7.40     0.044
## 2715          6.80            0.240        0.37           7.45     0.043
## 2716          7.80            0.250        0.28           7.20     0.040
## 2717          7.80            0.250        0.34          13.70     0.044
## 2718          6.80            0.160        0.29          10.40     0.046
## 2719          5.20            0.280        0.29           1.10     0.028
## 2720          7.50            0.180        0.31           6.50     0.029
## 2721          7.50            0.260        0.30           4.60     0.027
## 2723          7.60            0.400        0.27           5.20     0.030
## 2724          7.50            0.260        0.25           1.70     0.038
## 2725          7.50            0.180        0.31           6.50     0.029
## 2726          6.90            0.230        0.32          16.40     0.045
## 2727          5.30            0.200        0.31           3.60     0.036
## 2728          6.50            0.170        0.31           1.50     0.041
## 2729          6.50            0.350        0.28          12.40     0.051
## 2730          6.50            0.290        0.31           1.70     0.035
## 2732          7.90            0.510        0.36           6.20     0.051
## 2733          7.90            0.510        0.34           2.60     0.049
## 2734          6.50            0.290        0.31           1.70     0.035
## 2735          7.10            0.290        0.28           9.30     0.048
## 2736          6.50            0.350        0.28          12.40     0.051
## 2737          6.50            0.170        0.31           1.50     0.041
## 2738          7.40            0.200        0.28           9.10     0.047
## 2739          6.90            0.615        0.42          12.00     0.067
## 2740          6.80            0.320        0.28           4.80     0.034
## 2741          6.30            0.200        0.19          12.30     0.048
## 2742          6.90            0.615        0.42          12.00     0.067
## 2743          8.00            0.230        0.28           2.70     0.048
## 2744          6.70            0.270        0.33           3.60     0.034
## 2745          6.70            0.270        0.33           3.60     0.034
## 2746          6.70            0.440        0.22           4.30     0.032
## 2747          7.00            0.340        0.30           1.80     0.045
## 2748          7.30            0.260        0.33          11.80     0.057
## 2750          7.30            0.260        0.33          11.80     0.057
## 2752          6.80            0.170        0.36           1.40     0.036
## 2753          7.10            0.430        0.30           6.60     0.025
## 2754          5.80            0.315        0.27           1.55     0.026
## 2755          5.90            0.170        0.28           0.70     0.027
## 2756          6.60            0.340        0.18           6.40     0.082
## 2757          8.60            0.330        0.34          11.80     0.059
## 2758          5.60            0.120        0.26           4.30     0.038
## 2759          5.80            0.130        0.26           5.10     0.039
## 2760          7.70            0.180        0.35           5.80     0.055
## 2761          7.70            0.160        0.36           5.90     0.054
## 2762          6.00            0.260        0.15           1.30     0.060
## 2763          7.30            0.320        0.35           1.40     0.050
## 2764          7.70            0.300        0.34           1.20     0.048
## 2765          7.90            0.160        0.30           7.40     0.050
## 2766          6.40            0.270        0.29          10.80     0.028
## 2767          6.90            0.160        0.37           1.80     0.034
## 2768          7.90            0.160        0.30           7.40     0.050
## 2769          7.70            0.300        0.34           1.20     0.048
## 2770          7.30            0.320        0.35           1.40     0.050
## 2771          6.40            0.440        0.44          14.40     0.048
## 2773          6.20            0.290        0.32           3.60     0.026
## 2774          7.60            0.390        0.32           3.60     0.035
## 2775          7.00            0.360        0.32          10.05     0.045
## 2776          7.00            0.360        0.32          10.05     0.045
## 2777          7.00            0.360        0.32          10.50     0.045
## 2778          7.60            0.200        0.36           1.90     0.043
## 2779          7.60            0.390        0.32           3.60     0.035
## 2780          6.70            0.200        0.37           1.65     0.025
## 2781          6.20            0.235        0.34           1.90     0.036
## 2783          7.10            0.200        0.31           6.85     0.053
## 2784          7.10            0.200        0.31           7.40     0.053
## 2785          7.10            0.200        0.31           7.40     0.053
## 2786          6.40            0.240        0.25          20.20     0.083
## 2787          8.00            0.300        0.36          11.00     0.034
## 2788          6.40            0.240        0.25          20.20     0.083
## 2789          6.90            0.400        0.42           6.20     0.066
## 2790          6.90            0.400        0.43           6.20     0.065
## 2791          7.10            0.200        0.31           6.85     0.053
## 2792          6.60            0.250        0.51           8.00     0.047
## 2793          6.80            0.260        0.44           8.20     0.046
## 2794          6.50            0.370        0.30           2.20     0.033
## 2795          6.80            0.350        0.53          10.10     0.053
## 2796          6.40            0.220        0.32           7.20     0.028
## 2797          6.50            0.370        0.30           2.20     0.033
## 2798          6.80            0.350        0.53          10.10     0.053
## 2799          6.90            0.310        0.32           1.60     0.036
## 2800          6.70            0.160        0.37           1.30     0.036
## 2801          6.60            0.250        0.51           8.00     0.047
## 2802          6.80            0.260        0.44           8.20     0.046
## 2803          5.60            0.150        0.31           5.30     0.038
## 2804          5.50            0.150        0.32          14.00     0.031
## 2805          6.40            0.220        0.32           7.20     0.028
## 2806          7.30            0.200        0.26           1.60     0.040
## 2807          7.50            0.170        0.71          11.80     0.038
## 2808          7.50            0.180        0.72           9.60     0.039
## 2809          7.00            0.270        0.48           6.10     0.042
## 2810          5.80            0.320        0.31           2.70     0.049
## 2811          7.80            0.260        0.31           3.60     0.025
## 2812          7.40            0.300        0.32           1.70     0.030
## 2813          6.70            0.160        0.34           1.60     0.026
## 2814          5.80            0.320        0.31           2.70     0.049
## 2815          6.70            0.190        0.39           1.00     0.032
## 2816          6.60            0.360        0.24           0.90     0.038
## 2817          7.20            0.170        0.41           1.60     0.052
## 2818          6.70            0.190        0.39           1.00     0.032
## 2820          6.00            0.210        0.34           2.00     0.042
## 2822          6.60            0.400        0.46           6.20     0.056
## 2823          6.50            0.200        0.24           9.20     0.044
## 2824          7.60            0.270        0.34           5.00     0.040
## 2825          7.20            0.260        0.40           6.30     0.047
## 2826          6.30            0.250        0.22           3.30     0.048
## 2827          6.50            0.220        0.45           8.00     0.053
## 2828          6.40            0.140        0.31           1.20     0.034
## 2829          6.40            0.140        0.31           1.20     0.034
## 2830          7.10            0.260        0.32          16.20     0.044
## 2831          6.60            0.220        0.34          11.60     0.050
## 2832          6.60            0.450        0.43           7.20     0.064
## 2833          6.60            0.170        0.30           1.10     0.031
## 2834          7.20            0.440        0.28           3.40     0.048
## 2835          6.20            0.150        0.27           1.40     0.041
## 2836          6.30            0.250        0.22           3.30     0.048
## 2837          6.50            0.220        0.45           8.00     0.053
## 2838          7.30            0.260        0.30           9.30     0.050
## 2839          6.90            0.150        0.29           2.30     0.033
## 2840          5.80            0.220        0.29           0.90     0.034
## 2841          6.50            0.370        0.33           3.50     0.036
## 2842          5.50            0.375        0.38           1.70     0.036
## 2843          5.90            0.200        0.40           1.30     0.047
## 2844          5.90            0.220        0.38           1.30     0.046
## 2845          8.00            0.220        0.31           5.60     0.049
## 2846          6.50            0.220        0.29           7.40     0.028
## 2847          6.90            0.150        0.29           2.30     0.033
## 2848          5.80            0.200        0.34           1.00     0.035
## 2849          6.60            0.310        0.07           1.50     0.033
## 2851          6.70            0.240        0.29          14.90     0.053
## 2852          7.30            0.230        0.34           9.30     0.052
## 2853          7.90            0.200        0.39           1.00     0.041
## 2854          5.30            0.160        0.39           1.00     0.028
## 2855          6.40            0.210        0.28           5.90     0.047
## 2856          6.90            0.330        0.26           5.00     0.027
## 2857          5.60            0.180        0.58           1.25     0.034
## 2858          6.60            0.290        0.31           3.90     0.027
## 2859          6.90            0.330        0.26           5.00     0.027
## 2860          6.60            0.210        0.36           0.80     0.034
## 2861          7.30            0.210        0.33           1.00     0.037
## 2862          6.40            0.210        0.28           5.90     0.047
## 2863          5.10            0.110        0.32           1.60     0.028
## 2864          6.50            0.150        0.32           1.30     0.036
## 2865          5.30            0.160        0.39           1.00     0.028
## 2866          5.60            0.190        0.46           1.10     0.032
## 2867          5.60            0.180        0.58           1.25     0.034
## 2868          6.70            0.480        0.32           1.40     0.021
## 2869          6.20            0.230        0.23           1.20     0.018
## 2870          6.00            0.170        0.29           5.00     0.028
## 2871          6.70            0.480        0.32           1.40     0.021
## 2872          6.70            0.150        0.38           1.70     0.037
## 2874          5.80            0.210        0.32           1.60     0.045
## 2876          6.70            0.150        0.38           1.70     0.037
## 2877          6.40            0.220        0.31          13.90     0.040
## 2879          5.90            0.320        0.33           2.10     0.027
## 2880          5.70            0.370        0.30           1.10     0.029
## 2881          7.90            0.250        0.35           6.70     0.039
## 2882          7.20            0.210        0.28           2.70     0.033
## 2883          7.00            0.240        0.30           6.70     0.039
## 2884          6.80            0.475        0.33           3.95     0.047
## 2885          7.00            0.280        0.32           7.75     0.032
## 2886          6.90            0.400        0.30          10.60     0.033
## 2887          6.60            0.410        0.31           1.60     0.042
## 2888          6.40            0.200        0.28           2.50     0.032
## 2889          8.50            0.220        0.34           0.70     0.040
## 2890          8.40            0.360        0.36          11.10     0.032
## 2891          5.20            0.285        0.29           5.15     0.035
## 2892          6.90            0.200        0.30           4.70     0.041
## 2893          6.70            0.420        0.46           9.70     0.054
## 2895          6.40            0.125        0.36           1.40     0.044
## 2896          6.40            0.440        0.26           2.00     0.054
## 2897          7.00            0.310        0.39           7.50     0.055
## 2898          6.70            0.420        0.46           9.70     0.054
## 2899          8.60            0.180        0.28           0.80     0.032
## 2900          6.20            0.210        0.26          13.10     0.050
## 2901          6.10            0.160        0.37           1.10     0.031
## 2902          6.50            0.220        0.32           2.20     0.028
## 2903          6.20            0.360        0.14           8.90     0.036
## 2904          5.70            0.210        0.25           1.10     0.035
## 2905          6.40            0.250        0.32           0.90     0.034
## 2906          7.60            0.310        0.26           1.70     0.073
## 2907          6.60            0.260        0.46           6.90     0.047
## 2908          5.70            0.210        0.25           1.10     0.035
## 2909          6.20            0.200        0.31           1.00     0.031
## 2910          6.20            0.180        0.30           1.00     0.031
## 2911          6.10            0.370        0.20           7.60     0.031
## 2912          6.20            0.360        0.14           8.90     0.036
## 2913          6.50            0.220        0.32           2.20     0.028
## 2914          7.70            0.180        0.30           1.20     0.046
## 2915          6.90            0.140        0.38           1.00     0.041
## 2916          6.90            0.140        0.38           1.00     0.041
## 2917          6.00            0.440        0.26           3.10     0.053
## 2918          7.10            0.360        0.40           1.95     0.033
## 2919          5.70            0.280        0.28           2.20     0.019
## 2920          6.40            0.160        0.32           8.75     0.038
## 2921          7.40            0.280        0.40          11.90     0.032
## 2922          6.70            0.390        0.31           2.70     0.054
## 2923          6.50            0.440        0.47           5.45     0.014
## 2924          6.90            0.220        0.31           6.30     0.029
## 2925          6.60            0.220        0.29          14.40     0.046
## 2926          7.70            0.250        0.30           7.80     0.038
## 2927          5.20            0.155        0.33           1.60     0.028
## 2928          7.00            0.310        0.31           9.10     0.036
## 2929          7.00            0.310        0.31           9.10     0.036
## 2930          6.60            0.220        0.29          14.40     0.046
## 2932          5.20            0.155        0.33           1.60     0.028
## 2933          6.40            0.250        0.32          11.30     0.038
## 2934          6.90            0.220        0.31           6.30     0.029
## 2935          5.30            0.210        0.29           0.70     0.028
## 2936          7.10            0.270        0.28           1.25     0.023
## 2937          5.20            0.170        0.27           0.70     0.030
## 2938          7.70            0.250        0.30           7.80     0.038
## 2939          7.00            0.120        0.29          10.30     0.039
## 2940          7.00            0.120        0.29          10.30     0.039
## 2941          7.10            0.290        0.34           7.80     0.036
## 2942          7.20            0.300        0.30           8.70     0.022
## 2943          6.80            0.260        0.46           8.30     0.037
## 2944          7.00            0.120        0.29          10.30     0.039
## 2945          7.10            0.290        0.34           7.80     0.036
## 2946          4.90            0.330        0.31           1.20     0.016
## 2947          5.10            0.290        0.28           8.30     0.026
## 2948          5.10            0.290        0.28           8.30     0.026
## 2949          6.80            0.260        0.48           6.20     0.049
## 2950          6.00            0.280        0.52           5.00     0.078
## 2951          6.00            0.280        0.25           1.80     0.042
## 2952          7.20            0.200        0.22           1.60     0.044
## 2953          6.10            0.270        0.25           1.80     0.041
## 2954          6.00            0.280        0.25           1.80     0.042
## 2955          6.40            0.290        0.30           2.90     0.036
## 2956          7.40            0.350        0.24           6.00     0.042
## 2957          8.10            0.120        0.38           0.90     0.034
## 2958          6.40            0.120        0.30           1.10     0.031
## 2959          7.20            0.200        0.22           1.60     0.044
## 2960          7.30            0.400        0.26           5.45     0.016
## 2961          7.70            0.110        0.34          14.05     0.040
## 2962          6.90            0.230        0.41           8.00     0.030
## 2963          6.90            0.380        0.38          13.10     0.112
## 2964          7.50            0.380        0.29           4.90     0.021
## 2965          5.80            0.190        0.24           1.30     0.044
## 2966          5.50            0.340        0.26           2.20     0.021
## 2967          6.60            0.230        0.30          14.90     0.051
## 2968          6.60            0.230        0.30          14.90     0.051
## 2969          8.40            0.310        0.31           0.95     0.021
## 2970          6.70            0.200        0.30           1.40     0.025
## 2971          8.40            0.310        0.31           0.95     0.021
## 2972          7.30            0.260        0.24           1.70     0.050
## 2973          6.30            0.220        0.22           5.60     0.039
## 2974          6.60            0.230        0.30          14.90     0.051
## 2975          7.50            0.190        0.40           7.10     0.056
## 2976          8.00            0.140        0.33           1.20     0.045
## 2977          6.80            0.320        0.39           9.60     0.026
## 2978          6.60            0.230        0.20          11.40     0.044
## 2979          6.60            0.230        0.20          11.40     0.044
## 2980          6.70            0.360        0.26           7.90     0.034
## 2981          6.10            0.380        0.42           5.00     0.016
## 2982          8.50            0.230        0.28          11.10     0.033
## 2983          7.00            0.200        0.31           8.00     0.050
## 2984          6.00            0.260        0.32           3.80     0.029
## 2985          6.90            0.300        0.30          10.55     0.037
## 2986          6.70            0.180        0.28          10.20     0.039
## 2987          6.70            0.180        0.28          10.20     0.039
## 2988          6.80            0.180        0.28           9.80     0.039
## 2989          7.20            0.190        0.31           6.30     0.034
## 2990          6.20            0.160        0.32           1.10     0.036
## 2991          5.00            0.270        0.32           4.50     0.032
## 2992          6.30            0.370        0.28           6.30     0.034
## 2993          6.60            0.200        0.27          10.90     0.038
## 2994          6.80            0.180        0.28           9.80     0.039
## 2995          6.80            0.180        0.28           9.80     0.039
## 2996          6.60            0.280        0.34           0.80     0.037
## 2997          6.50            0.350        0.36           0.80     0.034
## 2998          6.90            0.250        0.33           1.20     0.035
## 2999          6.00            0.320        0.30           1.30     0.025
## 3000          6.80            0.180        0.28           9.80     0.039
## 3001          6.70            0.180        0.28          10.20     0.039
## 3002          6.60            0.200        0.27          10.90     0.038
## 3003          6.30            0.370        0.28           6.30     0.034
## 3004          7.20            0.190        0.31           6.30     0.034
## 3005          6.30            0.180        0.36           1.20     0.034
## 3006          6.90            0.300        0.36           0.90     0.037
## 3007          6.20            0.160        0.32           1.10     0.036
## 3008          5.00            0.270        0.32           4.50     0.032
## 3009          5.00            0.300        0.33           3.70     0.030
## 3010          6.50            0.200        0.50          18.10     0.054
## 3011          6.70            0.250        0.31           1.35     0.061
## 3012          6.60            0.220        0.36           5.50     0.029
## 3013          6.80            0.250        0.37           3.10     0.026
## 3014          7.00            0.130        0.37          12.85     0.042
## 3016          7.20            0.320        0.30           8.25     0.020
## 3017          7.00            0.130        0.37          12.85     0.042
## 3018          5.90            0.340        0.30           3.80     0.035
## 3019          6.80            0.220        0.31           6.90     0.037
## 3020          7.20            0.320        0.30           8.25     0.020
## 3021          8.40            0.320        0.35          11.70     0.029
## 3022          6.80            0.270        0.29           4.60     0.046
## 3023          8.00            0.740        0.21           4.00     0.050
## 3025          7.00            0.130        0.37          12.85     0.042
## 3027          8.40            0.220        0.30           8.90     0.024
## 3028          7.40            0.320        0.22          11.70     0.035
## 3029          7.50            0.180        0.37           6.20     0.050
## 3030          7.10            0.470        0.29          14.80     0.024
## 3031          7.10            0.470        0.29          14.80     0.024
## 3032          5.80            0.190        0.25          10.80     0.042
## 3033          6.70            0.140        0.46           1.60     0.036
## 3034          6.80            0.240        0.38           8.30     0.045
## 3035          6.90            0.250        0.47           8.40     0.042
## 3036          6.00            0.240        0.33           2.50     0.026
## 3037          6.80            0.290        0.34           3.50     0.054
## 3038          6.30            0.330        0.42          17.20     0.037
## 3039          6.50            0.230        0.45           2.10     0.027
## 3040          6.30            0.270        0.29          12.20     0.044
## 3041          6.30            0.200        0.37          11.80     0.045
## 3042          6.20            0.330        0.41          16.80     0.037
## 3043          6.30            0.330        0.42          17.20     0.037
## 3045          6.00            0.270        0.30          14.70     0.044
## 3046          5.70            0.120        0.26           5.50     0.034
## 3047          6.90            0.240        0.37           6.10     0.027
## 3048          7.70            0.180        0.53           1.20     0.041
## 3049          7.10            0.170        0.43           1.30     0.023
## 3050          7.50            0.330        0.38           8.70     0.126
## 3052          7.50            0.330        0.38           8.70     0.126
## 3054          7.60            0.170        0.36           4.50     0.042
## 3055          5.80            0.150        0.31           5.90     0.036
## 3056          6.30            0.250        0.44           1.70     0.024
## 3057          6.90            0.280        0.41           1.40     0.016
## 3058          7.20            0.270        0.37           5.40     0.026
## 3059          6.20            0.250        0.38           7.90     0.045
## 3060          8.50            0.190        0.48           1.10     0.026
## 3061          6.20            0.250        0.54           7.00     0.046
## 3062          6.20            0.250        0.54           7.00     0.046
## 3063          6.80            0.280        0.43           7.60     0.030
## 3064          6.20            0.250        0.54           7.00     0.046
## 3066          7.00            0.150        0.38          15.30     0.045
## 3068          7.30            0.280        0.42           1.20     0.033
## 3069          6.10            0.180        0.38           2.30     0.033
## 3070          7.00            0.530        0.43           6.10     0.029
## 3071          6.80            0.280        0.43           7.60     0.030
## 3072          6.50            0.360        0.38          10.20     0.028
## 3074          6.70            0.240        0.41           2.90     0.039
## 3075          6.60            0.250        0.33           8.50     0.042
## 3076          6.40            0.150        0.40           1.50     0.042
## 3077          6.30            0.280        0.30           3.10     0.039
## 3078          6.20            0.250        0.38           7.90     0.045
## 3079          7.10            0.280        0.35           3.50     0.028
## 3080          6.60            0.350        0.34           4.90     0.032
## 3081          8.50            0.190        0.48           1.10     0.026
## 3082          6.20            0.250        0.54           7.00     0.046
## 3083          6.00            0.350        0.51           1.20     0.029
## 3084          5.80            0.310        0.32           4.50     0.024
## 3085          6.60            0.170        0.35           2.60     0.030
## 3086          8.50            0.230        0.40           9.90     0.036
## 3087          5.80            0.310        0.32           4.50     0.024
## 3088          6.10            0.200        0.34           9.50     0.041
## 3089          6.30            0.370        0.37           1.50     0.024
## 3090          6.20            0.360        0.38           3.20     0.031
## 3091          6.60            0.170        0.35           2.60     0.030
## 3092          6.30            0.280        0.47          11.20     0.040
## 3093          7.60            0.270        0.52           3.20     0.043
## 3094          7.00            0.250        0.45           2.30     0.045
## 3097          6.80            0.130        0.39           1.40     0.034
## 3099          5.10            0.330        0.27           6.70     0.022
## 3100          6.70            0.340        0.40           2.10     0.033
## 3101          6.70            0.140        0.51           4.30     0.028
## 3102          7.00            0.260        0.34          10.90     0.038
## 3103          6.50            0.290        0.26           7.00     0.040
## 3104          7.00            0.250        0.45           2.30     0.045
## 3105          7.60            0.210        0.49           2.50     0.047
## 3106          7.70            0.260        0.51           2.60     0.045
## 3107          7.60            0.270        0.52           3.20     0.043
## 3108          7.70            0.250        0.49           2.50     0.047
## 3109          7.60            0.350        0.46          14.70     0.047
## 3110          6.90            0.300        0.36           4.50     0.054
## 3111          6.70            0.240        0.46           2.20     0.033
## 3112          6.50            0.230        0.39           1.90     0.036
## 3113          7.60            0.230        0.34           1.60     0.043
## 3114          6.50            0.240        0.39          17.30     0.052
## 3115          6.30            0.170        0.32           4.20     0.040
## 3116          6.30            0.170        0.32           4.20     0.040
## 3117          6.70            0.210        0.37           2.50     0.034
## 3118          6.50            0.230        0.39           1.90     0.036
## 3119          5.90            0.280        0.39           1.40     0.031
## 3120          5.90            0.190        0.37           0.80     0.027
## 3121          6.20            0.250        0.42           8.00     0.049
## 3122          7.60            0.230        0.34           1.60     0.043
## 3123          5.60            0.180        0.27           1.70     0.030
## 3124          5.50            0.180        0.22           5.50     0.037
## 3125          6.50            0.240        0.39          17.30     0.052
## 3126          7.40            0.230        0.38           8.60     0.052
## 3127          7.20            0.170        0.37           6.90     0.059
## 3128          7.60            0.300        0.38           2.10     0.043
## 3129          5.00            0.240        0.21           2.20     0.039
## 3130          6.10            0.210        0.38           1.50     0.039
## 3131          6.50            0.330        0.38           2.50     0.047
## 3132          6.30            0.350        0.26          17.60     0.061
## 3133          6.30            0.170        0.32           4.20     0.040
## 3134          6.60            0.250        0.35           2.90     0.034
## 3135          6.50            0.160        0.33           4.80     0.043
## 3136          6.60            0.390        0.39          11.90     0.057
## 3137          5.60            0.190        0.27           0.90     0.040
## 3138          6.20            0.250        0.39           1.30     0.051
## 3139          6.90            0.220        0.43           6.40     0.042
## 3140          6.20            0.190        0.29           4.30     0.045
## 3141          6.60            0.390        0.39          11.90     0.057
## 3142          5.90            0.330        0.32           8.10     0.038
## 3143          7.80            0.170        0.50           1.30     0.045
## 3144          5.50            0.190        0.27           0.90     0.040
## 3145          6.20            0.230        0.36          17.20     0.039
## 3146          6.20            0.230        0.36          17.20     0.039
## 3147          6.20            0.230        0.36          17.20     0.039
## 3148          7.20            0.320        0.40           8.70     0.038
## 3149          6.20            0.230        0.36          17.20     0.039
## 3150          7.20            0.320        0.40           8.70     0.038
## 3151          5.80            0.390        0.47           7.50     0.027
## 3152          6.20            0.230        0.36          17.20     0.039
## 3154          5.80            0.290        0.33           3.70     0.029
## 3155          7.20            0.400        0.38           2.20     0.030
## 3156          6.80            0.390        0.34           7.40     0.020
## 3157          6.10            0.170        0.42          15.10     0.033
## 3158          6.80            0.390        0.34           7.40     0.020
## 3159          7.10            0.360        0.37           4.80     0.019
## 3160          6.90            0.190        0.32           7.90     0.042
## 3161          6.50            0.340        0.46           1.00     0.023
## 3162          6.10            0.170        0.42          15.10     0.033
## 3163          6.80            0.390        0.34           7.40     0.020
## 3164          7.10            0.360        0.37           4.80     0.019
## 3165          7.80            0.300        0.36           4.60     0.024
## 3167          5.20            0.340        0.37           6.20     0.031
## 3168          5.60            0.280        0.40           6.10     0.034
## 3169          6.20            0.190        0.38           5.10     0.019
## 3170          5.70            0.160        0.26           6.30     0.043
## 3171          7.60            0.170        0.46           0.90     0.036
## 3172          7.30            0.200        0.39           2.30     0.048
## 3173          6.70            0.330        0.36           6.60     0.042
## 3174          6.70            0.330        0.34           7.50     0.036
## 3175          6.90            0.360        0.35           8.60     0.038
## 3176          7.80            0.210        0.34          11.90     0.039
## 3177          7.30            0.200        0.39           2.30     0.048
## 3178          5.60            0.410        0.22           7.10     0.050
## 3179          7.60            0.150        0.35           4.30     0.051
## 3180          8.50            0.200        0.40           1.10     0.046
## 3181          6.50            0.240        0.38           1.00     0.027
## 3182          8.30            0.160        0.37           7.90     0.025
## 3183          5.50            0.120        0.33           1.00     0.038
## 3184          6.50            0.240        0.38           1.00     0.027
## 3185          6.20            0.100        0.41           1.00     0.040
## 3186          6.50            0.210        0.40           7.30     0.041
## 3187          8.70            0.300        0.59           1.70     0.046
## 3188          6.70            0.180        0.37           1.30     0.027
## 3189          7.00            0.170        0.36           6.40     0.055
## 3190          6.60            0.190        0.33           1.80     0.035
## 3191          5.80            0.280        0.30           1.50     0.026
## 3192          7.60            0.240        0.44           3.80     0.037
## 3193          8.30            0.160        0.37           7.90     0.025
## 3194          5.50            0.120        0.33           1.00     0.038
## 3195          5.70            0.160        0.32           1.20     0.036
## 3196          7.00            0.210        0.42           5.30     0.037
## 3197          6.40            0.220        0.38           9.10     0.044
## 3198          7.90            0.340        0.44           6.50     0.027
## 3199          6.40            0.220        0.38           9.10     0.044
## 3200          6.80            0.210        0.40           6.30     0.032
## 3201          5.20            0.310        0.36           5.10     0.031
## 3202          7.90            0.340        0.44           6.50     0.027
## 3203          5.60            0.420        0.34           2.40     0.022
## 3204          6.40            0.220        0.38           9.10     0.044
## 3205          6.80            0.280        0.34           7.50     0.035
## 3206          6.80            0.450        0.36           5.00     0.033
## 3207          6.60            0.290        0.39           6.75     0.031
## 3208          6.80            0.210        0.42           1.20     0.045
## 3209          6.80            0.250        0.24           1.60     0.045
## 3210          6.40            0.210        0.34          16.05     0.040
## 3211          5.80            0.330        0.23           5.00     0.053
## 3212          8.20            0.300        0.44          12.40     0.043
## 3213          6.40            0.240        0.32           0.95     0.041
## 3214          7.50            0.180        0.45           4.60     0.041
## 3215          5.20            0.335        0.20           1.70     0.033
## 3216          7.10            0.140        0.33           1.00     0.104
## 3217          7.20            0.130        0.46           1.30     0.044
## 3218          5.80            0.330        0.23           5.00     0.053
## 3219          6.50            0.290        0.25           2.50     0.142
## 3220          6.20            0.350        0.31           2.60     0.036
## 3221          9.00            0.380        0.53           2.10     0.102
## 3222          6.60            0.240        0.38          12.75     0.034
## 3223          6.60            0.160        0.34           1.10     0.037
## 3224          8.20            0.300        0.44          12.40     0.043
## 3225          5.70            0.150        0.28           3.70     0.045
## 3226          6.60            0.330        0.40           2.65     0.041
## 3227          5.70            0.200        0.30           2.50     0.046
## 3228          6.80            0.270        0.37           8.20     0.055
## 3229          6.80            0.270        0.42           7.30     0.054
## 3230          6.20            0.200        0.26           1.10     0.047
## 3231          6.70            0.130        0.57           6.60     0.056
## 3232          6.80            0.210        0.37           7.00     0.038
## 3233          6.70            0.310        0.32          14.50     0.038
## 3234          6.20            0.200        0.29          11.80     0.035
## 3235          6.60            0.250        0.34           3.00     0.054
## 3236          5.70            0.150        0.28           3.70     0.045
## 3237          6.90            0.220        0.39           6.00     0.035
## 3238          6.40            0.230        0.35           4.60     0.039
## 3239          7.60            0.270        0.29           2.50     0.059
## 3240          6.60            0.340        0.24           3.30     0.034
## 3241          6.40            0.160        0.42           1.00     0.036
## 3242          5.80            0.300        0.42           1.10     0.036
## 3243          7.00            0.290        0.35           1.40     0.036
## 3244          6.60            0.340        0.24           3.30     0.034
## 3245          6.70            0.210        0.36           8.55     0.020
## 3246          7.60            0.270        0.29           2.50     0.059
## 3247          6.80            0.220        0.41           6.70     0.034
## 3248          7.70            0.270        0.49           3.80     0.037
## 3249          6.40            0.250        0.37           4.50     0.039
## 3250          6.40            0.230        0.35           4.60     0.039
## 3251          6.70            0.130        0.45           4.20     0.043
## 3252          6.70            0.240        0.37          11.30     0.043
## 3253          7.10            0.260        0.37           5.50     0.025
## 3254          5.30            0.300        0.16           4.20     0.029
## 3255          7.10            0.380        0.40           2.20     0.042
## 3256          7.40            0.190        0.31          14.50     0.045
## 3257          7.40            0.190        0.31          14.50     0.045
## 3258          7.40            0.190        0.31          14.50     0.045
## 3259          7.40            0.190        0.31          14.50     0.045
## 3260          7.40            0.190        0.31          14.50     0.045
## 3261          7.40            0.190        0.31          14.50     0.045
## 3262          6.30            0.320        0.32           1.50     0.030
## 3263          7.60            0.190        0.32          18.75     0.047
## 3264          6.50            0.260        0.31           3.60     0.030
## 3265          5.90            0.240        0.12           1.40     0.035
## 3267          8.10            0.240        0.32          10.50     0.030
## 3268          5.80            0.230        0.20           2.00     0.043
## 3269          7.50            0.330        0.36           2.60     0.051
## 3270          6.60            0.380        0.36           9.20     0.061
## 3271          6.40            0.150        0.29           1.80     0.044
## 3272          6.50            0.320        0.34           5.70     0.044
## 3273          7.50            0.220        0.32           2.40     0.045
## 3274          6.40            0.230        0.32           1.90     0.038
## 3275          6.10            0.220        0.31           1.40     0.039
## 3276          6.50            0.480        0.02           0.90     0.043
## 3277          6.60            0.230        0.30           4.60     0.060
## 3278          6.40            0.160        0.25           1.40     0.057
## 3279          6.60            0.380        0.36           9.20     0.061
## 3280          7.40            0.160        0.32           1.40     0.065
## 3281          6.40            0.150        0.29           1.80     0.044
## 3282          6.50            0.320        0.30           2.30     0.051
## 3283          6.70            0.120        0.36           2.30     0.039
## 3285          8.00            0.340        0.25           6.40     0.035
## 3286          6.80            0.210        0.31           2.90     0.046
## 3287          6.80            0.230        0.31           2.80     0.047
## 3288          6.80            0.210        0.31           2.90     0.046
## 3290          6.60            0.280        0.42           8.20     0.044
## 3291          7.80            0.250        0.37           1.00     0.043
## 3292          5.60            0.120        0.33           2.90     0.044
## 3293          6.60            0.280        0.41           7.00     0.046
## 3294          6.80            0.170        0.35           1.80     0.040
## 3295          7.30            0.250        0.28           1.50     0.043
## 3296          6.60            0.280        0.41           7.00     0.046
## 3297          6.60            0.280        0.42           8.20     0.044
## 3298          6.50            0.250        0.50           7.60     0.047
## 3299          6.30            0.240        0.35           2.30     0.039
## 3300          6.80            0.320        0.32           8.70     0.029
## 3301          7.80            0.250        0.37           1.00     0.043
## 3302          5.60            0.120        0.33           2.90     0.044
## 3303          6.60            0.240        0.28           6.70     0.032
## 3304          6.30            0.220        0.34           5.00     0.032
## 3305          6.00            0.320        0.30           1.90     0.033
## 3306          6.30            0.190        0.29           2.00     0.022
## 3307          6.00            0.320        0.30           1.90     0.033
## 3309          6.40            0.350        0.28          12.60     0.039
## 3310          6.70            0.460        0.27           5.20     0.039
## 3311          6.30            0.300        0.29           2.10     0.048
## 3312          6.00            0.190        0.29           1.10     0.047
## 3313          5.90            0.240        0.28           1.30     0.032
## 3314          7.30            0.145        0.33           1.10     0.042
## 3315          6.60            0.435        0.38           9.20     0.058
## 3316          5.80            0.180        0.37           1.20     0.036
## 3317          5.80            0.180        0.37           1.10     0.036
## 3318          5.60            0.320        0.32           8.30     0.043
## 3319          6.60            0.160        0.35           1.80     0.042
## 3320          5.10            0.210        0.28           1.40     0.047
## 3321          7.50            0.290        0.36          15.70     0.050
## 3322          6.00            0.260        0.33           4.35     0.040
## 3323          5.70            0.260        0.30           1.80     0.039
## 3324          7.10            0.170        0.31           1.60     0.037
## 3325          6.90            0.170        0.30           2.00     0.047
## 3326          6.80            0.250        0.28           5.00     0.035
## 3327          6.60            0.170        0.28           1.80     0.042
## 3328          5.80            0.170        0.36           1.30     0.036
## 3329          6.40            0.240        0.29           1.00     0.038
## 3330          6.70            0.210        0.34           1.40     0.049
## 3331          6.70            0.230        0.33           8.10     0.048
## 3332          6.80            0.230        0.32           8.60     0.046
## 3333          6.50            0.220        0.28           3.70     0.059
## 3334          5.10            0.165        0.22           5.70     0.047
## 3335          6.60            0.425        0.25           2.35     0.034
## 3336          6.90            0.380        0.29          13.65     0.048
## 3337          6.90            0.380        0.29          13.65     0.048
## 3338          6.90            0.380        0.29          13.65     0.048
## 3339          7.20            0.270        0.28          15.20     0.046
## 3340          7.60            0.170        0.27           4.60     0.050
## 3341          6.20            0.300        0.31           1.20     0.048
## 3342          7.60            0.170        0.27           4.60     0.050
## 3343          6.50            0.260        0.32           6.65     0.059
## 3344          6.90            0.360        0.28          13.55     0.048
## 3345          6.90            0.380        0.29          13.65     0.048
## 3346          6.80            0.180        0.24           9.80     0.058
## 3347          6.70            0.180        0.24          10.30     0.057
## 3348          6.60            0.160        0.21           6.70     0.055
## 3349          7.20            0.270        0.28          15.20     0.046
## 3350          6.40            0.170        0.27           9.90     0.047
## 3351          7.20            0.220        0.28           7.20     0.060
## 3352          6.00            0.220        0.28           1.10     0.034
## 3353          6.70            0.360        0.28           8.30     0.034
## 3354          6.50            0.430        0.28          11.25     0.032
## 3355          5.90            0.200        0.28          12.80     0.038
## 3356          5.30            0.320        0.23           9.65     0.026
## 3357          6.80            0.200        0.28          12.60     0.048
## 3358          6.00            0.220        0.33          12.20     0.033
## 3359          6.70            0.360        0.28           8.30     0.034
## 3360          6.50            0.430        0.28          11.25     0.032
## 3361          7.10            0.180        0.49           1.30     0.033
## 3362          6.40            0.170        0.27           9.90     0.047
## 3363          7.20            0.220        0.28           7.20     0.060
## 3364          6.00            0.220        0.28           1.10     0.034
## 3365          6.00            0.200        0.26           1.10     0.033
## 3366          7.60            0.200        0.26           4.80     0.033
## 3367          6.20            0.300        0.21           1.10     0.032
## 3368          6.00            0.290        0.25           1.40     0.033
## 3369          6.60            0.180        0.28           1.70     0.041
## 3370          7.00            0.220        0.28          10.60     0.039
## 3371          6.00            0.290        0.25           1.40     0.033
## 3372          6.20            0.300        0.21           1.10     0.032
## 3373          5.60            0.150        0.26           5.55     0.051
## 3374          6.90            0.280        0.24           2.10     0.034
## 3375          5.90            0.190        0.21           1.70     0.045
## 3376          7.80            0.220        0.26           9.00     0.047
## 3377          6.60            0.180        0.28           1.70     0.041
## 3378          7.00            0.400        0.25           1.80     0.050
## 3379          6.10            0.280        0.27           4.70     0.030
## 3380          7.60            0.360        0.49          11.30     0.046
## 3381          6.50            0.280        0.34           3.60     0.040
## 3382          6.90            0.190        0.35           6.90     0.045
## 3383          6.50            0.280        0.34           3.60     0.040
## 3384          6.40            0.220        0.32           4.90     0.046
## 3385          6.80            0.230        0.30           6.95     0.044
## 3386          6.40            0.320        0.31           1.90     0.037
## 3387          6.10            0.280        0.27           4.70     0.030
## 3388          7.60            0.360        0.49          11.30     0.046
## 3389          8.80            0.390        0.35           1.80     0.096
## 3390          6.60            0.240        0.30          11.30     0.026
## 3391          6.90            0.290        0.30           8.20     0.026
## 3392          6.90            0.280        0.30           8.30     0.026
## 3393          6.70            0.380        0.26           9.55     0.036
## 3394          8.00            0.280        0.30           8.40     0.030
## 3395          6.50            0.250        0.45           7.80     0.048
## 3396          6.60            0.260        0.46           7.80     0.047
## 3397          7.40            0.290        0.28          10.20     0.032
## 3398          6.30            0.190        0.29           5.50     0.042
## 3399          6.10            0.330        0.32           7.80     0.052
## 3400          5.60            0.320        0.33           7.40     0.037
## 3401          7.70            0.460        0.18           3.30     0.054
## 3402          8.80            0.190        0.30           5.00     0.028
## 3403          7.70            0.460        0.18           3.30     0.054
## 3404          8.80            0.270        0.25           5.00     0.024
## 3405          5.80            0.180        0.28           1.30     0.034
## 3406          5.80            0.150        0.32           1.20     0.037
## 3407          5.60            0.320        0.33           7.40     0.037
## 3408          6.10            0.330        0.32           7.80     0.052
## 3409          7.10            0.320        0.30           9.90     0.041
## 3410          6.20            0.230        0.35           0.70     0.051
## 3411          8.90            0.300        0.35           4.60     0.032
## 3412          6.00            0.140        0.17           5.60     0.036
## 3413          6.80            0.240        0.29           9.50     0.042
## 3414          6.70            0.210        0.48          14.80     0.050
## 3415          8.90            0.300        0.35           4.60     0.032
## 3416          6.10            0.300        0.30           2.10     0.031
## 3417          7.20            0.370        0.40          11.60     0.032
## 3418          6.70            0.640        0.30           1.20     0.030
## 3419          7.20            0.370        0.40          11.60     0.032
## 3420          6.10            0.300        0.30           2.10     0.031
## 3421          7.60            0.280        0.49          20.15     0.060
## 3422          6.30            0.290        0.28           4.70     0.059
## 3423          6.20            0.280        0.28           4.30     0.026
## 3424          7.10            0.180        0.39          14.50     0.051
## 3425          6.40            0.320        0.27           4.90     0.034
## 3426          7.10            0.170        0.40          14.55     0.047
## 3427          7.10            0.170        0.40          14.55     0.047
## 3428          5.80            0.240        0.26          10.05     0.039
## 3429          6.40            0.320        0.27           4.90     0.034
## 3430          7.10            0.180        0.39          14.50     0.051
## 3431          7.10            0.170        0.40          14.55     0.047
## 3432          7.10            0.180        0.39          15.25     0.047
## 3433          7.80            0.290        0.29           3.15     0.044
## 3434          6.20            0.255        0.27           1.30     0.037
## 3435          8.20            0.340        0.29           5.20     0.076
## 3436          6.50            0.240        0.28           1.10     0.034
## 3437          6.90            0.240        0.23           7.10     0.041
## 3438          6.70            0.400        0.22           8.80     0.052
## 3439          6.70            0.300        0.44          18.50     0.057
## 3440          6.70            0.400        0.22           8.80     0.052
## 3441          6.80            0.170        0.32           1.40     0.040
## 3442          7.10            0.250        0.28           1.20     0.040
## 3443          5.90            0.270        0.27           5.00     0.035
## 3444          6.00            0.160        0.22           1.60     0.042
## 3445          6.70            0.300        0.44          18.75     0.057
## 3446          6.60            0.150        0.32           6.00     0.033
## 3447          7.30            0.340        0.30           9.40     0.057
## 3448          6.00            0.170        0.29           9.70     0.044
## 3449          6.70            0.470        0.29           4.75     0.034
## 3450          6.60            0.150        0.32           6.00     0.033
## 3451          6.60            0.210        0.29           5.35     0.029
## 3452          6.60            0.210        0.29           5.35     0.029
## 3453          8.00            0.240        0.48           6.80     0.047
## 3454          5.60            0.340        0.30           6.90     0.038
## 3455          5.80            0.540        0.00           1.40     0.033
## 3456          7.30            0.230        0.24           0.90     0.031
## 3457          6.00            0.390        0.13           1.20     0.042
## 3458          6.10            0.105        0.31           1.30     0.037
## 3459          5.80            0.320        0.20           2.60     0.027
## 3460          7.60            0.220        0.28          12.00     0.056
## 3461          6.80            0.190        0.40           9.85     0.055
## 3463          6.80            0.170        0.34           2.00     0.040
## 3464          6.20            0.300        0.31           1.60     0.035
## 3465          6.90            0.290        0.41           7.80     0.046
## 3466          6.80            0.190        0.34           1.90     0.040
## 3467          6.80            0.170        0.34           2.00     0.040
## 3468          6.60            0.240        0.27          10.30     0.047
## 3469          6.60            0.160        0.36           1.10     0.031
## 3470          7.60            0.220        0.28          12.00     0.056
## 3472          6.80            0.190        0.40           9.85     0.055
## 3473          6.70            0.160        0.36           2.00     0.045
## 3474          6.50            0.300        0.27           4.00     0.038
## 3475          6.50            0.220        0.19           1.10     0.064
## 3476          6.20            0.360        0.45          10.40     0.060
## 3477          6.20            0.370        0.24           6.10     0.032
## 3478          7.60            0.310        0.24           1.80     0.037
## 3479          6.20            0.360        0.45          10.40     0.060
## 3480          5.90            0.320        0.28           4.70     0.039
## 3481          6.50            0.300        0.27           4.00     0.038
## 3482          5.80            0.220        0.30           1.10     0.047
## 3483          5.40            0.450        0.27           6.40     0.033
## 3484          6.10            0.360        0.26           8.15     0.035
## 3485          6.20            0.370        0.24           6.10     0.032
## 3486          7.50            0.210        0.32           4.80     0.056
## 3487          6.90            0.280        0.33           1.20     0.039
## 3488          6.50            0.220        0.19           1.10     0.064
## 3489          7.80            0.200        0.20           1.40     0.036
## 3490          6.70            0.280        0.31           7.40     0.041
## 3491          7.60            0.310        0.24           1.80     0.037
## 3492          8.00            0.200        0.44           1.00     0.057
## 3493          6.00            0.280        0.27          15.50     0.036
## 3494          6.00            0.280        0.27          15.50     0.036
## 3495          6.70            0.240        0.36           8.40     0.042
## 3496          6.30            0.220        0.28           2.40     0.042
## 3497          6.00            0.240        0.28           3.95     0.038
## 3499          6.40            0.300        0.36           2.00     0.052
## 3500          6.10            0.330        0.30           3.00     0.036
## 3501          6.00            0.280        0.27          15.50     0.036
## 3502          6.70            0.240        0.36           8.40     0.042
## 3503          6.70            0.290        0.45          14.30     0.054
## 3504          6.90            0.330        0.31           4.20     0.040
## 3505          6.50            0.160        0.34           1.40     0.029
## 3506          6.00            0.200        0.32           3.00     0.031
## 3507          7.50            0.330        0.28           4.90     0.042
## 3508          7.10            0.360        0.28           2.40     0.036
## 3509          6.70            0.290        0.45          14.30     0.054
## 3510          6.40            0.260        0.25          10.70     0.046
## 3511          7.00            0.220        0.24          11.00     0.041
## 3512          6.50            0.190        0.28           1.40     0.046
## 3513          6.30            0.210        0.31           1.20     0.043
## 3514          7.90            0.350        0.28          12.90     0.032
## 3515          7.70            0.380        0.23          10.80     0.030
## 3516          6.80            0.190        0.33           1.30     0.031
## 3517          7.20            0.330        0.34           2.00     0.044
## 3518          6.60            0.290        0.29           1.80     0.036
## 3519          7.50            0.200        0.41           1.20     0.050
## 3520          6.90            0.330        0.62           7.50     0.038
## 3522          5.90            0.230        0.24           3.80     0.038
## 3523          6.60            0.320        0.41           7.20     0.048
## 3525          5.30            0.360        0.27           6.30     0.028
## 3526          5.30            0.360        0.27           6.30     0.028
## 3527          8.90            0.270        0.28           0.80     0.024
## 3528          7.60            0.230        0.29           8.60     0.053
## 3529          6.90            0.750        0.13           6.30     0.036
## 3530          7.10            0.350        0.27           3.10     0.034
## 3531          7.20            0.310        0.35           7.20     0.046
## 3532          6.40            0.280        0.44           7.10     0.048
## 3533          7.20            0.230        0.46           6.40     0.036
## 3534          6.60            0.220        0.30          14.70     0.045
## 3535          7.20            0.310        0.35           7.20     0.046
## 3536          6.40            0.280        0.44           7.10     0.048
## 3537          7.20            0.240        0.28           1.90     0.032
## 3538          6.20            0.270        0.47           1.20     0.146
## 3539          6.50            0.280        0.25           4.80     0.029
## 3540          7.20            0.270        0.31           1.20     0.031
## 3541          7.80            0.280        0.25           3.40     0.024
## 3542          8.10            0.260        0.27           4.30     0.030
## 3543          6.60            0.230        0.37           8.50     0.036
## 3544          6.00            0.330        0.20           1.80     0.031
## 3545          6.00            0.330        0.20           1.80     0.031
## 3546          7.30            0.200        0.29          19.50     0.039
## 3547          6.60            0.230        0.37           8.50     0.036
## 3548          7.30            0.200        0.29          19.90     0.039
## 3549          6.20            0.470        0.19           8.30     0.029
## 3550          6.00            0.330        0.20           1.80     0.031
## 3551          7.20            0.140        0.32           1.10     0.022
## 3552          5.70            0.220        0.22          16.65     0.044
## 3553          5.70            0.220        0.22          16.65     0.044
## 3554          5.70            0.220        0.22          16.65     0.044
## 3555          8.10            0.200        0.28           0.90     0.023
## 3556          5.80            0.140        0.15           6.10     0.042
## 3557          4.80            0.210        0.21          10.20     0.037
## 3558          8.10            0.200        0.28           0.90     0.023
## 3559          5.70            0.220        0.22          16.65     0.044
## 3560          7.50            0.340        0.24           3.85     0.031
## 3561          6.60            0.640        0.28           4.40     0.032
## 3562          7.00            0.480        0.12           4.50     0.050
## 3563          7.60            0.370        0.34           3.20     0.028
## 3564          7.00            0.480        0.12           4.50     0.050
## 3565          6.60            0.640        0.28           4.40     0.032
## 3566          8.00            0.250        0.27           9.70     0.036
## 3567          7.60            0.380        0.28           4.20     0.029
## 3568          6.90            0.260        0.27           4.20     0.031
## 3569          7.80            0.150        0.34           1.10     0.035
## 3570          8.00            0.250        0.27           9.70     0.036
## 3571          6.90            0.260        0.27           4.20     0.031
## 3572          5.90            0.655        0.00           5.60     0.033
## 3573          7.60            0.380        0.28           4.20     0.029
## 3574          7.80            0.310        0.40           1.60     0.027
## 3575          8.10            0.170        0.21           1.60     0.036
## 3576          6.80            0.180        0.28           1.10     0.027
## 3577          7.40            0.280        0.36          14.60     0.048
## 3578          7.30            0.230        0.27           2.60     0.035
## 3579          6.70            0.220        0.22           1.20     0.038
## 3580          7.40            0.250        0.28           7.25     0.028
## 3581          7.50            0.300        0.21           6.55     0.026
## 3582          7.20            0.260        0.24           7.00     0.023
## 3583          6.30            0.320        0.32           1.50     0.037
## 3584          7.70            0.240        0.30           1.40     0.041
## 3585          7.40            0.250        0.28           7.25     0.028
## 3586          7.00            0.240        0.35           1.00     0.032
## 3587          5.80            0.280        0.28           4.20     0.044
## 3591          6.60            0.190        0.35           1.50     0.037
## 3592          6.40            0.280        0.36           1.30     0.053
## 3593          5.60            0.280        0.27           3.90     0.043
## 3594          5.60            0.280        0.28           4.20     0.044
## 3595          6.80            0.190        0.32           7.60     0.049
## 3596          7.20            0.160        0.29           1.00     0.031
## 3597          6.60            0.170        0.28           1.10     0.034
## 3598          6.60            0.190        0.28          11.80     0.042
## 3599          5.80            0.200        0.24           1.40     0.033
## 3600          6.60            0.390        0.38           9.70     0.053
## 3601          6.80            0.120        0.30          12.90     0.049
## 3602          6.60            0.295        0.24           1.60     0.039
## 3603          6.60            0.260        0.24           7.20     0.038
## 3604          7.00            0.320        0.27           7.10     0.027
## 3605          7.40            0.360        0.23           1.90     0.017
## 3606          6.70            0.350        0.48           8.80     0.056
## 3607          6.40            0.380        0.24           7.20     0.047
## 3608          6.80            0.140        0.18           1.40     0.047
## 3609          7.00            0.160        0.25          14.30     0.044
## 3610          7.00            0.160        0.25          14.30     0.044
## 3611          6.70            0.350        0.48           8.80     0.056
## 3612          6.80            0.140        0.18           1.40     0.047
## 3613          6.80            0.160        0.18           1.80     0.046
## 3614          7.00            0.160        0.25          14.30     0.044
## 3615          6.40            0.380        0.24           7.20     0.047
## 3616          7.20            0.240        0.30           1.20     0.037
## 3617          7.70            0.320        0.61          11.80     0.041
## 3618          7.00            0.290        0.33           0.90     0.041
## 3619          7.10            0.270        0.24          12.60     0.044
## 3622          7.10            0.270        0.24          12.60     0.044
## 3623          7.20            0.240        0.30           1.20     0.037
## 3625          6.60            0.360        0.28           6.10     0.029
## 3626          7.70            0.320        0.61          11.80     0.041
## 3627          7.00            0.290        0.33           0.90     0.041
## 3628          6.40            0.370        0.20           5.60     0.117
## 3629          6.40            0.380        0.20           5.30     0.117
## 3630          6.40            0.360        0.20           5.70     0.118
## 3631          6.60            0.300        0.25           8.00     0.036
## 3632          6.60            0.300        0.25           8.00     0.036
## 3633          6.50            0.210        0.51          17.60     0.045
## 3634          6.60            0.300        0.25           8.00     0.036
## 3635          7.60            0.310        0.27           8.80     0.021
## 3636          5.80            0.580        0.00           1.50     0.020
## 3637          6.50            0.260        0.39           1.40     0.020
## 3638          8.70            0.300        0.34           4.80     0.018
## 3639          6.40            0.290        0.32           2.40     0.014
## 3640          6.70            0.130        0.32           3.70     0.017
## 3641          6.80            0.190        0.33           4.90     0.047
## 3642          6.00            0.250        0.40           5.70     0.052
## 3643          6.00            0.250        0.40           5.70     0.052
## 3644          6.80            0.190        0.33           4.90     0.047
## 3645          6.40            0.240        0.23           2.00     0.046
## 3646          5.90            0.180        0.28           5.10     0.039
## 3647          7.20            0.330        0.22           4.50     0.031
## 3648          6.40            0.290        0.24           3.20     0.037
## 3649          7.30            0.310        0.25           6.65     0.032
## 3650          7.00            0.290        0.37           1.60     0.035
## 3651          6.90            0.190        0.60           4.00     0.037
## 3652          6.30            0.320        0.17          17.75     0.060
## 3653          6.60            0.085        0.33           1.40     0.036
## 3654          6.30            0.320        0.17          17.75     0.060
## 3655          6.80            0.180        0.32           7.20     0.047
## 3656          6.80            0.520        0.26           5.70     0.038
## 3657          7.10            0.280        0.28           8.50     0.030
## 3658          5.70            0.150        0.47          11.40     0.035
## 3659          5.80            0.275        0.30           5.40     0.043
## 3660          5.40            0.530        0.16           2.70     0.036
## 3661          5.80            0.320        0.28           4.30     0.032
## 3662          6.70            0.220        0.39           1.20     0.049
## 3663          6.10            0.600        0.12           1.80     0.050
## 3664          6.50            0.260        0.31           1.30     0.034
## 3665          5.00            0.290        0.54           5.70     0.035
## 3666          5.40            0.530        0.16           2.70     0.036
## 3667          6.80            0.210        0.26          11.70     0.038
## 3668          5.80            0.320        0.28           4.30     0.032
## 3669          6.50            0.270        0.26          11.00     0.030
## 3670          5.90            0.370        0.32           1.60     0.029
## 3671          6.20            0.210        0.18          11.60     0.044
## 3672          6.80            0.300        0.29           6.20     0.025
## 3673          7.30            0.410        0.29           1.80     0.032
## 3674          5.40            0.300        0.30           1.20     0.029
## 3675          6.60            0.340        0.20           1.00     0.053
## 3676          5.60            0.250        0.19           2.40     0.049
## 3677          5.30            0.300        0.30           1.20     0.029
## 3679          7.20            0.230        0.25          18.80     0.085
## 3680          7.10            0.200        0.27           9.60     0.037
## 3681          6.80            0.150        0.41          12.90     0.044
## 3682          7.00            0.220        0.26           9.20     0.027
## 3683          6.40            0.160        0.44           1.20     0.051
## 3684          6.80            0.150        0.41          12.90     0.044
## 3685          6.80            0.310        0.30           8.00     0.028
## 3686          6.80            0.150        0.41          12.90     0.044
## 3687          7.60            0.300        0.37           1.60     0.087
## 3688          6.00            0.160        0.27          12.00     0.030
## 3689          7.10            0.210        0.35           2.50     0.040
## 3690          7.00            0.220        0.26           9.20     0.027
## 3691          5.60            0.210        0.24           4.40     0.027
## 3692          7.40            0.220        0.26           8.80     0.027
## 3693          7.10            0.200        0.27           9.60     0.037
## 3694          6.80            0.310        0.30           8.00     0.028
## 3695          7.20            0.230        0.25          18.80     0.085
## 3696          6.40            0.150        0.40           1.30     0.053
## 3697          6.40            0.160        0.44           1.20     0.051
## 3698          6.80            0.150        0.41          12.90     0.044
## 3699          6.30            0.220        0.34           1.20     0.036
## 3700          7.60            0.300        0.37           1.60     0.087
## 3701          7.00            0.300        0.27           1.50     0.076
## 3702          6.60            0.260        0.22          18.15     0.050
## 3703          7.50            0.240        0.31          13.10     0.050
## 3704          7.50            0.240        0.31          13.10     0.050
## 3705          7.50            0.240        0.31          13.10     0.050
## 3706          7.50            0.240        0.31          13.10     0.050
## 3707          6.60            0.150        0.34           1.00     0.037
## 3708          6.70            0.340        0.43           1.60     0.041
## 3709          7.70            0.350        0.46          11.80     0.088
## 3710          6.70            0.310        0.09           1.40     0.039
## 3712          7.50            0.240        0.31          13.10     0.050
## 3713          6.30            0.200        0.18          10.60     0.045
## 3714          6.60            0.280        0.23          10.40     0.049
## 3715          8.50            0.180        0.30           1.10     0.028
## 3716          6.50            0.350        0.38           7.40     0.036
## 3717          6.80            0.220        0.26           1.20     0.041
## 3718          6.30            0.180        0.24           3.40     0.053
## 3719          6.60            0.260        0.22          18.15     0.050
## 3720          6.60            0.300        0.45           8.00     0.038
## 3721          6.30            0.340        0.27           2.50     0.024
## 3722          7.70            0.300        0.23           2.00     0.068
## 3723          7.70            0.310        0.23           2.00     0.069
## 3724          5.70            0.265        0.28           6.90     0.036
## 3725          5.40            0.255        0.33           1.20     0.051
## 3726          6.60            0.260        0.28           9.40     0.028
## 3727          4.80            0.170        0.28           2.90     0.030
## 3728          5.70            0.265        0.28           6.90     0.036
## 3729          6.20            0.200        0.33           5.40     0.028
## 3730          7.50            0.280        0.41           1.30     0.044
## 3731          6.20            0.220        0.20          20.80     0.035
## 3732          7.00            0.340        0.26          10.30     0.041
## 3733          7.50            0.280        0.41           1.30     0.044
## 3734          6.50            0.190        0.34           1.60     0.029
## 3735          6.00            0.210        0.29          13.10     0.042
## 3737          6.50            0.320        0.48           8.00     0.026
## 3739          5.60            0.260        0.18           1.40     0.034
## 3740          7.00            0.150        0.28          14.70     0.051
## 3741          7.00            0.150        0.28          14.70     0.051
## 3742          7.00            0.150        0.28          14.70     0.051
## 3743          7.00            0.150        0.28          14.70     0.051
## 3744          7.00            0.150        0.28          14.70     0.051
## 3745          7.00            0.150        0.28          14.70     0.051
## 3746          7.00            0.150        0.28          14.70     0.051
## 3747          7.40            0.270        0.28           1.80     0.040
## 3748          6.80            0.220        0.30          10.60     0.070
## 3749          6.20            0.240        0.25          12.50     0.055
## 3750          6.30            0.280        0.29           6.80     0.051
## 3751          7.00            0.150        0.28          14.70     0.051
## 3752          5.50            0.170        0.23           2.90     0.039
## 3753          6.50            0.260        0.34           1.40     0.040
## 3754          6.60            0.270        0.33           1.40     0.042
## 3755          5.40            0.460        0.15           2.10     0.026
## 3756          7.80            0.190        0.32           7.40     0.015
## 3757          5.50            0.170        0.23           2.90     0.039
## 3758          6.50            0.260        0.34           1.40     0.040
## 3759          6.60            0.270        0.33           1.40     0.042
## 3760          7.80            0.190        0.32           7.40     0.015
## 3761          7.80            0.200        0.32           5.00     0.016
## 3762          6.10            0.170        0.28           2.50     0.028
## 3763          7.40            0.200        0.35           6.10     0.025
## 3764          6.70            0.390        0.24           2.70     0.017
## 3765          5.40            0.460        0.15           2.10     0.026
## 3766          6.90            0.400        0.17          12.90     0.033
## 3767          6.90            0.400        0.17          12.90     0.033
## 3768          6.90            0.400        0.17          12.90     0.033
## 3769          6.30            0.240        0.29          13.70     0.035
## 3770          6.90            0.400        0.17          12.90     0.033
## 3771          7.40            0.270        0.31           2.40     0.014
## 3772          6.10            0.270        0.28           9.80     0.042
## 3773          6.30            0.240        0.29          13.70     0.035
## 3775          6.70            0.420        0.39          12.10     0.040
## 3776          6.50            0.330        0.28           6.10     0.018
## 3777          6.90            0.330        0.31           7.70     0.040
## 3778          6.50            0.330        0.28           6.10     0.018
## 3779          6.30            0.150        0.30           1.40     0.022
## 3780          6.50            0.320        0.45           7.70     0.022
## 3781          6.70            0.420        0.39          12.10     0.040
## 3782          7.40            0.250        0.29           6.80     0.020
## 3783          7.60            0.270        0.30           9.20     0.018
## 3784          6.40            0.270        0.45           8.30     0.050
## 3785          6.50            0.250        0.27          17.40     0.064
## 3786          5.60            0.190        0.31           2.70     0.027
## 3787          7.40            0.290        0.48          12.80     0.037
## 3788          6.40            0.340        0.44           8.20     0.043
## 3789          6.60            0.270        0.52           8.10     0.044
## 3790          6.60            0.260        0.52           8.20     0.047
## 3791          6.40            0.270        0.45           8.30     0.050
## 3792          6.50            0.260        0.50           8.00     0.051
## 3793          6.80            0.250        0.30          11.80     0.043
## 3794          6.30            0.320        0.26          12.00     0.049
## 3795          5.50            0.240        0.45           1.70     0.046
## 3796          6.50            0.250        0.27          17.40     0.064
## 3797          6.60            0.130        0.29          13.90     0.056
## 3798          7.00            0.390        0.21          10.70     0.098
## 3799          7.90            0.210        0.39           2.00     0.057
## 3800          7.00            0.300        0.28           2.20     0.042
## 3801          8.10            0.200        0.30           1.30     0.036
## 3802          8.30            0.180        0.30           1.10     0.033
## 3803          7.90            0.210        0.39           2.00     0.057
## 3804          7.20            0.170        0.34           6.40     0.042
## 3805          8.10            0.200        0.30           1.30     0.036
## 3806          8.30            0.180        0.30           1.10     0.033
## 3807          7.00            0.390        0.21          10.70     0.098
## 3808          6.80            0.210        0.62           6.40     0.041
## 3809          6.90            0.210        0.62           6.30     0.042
## 3810          7.20            0.170        0.34           6.40     0.042
## 3811          6.80            0.260        0.34          15.10     0.060
## 3812          7.20            0.280        0.38           2.00     0.052
## 3813          7.90            0.210        0.39           2.00     0.057
## 3814          7.00            0.300        0.28           2.20     0.042
## 3815          7.40            0.340        0.28          12.10     0.049
## 3816          6.30            0.430        0.32           8.80     0.042
## 3817          6.80            0.410        0.30           8.80     0.045
## 3818          6.30            0.400        0.24           5.10     0.036
## 3819          5.10            0.350        0.26           6.80     0.034
## 3820          5.10            0.350        0.26           6.80     0.034
## 3821          6.30            0.300        0.20           3.70     0.039
## 3822          6.90            0.280        0.28          12.20     0.042
## 3823          7.00            0.330        0.28           5.70     0.033
## 3824          6.70            0.260        0.49           8.10     0.052
## 3825          7.30            0.240        0.30           2.50     0.042
## 3826          6.70            0.460        0.21           4.00     0.034
## 3827          5.10            0.350        0.26           6.80     0.034
## 3828          5.10            0.230        0.18           1.00     0.053
## 3829          6.30            0.400        0.24           5.10     0.036
## 3830          7.10            0.440        0.23           5.80     0.035
## 3831          4.80            0.260        0.23          10.60     0.034
## 3832          6.80            0.310        0.19           3.50     0.086
## 3833          6.80            0.310        0.19           3.50     0.086
## 3834          7.00            0.150        0.29          16.40     0.058
## 3835          6.50            0.410        0.22           4.80     0.052
## 3836          6.20            0.310        0.23           3.30     0.052
## 3837          8.00            0.270        0.33           1.20     0.050
## 3838          8.00            0.270        0.33           1.20     0.050
## 3839          6.50            0.410        0.22           4.80     0.052
## 3840          6.20            0.310        0.23           3.30     0.052
## 3841          6.70            0.370        0.25           2.50     0.028
## 3842          6.60            0.210        0.50           8.70     0.036
## 3843          7.50            0.260        0.31           1.60     0.032
## 3844          7.50            0.340        0.28           4.00     0.028
## 3845          6.70            0.370        0.25           2.50     0.028
## 3846          6.40            0.320        0.23          16.20     0.055
## 3847          6.70            0.240        0.32           9.00     0.023
## 3848          6.40            0.320        0.23          16.20     0.055
## 3850          8.20            0.310        0.43           7.00     0.047
## 3851          6.70            0.240        0.32           9.00     0.023
## 3852          5.90            0.170        0.29           3.10     0.030
## 3853          5.90            0.200        0.23           1.50     0.037
## 3854          6.60            0.320        0.26           4.60     0.031
## 3855          5.90            0.120        0.27           4.80     0.030
## 3856          5.90            0.180        0.29           4.60     0.032
## 3857          5.90            0.200        0.23           1.50     0.037
## 3858          5.40            0.170        0.27           2.70     0.049
## 3859          6.10            0.210        0.30           6.30     0.039
## 3860          7.30            0.250        0.26           7.20     0.048
## 3861          7.30            0.250        0.26           7.20     0.048
## 3865          6.60            0.390        0.22           4.00     0.038
## 3866          6.00            0.310        0.38           4.80     0.040
## 3867          8.40            0.230        0.32           1.30     0.048
## 3868          7.30            0.250        0.26           7.20     0.048
## 3871          6.10            0.230        0.27           9.80     0.055
## 3873          7.30            0.360        0.54          13.30     0.054
## 3874          7.60            0.370        0.51          11.70     0.094
## 3875          6.70            0.260        0.51           8.00     0.062
## 3876          7.40            0.220        0.27           1.60     0.057
## 3877          6.10            0.220        0.28          16.55     0.059
## 3878          7.10            0.280        0.31           1.50     0.053
## 3879          6.50            0.350        0.31          10.20     0.069
## 3880          6.80            0.730        0.20           6.60     0.054
## 3881          6.00            0.280        0.24          17.80     0.047
## 3882          6.00            0.280        0.24          17.80     0.047
## 3883          7.10            0.200        0.37           1.50     0.049
## 3884          6.80            0.330        0.31           7.40     0.045
## 3885          6.00            0.280        0.24          17.80     0.047
## 3886          7.20            0.240        0.36           2.00     0.029
## 3887          6.80            0.330        0.31           7.40     0.045
## 3888          7.20            0.240        0.36           2.00     0.029
## 3889          6.00            0.280        0.24          17.80     0.047
## 3890          6.20            0.270        0.26          12.10     0.046
## 3891          6.40            0.380        0.26           8.20     0.043
## 3892          7.10            0.200        0.37           1.50     0.049
## 3893          6.00            0.210        0.30           8.70     0.036
## 3894          7.00            0.340        0.10           3.50     0.044
## 3895          5.90            0.435        0.16           6.40     0.031
## 3896          7.00            0.250        0.33           2.10     0.021
## 3897          6.70            0.260        0.29           7.70     0.038
## 3898          7.00            0.240        0.30          12.30     0.035
## 3899          8.50            0.230        0.34           1.30     0.035
## 3900          6.00            0.210        0.30           8.70     0.036
## 3901          7.00            0.340        0.10           3.50     0.044
## 3904          5.80            0.270        0.26           3.50     0.071
## 3906          6.50            0.330        0.30           3.80     0.036
## 3907          6.50            0.330        0.30           3.80     0.036
## 3908          6.70            0.310        0.30           2.40     0.038
## 3909          6.20            0.390        0.24           4.80     0.037
## 3910          6.20            0.390        0.24           4.80     0.037
## 3911          7.10            0.370        0.30           6.20     0.040
## 3913          6.50            0.330        0.30           3.80     0.036
## 3914          7.20            0.250        0.32           1.50     0.054
## 3915          6.20            0.390        0.24           4.80     0.037
## 3917          7.10            0.370        0.30           6.20     0.040
## 3918          6.20            0.280        0.51           7.90     0.056
## 3919          6.40            0.350        0.28           1.60     0.037
## 3920          6.60            0.310        0.28           1.40     0.035
## 3921          7.40            0.250        0.37           2.60     0.050
## 3922          7.30            0.360        0.34          14.80     0.057
## 3923          6.70            0.310        0.30           2.40     0.038
## 3924          8.60            0.310        0.30           0.90     0.045
## 3925          8.60            0.310        0.30           0.90     0.045
## 3926          8.60            0.220        0.33           1.20     0.031
## 3927          6.90            0.140        0.29           9.90     0.056
## 3928          6.50            0.220        0.31           3.90     0.046
## 3929          6.60            0.320        0.47          15.60     0.063
## 3930          6.60            0.320        0.47          15.60     0.063
## 3931          6.10            0.280        0.26           1.50     0.030
## 3932          6.20            0.300        0.28           1.60     0.036
## 3933          6.90            0.220        0.28           7.80     0.050
## 3934          8.70            0.310        0.21           5.60     0.039
## 3935          7.30            0.270        0.30           1.30     0.040
## 3936          7.00            0.460        0.20          16.70     0.046
## 3937          5.70            0.230        0.25           7.95     0.042
## 3939          8.20            0.180        0.38           1.10     0.040
## 3940          6.20            0.270        0.32           6.30     0.048
## 3941          6.90            0.400        0.37           8.90     0.053
## 3942          4.90            0.345        0.34           1.00     0.068
## 3943          7.20            0.230        0.39           1.50     0.053
## 3944          6.40            0.200        0.15           6.60     0.046
## 3945          6.10            0.270        0.32           6.20     0.048
## 3946          6.20            0.270        0.32           6.30     0.048
## 3947          6.00            0.300        0.33           2.10     0.042
## 3948          6.10            0.300        0.32           2.20     0.042
## 3949          5.70            0.140        0.30           5.40     0.045
## 3950          6.90            0.400        0.37           8.90     0.053
## 3951          4.90            0.345        0.34           1.00     0.068
## 3952          6.30            0.330        0.20          17.90     0.066
## 3953          7.00            0.160        0.30           2.60     0.043
## 3954          8.40            0.220        0.30           1.30     0.038
## 3955          6.30            0.330        0.20          17.90     0.066
## 3956          7.00            0.160        0.30           2.60     0.043
## 3957          5.40            0.240        0.18           2.30     0.050
## 3958          7.70            0.310        0.36           4.30     0.026
## 3959          5.60            0.185        0.19           7.10     0.048
## 3960          5.60            0.185        0.19           7.10     0.048
## 3961          6.60            0.430        0.24          11.90     0.040
## 3962          7.60            0.390        0.46          11.70     0.084
## 3963          7.20            0.580        0.27           5.80     0.032
## 3964          6.00            0.340        0.32           3.80     0.044
## 3965          7.50            0.350        0.48          12.40     0.056
## 3966          7.30            0.380        0.23           6.50     0.050
## 3967          5.40            0.185        0.19           7.10     0.048
## 3968          6.30            0.270        0.51           7.60     0.049
## 3969          6.50            0.290        0.52           7.90     0.049
## 3970          6.40            0.170        0.30           2.80     0.034
## 3971          6.70            0.180        0.31          10.60     0.035
## 3972          6.40            0.170        0.30           2.80     0.034
## 3974          6.30            0.270        0.51           7.60     0.049
## 3975          6.50            0.290        0.52           7.90     0.049
## 3976          6.10            0.240        0.26           1.70     0.033
## 3977          7.00            0.320        0.29           7.60     0.025
## 3978          6.90            0.270        0.25           7.50     0.030
## 3979          6.50            0.290        0.53           1.70     0.040
## 3980          6.50            0.290        0.52           1.70     0.034
## 3981          6.10            0.220        0.25          12.10     0.035
## 3983          6.10            0.240        0.26           1.70     0.033
## 3984          5.60            0.230        0.25           8.00     0.043
## 3985          7.00            0.320        0.29           7.60     0.025
## 3986          6.80            0.110        0.27           8.60     0.044
## 3987          6.80            0.110        0.27           8.60     0.044
## 3988          7.30            0.230        0.41          14.60     0.048
## 3989          6.10            0.200        0.17           1.60     0.048
## 3990          6.80            0.110        0.27           8.60     0.044
## 3991          7.30            0.230        0.41          14.60     0.048
## 3992          6.90            0.200        0.41           1.10     0.060
## 3993          6.70            0.190        0.32           3.70     0.041
## 3994          6.70            0.280        0.34           8.90     0.048
## 3995          6.70            0.280        0.34           8.90     0.048
## 3996          8.00            0.370        0.31           4.70     0.038
## 3997          6.70            0.280        0.34           8.90     0.048
## 3998          6.00            0.260        0.29           3.10     0.041
## 4002          6.40            0.250        0.57           1.00     0.062
## 4003          6.10            0.250        0.48          15.80     0.052
## 4004          6.80            0.140        0.35           1.50     0.047
## 4005          6.50            0.380        0.26           5.20     0.042
## 4006          6.80            0.140        0.35           1.50     0.047
## 4007          5.40            0.150        0.32           2.50     0.037
## 4008          6.40            0.250        0.57           1.00     0.062
## 4009          6.10            0.250        0.48          15.80     0.052
## 4010          6.80            0.220        0.32           5.90     0.054
## 4011          7.20            0.210        0.29           3.10     0.044
## 4012          6.00            0.260        0.29           3.10     0.041
## 4014          6.50            0.460        0.24          11.50     0.051
## 4015          6.50            0.180        0.48          18.00     0.054
## 4016          6.20            0.320        0.12           4.80     0.054
## 4017          7.20            0.400        0.24           8.50     0.055
## 4018          5.90            0.230        0.24           1.60     0.037
## 4019          6.40            0.180        0.48          18.00     0.054
## 4020          6.20            0.320        0.12           4.80     0.054
## 4021          6.40            0.370        0.12           5.90     0.056
## 4022          7.00            0.230        0.42           1.10     0.062
## 4023          7.20            0.400        0.24           8.50     0.055
## 4024          7.60            0.190        0.37          13.10     0.033
## 4025          6.00            0.280        0.27           4.10     0.046
## 4026          6.20            0.320        0.45           2.90     0.029
## 4027          7.60            0.190        0.37          13.10     0.033
## 4028          6.40            0.260        0.26           1.10     0.052
## 4029          5.90            0.250        0.27           1.50     0.029
## 4030          6.10            0.280        0.30           7.75     0.031
## 4031          6.90            0.190        0.38           1.15     0.023
## 4032          6.40            0.290        0.57           1.00     0.060
## 4033          6.80            0.270        0.22          17.80     0.034
## 4034          7.50            0.260        0.38           5.70     0.021
## 4035          6.80            0.270        0.22          17.80     0.034
## 4036          6.40            0.200        0.22           7.40     0.032
## 4037          7.30            0.330        0.22           1.40     0.041
## 4038          7.30            0.340        0.22           1.40     0.044
## 4039          6.40            0.290        0.57           1.00     0.060
## 4041          6.30            0.240        0.29           1.60     0.052
## 4042          6.20            0.240        0.22           7.90     0.053
## 4043          7.40            0.160        0.27          15.50     0.050
## 4044          7.40            0.160        0.27          15.50     0.050
## 4045          7.40            0.160        0.27          15.50     0.050
## 4046          7.40            0.160        0.27          15.50     0.050
## 4047          7.20            0.170        0.28          17.55     0.050
## 4048          6.90            0.190        0.35          13.50     0.038
## 4049          6.90            0.190        0.35          13.50     0.038
## 4050          6.80            0.160        0.36           1.30     0.034
## 4051          7.40            0.160        0.27          15.50     0.050
## 4052          6.80            0.300        0.27          11.60     0.028
## 4053          6.20            0.240        0.22           7.90     0.053
## 4054          7.40            0.160        0.27          15.50     0.050
## 4055          7.20            0.170        0.28          17.55     0.050
## 4056          6.80            0.300        0.27          11.60     0.028
## 4057          6.50            0.430        0.18          13.15     0.032
## 4058          6.60            0.170        0.36           1.90     0.036
## 4059          6.90            0.190        0.35          13.50     0.038
## 4060          6.80            0.160        0.36           1.30     0.034
## 4061          6.40            0.410        0.01           6.10     0.048
## 4062          6.40            0.410        0.01           6.10     0.048
## 4063          7.40            0.360        0.32           1.90     0.036
## 4064          6.10            0.170        0.21           1.90     0.090
## 4065          5.50            0.280        0.21           1.60     0.032
## 4067          7.10            0.440        0.27           8.40     0.057
## 4068          6.90            0.380        0.28           8.30     0.062
## 4069          7.10            0.440        0.27           8.40     0.057
## 4070          6.20            0.240        0.28          12.20     0.049
## 4071          6.10            0.280        0.27           8.00     0.048
## 4072          7.60            0.260        0.32           1.30     0.048
## 4073          7.50            0.160        0.38          12.70     0.043
## 4074          6.50            0.360        0.16           1.30     0.054
## 4075          6.60            0.350        0.19          10.50     0.060
## 4076          5.70            0.250        0.26          12.50     0.049
## 4077          7.40            0.370        0.26           9.60     0.050
## 4078          5.70            0.250        0.21           1.50     0.044
## 4079          5.80            0.230        0.21           1.50     0.044
## 4080          5.40            0.265        0.28           7.80     0.052
## 4081          5.70            0.250        0.27          10.80     0.050
## 4082          5.70            0.250        0.26          12.50     0.049
## 4083          5.90            0.230        0.28           8.60     0.046
## 4084          6.20            0.300        0.32           1.20     0.052
## 4085          6.50            0.330        0.24          14.50     0.048
## 4086          7.40            0.260        0.29           3.70     0.048
## 4087          7.00            0.200        0.40           1.10     0.058
## 4088          6.50            0.210        0.42           1.10     0.059
## 4089          7.30            0.250        0.27           3.80     0.047
## 4090          6.80            0.270        0.24           4.60     0.098
## 4091          6.70            0.240        0.30          10.20     0.070
## 4092          6.40            0.140        0.28           7.90     0.057
## 4093          6.40            0.500        0.20           2.40     0.059
## 4094          6.60            0.410        0.27          10.70     0.110
## 4095          6.40            0.250        0.28           4.90     0.030
## 4096          6.60            0.410        0.27          10.70     0.110
## 4097          8.00            0.250        0.35           1.10     0.054
## 4098          6.40            0.140        0.28           7.90     0.057
## 4099          6.60            0.210        0.34           5.60     0.046
## 4100          6.40            0.500        0.20           2.40     0.059
## 4101          6.30            0.290        0.23          14.20     0.037
## 4102          6.90            0.370        0.23           9.50     0.057
## 4103          6.90            0.370        0.23           9.50     0.057
## 4104          5.70            0.310        0.28           4.10     0.030
## 4105          6.90            0.450        0.27           4.70     0.035
## 4106          6.90            0.300        0.45           1.40     0.039
## 4107          5.30            0.230        0.56           0.90     0.041
## 4109          6.70            0.280        0.42           3.50     0.035
## 4110          5.00            0.255        0.22           2.70     0.043
## 4111          7.60            0.400        0.27           1.20     0.053
## 4112          5.50            0.210        0.25           1.20     0.040
## 4113          6.00            0.200        0.25           2.00     0.041
## 4114          6.10            0.170        0.29           1.10     0.041
## 4115          7.50            0.210        0.29           1.50     0.046
## 4116          7.30            0.260        0.32           1.20     0.041
## 4117          6.20            0.350        0.20          18.10     0.069
## 4118          6.20            0.350        0.20          18.10     0.069
## 4119          6.50            0.430        0.31           3.60     0.046
## 4120          6.50            0.400        0.31           3.50     0.046
## 4121          7.40            0.280        0.50          12.10     0.049
## 4122          6.30            0.230        0.22          17.45     0.054
## 4123          6.20            0.340        0.25          12.10     0.059
## 4124          6.60            0.440        0.32           3.00     0.095
## 4125          6.00            0.130        0.36           1.60     0.052
## 4126          6.30            0.170        0.23           5.70     0.048
## 4127          6.30            0.180        0.22           5.60     0.047
## 4128          6.70            0.310        0.34           6.80     0.059
## 4129          6.60            0.330        0.32          15.60     0.054
## 4130          6.30            0.340        0.31           6.00     0.020
## 4131          6.80            0.290        0.32           1.80     0.032
## 4132          7.40            0.310        0.26           8.60     0.048
## 4133          7.40            0.310        0.26           8.60     0.048
## 4134          5.70            0.250        0.27          11.50     0.040
## 4135          6.80            0.270        0.28           7.80     0.038
## 4136          5.90            0.260        0.24           2.40     0.046
## 4138          7.40            0.310        0.26           8.60     0.048
## 4139          6.60            0.230        0.32           1.50     0.041
## 4140          6.80            0.180        0.35           5.40     0.054
## 4141          6.80            0.280        0.29          11.90     0.052
## 4142          6.80            0.280        0.29          11.90     0.052
## 4143          5.90            0.270        0.27           9.00     0.051
## 4144          6.10            0.250        0.28          10.00     0.055
## 4145          6.80            0.280        0.29          11.90     0.052
## 4146          6.80            0.260        0.29          11.90     0.052
## 4147          7.10            0.130        0.29          15.50     0.064
## 4148          6.80            0.180        0.35           5.40     0.054
## 4149          6.20            0.200        0.25          15.00     0.055
## 4150          5.80            0.240        0.28           1.40     0.038
## 4151          7.60            0.480        0.31           9.40     0.046
## 4152          7.40            0.260        0.32           3.70     0.032
## 4153          6.20            0.200        0.25          15.00     0.055
## 4154          6.10            0.300        0.47           1.40     0.049
## 4155          6.20            0.320        0.50           6.50     0.048
## 4156          6.10            0.300        0.47           1.40     0.049
## 4157          6.30            0.340        0.52           6.30     0.047
## 4158          7.40            0.160        0.30          13.70     0.056
## 4159          7.40            0.160        0.30          13.70     0.056
## 4160          7.40            0.160        0.30          13.70     0.056
## 4161          7.40            0.160        0.30          13.70     0.056
## 4162          7.40            0.160        0.30          13.70     0.056
## 4163          7.40            0.160        0.30          13.70     0.056
## 4164          7.20            0.260        0.38           1.50     0.061
## 4165          7.00            0.310        0.35           1.60     0.063
## 4166          6.60            0.220        0.35           1.40     0.050
## 4167          5.80            0.230        0.31           3.50     0.044
## 4168          6.30            0.170        0.32           1.00     0.040
## 4169          6.00            0.190        0.26           1.40     0.039
## 4170          6.70            0.210        0.34           1.50     0.035
## 4171          7.40            0.160        0.30          13.70     0.056
## 4172          6.60            0.220        0.37           1.60     0.040
## 4173          6.80            0.340        0.27           5.20     0.060
## 4175          6.30            0.240        0.22          11.90     0.050
## 4176          6.90            0.350        0.39           2.40     0.048
## 4177          6.80            0.240        0.33           3.20     0.049
## 4178          6.40            0.250        0.33           1.70     0.037
## 4179          5.80            0.190        0.33           4.20     0.038
## 4180          6.90            0.240        0.40          15.40     0.052
## 4181          6.50            0.310        0.61          13.00     0.053
## 4182          6.60            0.250        0.32           5.60     0.039
## 4183          7.50            0.380        0.56           9.70     0.055
## 4184          6.20            0.300        0.30           2.50     0.041
## 4185          6.40            0.330        0.28           4.00     0.040
## 4186          6.90            0.240        0.40          15.40     0.052
## 4187          7.60            0.270        0.32           1.20     0.043
## 4188          5.90            0.240        0.34           2.00     0.037
## 4189          5.30            0.330        0.30           1.20     0.048
## 4190          6.40            0.210        0.21           5.10     0.097
## 4191          7.00            0.220        0.30           1.40     0.040
## 4192          7.80            0.270        0.35           1.20     0.050
## 4193          6.70            0.200        0.24           6.50     0.044
## 4194          8.10            0.270        0.33           1.30     0.045
## 4195          6.70            0.200        0.24           6.50     0.044
## 4196          7.10            0.450        0.24           2.70     0.040
## 4197          5.80            0.220        0.29           1.30     0.036
## 4198          6.30            0.300        0.48           7.40     0.053
## 4199          7.90            0.360        0.53          12.90     0.049
## 4200          8.10            0.270        0.33           1.30     0.045
## 4201          8.00            0.240        0.33           1.20     0.044
## 4202          6.70            0.410        0.27           2.60     0.033
## 4203          6.70            0.240        0.31           2.30     0.044
## 4204          6.20            0.300        0.32           1.30     0.054
## 4205          6.90            0.260        0.38          10.50     0.044
## 4206          6.70            0.410        0.27           2.60     0.033
## 4207          5.90            0.320        0.20          14.40     0.050
## 4208          6.10            0.250        0.30           1.20     0.036
## 4209          5.60            0.230        0.29           3.10     0.023
## 4210          6.60            0.230        0.32           1.70     0.024
## 4211          6.00            0.170        0.21           6.00     0.050
## 4212          7.10            0.380        0.42          11.80     0.041
## 4213          6.60            0.310        0.37           6.20     0.052
## 4214          6.50            0.380        0.53           1.40     0.142
## 4215          7.00            0.440        0.24          12.10     0.056
## 4216          7.00            0.440        0.24          12.10     0.056
## 4217          7.00            0.440        0.24          12.10     0.056
## 4218          6.10            0.380        0.14           3.90     0.060
## 4219          8.00            0.330        0.32           4.60     0.041
## 4220          7.00            0.440        0.24          12.10     0.056
## 4221          6.00            0.190        0.29           1.20     0.046
## 4222          6.30            0.280        0.34           8.10     0.038
## 4223          6.10            0.380        0.14           3.90     0.060
## 4224          5.30            0.430        0.11           1.10     0.029
## 4225          5.40            0.220        0.35           6.50     0.029
## 4226          6.20            0.345        0.27          10.10     0.056
## 4227          5.60            0.255        0.57          10.70     0.056
## 4228          5.20            0.200        0.27           3.20     0.047
## 4229          6.20            0.290        0.23          12.40     0.048
## 4230          6.30            0.260        0.25           5.20     0.046
## 4231          6.00            0.220        0.23           5.00     0.045
## 4232          7.50            0.350        0.37           2.50     0.066
## 4233          6.60            0.390        0.28           9.20     0.036
## 4234          6.30            0.230        0.33           6.90     0.052
## 4235          6.30            0.220        0.30           2.00     0.050
## 4236          6.40            0.290        0.18          15.00     0.040
## 4237          6.40            0.290        0.18          15.00     0.040
## 4238          7.50            0.230        0.30           1.20     0.030
## 4239          6.40            0.290        0.18          15.00     0.040
## 4241          6.50            0.260        0.24          10.80     0.042
## 4242          6.40            0.270        0.29           3.90     0.034
## 4243          5.90            0.220        0.29           4.20     0.037
## 4244          6.80            0.260        0.26           2.00     0.019
## 4245          7.60            0.360        0.48          13.50     0.038
## 4246          7.60            0.350        0.47          13.30     0.037
## 4247          5.70            0.180        0.26           2.20     0.023
## 4248          6.60            0.360        0.47           1.40     0.145
## 4249          5.90            0.140        0.20           1.60     0.040
## 4250          5.50            0.230        0.19           2.20     0.044
## 4251          6.70            0.110        0.26          14.80     0.053
## 4252          7.00            0.240        0.24           1.80     0.047
## 4253          6.70            0.110        0.26          14.80     0.053
## 4254          5.30            0.470        0.10           1.30     0.036
## 4255          7.50            0.290        0.24           9.90     0.058
## 4256          6.00            0.330        0.26           5.10     0.051
## 4257          6.00            0.330        0.26           5.10     0.051
## 4258          5.80            0.320        0.23           1.50     0.033
## 4259          5.80            0.300        0.23           1.50     0.034
## 4261          6.20            0.360        0.22           5.25     0.038
## 4262          6.00            0.310        0.27           2.30     0.042
## 4263          6.90            0.520        0.54           7.90     0.036
## 4264          7.00            0.550        0.05           8.00     0.036
## 4265          5.80            0.200        0.16           1.40     0.042
## 4266          6.20            0.360        0.22           5.25     0.038
## 4267          6.00            0.310        0.27           2.30     0.042
## 4268          6.00            0.290        0.27           2.30     0.044
## 4269          5.70            0.220        0.29           3.50     0.040
## 4270          7.10            0.460        0.23          13.70     0.045
## 4271          6.60            0.210        0.30           9.90     0.041
## 4272          6.90            0.420        0.20          15.40     0.043
## 4273          5.70            0.220        0.20          16.00     0.044
## 4274          5.70            0.220        0.20          16.00     0.044
## 4275          5.70            0.220        0.20          16.00     0.044
## 4276          5.70            0.220        0.20          16.00     0.044
## 4277          5.20            0.310        0.20           2.40     0.027
## 4278          7.20            0.220        0.35           5.50     0.054
## 4279          5.60            0.180        0.29           2.30     0.040
## 4280          6.20            0.240        0.27          16.80     0.040
## 4281          5.70            0.220        0.20          16.00     0.044
## 4282          5.70            0.260        0.24          17.80     0.059
## 4283          5.70            0.260        0.24          17.80     0.059
## 4284          6.00            0.200        0.26           6.80     0.049
## 4285          6.00            0.200        0.26           6.80     0.049
## 4286          6.00            0.200        0.26           6.80     0.049
## 4287          6.00            0.200        0.26           6.80     0.049
## 4288          7.60            0.280        0.17           1.60     0.046
## 4289          7.00            0.200        0.33           4.70     0.030
## 4290          6.60            0.260        0.27          11.80     0.048
## 4291          5.70            0.260        0.24          17.80     0.059
## 4292          7.20            0.210        0.36          15.70     0.045
## 4293          6.90            0.220        0.32           5.80     0.041
## 4294          7.20            0.210        0.36          15.70     0.045
## 4295          7.40            0.220        0.28           9.00     0.046
## 4296          7.20            0.210        0.36          15.70     0.045
## 4297          6.90            0.220        0.32           5.80     0.041
## 4298          7.00            0.200        0.35           8.80     0.037
## 4299          5.60            0.260        0.00          10.20     0.038
## 4302          7.20            0.340        0.23           8.90     0.105
## 4303          7.10            0.390        0.39          11.10     0.034
## 4304          6.90            0.260        0.29           4.20     0.043
## 4305          6.10            0.240        0.25           1.60     0.044
## 4306          5.90            0.250        0.24           7.40     0.044
## 4307          6.10            0.240        0.27          11.50     0.050
## 4308          6.50            0.220        0.27           1.60     0.039
## 4309          6.20            0.260        0.29           2.00     0.036
## 4310          6.60            0.340        0.25           4.80     0.038
## 4311          5.60            0.225        0.24           9.80     0.054
## 4312          7.10            0.230        0.28           1.90     0.046
## 4313          6.90            0.260        0.29           4.20     0.043
## 4314          6.40            0.270        0.30           1.60     0.040
## 4315          6.30            0.410        0.22           7.30     0.035
## 4316          6.70            0.410        0.24           5.40     0.035
## 4317          7.20            0.585        0.20          10.40     0.086
## 4318          6.70            0.340        0.26           1.90     0.038
## 4319          6.30            0.410        0.22           7.30     0.035
## 4320          6.70            0.410        0.24           5.40     0.035
## 4321          6.40            0.260        0.35           7.70     0.056
## 4322          6.30            0.280        0.22          11.50     0.036
## 4323          7.40            0.160        0.33           1.20     0.042
## 4324          8.40            0.270        0.30           2.20     0.037
## 4325          5.90            0.200        0.28           1.00     0.043
## 4326          6.40            0.240        0.26           8.20     0.054
## 4327          7.40            0.380        0.34           8.30     0.052
## 4328          6.40            0.240        0.26           8.20     0.054
## 4329          6.40            0.420        0.19           9.30     0.043
## 4330          6.40            0.230        0.26           8.10     0.054
## 4331          6.40            0.240        0.26           8.20     0.054
## 4332          7.40            0.380        0.34           8.30     0.052
## 4333          7.30            0.190        0.27          13.90     0.057
## 4334          7.30            0.190        0.27          13.90     0.057
## 4335          7.30            0.190        0.27          13.90     0.057
## 4336          7.30            0.190        0.27          13.90     0.057
## 4337          7.30            0.190        0.27          13.90     0.057
## 4338          7.30            0.190        0.27          13.90     0.057
## 4339          7.30            0.190        0.27          13.90     0.057
## 4340          6.80            0.240        0.29           2.00     0.044
## 4341          7.30            0.190        0.27          13.90     0.057
## 4342          7.40            0.270        0.52          15.70     0.054
## 4343          5.70            0.280        0.35           1.20     0.052
## 4344          5.80            0.220        0.25           1.50     0.024
## 4346          7.10            0.200        0.35           3.20     0.034
## 4348          7.10            0.230        0.30           2.60     0.034
## 4349          7.60            0.310        0.52          13.20     0.042
## 4350          7.20            0.340        0.28          10.40     0.108
## 4351          7.00            0.360        0.25           5.70     0.015
## 4352          6.40            0.310        0.28           2.50     0.039
## 4353          7.30            0.280        0.35           1.60     0.054
## 4354          7.40            0.160        0.30           1.40     0.064
## 4355          6.40            0.310        0.27           7.40     0.049
## 4356          6.40            0.310        0.28           2.50     0.039
## 4357          6.20            0.290        0.29           5.60     0.046
## 4358          5.90            0.280        0.34           3.60     0.040
## 4359          6.50            0.230        0.20           7.50     0.050
## 4360          7.20            0.340        0.20           5.80     0.062
## 4361          7.30            0.280        0.35           1.60     0.054
## 4362          6.50            0.200        0.33           1.50     0.039
## 4363          6.20            0.240        0.27           2.90     0.039
## 4364          7.10            0.310        0.25          11.20     0.048
## 4365          6.40            0.290        0.21           9.65     0.041
## 4366          6.30            0.190        0.33          10.10     0.063
## 4367          5.90            0.290        0.28           3.20     0.035
## 4368          7.10            0.310        0.25          11.20     0.048
## 4369          6.50            0.300        0.28          11.45     0.041
## 4370          6.40            0.290        0.21           9.65     0.041
## 4371          6.50            0.220        0.19           4.50     0.096
## 4372          7.00            0.230        0.28           2.70     0.053
## 4373          7.10            0.230        0.23           3.50     0.038
## 4374          6.10            0.260        0.28           1.70     0.043
## 4375          6.40            0.350        0.21           2.10     0.051
## 4376          6.00            0.320        0.32           4.80     0.041
## 4377          6.10            0.340        0.21           5.00     0.042
## 4378          6.50            0.130        0.27           2.60     0.035
## 4379          6.50            0.315        0.20           6.60     0.041
## 4380          6.10            0.340        0.21           5.00     0.042
## 4381          5.70            0.310        0.29           7.30     0.050
## 4382          6.40            0.300        0.27           5.00     0.058
## 4383          7.00            0.240        0.26           1.70     0.041
## 4384          6.50            0.130        0.27           2.60     0.035
## 4385          6.40            0.260        0.21           8.20     0.050
## 4386          6.40            0.260        0.21           8.20     0.050
## 4387          6.00            0.270        0.31           5.00     0.043
## 4388          7.10            0.210        0.33           1.20     0.039
## 4389          6.70            0.260        0.29           7.10     0.036
## 4390          6.30            0.280        0.22           9.50     0.040
## 4391          6.20            0.250        0.44          15.80     0.057
## 4392          7.30            0.220        0.37          15.50     0.048
## 4393          6.20            0.250        0.44          15.80     0.057
## 4394          6.40            0.180        0.28          17.05     0.047
## 4395          6.30            0.200        0.26          12.70     0.046
## 4396          6.60            0.240        0.22          12.30     0.051
## 4397          7.40            0.270        0.26          11.80     0.053
## 4398          7.40            0.270        0.26          11.80     0.053
## 4399          7.40            0.270        0.26          11.80     0.053
## 4400          6.60            0.240        0.22          12.30     0.051
## 4401          7.40            0.270        0.26          11.80     0.053
## 4403          6.80            0.430        0.26           5.20     0.043
## 4404          5.20            0.220        0.46           6.20     0.066
## 4405          5.90            0.290        0.16           7.90     0.044
## 4406          5.90            0.290        0.16           7.90     0.044
## 4407          6.30            0.290        0.29           3.30     0.037
## 4408          6.30            0.190        0.32           2.80     0.046
## 4409          5.70            0.290        0.16           7.90     0.044
## 4410          6.30            0.290        0.29           3.30     0.037
## 4411          5.70            0.240        0.47           6.30     0.069
## 4412          5.80            0.300        0.38           4.90     0.039
## 4413          7.10            0.270        0.27          10.40     0.041
## 4414          5.80            0.300        0.38           4.90     0.039
## 4415          7.10            0.270        0.27          10.40     0.041
## 4416          6.30            0.305        0.22          16.00     0.061
## 4417          5.70            0.240        0.47           6.30     0.069
## 4418          6.20            0.220        0.28           2.20     0.040
## 4419          6.60            0.220        0.23          17.30     0.047
## 4420          6.60            0.220        0.23          17.30     0.047
## 4421          6.60            0.220        0.23          17.30     0.047
## 4422          6.60            0.220        0.23          17.30     0.047
## 4423          6.20            0.220        0.28           2.20     0.040
## 4424          6.20            0.220        0.28           2.20     0.040
## 4425          6.60            0.220        0.23          17.30     0.047
## 4426          6.10            0.220        0.50           6.60     0.045
## 4427          6.20            0.210        0.52           6.50     0.047
## 4428          6.30            0.320        0.26          12.30     0.044
## 4429          6.90            0.440        0.27           5.00     0.038
## 4430          6.10            0.310        0.34           2.80     0.042
## 4431          8.10            0.360        0.59          13.60     0.051
## 4432          6.60            0.380        0.28           2.80     0.043
## 4433          6.70            0.240        0.26           5.40     0.030
## 4434          6.90            0.560        0.26          10.90     0.060
## 4435          7.20            0.240        0.24           1.70     0.045
## 4436          6.50            0.290        0.30           9.15     0.051
## 4437          6.70            0.280        0.28           4.50     0.051
## 4438          6.50            0.290        0.30           9.15     0.051
## 4439          6.10            0.210        0.19           1.40     0.046
## 4440          7.20            0.470        0.16           5.90     0.048
## 4441          6.70            0.340        0.31          16.40     0.051
## 4442          6.60            0.270        0.25           1.20     0.033
## 4443          6.70            0.340        0.31          16.40     0.051
## 4444          7.20            0.470        0.16           5.90     0.048
## 4445          5.00            0.350        0.25           7.80     0.031
## 4446          5.00            0.350        0.25           7.80     0.031
## 4447          4.40            0.460        0.10           2.80     0.024
## 4448          6.60            0.380        0.29           2.90     0.035
## 4449          7.30            0.300        0.25           2.50     0.045
## 4450          6.40            0.280        0.22          12.80     0.039
## 4451          6.90            0.290        0.25          12.20     0.040
## 4452          6.30            0.300        0.19           7.70     0.049
## 4453          6.30            0.390        0.22           2.80     0.048
## 4454          6.60            0.380        0.29           2.90     0.035
## 4455          6.60            0.180        0.26          17.30     0.051
## 4456          6.00            0.280        0.29          19.30     0.051
## 4457          6.00            0.280        0.29          19.30     0.051
## 4458          6.00            0.280        0.29          19.30     0.051
## 4459          6.60            0.350        0.26           2.70     0.045
## 4460          5.90            0.220        0.18           6.40     0.041
## 4461          6.60            0.180        0.26          17.30     0.051
## 4462          7.70            0.280        0.24           2.40     0.044
## 4463          7.10            0.420        0.20           2.80     0.038
## 4464          6.70            0.320        0.32           1.70     0.031
## 4465          6.60            0.260        0.56          15.40     0.053
## 4466          6.60            0.260        0.56          15.40     0.053
## 4467          6.20            0.320        0.24           4.10     0.051
## 4468          6.30            0.250        0.27           6.60     0.054
## 4469          6.20            0.210        0.24           1.20     0.051
## 4470          6.40            0.230        0.27           2.10     0.042
## 4471          4.70            0.145        0.29           1.00     0.042
## 4472          6.20            0.200        0.28           1.10     0.039
## 4473          7.00            0.280        0.28           1.40     0.039
## 4475          5.70            0.250        0.22           9.80     0.049
## 4476          5.70            0.220        0.33           1.90     0.036
## 4477          6.00            0.200        0.38           1.30     0.034
## 4478          6.40            0.320        0.26           7.90     0.050
## 4479          6.40            0.320        0.26           7.90     0.050
## 4480          6.00            0.555        0.26           4.50     0.053
## 4482          6.40            0.320        0.26           7.90     0.050
## 4483          6.20            0.300        0.33           3.50     0.037
## 4484          5.80            0.280        0.18           1.20     0.058
## 4485          5.80            0.555        0.26           4.50     0.053
## 4486          6.70            0.310        0.33           2.00     0.033
## 4487          6.40            0.150        0.25           7.80     0.050
## 4488          6.40            0.130        0.28           0.90     0.045
## 4489          6.70            0.480        0.49           2.90     0.030
## 4490          6.70            0.480        0.49           2.90     0.030
## 4491          5.80            0.300        0.33           3.50     0.033
## 4492          6.10            0.280        0.23           4.20     0.038
## 4493          6.00            0.190        0.37           9.70     0.032
## 4494          6.80            0.310        0.25          10.50     0.043
## 4495          7.50            0.240        0.29           1.10     0.046
## 4496          6.80            0.230        0.39          16.10     0.053
## 4497          7.50            0.240        0.29           1.10     0.046
## 4499          6.80            0.200        0.25           6.20     0.052
## 4500          5.20            0.380        0.26           7.70     0.053
## 4501          7.80            0.270        0.33           2.40     0.053
## 4502          6.60            0.540        0.21          16.30     0.055
## 4503          7.10            0.250        0.31           2.30     0.050
## 4505          6.50            0.320        0.23           8.50     0.051
## 4506          6.40            0.280        0.23           6.00     0.051
## 4507          6.60            0.190        0.28           1.10     0.044
## 4508          5.10            0.305        0.13           1.75     0.036
## 4509          5.80            0.260        0.30           2.60     0.034
## 4510          6.70            0.230        0.17           1.30     0.061
## 4511          6.80            0.330        0.30           2.10     0.047
## 4512          6.10            0.270        0.32           1.10     0.034
## 4513          6.10            0.270        0.32           1.10     0.034
## 4514          6.80            0.400        0.29           2.80     0.044
## 4515          6.10            0.400        0.18           9.00     0.051
## 4516          7.10            0.280        0.26           2.80     0.039
## 4517          6.20            0.320        0.32           2.20     0.036
## 4518          6.80            0.170        0.17           5.10     0.049
## 4519          9.00            0.200        0.33           3.50     0.049
## 4521          5.80            0.310        0.31           7.50     0.052
## 4522          6.30            0.360        0.20           2.00     0.048
## 4523          9.00            0.200        0.33           3.50     0.049
## 4524          6.70            0.180        0.25          14.30     0.048
## 4525          6.60            0.160        0.25           9.80     0.049
## 4527          5.80            0.270        0.22          12.70     0.058
## 4528          6.80            0.170        0.17           5.10     0.049
## 4529          6.40            0.370        0.19           3.50     0.068
## 4530          7.30            0.260        0.53          12.70     0.047
## 4531          7.30            0.280        0.54          12.90     0.049
## 4532          7.30            0.280        0.54          12.90     0.049
## 4533          5.80            0.120        0.21           1.30     0.056
## 4534          6.10            0.250        0.18          10.50     0.049
## 4535          6.40            0.240        0.27           1.50     0.040
## 4536          7.30            0.260        0.53          12.70     0.047
## 4537          7.30            0.280        0.54          12.90     0.049
## 4538          8.30            0.180        0.37           1.20     0.049
## 4539          7.10            0.090        0.30           6.20     0.032
## 4540          8.30            0.140        0.36           8.80     0.026
## 4541          5.80            0.280        0.30           3.90     0.026
## 4542          6.00            0.230        0.34           1.30     0.025
## 4543          6.90            0.280        0.37           9.10     0.037
## 4544          6.90            0.280        0.37           9.10     0.037
## 4545          5.80            0.280        0.30           3.90     0.026
## 4546          6.30            0.250        0.53           1.80     0.021
## 4547          6.50            0.200        0.31           2.10     0.033
## 4548          5.90            0.290        0.32           1.40     0.022
## 4549          6.40            0.460        0.22          14.70     0.047
## 4550          6.90            0.280        0.37           9.10     0.037
## 4551          6.80            0.230        0.33           1.90     0.047
## 4552          7.00            0.230        0.32           1.80     0.048
## 4553          6.40            0.550        0.26           9.60     0.027
## 4554          5.70            0.280        0.30           3.90     0.026
## 4555          6.00            0.230        0.34           1.30     0.025
## 4556          6.80            0.450        0.30          11.80     0.094
## 4557          6.10            0.200        0.40           1.90     0.028
## 4558          6.10            0.370        0.46          12.00     0.042
## 4559          5.90            0.210        0.23           7.90     0.033
## 4560          6.90            0.220        0.32           9.30     0.040
## 4561          5.40            0.270        0.22           4.60     0.022
## 4562          6.00            0.260        0.26           2.20     0.035
## 4563          5.60            0.180        0.30          10.20     0.028
## 4564          5.60            0.260        0.27          10.60     0.030
## 4565          7.00            0.230        0.35           1.40     0.036
## 4567          8.60            0.360        0.26          11.10     0.030
## 4569          6.40            0.300        0.27           4.40     0.055
## 4570          6.20            0.200        0.32           2.80     0.050
## 4571          5.80            0.290        0.15           1.10     0.029
## 4572          5.70            0.220        0.28           1.30     0.027
## 4573          5.60            0.220        0.32           1.20     0.024
## 4574          6.80            0.320        0.23           3.30     0.026
## 4575          6.20            0.200        0.26           9.70     0.030
## 4576          6.10            0.350        0.24           2.30     0.034
## 4577          5.90            0.300        0.29           1.10     0.036
## 4578          6.30            0.150        0.34          11.40     0.050
## 4579          4.80            0.130        0.32           1.20     0.042
## 4580          6.00            0.200        0.26          14.70     0.045
## 4582          6.00            0.270        0.26           1.30     0.038
## 4584          6.40            0.230        0.37           7.90     0.050
## 4585          5.90            0.340        0.25           2.00     0.042
## 4586          5.00            0.330        0.23          11.80     0.030
## 4587          5.40            0.290        0.38           1.20     0.029
## 4588          8.00            0.330        0.35          10.00     0.035
## 4589          6.40            0.300        0.33           5.20     0.050
## 4590          5.40            0.290        0.38           1.20     0.029
## 4591          6.40            0.330        0.30           7.20     0.041
## 4593          6.70            0.450        0.30           5.30     0.036
## 4594          6.50            0.360        0.31          13.55     0.053
## 4595          5.80            0.420        0.30           2.20     0.035
## 4596          7.10            0.390        0.30           9.90     0.037
## 4597          6.70            0.530        0.29           4.30     0.069
## 4599          6.50            0.360        0.31          13.55     0.053
## 4600          6.50            0.160        0.33           1.00     0.027
## 4601          8.30            0.220        0.34           1.10     0.043
## 4602          6.90            0.230        0.35           6.90     0.030
## 4603          6.40            0.170        0.34          13.40     0.044
## 4604          5.00            0.330        0.18           4.60     0.032
## 4605          6.80            0.380        0.29           9.90     0.037
## 4606          6.50            0.290        0.32           3.00     0.036
## 4607          6.90            0.290        0.32           5.80     0.040
## 4608          6.60            0.280        0.30          12.90     0.033
## 4609          6.20            0.360        0.27           3.20     0.032
## 4610          6.00            0.615        0.04           0.80     0.032
## 4611          5.90            0.440        0.36           2.50     0.030
## 4612          5.90            0.420        0.36           2.40     0.034
## 4613          5.80            0.340        0.21           7.20     0.041
## 4614          5.80            0.270        0.20           7.30     0.040
## 4615          7.10            0.330        0.18           6.30     0.094
## 4616          6.10            0.440        0.28           4.25     0.032
## 4617          7.30            0.280        0.37           1.20     0.039
## 4618          5.20            0.500        0.18           2.00     0.036
## 4619          6.10            0.440        0.28           4.25     0.032
## 4620          6.40            0.620        0.12           4.70     0.060
## 4621          6.40            0.380        0.19           4.50     0.038
## 4622          7.50            0.305        0.38           1.40     0.047
## 4623          6.50            0.500        0.22           4.10     0.036
## 4624          6.60            0.400        0.30           5.30     0.038
## 4625          6.40            0.400        0.25           4.20     0.032
## 4626          8.30            0.490        0.23           6.65     0.034
## 4628          6.10            0.190        0.37           2.60     0.041
## 4629          6.10            0.190        0.37           2.60     0.041
## 4630          5.60            0.240        0.34           2.00     0.041
## 4631          5.70            0.250        0.32          12.20     0.041
## 4632          6.60            0.210        0.39           2.30     0.041
## 4634          6.20            0.280        0.41           5.00     0.043
## 4635          5.80            0.290        0.38          10.70     0.038
## 4636          5.80            0.345        0.15          10.80     0.033
## 4637          6.50            0.510        0.25           1.70     0.048
## 4638          6.00            0.240        0.41           1.30     0.036
## 4639          6.50            0.510        0.25           1.70     0.048
## 4640          6.90            0.540        0.26          12.70     0.049
## 4641          6.00            0.240        0.41           1.30     0.036
## 4642          6.60            0.260        0.36           1.20     0.035
## 4643          5.70            0.240        0.30           1.30     0.030
## 4644          6.50            0.210        0.35           5.70     0.043
## 4645          6.80            0.290        0.22           3.40     0.035
## 4646          5.00            0.240        0.34           1.10     0.034
## 4647          5.90            0.180        0.28           1.00     0.037
## 4648          5.80            0.260        0.29           1.00     0.042
## 4650          5.70            0.695        0.06           6.80     0.042
## 4651          5.60            0.695        0.06           6.80     0.042
## 4652          5.70            0.390        0.25           4.90     0.033
## 4653          6.10            0.380        0.47           1.40     0.051
## 4654          6.30            0.360        0.28           2.50     0.035
## 4655          6.00            0.290        0.41          10.80     0.048
## 4656          6.00            0.290        0.41          10.80     0.048
## 4657          6.00            0.290        0.41          10.80     0.048
## 4658          6.00            0.290        0.41          10.80     0.048
## 4659          7.10            0.430        0.25           2.80     0.036
## 4660          6.60            0.250        0.25           1.30     0.040
## 4661          6.60            0.330        0.41           2.00     0.027
## 4662          8.00            0.230        0.41           1.10     0.048
## 4663          7.30            0.170        0.36           8.20     0.028
## 4664          6.00            0.170        0.33           6.00     0.036
## 4665          6.10            0.160        0.34           6.10     0.034
## 4666          7.30            0.170        0.36           8.20     0.028
## 4667          6.40            0.310        0.53           8.80     0.057
## 4668          6.10            0.160        0.34           6.10     0.034
## 4669          6.00            0.170        0.33           6.00     0.036
## 4670          5.90            0.440        0.33           1.20     0.049
## 4671          6.60            0.285        0.49          11.40     0.035
## 4672          4.90            0.335        0.14           1.30     0.036
## 4673          4.90            0.335        0.14           1.30     0.036
## 4674          6.00            0.280        0.52           6.20     0.028
## 4675          5.80            0.350        0.29           3.20     0.034
## 4676          5.70            0.210        0.37           4.50     0.040
## 4677          6.50            0.250        0.32           9.90     0.045
## 4678          6.00            0.280        0.52           6.20     0.028
## 4679          6.60            0.285        0.49          11.40     0.035
## 4680          4.70            0.335        0.14           1.30     0.036
## 4681          6.80            0.630        0.04           1.30     0.058
## 4682          5.60            0.270        0.37           0.90     0.025
## 4683          6.80            0.320        0.33           0.70     0.027
## 4684          6.50            0.330        0.32           1.00     0.041
## 4685          6.00            0.240        0.34           1.00     0.036
## 4686          7.20            0.260        0.32          10.40     0.062
## 4687          6.80            0.630        0.04           1.30     0.058
## 4688          6.70            0.160        0.32          12.50     0.035
## 4689          6.70            0.160        0.32          12.50     0.035
## 4690          6.70            0.160        0.32          12.50     0.035
## 4691          6.70            0.160        0.32          12.50     0.035
## 4692          6.90            0.190        0.31          19.25     0.043
## 4693          6.00            0.360        0.32           1.10     0.053
## 4694          6.70            0.160        0.32          12.50     0.035
## 4695          6.90            0.190        0.31          19.25     0.043
## 4696          6.70            0.350        0.32           9.00     0.032
## 4698          6.70            0.350        0.32           9.00     0.032
## 4700          6.80            0.300        0.33          12.80     0.041
## 4701          6.80            0.300        0.33          12.80     0.041
## 4702          6.40            0.690        0.09           7.60     0.044
## 4703          6.40            0.690        0.09           7.60     0.044
## 4704          5.90            0.120        0.28           1.40     0.037
## 4705          6.30            0.360        0.50           8.30     0.053
## 4706          5.70            0.270        0.16           9.00     0.053
## 4707          6.10            0.220        0.40           1.85     0.031
## 4708          5.60            0.205        0.16          12.55     0.051
## 4709          7.20            0.330        0.28           1.40     0.034
## 4710          5.90            0.210        0.31           1.80     0.033
## 4711          5.40            0.330        0.31           4.00     0.030
## 4712          5.40            0.205        0.16          12.55     0.051
## 4713          5.70            0.270        0.16           9.00     0.053
## 4714          6.40            0.280        0.28           3.00     0.040
## 4715          6.10            0.220        0.40           1.85     0.031
## 4716          6.70            0.150        0.32           7.90     0.034
## 4717          5.50            0.315        0.38           2.60     0.033
## 4718          4.80            0.225        0.38           1.20     0.074
## 4719          5.20            0.240        0.15           7.10     0.043
## 4720          6.70            0.150        0.32           7.90     0.034
## 4721          6.60            0.270        0.32           1.30     0.044
## 4722          6.10            0.320        0.33          10.70     0.036
## 4723          6.00            0.250        0.28           7.70     0.053
## 4724          6.40            0.420        0.46           8.40     0.050
## 4725          6.10            0.320        0.33          10.70     0.036
## 4726          6.90            0.310        0.33          12.70     0.038
## 4727          6.30            0.480        0.48           1.80     0.035
## 4728          6.00            0.250        0.28           7.70     0.053
## 4729          7.20            0.210        0.31          10.50     0.035
## 4730          6.80            0.320        0.43           1.60     0.050
## 4731          7.90            0.300        0.60           1.85     0.048
## 4732          5.30            0.310        0.38          10.50     0.031
## 4733          5.30            0.310        0.38          10.50     0.031
## 4734          5.20            0.185        0.22           1.00     0.030
## 4735          5.50            0.160        0.31           1.20     0.026
## 4736          6.00            0.170        0.36           1.70     0.042
## 4737          6.00            0.160        0.36           1.60     0.042
## 4738          6.10            0.240        0.32           9.00     0.031
## 4739          5.50            0.300        0.25           1.90     0.029
## 4740          5.50            0.160        0.31           1.20     0.026
## 4741          6.00            0.320        0.46           1.50     0.050
## 4742          6.10            0.270        0.31           3.90     0.034
## 4743          6.00            0.270        0.32           3.60     0.035
## 4744          6.00            0.140        0.37           1.20     0.032
## 4745          5.00            0.240        0.19           5.00     0.043
## 4747          6.30            0.230        0.50          10.40     0.043
## 4748          5.60            0.260        0.50          11.40     0.029
## 4749          6.10            0.340        0.24          18.35     0.050
## 4750          6.20            0.350        0.25          18.40     0.051
## 4751          6.00            0.140        0.37           1.20     0.032
## 4752          7.30            0.360        0.62           7.10     0.033
## 4753          5.10            0.250        0.36           1.30     0.035
## 4754          5.50            0.160        0.26           1.50     0.032
## 4755          6.40            0.190        0.35          10.20     0.043
## 4756          6.60            0.290        0.73           2.20     0.027
## 4757          6.00            0.380        0.26           3.50     0.035
## 4758          6.00            0.380        0.26           3.50     0.035
## 4759          6.50            0.200        0.35           3.90     0.040
## 4760          6.60            0.170        0.26           7.40     0.052
## 4761          6.60            0.170        0.26           7.40     0.052
## 4762          6.20            0.150        0.27          11.00     0.035
## 4763          5.90            0.480        0.30           1.50     0.037
## 4764          5.30            0.400        0.25           3.90     0.031
## 4765          5.90            0.260        0.29           5.40     0.046
## 4766          5.20            0.300        0.34           1.50     0.038
## 4767          6.40            0.320        0.25           5.00     0.055
## 4768          6.60            0.190        0.25           1.20     0.052
## 4769          6.80            0.270        0.30          13.00     0.047
## 4770          6.80            0.270        0.30          13.00     0.047
## 4771          6.80            0.270        0.30          13.00     0.047
## 4772          6.80            0.270        0.30          13.00     0.047
## 4773          6.40            0.280        0.45           8.60     0.057
## 4774          5.20            0.210        0.31           1.70     0.048
## 4775          7.10            0.240        0.34           1.20     0.045
## 4776          5.00            0.270        0.40           1.20     0.076
## 4777          5.80            0.270        0.40           1.20     0.076
## 4778          5.90            0.270        0.32           2.00     0.034
## 4779          5.80            0.315        0.19          19.40     0.031
## 4780          6.00            0.590        0.00           0.80     0.037
## 4781          5.80            0.300        0.09           6.30     0.042
## 4782          5.60            0.300        0.10           6.40     0.043
## 4783          6.70            0.300        0.50          12.10     0.045
## 4784          6.70            0.300        0.50          12.10     0.045
## 4785          6.40            0.310        0.31          12.90     0.045
## 4786          6.90            0.250        0.29           2.40     0.038
## 4787          4.40            0.320        0.39           4.30     0.030
## 4788          3.90            0.225        0.40           4.20     0.030
## 4789          6.40            0.310        0.31          12.90     0.045
## 4790          5.50            0.620        0.33           1.70     0.037
## 4791          6.20            0.300        0.42           2.20     0.036
## 4792          6.70            0.300        0.50          12.10     0.045
## 4796          6.40            0.105        0.29           1.10     0.035
## 4797          6.40            0.105        0.29           1.10     0.035
## 4798          5.70            0.330        0.32           1.40     0.043
## 4799          5.90            0.320        0.19          14.50     0.042
## 4800          6.20            0.260        0.20           8.00     0.047
## 4801          6.00            0.200        0.33           1.10     0.039
## 4802          6.40            0.105        0.29           1.10     0.035
## 4803          5.80            0.280        0.34           2.20     0.037
## 4804          6.40            0.310        0.50           5.80     0.038
## 4805          6.00            0.350        0.46           0.90     0.033
## 4806          5.10            0.260        0.34           6.40     0.034
## 4807          6.60            0.280        0.09          10.90     0.051
## 4808          6.00            0.170        0.30           7.30     0.039
## 4809          7.30            0.350        0.67           8.30     0.053
## 4810          6.00            0.260        0.24           1.30     0.053
## 4811          5.40            0.375        0.40           3.30     0.054
## 4812          7.00            0.170        0.42           1.00     0.075
## 4813          5.10            0.260        0.33           1.10     0.027
## 4815          5.70            0.400        0.35           5.10     0.026
## 4817          6.10            0.410        0.20          12.60     0.032
## 4818          5.80            0.385        0.25           3.70     0.031
## 4820          5.70            0.400        0.35           5.10     0.026
## 4822          7.00            0.240        0.47           1.30     0.043
## 4823          6.80            0.230        0.48           1.50     0.036
## 4824          6.50            0.280        0.34           4.60     0.054
## 4825          6.40            0.230        0.35          10.30     0.042
## 4826          6.00            0.340        0.29           6.10     0.046
## 4827          6.00            0.340        0.29           6.10     0.046
## 4828          6.70            0.220        0.33           1.20     0.036
## 4829          6.40            0.230        0.35          10.30     0.042
## 4830          6.00            0.320        0.33           9.90     0.032
## 4831          5.80            0.290        0.27           1.60     0.062
## 4832          5.80            0.380        0.26           1.10     0.058
## 4833          5.90            0.320        0.26           1.50     0.057
## 4834          5.60            0.330        0.28           1.20     0.031
## 4835          5.90            0.370        0.30           1.50     0.033
## 4836          5.60            0.295        0.26           1.10     0.035
## 4837          6.70            0.500        0.36          11.50     0.096
## 4838          6.50            0.280        0.38           7.80     0.031
## 4839          5.30            0.275        0.24           7.40     0.038
## 4840          5.20            0.405        0.15           1.45     0.038
## 4841          6.80            0.340        0.36           8.90     0.029
## 4843          6.20            0.280        0.57           1.00     0.043
## 4844          5.60            0.340        0.25           2.50     0.046
## 4845          4.80            0.290        0.23           1.10     0.044
## 4846          6.60            0.380        0.29           2.40     0.136
## 4847          5.10            0.300        0.30           2.30     0.048
## 4848          4.40            0.540        0.09           5.10     0.038
## 4849          7.00            0.360        0.35           2.50     0.048
## 4850          6.40            0.330        0.44           8.90     0.055
## 4851          7.00            0.360        0.35           2.50     0.048
## 4852          6.40            0.330        0.44           8.90     0.055
## 4853          6.20            0.230        0.38           1.60     0.044
## 4854          5.20            0.250        0.23           1.40     0.047
## 4855          6.20            0.350        0.29           3.90     0.041
## 4856          7.10            0.230        0.39          13.70     0.058
## 4857          7.10            0.230        0.39          13.70     0.058
## 4858          7.50            0.380        0.33           9.20     0.043
## 4859          6.40            0.350        0.51           7.80     0.055
## 4860          6.00            0.430        0.34           7.60     0.045
## 4861          6.00            0.520        0.33           7.70     0.046
## 4862          5.50            0.310        0.29           3.00     0.027
## 4863          5.90            0.220        0.30           1.30     0.052
## 4864          6.20            0.360        0.32           4.00     0.036
## 4865          6.00            0.410        0.23           1.10     0.066
## 4866          6.20            0.355        0.35           2.00     0.046
## 4867          5.70            0.410        0.21           1.90     0.048
## 4868          5.30            0.600        0.34           1.40     0.031
## 4869          5.80            0.230        0.31           4.50     0.046
## 4870          6.60            0.240        0.33          10.10     0.032
## 4871          6.10            0.320        0.28           6.60     0.021
## 4872          5.00            0.200        0.40           1.90     0.015
## 4873          6.00            0.420        0.41          12.40     0.032
## 4874          5.70            0.210        0.32           1.60     0.030
## 4875          5.60            0.200        0.36           2.50     0.048
## 4876          7.40            0.220        0.26           1.20     0.035
## 4877          6.20            0.380        0.42           2.50     0.038
## 4878          5.90            0.540        0.00           0.80     0.032
## 4879          6.20            0.530        0.02           0.90     0.035
## 4880          6.60            0.340        0.40           8.10     0.046
## 4881          6.60            0.340        0.40           8.10     0.046
## 4882          5.00            0.235        0.27          11.75     0.030
## 4883          5.50            0.320        0.13           1.30     0.037
## 4884          4.90            0.470        0.17           1.90     0.035
## 4885          6.50            0.330        0.38           8.30     0.048
## 4886          6.60            0.340        0.40           8.10     0.046
## 4888          6.20            0.410        0.22           1.90     0.023
## 4889          6.80            0.220        0.36           1.20     0.052
## 4890          4.90            0.235        0.27          11.75     0.030
## 4891          6.10            0.340        0.29           2.20     0.036
## 4892          5.70            0.210        0.32           0.90     0.038
## 4893          6.50            0.230        0.38           1.30     0.032
## 4894          6.20            0.210        0.29           1.60     0.039
## 4895          6.60            0.320        0.36           8.00     0.047
## 4896          6.50            0.240        0.19           1.20     0.041
## 4897          5.50            0.290        0.30           1.10     0.022
## 4898          6.00            0.210        0.38           0.80     0.020
## 4899          7.40            0.700        0.00           1.90     0.076
## 4900          7.80            0.880        0.00           2.60     0.098
## 4901          7.80            0.760        0.04           2.30     0.092
## 4902         11.20            0.280        0.56           1.90     0.075
## 4903          7.40            0.700        0.00           1.90     0.076
## 4904          7.40            0.660        0.00           1.80     0.075
## 4905          7.90            0.600        0.06           1.60     0.069
## 4906          7.30            0.650        0.00           1.20     0.065
## 4907          7.80            0.580        0.02           2.00     0.073
## 4908          7.50            0.500        0.36           6.10     0.071
## 4909          6.70            0.580        0.08           1.80     0.097
## 4910          7.50            0.500        0.36           6.10     0.071
## 4911          5.60            0.615        0.00           1.60     0.089
## 4915          8.50            0.280        0.56           1.80     0.092
## 4917          7.40            0.590        0.08           4.40     0.086
## 4919          8.90            0.220        0.48           1.80     0.077
## 4920          7.60            0.390        0.31           2.30     0.082
## 4921          7.90            0.430        0.21           1.60     0.106
## 4922          8.50            0.490        0.11           2.30     0.084
## 4923          6.90            0.400        0.14           2.40     0.085
## 4924          6.30            0.390        0.16           1.40     0.080
## 4925          7.60            0.410        0.24           1.80     0.080
## 4926          7.90            0.430        0.21           1.60     0.106
## 4927          7.10            0.710        0.00           1.90     0.080
## 4928          7.80            0.645        0.00           2.00     0.082
## 4929          6.70            0.675        0.07           2.40     0.089
## 4930          6.90            0.685        0.00           2.50     0.105
## 4931          8.30            0.655        0.12           2.30     0.083
## 4932          6.90            0.605        0.12          10.70     0.073
## 4933          5.20            0.320        0.25           1.80     0.103
## 4934          7.80            0.645        0.00           5.50     0.086
## 4935          7.80            0.600        0.14           2.40     0.086
## 4936          8.10            0.380        0.28           2.10     0.066
## 4938          7.30            0.450        0.36           5.90     0.074
## 4939          7.30            0.450        0.36           5.90     0.074
## 4940          8.80            0.610        0.30           2.80     0.088
## 4943          6.80            0.670        0.02           1.80     0.050
## 4946          8.70            0.290        0.52           1.60     0.113
## 4947          6.40            0.400        0.23           1.60     0.066
## 4948          5.60            0.310        0.37           1.40     0.074
## 4949          8.80            0.660        0.26           1.70     0.074
## 4950          6.60            0.520        0.04           2.20     0.069
## 4951          6.60            0.500        0.04           2.10     0.068
## 4952          8.60            0.380        0.36           3.00     0.081
## 4953          7.60            0.510        0.15           2.80     0.110
## 4954          7.70            0.620        0.04           3.80     0.084
## 4955         10.20            0.420        0.57           3.40     0.070
## 4956          7.50            0.630        0.12           5.10     0.111
## 4957          7.80            0.590        0.18           2.30     0.076
## 4958          7.30            0.390        0.31           2.40     0.074
## 4959          8.80            0.400        0.40           2.20     0.079
## 4960          7.70            0.690        0.49           1.80     0.115
## 4961          7.50            0.520        0.16           1.90     0.085
## 4962          7.00            0.735        0.05           2.00     0.081
## 4963          7.20            0.725        0.05           4.65     0.086
## 4964          7.20            0.725        0.05           4.65     0.086
## 4965          7.50            0.520        0.11           1.50     0.079
## 4966          6.60            0.705        0.07           1.60     0.076
## 4967          9.30            0.320        0.57           2.00     0.074
## 4968          8.00            0.705        0.05           1.90     0.074
## 4969          7.70            0.630        0.08           1.90     0.076
## 4970          7.70            0.670        0.23           2.10     0.088
## 4971          7.70            0.690        0.22           1.90     0.084
## 4972          8.30            0.675        0.26           2.10     0.084
## 4973          9.70            0.320        0.54           2.50     0.094
## 4974          8.80            0.410        0.64           2.20     0.093
## 4975          8.80            0.410        0.64           2.20     0.093
## 4976          6.80            0.785        0.00           2.40     0.104
## 4977          6.70            0.750        0.12           2.00     0.086
## 4979          6.20            0.450        0.20           1.60     0.069
## 4981          7.40            0.500        0.47           2.00     0.086
## 4983          6.30            0.300        0.48           1.80     0.069
## 4984          6.90            0.550        0.15           2.20     0.076
## 4986          7.70            0.490        0.26           1.90     0.062
## 4988          7.00            0.620        0.08           1.80     0.076
## 4989          7.90            0.520        0.26           1.90     0.079
## 4992          7.70            0.490        0.26           1.90     0.062
## 4995          6.80            0.775        0.00           3.00     0.102
## 4996          7.00            0.500        0.25           2.00     0.070
## 4997          7.60            0.900        0.06           2.50     0.079
## 4998          8.10            0.545        0.18           1.90     0.080
## 4999          8.30            0.610        0.30           2.10     0.084
## 5000          7.80            0.500        0.30           1.90     0.075
## 5001          8.10            0.545        0.18           1.90     0.080
## 5002          8.10            0.575        0.22           2.10     0.077
## 5003          7.20            0.490        0.24           2.20     0.070
## 5004          8.10            0.575        0.22           2.10     0.077
## 5006          6.20            0.630        0.31           1.70     0.088
## 5007          8.00            0.330        0.53           2.50     0.091
## 5009          7.80            0.560        0.19           1.80     0.104
## 5010          8.40            0.620        0.09           2.20     0.084
## 5011          8.40            0.600        0.10           2.20     0.085
## 5012         10.10            0.310        0.44           2.30     0.080
## 5013          7.80            0.560        0.19           1.80     0.104
## 5014          9.40            0.400        0.31           2.20     0.090
## 5015          8.30            0.540        0.28           1.90     0.077
## 5016          7.80            0.560        0.12           2.00     0.082
## 5017          8.80            0.550        0.04           2.20     0.119
## 5018          7.00            0.690        0.08           1.80     0.097
## 5020          8.80            0.550        0.04           2.20     0.119
## 5021          7.30            0.695        0.00           2.50     0.075
## 5022          8.00            0.710        0.00           2.60     0.080
## 5023          7.80            0.500        0.17           1.60     0.082
## 5024          9.00            0.620        0.04           1.90     0.146
## 5027          8.00            0.590        0.16           1.80     0.065
## 5028          6.10            0.380        0.15           1.80     0.072
## 5029          8.00            0.745        0.56           2.00     0.118
## 5032          6.60            0.500        0.01           1.50     0.060
## 5034          8.40            0.745        0.11           1.90     0.090
## 5035          8.30            0.715        0.15           1.80     0.089
## 5036          7.20            0.415        0.36           2.00     0.081
## 5037          7.80            0.560        0.19           2.10     0.081
## 5038          7.80            0.560        0.19           2.00     0.081
## 5039          8.40            0.745        0.11           1.90     0.090
## 5040          8.30            0.715        0.15           1.80     0.089
## 5042          6.30            0.390        0.08           1.70     0.066
## 5044          8.10            0.670        0.55           1.80     0.117
## 5045          5.80            0.680        0.02           1.80     0.087
## 5047          6.90            0.490        0.10           2.30     0.074
## 5048          8.20            0.400        0.44           2.80     0.089
## 5049          7.30            0.330        0.47           2.10     0.077
## 5051          7.50            0.600        0.03           1.80     0.095
## 5052          7.50            0.600        0.03           1.80     0.095
## 5053          7.10            0.430        0.42           5.50     0.070
## 5054          7.10            0.430        0.42           5.50     0.071
## 5055          7.10            0.430        0.42           5.50     0.070
## 5056          7.10            0.430        0.42           5.50     0.071
## 5057          7.10            0.680        0.00           2.20     0.073
## 5058          6.80            0.600        0.18           1.90     0.079
## 5059          7.60            0.950        0.03           2.00     0.090
## 5061          7.80            0.530        0.04           1.70     0.076
## 5062          7.40            0.600        0.26           7.30     0.070
## 5063          7.30            0.590        0.26           7.20     0.070
## 5064          7.80            0.630        0.48           1.70     0.100
## 5065          6.80            0.640        0.10           2.10     0.085
## 5066          7.30            0.550        0.03           1.60     0.072
## 5067          6.80            0.630        0.07           2.10     0.089
## 5070          8.00            0.420        0.17           2.00     0.073
## 5071          8.00            0.420        0.17           2.00     0.073
## 5072          7.40            0.620        0.05           1.90     0.068
## 5073          7.30            0.380        0.21           2.00     0.080
## 5074          6.90            0.500        0.04           1.50     0.085
## 5075          7.30            0.380        0.21           2.00     0.080
## 5076          7.50            0.520        0.42           2.30     0.087
## 5077          7.00            0.805        0.00           2.50     0.068
## 5078          8.80            0.610        0.14           2.40     0.067
## 5079          8.80            0.610        0.14           2.40     0.067
## 5081          7.20            0.730        0.02           2.50     0.076
## 5082          6.80            0.610        0.20           1.80     0.077
## 5083          6.70            0.620        0.21           1.90     0.079
## 5084          8.90            0.310        0.57           2.00     0.111
## 5085          7.40            0.390        0.48           2.00     0.082
## 5086          7.70            0.705        0.10           2.60     0.084
## 5087          7.90            0.500        0.33           2.00     0.084
## 5088          7.90            0.490        0.32           1.90     0.082
## 5089          8.20            0.500        0.35           2.90     0.077
## 5090          6.40            0.370        0.25           1.90     0.074
## 5091          6.80            0.630        0.12           3.80     0.099
## 5092          7.60            0.550        0.21           2.20     0.071
## 5093          7.60            0.550        0.21           2.20     0.071
## 5094          7.80            0.590        0.33           2.00     0.074
## 5095          7.30            0.580        0.30           2.40     0.074
## 5099          9.60            0.320        0.47           1.40     0.056
## 5100          8.80            0.370        0.48           2.10     0.097
## 5101          6.80            0.500        0.11           1.50     0.075
## 5102          7.00            0.420        0.35           1.60     0.088
## 5103          7.00            0.430        0.36           1.60     0.089
## 5106          7.80            0.570        0.31           1.80     0.069
## 5107          7.80            0.440        0.28           2.70     0.100
## 5108         11.00            0.300        0.58           2.10     0.054
## 5109          9.70            0.530        0.60           2.00     0.039
## 5110          8.00            0.725        0.24           2.80     0.083
## 5112          8.20            0.570        0.26           2.20     0.060
## 5113          7.80            0.735        0.08           2.40     0.092
## 5114          7.00            0.490        0.49           5.60     0.060
## 5115          8.70            0.625        0.16           2.00     0.101
## 5116          8.10            0.725        0.22           2.20     0.072
## 5117          7.50            0.490        0.19           1.90     0.076
## 5118          7.80            0.530        0.33           2.40     0.080
## 5119          7.80            0.340        0.37           2.00     0.082
## 5120          7.40            0.530        0.26           2.00     0.101
## 5121          6.80            0.610        0.04           1.50     0.057
## 5122          8.60            0.645        0.25           2.00     0.083
## 5123          8.40            0.635        0.36           2.00     0.089
## 5124          7.70            0.430        0.25           2.60     0.073
## 5126          9.00            0.820        0.14           2.60     0.089
## 5127          7.70            0.430        0.25           2.60     0.073
## 5128          6.90            0.520        0.25           2.60     0.081
## 5129          5.20            0.480        0.04           1.60     0.054
## 5130          8.00            0.380        0.06           1.80     0.078
## 5131          8.50            0.370        0.20           2.80     0.090
## 5132          6.90            0.520        0.25           2.60     0.081
## 5134          7.20            0.630        0.00           1.90     0.097
## 5135          7.20            0.630        0.00           1.90     0.097
## 5136          7.20            0.645        0.00           1.90     0.097
## 5137          7.20            0.630        0.00           1.90     0.097
## 5140         12.00            0.380        0.56           2.10     0.093
## 5141          7.70            0.580        0.10           1.80     0.102
## 5144          7.30            0.660        0.00           2.00     0.084
## 5145          7.10            0.680        0.07           1.90     0.075
## 5146          8.20            0.600        0.17           2.30     0.072
## 5147          7.70            0.530        0.06           1.70     0.074
## 5148          7.30            0.660        0.00           2.00     0.084
## 5149         10.80            0.320        0.44           1.60     0.063
## 5150          7.10            0.600        0.00           1.80     0.074
## 5151         11.10            0.350        0.48           3.10     0.090
## 5152          7.70            0.775        0.42           1.90     0.092
## 5153          7.10            0.600        0.00           1.80     0.074
## 5154          8.00            0.570        0.23           3.20     0.073
## 5155          9.40            0.340        0.37           2.20     0.075
## 5156          6.60            0.695        0.00           2.10     0.075
## 5158         10.00            0.310        0.47           2.60     0.085
## 5159          7.90            0.330        0.23           1.70     0.077
## 5161          8.00            0.520        0.03           1.70     0.070
## 5162          7.90            0.370        0.23           1.80     0.077
## 5165          8.10            0.870        0.00           3.30     0.096
## 5167          6.90            0.540        0.04           3.00     0.077
## 5169          7.90            0.545        0.06           4.00     0.087
## 5171         10.90            0.370        0.58           4.00     0.071
## 5172          8.40            0.715        0.20           2.40     0.076
## 5173          7.50            0.650        0.18           7.00     0.088
## 5174          7.90            0.545        0.06           4.00     0.087
## 5175          6.90            0.540        0.04           3.00     0.077
## 5177         10.30            0.320        0.45           6.40     0.073
## 5178          8.90            0.400        0.32           5.60     0.087
## 5181          7.60            0.520        0.12           3.00     0.067
## 5182          8.90            0.400        0.32           5.60     0.087
## 5183          9.90            0.590        0.07           3.40     0.102
## 5184          9.90            0.590        0.07           3.40     0.102
## 5185         12.00            0.450        0.55           2.00     0.073
## 5186          7.50            0.400        0.12           3.00     0.092
## 5187          8.70            0.520        0.09           2.50     0.091
## 5188         11.60            0.420        0.53           3.30     0.105
## 5189          8.70            0.520        0.09           2.50     0.091
## 5191         10.40            0.550        0.23           2.70     0.091
## 5192          6.90            0.360        0.25           2.40     0.098
## 5194         10.80            0.500        0.46           2.50     0.073
## 5195         10.60            0.830        0.37           2.60     0.086
## 5196          7.10            0.630        0.06           2.00     0.083
## 5197          7.20            0.650        0.02           2.30     0.094
## 5198          6.90            0.670        0.06           2.10     0.080
## 5199          7.50            0.530        0.06           2.60     0.086
## 5200         11.10            0.180        0.48           1.50     0.068
## 5201          8.30            0.705        0.12           2.60     0.092
## 5203          8.40            0.650        0.60           2.10     0.112
## 5204         10.30            0.530        0.48           2.50     0.063
## 5205          7.60            0.620        0.32           2.20     0.082
## 5208          7.40            0.290        0.38           1.70     0.062
## 5209         10.30            0.530        0.48           2.50     0.063
## 5210          7.90            0.530        0.24           2.00     0.072
## 5211          9.00            0.460        0.31           2.80     0.093
## 5212          8.60            0.470        0.30           3.00     0.076
## 5213          7.40            0.360        0.29           2.60     0.087
## 5214          7.10            0.350        0.29           2.50     0.096
## 5215          9.60            0.560        0.23           3.40     0.102
## 5216          9.60            0.770        0.12           2.90     0.082
## 5217          9.80            0.660        0.39           3.20     0.083
## 5218          9.60            0.770        0.12           2.90     0.082
## 5219          9.80            0.660        0.39           3.20     0.083
## 5220          9.30            0.610        0.26           3.40     0.090
## 5221          7.80            0.620        0.05           2.30     0.079
## 5222         10.30            0.590        0.42           2.80     0.090
## 5223         10.00            0.490        0.20          11.00     0.071
## 5224         10.00            0.490        0.20          11.00     0.071
## 5225         11.60            0.530        0.66           3.65     0.121
## 5226         10.30            0.440        0.50           4.50     0.107
## 5228         10.70            0.460        0.39           2.00     0.061
## 5231          8.00            0.580        0.28           3.20     0.066
## 5232          8.40            0.560        0.08           2.10     0.105
## 5233          7.90            0.650        0.01           2.50     0.078
## 5235          8.90            0.430        0.45           1.90     0.052
## 5236          7.80            0.430        0.32           2.80     0.080
## 5240         10.60            0.420        0.48           2.70     0.065
## 5241         10.90            0.390        0.47           1.80     0.118
## 5242         10.90            0.390        0.47           1.80     0.118
## 5243         11.90            0.570        0.50           2.60     0.082
## 5244          7.00            0.685        0.00           1.90     0.067
## 5245          6.60            0.815        0.02           2.70     0.072
## 5247          9.60            0.560        0.31           2.80     0.089
## 5248          9.10            0.785        0.00           2.60     0.093
## 5249         10.70            0.670        0.22           2.70     0.107
## 5250          9.10            0.795        0.00           2.60     0.096
## 5251          7.70            0.665        0.00           2.40     0.090
## 5253          6.10            0.210        0.40           1.40     0.066
## 5255         11.50            0.410        0.52           3.00     0.080
## 5256         10.50            0.420        0.66           2.95     0.116
## 5257         11.90            0.430        0.66           3.10     0.109
## 5259          8.20            0.700        0.23           2.00     0.099
## 5260          8.60            0.450        0.31           2.60     0.086
## 5264         10.00            0.420        0.50           3.40     0.107
## 5266         10.40            0.575        0.61           2.60     0.076
## 5267         10.30            0.340        0.52           2.80     0.159
## 5269          6.90            0.765        0.02           2.30     0.063
## 5270          7.90            0.240        0.40           1.60     0.056
## 5271          9.10            0.280        0.48           1.80     0.067
## 5272          7.40            0.550        0.22           2.20     0.106
## 5278          8.30            0.420        0.38           2.50     0.094
## 5279          8.30            0.260        0.42           2.00     0.080
## 5281          8.30            0.260        0.42           2.00     0.080
## 5282          8.30            0.260        0.42           2.00     0.080
## 5283          7.70            0.510        0.28           2.10     0.087
## 5284          7.40            0.630        0.07           2.40     0.090
## 5285          7.80            0.540        0.26           2.00     0.088
## 5286          8.30            0.660        0.15           1.90     0.079
## 5287          7.80            0.460        0.26           1.90     0.088
## 5288          9.60            0.380        0.31           2.50     0.096
## 5291          9.50            0.370        0.52           2.00     0.082
## 5292          8.40            0.665        0.61           2.00     0.112
## 5296         11.50            0.590        0.59           2.60     0.087
## 5297         11.50            0.590        0.59           2.60     0.087
## 5298          8.70            0.765        0.22           2.30     0.064
## 5300          7.70            0.260        0.30           1.70     0.059
## 5301         12.20            0.480        0.54           2.60     0.085
## 5302         11.40            0.600        0.49           2.70     0.085
## 5303          7.70            0.690        0.05           2.70     0.075
## 5304          8.70            0.310        0.46           1.40     0.059
## 5305          9.80            0.440        0.47           2.50     0.063
## 5306         12.00            0.390        0.66           3.00     0.093
## 5309          9.00            0.430        0.34           2.50     0.080
## 5310          9.10            0.450        0.35           2.40     0.080
## 5311          7.10            0.735        0.16           1.90     0.100
## 5312          9.90            0.400        0.53           6.70     0.097
## 5313          8.80            0.520        0.34           2.70     0.087
## 5315         10.60            0.480        0.64           2.20     0.111
## 5316          7.00            0.580        0.12           1.90     0.091
## 5317         11.90            0.380        0.51           2.00     0.121
## 5318          6.80            0.770        0.00           1.80     0.066
## 5319          9.50            0.560        0.33           2.40     0.089
## 5322         10.50            0.240        0.47           2.10     0.066
## 5325          6.40            0.670        0.08           2.10     0.045
## 5326          9.50            0.780        0.22           1.90     0.077
## 5327          9.10            0.520        0.33           1.30     0.070
## 5329         10.50            0.240        0.47           2.10     0.066
## 5330          7.80            0.550        0.35           2.20     0.074
## 5333         10.40            0.410        0.55           3.20     0.076
## 5335          8.00            0.670        0.30           2.00     0.060
## 5336         11.10            0.450        0.73           3.20     0.066
## 5337         10.40            0.410        0.55           3.20     0.076
## 5338          7.00            0.620        0.18           1.50     0.062
## 5340         11.90            0.400        0.65           2.15     0.068
## 5342         10.00            0.440        0.49           2.70     0.077
## 5343          5.30            0.570        0.01           1.70     0.054
## 5344          9.50            0.735        0.10           2.10     0.079
## 5345         12.50            0.380        0.60           2.60     0.081
## 5346          9.30            0.480        0.29           2.10     0.127
## 5347          8.60            0.530        0.22           2.00     0.100
## 5348         11.90            0.390        0.69           2.80     0.095
## 5349         11.90            0.390        0.69           2.80     0.095
## 5351          6.80            0.560        0.03           1.70     0.084
## 5353          7.00            0.230        0.40           1.60     0.063
## 5355          8.90            0.590        0.39           2.30     0.095
## 5356          9.20            0.630        0.21           2.70     0.097
## 5359          9.20            0.430        0.52           2.30     0.083
## 5360          8.30            0.615        0.22           2.60     0.087
## 5361         11.00            0.260        0.68           2.55     0.085
## 5363         11.50            0.315        0.54           2.10     0.084
## 5364         10.00            0.290        0.40           2.90     0.098
## 5365         10.30            0.500        0.42           2.00     0.069
## 5367         11.40            0.360        0.69           2.10     0.090
## 5370          9.60            0.540        0.42           2.40     0.081
## 5372          9.90            0.350        0.55           2.10     0.062
## 5373         10.50            0.280        0.51           1.70     0.080
## 5374          9.60            0.680        0.24           2.20     0.087
## 5375          9.30            0.270        0.41           2.00     0.091
## 5377          9.60            0.680        0.24           2.20     0.087
## 5378          9.40            0.685        0.11           2.70     0.077
## 5380          9.40            0.300        0.56           2.80     0.080
## 5384         10.20            0.670        0.39           1.90     0.054
## 5385         10.20            0.670        0.39           1.90     0.054
## 5386         10.20            0.645        0.36           1.80     0.053
## 5388          9.30            0.390        0.40           2.60     0.073
## 5389          9.30            0.775        0.27           2.80     0.078
## 5390          9.20            0.410        0.50           2.50     0.055
## 5391          8.90            0.400        0.51           2.60     0.052
## 5393          6.50            0.390        0.23           8.30     0.051
## 5394         10.70            0.350        0.53           2.60     0.070
## 5395          7.80            0.520        0.25           1.90     0.081
## 5396          7.20            0.340        0.32           2.50     0.090
## 5397         10.70            0.350        0.53           2.60     0.070
## 5399          7.80            0.520        0.25           1.90     0.081
## 5402         10.50            0.260        0.47           1.90     0.078
## 5404         10.20            0.490        0.63           2.90     0.072
## 5405         10.40            0.240        0.46           1.80     0.075
## 5406         11.20            0.670        0.55           2.30     0.084
## 5407         10.00            0.590        0.31           2.20     0.090
## 5410         10.00            0.590        0.31           2.20     0.090
## 5411         10.70            0.400        0.48           2.10     0.125
## 5412         10.50            0.510        0.64           2.40     0.107
## 5413         10.50            0.510        0.64           2.40     0.107
## 5417         10.90            0.210        0.49           2.80     0.088
## 5418          7.30            0.365        0.49           2.50     0.088
## 5419          9.80            0.250        0.49           2.70     0.088
## 5420          7.60            0.410        0.49           2.00     0.088
## 5421          8.20            0.390        0.49           2.30     0.099
## 5422          9.30            0.400        0.49           2.50     0.085
## 5423          9.20            0.430        0.49           2.40     0.086
## 5424         10.40            0.640        0.24           2.80     0.105
## 5425          7.30            0.365        0.49           2.50     0.088
## 5426          7.00            0.380        0.49           2.50     0.097
## 5427          8.20            0.420        0.49           2.60     0.084
## 5428          9.90            0.630        0.24           2.40     0.077
## 5429          9.10            0.220        0.24           2.10     0.078
## 5430         11.90            0.380        0.49           2.70     0.098
## 5431         11.90            0.380        0.49           2.70     0.098
## 5433         10.00            0.480        0.24           2.70     0.102
## 5434          9.10            0.220        0.24           2.10     0.078
## 5435          9.90            0.630        0.24           2.40     0.077
## 5436          8.10            0.825        0.24           2.10     0.084
## 5439          9.20            0.590        0.24           3.30     0.101
## 5440          9.50            0.460        0.49           6.30     0.064
## 5441          9.30            0.715        0.24           2.10     0.070
## 5442         11.20            0.660        0.24           2.50     0.085
## 5444          9.10            0.470        0.49           2.60     0.094
## 5445          7.50            0.550        0.24           2.00     0.078
## 5446         10.60            0.310        0.49           2.50     0.067
## 5447         12.40            0.350        0.49           2.60     0.079
## 5448          9.00            0.530        0.49           1.90     0.171
## 5449          6.80            0.510        0.01           2.10     0.074
## 5450          9.40            0.430        0.24           2.80     0.092
## 5451          9.50            0.460        0.24           2.70     0.092
## 5460          9.00            0.440        0.49           2.40     0.078
## 5461          9.00            0.540        0.49           2.90     0.094
## 5462          7.60            0.290        0.49           2.70     0.092
## 5468          6.20            0.360        0.24           2.20     0.095
## 5469         11.50            0.350        0.49           3.30     0.070
## 5470          6.20            0.360        0.24           2.20     0.095
## 5471         10.20            0.240        0.49           2.40     0.075
## 5472         10.50            0.590        0.49           2.10     0.070
## 5473         10.60            0.340        0.49           3.20     0.078
## 5475          9.90            0.500        0.24           2.30     0.103
## 5476          8.80            0.440        0.49           2.80     0.083
## 5477          8.80            0.470        0.49           2.90     0.085
## 5478         10.60            0.310        0.49           2.20     0.063
## 5481         11.70            0.490        0.49           2.20     0.083
## 5482         12.00            0.280        0.49           1.90     0.074
## 5484          7.60            0.510        0.24           2.40     0.091
## 5485         11.10            0.310        0.49           2.70     0.094
## 5486          7.30            0.730        0.24           1.90     0.108
## 5488         10.20            0.290        0.49           2.60     0.059
## 5489          9.00            0.450        0.49           2.60     0.084
## 5490          6.60            0.390        0.49           1.70     0.070
## 5491          9.00            0.450        0.49           2.60     0.084
## 5492          9.90            0.490        0.58           3.50     0.094
## 5493          7.90            0.720        0.17           2.60     0.096
## 5494          8.90            0.595        0.41           7.90     0.086
## 5497          8.50            0.585        0.18           2.10     0.078
## 5499          8.20            0.915        0.27           2.10     0.088
## 5501          7.70            0.835        0.00           2.60     0.081
## 5503          8.30            0.580        0.13           2.90     0.096
## 5504          8.30            0.600        0.13           2.60     0.085
## 5505          9.40            0.410        0.48           4.60     0.072
## 5506          8.80            0.480        0.41           3.30     0.092
## 5509          8.80            0.240        0.54           2.50     0.083
## 5511          7.50            0.640        0.00           2.40     0.077
## 5512          8.20            0.390        0.38           1.50     0.058
## 5514          9.60            0.600        0.50           2.30     0.079
## 5515          9.60            0.600        0.50           2.30     0.079
## 5516         11.50            0.310        0.51           2.20     0.079
## 5517         11.40            0.460        0.50           2.70     0.122
## 5518         11.30            0.370        0.41           2.30     0.088
## 5519          8.30            0.540        0.24           3.40     0.076
## 5520          8.20            0.560        0.23           3.40     0.078
## 5521         10.00            0.580        0.22           1.90     0.080
## 5522          7.90            0.510        0.25           2.90     0.077
## 5523          6.80            0.690        0.00           5.60     0.124
## 5524          6.80            0.690        0.00           5.60     0.124
## 5525          8.80            0.600        0.29           2.20     0.098
## 5526          8.80            0.600        0.29           2.20     0.098
## 5527          8.70            0.540        0.26           2.50     0.097
## 5528          7.60            0.685        0.23           2.30     0.111
## 5529          8.70            0.540        0.26           2.50     0.097
## 5530         10.40            0.280        0.54           2.70     0.105
## 5531          7.60            0.410        0.14           3.00     0.087
## 5533          7.90            0.350        0.21           1.90     0.073
## 5537          7.70            0.915        0.12           2.20     0.143
## 5539          9.90            0.540        0.45           2.30     0.071
## 5540          9.50            0.590        0.44           2.30     0.071
## 5541          9.90            0.540        0.45           2.30     0.071
## 5542          9.50            0.590        0.44           2.30     0.071
## 5543          9.90            0.540        0.45           2.30     0.071
## 5544          7.80            0.640        0.10           6.00     0.115
## 5545          7.30            0.670        0.05           3.60     0.107
## 5546          8.30            0.845        0.01           2.20     0.070
## 5547          8.70            0.480        0.30           2.80     0.066
## 5548          6.70            0.420        0.27           8.60     0.068
## 5549         10.70            0.430        0.39           2.20     0.106
## 5553          8.60            0.470        0.47           2.40     0.074
## 5554          9.70            0.550        0.17           2.90     0.087
## 5555         10.70            0.430        0.39           2.20     0.106
## 5556         12.00            0.500        0.59           1.40     0.073
## 5557          7.20            0.520        0.07           1.40     0.074
## 5558          7.10            0.840        0.02           4.40     0.096
## 5559          7.20            0.520        0.07           1.40     0.074
## 5560          7.50            0.420        0.31           1.60     0.080
## 5561          7.20            0.570        0.06           1.60     0.076
## 5562         10.10            0.280        0.46           1.80     0.050
## 5563         12.10            0.400        0.52           2.00     0.092
## 5564          9.40            0.590        0.14           2.00     0.084
## 5566         11.30            0.340        0.45           2.00     0.082
## 5567         10.00            0.730        0.43           2.30     0.059
## 5568         11.30            0.340        0.45           2.00     0.082
## 5569          6.90            0.400        0.24           2.50     0.083
## 5570          8.20            0.730        0.21           1.70     0.074
## 5572          8.20            0.730        0.21           1.70     0.074
## 5573         10.80            0.400        0.41           2.20     0.084
## 5574          9.30            0.410        0.39           2.20     0.064
## 5575         10.80            0.400        0.41           2.20     0.084
## 5576          8.60            0.800        0.11           2.30     0.084
## 5577          8.30            0.780        0.10           2.60     0.081
## 5578         10.80            0.260        0.45           3.30     0.060
## 5580          8.00            0.450        0.23           2.20     0.094
## 5581          8.50            0.460        0.31           2.25     0.078
## 5582          8.10            0.780        0.23           2.60     0.059
## 5584          8.10            0.780        0.23           2.60     0.059
## 5585          7.10            0.650        0.18           1.80     0.070
## 5586          9.10            0.640        0.23           3.10     0.095
## 5587          7.70            0.660        0.04           1.60     0.039
## 5592          9.00            0.480        0.32           2.80     0.084
## 5593          9.00            0.470        0.31           2.70     0.084
## 5595          7.00            0.650        0.02           2.10     0.066
## 5596          7.00            0.650        0.02           2.10     0.066
## 5597          9.40            0.615        0.28           3.20     0.087
## 5598         11.80            0.380        0.55           2.10     0.071
## 5600          7.00            0.650        0.02           2.10     0.066
## 5601          7.00            0.640        0.02           2.10     0.067
## 5602          7.50            0.380        0.48           2.60     0.073
## 5603          9.10            0.765        0.04           1.60     0.078
## 5605          7.00            0.780        0.08           2.00     0.093
## 5606          7.40            0.490        0.19           3.00     0.077
## 5607          7.80            0.545        0.12           2.50     0.068
## 5608          9.70            0.310        0.47           1.60     0.062
## 5610          8.90            0.565        0.34           3.00     0.093
## 5611          8.70            0.690        0.00           3.20     0.084
## 5612          8.00            0.430        0.36           2.30     0.075
## 5613          9.90            0.740        0.28           2.60     0.078
## 5614          7.20            0.490        0.18           2.70     0.069
## 5615          8.00            0.430        0.36           2.30     0.075
## 5616          7.60            0.460        0.11           2.60     0.079
## 5617          8.40            0.560        0.04           2.00     0.082
## 5618          7.10            0.660        0.00           3.90     0.086
## 5619          8.40            0.560        0.04           2.00     0.082
## 5620          8.90            0.480        0.24           2.85     0.094
## 5621          7.60            0.420        0.08           2.70     0.084
## 5624          9.00            0.660        0.17           3.00     0.077
## 5626          6.40            0.570        0.02           1.80     0.067
## 5627          6.40            0.570        0.02           1.80     0.067
## 5631          7.30            0.835        0.03           2.10     0.092
## 5632          7.00            0.450        0.34           2.70     0.082
## 5633          7.70            0.560        0.20           2.00     0.075
## 5634          7.70            0.965        0.10           2.10     0.112
## 5635          7.70            0.965        0.10           2.10     0.112
## 5636          8.20            0.590        0.00           2.50     0.093
## 5637          9.00            0.460        0.23           2.80     0.092
## 5638          9.00            0.690        0.00           2.40     0.088
## 5639          8.30            0.760        0.29           4.20     0.075
## 5640          9.20            0.530        0.24           2.60     0.078
## 5641          6.50            0.615        0.00           1.90     0.065
## 5642         11.60            0.410        0.58           2.80     0.096
## 5643         11.10            0.390        0.54           2.70     0.095
## 5644          7.30            0.510        0.18           2.10     0.070
## 5645          8.20            0.340        0.38           2.50     0.080
## 5646          8.60            0.330        0.40           2.60     0.083
## 5647          7.20            0.500        0.18           2.10     0.071
## 5648          7.30            0.510        0.18           2.10     0.070
## 5649          8.30            0.650        0.10           2.90     0.089
## 5650          8.30            0.650        0.10           2.90     0.089
## 5651          7.60            0.540        0.13           2.50     0.097
## 5652          8.30            0.650        0.10           2.90     0.089
## 5656          8.10            0.870        0.00           2.20     0.084
## 5657          8.10            0.870        0.00           2.20     0.084
## 5658          8.80            0.420        0.21           2.50     0.092
## 5659          9.00            0.580        0.25           2.80     0.075
## 5660          9.30            0.655        0.26           2.00     0.096
## 5661          8.80            0.700        0.00           1.70     0.069
## 5662          9.30            0.655        0.26           2.00     0.096
## 5663          9.10            0.680        0.11           2.80     0.093
## 5664          9.20            0.670        0.10           3.00     0.091
## 5665          8.80            0.590        0.18           2.90     0.089
## 5666          7.50            0.600        0.32           2.70     0.103
## 5667          7.10            0.590        0.02           2.30     0.082
## 5668          7.90            0.720        0.01           1.90     0.076
## 5669          7.10            0.590        0.02           2.30     0.082
## 5670          9.40            0.685        0.26           2.40     0.082
## 5671          9.50            0.570        0.27           2.30     0.082
## 5672          7.90            0.400        0.29           1.80     0.157
## 5673          7.90            0.400        0.30           1.80     0.157
## 5677          8.30            0.430        0.30           3.40     0.079
## 5678          7.10            0.520        0.03           2.60     0.076
## 5680          6.50            0.460        0.14           2.40     0.114
## 5681          9.00            0.820        0.05           2.40     0.081
## 5682          6.50            0.460        0.14           2.40     0.114
## 5683          7.10            0.590        0.01           2.50     0.077
## 5684          9.90            0.350        0.41           2.30     0.083
## 5685          9.90            0.350        0.41           2.30     0.083
## 5686         10.00            0.560        0.24           2.20     0.079
## 5687         10.00            0.560        0.24           2.20     0.079
## 5688          8.60            0.630        0.17           2.90     0.099
## 5689          7.40            0.370        0.43           2.60     0.082
## 5690          8.80            0.640        0.17           2.90     0.084
## 5691          7.10            0.610        0.02           2.50     0.081
## 5692          7.70            0.600        0.00           2.60     0.055
## 5693         10.10            0.270        0.54           2.30     0.065
## 5695          8.70            0.460        0.31           2.50     0.126
## 5696          9.30            0.370        0.44           1.60     0.038
## 5697          9.40            0.500        0.34           3.60     0.082
## 5698          9.40            0.500        0.34           3.60     0.082
## 5699          7.20            0.610        0.08           4.00     0.082
## 5700          8.60            0.550        0.09           3.30     0.068
## 5702          7.70            0.560        0.08           2.50     0.114
## 5703          8.40            0.520        0.22           2.70     0.084
## 5704          8.20            0.280        0.40           2.40     0.052
## 5705          8.40            0.250        0.39           2.00     0.041
## 5706          8.20            0.280        0.40           2.40     0.052
## 5707          7.40            0.530        0.12           1.90     0.165
## 5708          7.60            0.480        0.31           2.80     0.070
## 5709          7.30            0.490        0.10           2.60     0.068
## 5711         10.80            0.450        0.33           2.50     0.099
## 5712          6.90            0.390        0.24           2.10     0.102
## 5714         10.80            0.450        0.33           2.50     0.099
## 5715          9.80            0.510        0.19           3.20     0.081
## 5716         10.80            0.290        0.42           1.60     0.084
## 5717          7.10            0.715        0.00           2.35     0.071
## 5718          9.10            0.660        0.15           3.20     0.097
## 5719          7.00            0.685        0.00           1.90     0.099
## 5721          6.70            0.540        0.13           2.00     0.076
## 5722          6.70            0.540        0.13           2.00     0.076
## 5723          7.10            0.480        0.28           2.80     0.068
## 5724          7.10            0.460        0.14           2.80     0.076
## 5725          7.50            0.270        0.34           2.30     0.050
## 5726          7.10            0.460        0.14           2.80     0.076
## 5727          7.80            0.570        0.09           2.30     0.065
## 5728          5.90            0.610        0.08           2.10     0.071
## 5729          7.50            0.685        0.07           2.50     0.058
## 5730          5.90            0.610        0.08           2.10     0.071
## 5731         10.40            0.440        0.42           1.50     0.145
## 5733          8.80            0.685        0.26           1.60     0.088
## 5734          7.60            0.665        0.10           1.50     0.066
## 5735          6.70            0.280        0.28           2.40     0.012
## 5736          6.70            0.280        0.28           2.40     0.012
## 5737         10.10            0.310        0.35           1.60     0.075
## 5738          6.00            0.500        0.04           2.20     0.092
## 5739         11.10            0.420        0.47           2.65     0.085
## 5740          6.60            0.660        0.00           3.00     0.115
## 5741         10.60            0.500        0.45           2.60     0.119
## 5742          7.10            0.685        0.35           2.00     0.088
## 5743          9.90            0.250        0.46           1.70     0.062
## 5744          6.40            0.640        0.21           1.80     0.081
## 5745          6.40            0.640        0.21           1.80     0.081
## 5746          7.40            0.680        0.16           1.80     0.078
## 5747          6.40            0.640        0.21           1.80     0.081
## 5748          6.40            0.630        0.21           1.60     0.080
## 5749          9.30            0.430        0.44           1.90     0.085
## 5750          9.30            0.430        0.44           1.90     0.085
## 5751          8.00            0.420        0.32           2.50     0.080
## 5752          9.30            0.360        0.39           1.50     0.080
## 5753          9.30            0.360        0.39           1.50     0.080
## 5754          7.60            0.735        0.02           2.50     0.071
## 5755          9.30            0.360        0.39           1.50     0.080
## 5756          8.20            0.260        0.34           2.50     0.073
## 5757         11.70            0.280        0.47           1.70     0.054
## 5758          6.80            0.560        0.22           1.80     0.074
## 5759          7.20            0.620        0.06           2.70     0.077
## 5761          7.50            0.420        0.32           2.70     0.067
## 5762          7.20            0.620        0.06           2.50     0.078
## 5763          7.20            0.620        0.06           2.70     0.077
## 5764          7.20            0.635        0.07           2.60     0.077
## 5765          6.80            0.490        0.22           2.30     0.071
## 5766          6.90            0.510        0.23           2.00     0.072
## 5767          6.80            0.560        0.22           1.80     0.074
## 5768          7.60            0.630        0.03           2.00     0.080
## 5769          7.70            0.715        0.01           2.10     0.064
## 5770          6.90            0.560        0.03           1.50     0.086
## 5771          7.30            0.350        0.24           2.00     0.067
## 5772          9.10            0.210        0.37           1.60     0.067
## 5773         10.40            0.380        0.46           2.10     0.104
## 5774          8.80            0.310        0.40           2.80     0.109
## 5775          7.10            0.470        0.00           2.20     0.067
## 5776          7.70            0.715        0.01           2.10     0.064
## 5777          8.80            0.610        0.19           4.00     0.094
## 5778          7.20            0.600        0.04           2.50     0.076
## 5779          9.20            0.560        0.18           1.60     0.078
## 5780          7.60            0.715        0.00           2.10     0.068
## 5782          7.20            0.600        0.04           2.50     0.076
## 5783          8.80            0.610        0.19           4.00     0.094
## 5784          8.90            0.750        0.14           2.50     0.086
## 5785          9.00            0.800        0.12           2.40     0.083
## 5786         10.70            0.520        0.38           2.60     0.066
## 5787          6.80            0.570        0.00           2.50     0.072
## 5789          7.20            0.340        0.24           2.00     0.071
## 5790          7.20            0.660        0.03           2.30     0.078
## 5791         10.10            0.450        0.23           1.90     0.082
## 5792          7.20            0.660        0.03           2.30     0.078
## 5793          7.20            0.630        0.03           2.20     0.080
## 5794          7.10            0.590        0.01           2.30     0.080
## 5795          8.30            0.310        0.39           2.40     0.078
## 5796          7.10            0.590        0.01           2.30     0.080
## 5797          8.30            0.310        0.39           2.40     0.078
## 5799          8.90            0.310        0.36           2.60     0.056
## 5800          7.40            0.635        0.10           2.40     0.080
## 5801          7.40            0.635        0.10           2.40     0.080
## 5802          6.80            0.590        0.06           6.00     0.060
## 5803          6.80            0.590        0.06           6.00     0.060
## 5804          9.20            0.580        0.20           3.00     0.081
## 5805          7.20            0.540        0.27           2.60     0.084
## 5806          6.10            0.560        0.00           2.20     0.079
## 5807          7.40            0.520        0.13           2.40     0.078
## 5808          7.30            0.305        0.39           1.20     0.059
## 5810          9.10            0.280        0.46           9.00     0.114
## 5811         10.00            0.460        0.44           2.90     0.065
## 5812          9.40            0.395        0.46           4.60     0.094
## 5813          7.30            0.305        0.39           1.20     0.059
## 5814          8.60            0.315        0.40           2.20     0.079
## 5816          6.80            0.410        0.31           8.80     0.084
## 5817          8.40            0.360        0.32           2.20     0.081
## 5818          8.40            0.620        0.12           1.80     0.072
## 5819          9.60            0.410        0.37           2.30     0.091
## 5820          8.40            0.360        0.32           2.20     0.081
## 5821          8.40            0.620        0.12           1.80     0.072
## 5822          6.80            0.410        0.31           8.80     0.084
## 5823          8.60            0.470        0.27           2.30     0.055
## 5824          8.60            0.220        0.36           1.90     0.064
## 5826          8.40            0.670        0.19           2.20     0.093
## 5827          8.60            0.470        0.27           2.30     0.055
## 5828          8.70            0.330        0.38           3.30     0.063
## 5829          6.60            0.610        0.01           1.90     0.080
## 5830          7.40            0.610        0.01           2.00     0.074
## 5831          7.60            0.400        0.29           1.90     0.078
## 5832          7.40            0.610        0.01           2.00     0.074
## 5833          6.60            0.610        0.01           1.90     0.080
## 5834          8.80            0.300        0.38           2.30     0.060
## 5835          8.80            0.300        0.38           2.30     0.060
## 5836         12.00            0.630        0.50           1.40     0.071
## 5837          7.20            0.380        0.38           2.80     0.068
## 5838          6.20            0.460        0.17           1.60     0.073
## 5839          9.60            0.330        0.52           2.20     0.074
## 5840          9.90            0.270        0.49           5.00     0.082
## 5841         10.10            0.430        0.40           2.60     0.092
## 5842          9.80            0.500        0.34           2.30     0.094
## 5843          8.30            0.300        0.49           3.80     0.090
## 5844         10.20            0.440        0.42           2.00     0.071
## 5845         10.20            0.440        0.58           4.10     0.092
## 5846          8.30            0.280        0.48           2.10     0.093
## 5847          8.90            0.120        0.45           1.80     0.075
## 5848          8.90            0.120        0.45           1.80     0.075
## 5849          8.90            0.120        0.45           1.80     0.075
## 5850          8.30            0.280        0.48           2.10     0.093
## 5851          8.20            0.310        0.40           2.20     0.058
## 5852         10.20            0.340        0.48           2.10     0.052
## 5853          7.60            0.430        0.40           2.70     0.082
## 5854          8.50            0.210        0.52           1.90     0.090
## 5855          9.00            0.360        0.52           2.10     0.111
## 5856          9.50            0.370        0.52           2.00     0.088
## 5857          6.40            0.570        0.12           2.30     0.120
## 5858          8.00            0.590        0.05           2.00     0.089
## 5859          8.50            0.470        0.27           1.90     0.058
## 5860          7.10            0.560        0.14           1.60     0.078
## 5861          6.60            0.570        0.02           2.10     0.115
## 5862          8.80            0.270        0.39           2.00     0.100
## 5863          8.50            0.470        0.27           1.90     0.058
## 5864          8.30            0.340        0.40           2.40     0.065
## 5865          9.00            0.380        0.41           2.40     0.103
## 5866          8.50            0.660        0.20           2.10     0.097
## 5867          9.00            0.400        0.43           2.40     0.068
## 5868          6.70            0.560        0.09           2.90     0.079
## 5869         10.40            0.260        0.48           1.90     0.066
## 5870         10.40            0.260        0.48           1.90     0.066
## 5871         10.10            0.380        0.50           2.40     0.104
## 5872          8.50            0.340        0.44           1.70     0.079
## 5873          8.80            0.330        0.41           5.90     0.073
## 5874          7.20            0.410        0.30           2.10     0.083
## 5875          7.20            0.410        0.30           2.10     0.083
## 5876          8.40            0.590        0.29           2.60     0.109
## 5877          7.00            0.400        0.32           3.60     0.061
## 5879          9.10            0.500        0.30           1.90     0.065
## 5880          9.50            0.860        0.26           1.90     0.079
## 5882          9.10            0.500        0.30           1.90     0.065
## 5884          7.40            0.580        0.00           2.00     0.064
## 5885          9.80            0.340        0.39           1.40     0.066
## 5886          7.10            0.360        0.30           1.60     0.080
## 5887          7.70            0.390        0.12           1.70     0.097
## 5888          9.70            0.295        0.40           1.50     0.073
## 5889          7.70            0.390        0.12           1.70     0.097
## 5890          7.10            0.340        0.28           2.00     0.082
## 5891          6.50            0.400        0.10           2.00     0.076
## 5892          7.10            0.340        0.28           2.00     0.082
## 5893         10.00            0.350        0.45           2.50     0.092
## 5894          7.70            0.600        0.06           2.00     0.079
## 5895          5.60            0.660        0.00           2.20     0.087
## 5896          5.60            0.660        0.00           2.20     0.087
## 5898          6.40            0.690        0.00           1.65     0.055
## 5899          7.50            0.430        0.30           2.20     0.062
## 5900          9.90            0.350        0.38           1.50     0.058
## 5901          9.10            0.290        0.33           2.05     0.063
## 5902          6.80            0.360        0.32           1.80     0.067
## 5903          8.20            0.430        0.29           1.60     0.081
## 5904          6.80            0.360        0.32           1.80     0.067
## 5905          9.10            0.290        0.33           2.05     0.063
## 5906          9.10            0.300        0.34           2.00     0.064
## 5907          8.90            0.350        0.40           3.60     0.110
## 5908          9.60            0.500        0.36           2.80     0.116
## 5909          8.90            0.280        0.45           1.70     0.067
## 5910          8.90            0.320        0.31           2.00     0.088
## 5912          7.50            0.710        0.00           1.60     0.092
## 5913          8.00            0.580        0.16           2.00     0.120
## 5914         10.50            0.390        0.46           2.20     0.075
## 5915          8.90            0.380        0.40           2.20     0.068
## 5916          8.00            0.180        0.37           0.90     0.049
## 5917          8.00            0.180        0.37           0.90     0.049
## 5918          7.00            0.500        0.14           1.80     0.078
## 5921          7.00            0.510        0.09           2.10     0.062
## 5922          8.20            0.320        0.42           2.30     0.098
## 5923          7.70            0.580        0.01           1.80     0.088
## 5924          8.60            0.830        0.00           2.80     0.095
## 5925          7.90            0.310        0.32           1.90     0.066
## 5926          6.40            0.795        0.00           2.20     0.065
## 5927          7.20            0.340        0.21           2.50     0.075
## 5928          7.70            0.580        0.01           1.80     0.088
## 5929          7.10            0.590        0.00           2.10     0.091
## 5930          7.30            0.550        0.01           1.80     0.093
## 5931          8.10            0.820        0.00           4.10     0.095
## 5932          7.50            0.570        0.08           2.60     0.089
## 5933          8.90            0.745        0.18           2.50     0.077
## 5934         10.10            0.370        0.34           2.40     0.085
## 5935          7.60            0.310        0.34           2.50     0.082
## 5936          7.30            0.910        0.10           1.80     0.074
## 5937          8.70            0.410        0.41           6.20     0.078
## 5938          8.90            0.500        0.21           2.20     0.088
## 5939          7.40            0.965        0.00           2.20     0.088
## 5940          6.90            0.490        0.19           1.70     0.079
## 5941          8.90            0.500        0.21           2.20     0.088
## 5942          9.50            0.390        0.41           8.90     0.069
## 5943          6.40            0.390        0.33           3.30     0.046
## 5944          6.90            0.440        0.00           1.40     0.070
## 5945          7.60            0.780        0.00           1.70     0.076
## 5946          7.10            0.430        0.17           1.80     0.082
## 5947          9.30            0.490        0.36           1.70     0.081
## 5948          9.30            0.500        0.36           1.80     0.084
## 5949          7.10            0.430        0.17           1.80     0.082
## 5951          5.60            0.605        0.05           2.40     0.073
## 5952          8.30            0.330        0.42           2.30     0.070
## 5953          8.20            0.640        0.27           2.00     0.095
## 5954          8.20            0.640        0.27           2.00     0.095
## 5955          8.90            0.480        0.53           4.00     0.101
## 5956          7.60            0.420        0.25           3.90     0.104
## 5957          9.90            0.530        0.57           2.40     0.093
## 5958          8.90            0.480        0.53           4.00     0.101
## 5959         11.60            0.230        0.57           1.80     0.074
## 5960          9.10            0.400        0.50           1.80     0.071
## 5961          8.00            0.380        0.44           1.90     0.098
## 5962         10.20            0.290        0.65           2.40     0.075
## 5963          8.20            0.740        0.09           2.00     0.067
## 5964          7.70            0.610        0.18           2.40     0.083
## 5965          6.60            0.520        0.08           2.40     0.070
## 5966         11.10            0.310        0.53           2.20     0.060
## 5967         11.10            0.310        0.53           2.20     0.060
## 5968          8.00            0.620        0.35           2.80     0.086
## 5969          9.30            0.330        0.45           1.50     0.057
## 5970          7.50            0.770        0.20           8.10     0.098
## 5971          7.20            0.350        0.26           1.80     0.083
## 5972          8.00            0.620        0.33           2.70     0.088
## 5973          7.50            0.770        0.20           8.10     0.098
## 5974          9.10            0.250        0.34           2.00     0.071
## 5975          9.90            0.320        0.56           2.00     0.073
## 5976          8.60            0.370        0.65           6.40     0.080
## 5977          8.60            0.370        0.65           6.40     0.080
## 5979         10.30            0.270        0.56           1.40     0.047
## 5981          7.20            0.380        0.30           1.80     0.073
## 5982          8.70            0.420        0.45           2.40     0.072
## 5983          7.20            0.380        0.30           1.80     0.073
## 5984          6.80            0.480        0.08           1.80     0.074
## 5985          8.50            0.340        0.40           4.70     0.055
## 5986          7.90            0.190        0.42           1.60     0.057
## 5987         11.60            0.410        0.54           1.50     0.095
## 5988         11.60            0.410        0.54           1.50     0.095
## 5989         10.00            0.260        0.54           1.90     0.083
## 5990          7.90            0.340        0.42           2.00     0.086
## 5991          7.00            0.540        0.09           2.00     0.081
## 5992          9.20            0.310        0.36           2.20     0.079
## 5993          6.60            0.725        0.09           5.50     0.117
## 5994          9.40            0.400        0.47           2.50     0.087
## 5995          6.60            0.725        0.09           5.50     0.117
## 5996          8.60            0.520        0.38           1.50     0.096
## 5998          8.60            0.520        0.38           1.50     0.096
## 5999          8.40            0.340        0.42           2.10     0.072
## 6000          7.40            0.490        0.27           2.10     0.071
## 6001          6.10            0.480        0.09           1.70     0.078
## 6002          7.40            0.490        0.27           2.10     0.071
## 6003          8.00            0.480        0.34           2.20     0.073
## 6004          6.30            0.570        0.28           2.10     0.048
## 6005          8.20            0.230        0.42           1.90     0.069
## 6006          9.10            0.300        0.41           2.00     0.068
## 6007          8.10            0.780        0.10           3.30     0.090
## 6008         10.80            0.470        0.43           2.10     0.171
## 6009          8.30            0.530        0.00           1.40     0.070
## 6011          7.90            0.330        0.41           1.50     0.056
## 6012          8.90            0.240        0.39           1.60     0.074
## 6013          5.00            0.400        0.50           4.30     0.046
## 6014          7.00            0.690        0.07           2.50     0.091
## 6015          7.00            0.690        0.07           2.50     0.091
## 6016          7.00            0.690        0.07           2.50     0.091
## 6017          7.10            0.390        0.12           2.10     0.065
## 6018          5.60            0.660        0.00           2.50     0.066
## 6019          7.90            0.540        0.34           2.50     0.076
## 6020          6.60            0.500        0.00           1.80     0.062
## 6021          6.30            0.470        0.00           1.40     0.055
## 6022         10.70            0.400        0.37           1.90     0.081
## 6023          6.50            0.580        0.00           2.20     0.096
## 6024          8.80            0.240        0.35           1.70     0.055
## 6025          5.80            0.290        0.26           1.70     0.063
## 6026          6.30            0.760        0.00           2.90     0.072
## 6027         10.00            0.430        0.33           2.70     0.095
## 6028         10.50            0.430        0.35           3.30     0.092
## 6029          9.10            0.600        0.00           1.90     0.058
## 6030          5.90            0.190        0.21           1.70     0.045
## 6031          7.40            0.360        0.34           1.80     0.075
## 6032          7.20            0.480        0.07           5.50     0.089
## 6033          8.50            0.280        0.35           1.70     0.061
## 6034          8.00            0.250        0.43           1.70     0.067
## 6035         10.40            0.520        0.45           2.00     0.080
## 6036         10.40            0.520        0.45           2.00     0.080
## 6037          7.50            0.410        0.15           3.70     0.104
## 6038          8.20            0.510        0.24           2.00     0.079
## 6039          7.30            0.400        0.30           1.70     0.080
## 6040          8.20            0.380        0.32           2.50     0.080
## 6041          6.90            0.450        0.11           2.40     0.043
## 6042          7.00            0.220        0.30           1.80     0.065
## 6043          7.30            0.320        0.23           2.30     0.066
## 6044          8.20            0.200        0.43           2.50     0.076
## 6046         10.00            0.410        0.45           6.20     0.071
## 6047          7.80            0.390        0.42           2.00     0.086
## 6048         10.00            0.350        0.47           2.00     0.061
## 6049          8.20            0.330        0.32           2.80     0.067
## 6050          6.10            0.580        0.23           2.50     0.044
## 6051          8.30            0.600        0.25           2.20     0.118
## 6052          9.60            0.420        0.35           2.10     0.083
## 6053          6.60            0.580        0.00           2.20     0.100
## 6054          8.30            0.600        0.25           2.20     0.118
## 6055          8.50            0.180        0.51           1.75     0.071
## 6058         10.20            0.410        0.43           2.20     0.110
## 6059         10.60            0.360        0.57           2.30     0.087
## 6060          8.80            0.450        0.43           1.40     0.076
## 6061          8.50            0.320        0.42           2.30     0.075
## 6062          9.00            0.785        0.24           1.70     0.078
## 6063          9.00            0.785        0.24           1.70     0.078
## 6065          9.90            0.540        0.26           2.00     0.111
## 6066          8.20            0.330        0.39           2.50     0.074
## 6067          6.50            0.340        0.27           2.80     0.067
## 6068          7.60            0.500        0.29           2.30     0.086
## 6069          9.20            0.360        0.34           1.60     0.062
## 6070          7.10            0.590        0.00           2.20     0.078
## 6071          9.70            0.420        0.46           2.10     0.074
## 6072          7.60            0.360        0.31           1.70     0.079
## 6073          7.60            0.360        0.31           1.70     0.079
## 6074          6.50            0.610        0.00           2.20     0.095
## 6075          6.50            0.880        0.03           5.60     0.079
## 6076          7.10            0.660        0.00           2.40     0.052
## 6078          8.20            0.350        0.33           2.40     0.076
## 6079          8.20            0.350        0.33           2.40     0.076
## 6080          9.80            0.390        0.43           1.65     0.068
## 6081         10.20            0.400        0.40           2.50     0.068
## 6082          6.80            0.660        0.07           1.60     0.070
## 6083          6.70            0.640        0.23           2.10     0.080
## 6084          7.00            0.430        0.30           2.00     0.085
## 6085          6.60            0.800        0.03           7.80     0.079
## 6086          7.00            0.430        0.30           2.00     0.085
## 6087          6.70            0.640        0.23           2.10     0.080
## 6089          9.10            0.400        0.57           4.60     0.080
## 6091          7.20            0.250        0.37           2.50     0.063
## 6093          7.00            0.745        0.12           1.80     0.114
## 6094          6.20            0.430        0.22           1.80     0.078
## 6095          7.90            0.580        0.23           2.30     0.076
## 6096          7.70            0.570        0.21           1.50     0.069
## 6097          7.70            0.260        0.26           2.00     0.052
## 6098          7.90            0.580        0.23           2.30     0.076
## 6099          7.70            0.570        0.21           1.50     0.069
## 6100          7.90            0.340        0.36           1.90     0.065
## 6101          8.60            0.420        0.39           1.80     0.068
## 6102          9.90            0.740        0.19           5.80     0.111
## 6103          7.20            0.360        0.46           2.10     0.074
## 6104          7.20            0.360        0.46           2.10     0.074
## 6105          7.20            0.360        0.46           2.10     0.074
## 6107          7.20            0.360        0.46           2.10     0.074
## 6108          6.20            0.390        0.43           2.00     0.071
## 6109          6.80            0.650        0.02           2.10     0.078
## 6110          6.60            0.440        0.15           2.10     0.076
## 6111          6.80            0.650        0.02           2.10     0.078
## 6112          9.60            0.380        0.42           1.90     0.071
## 6113         10.20            0.330        0.46           1.90     0.081
## 6114          8.80            0.270        0.46           2.10     0.095
## 6115          7.90            0.570        0.31           2.00     0.079
## 6116          8.20            0.340        0.37           1.90     0.057
## 6117          8.20            0.400        0.31           1.90     0.082
## 6118          9.00            0.390        0.40           1.30     0.044
## 6119         10.90            0.320        0.52           1.80     0.132
## 6120         10.90            0.320        0.52           1.80     0.132
## 6121          8.10            0.530        0.22           2.20     0.078
## 6122         10.50            0.360        0.47           2.20     0.074
## 6124          9.20            0.460        0.23           2.60     0.091
## 6125          7.50            0.580        0.03           4.10     0.080
## 6126          9.00            0.580        0.25           2.00     0.104
## 6128          7.60            0.430        0.29           2.10     0.075
## 6129          7.70            0.180        0.34           2.70     0.066
## 6130          7.80            0.815        0.01           2.60     0.074
## 6131          7.60            0.430        0.29           2.10     0.075
## 6132         10.20            0.230        0.37           2.20     0.057
## 6133          7.10            0.750        0.01           2.20     0.059
## 6134          6.00            0.330        0.32          12.90     0.054
## 6135          7.80            0.550        0.00           1.70     0.070
## 6136          7.10            0.750        0.01           2.20     0.059
## 6137          8.10            0.730        0.00           2.50     0.081
## 6138          6.50            0.670        0.00           4.30     0.057
## 6139          7.50            0.610        0.20           1.70     0.076
## 6140          9.80            0.370        0.39           2.50     0.079
## 6141          9.00            0.400        0.41           2.00     0.058
## 6142          8.30            0.560        0.22           2.40     0.082
## 6143          5.90            0.290        0.25          13.40     0.067
## 6144          7.40            0.550        0.19           1.80     0.082
## 6145          7.40            0.740        0.07           1.70     0.086
## 6146          7.40            0.550        0.19           1.80     0.082
## 6147          6.90            0.410        0.33           2.20     0.081
## 6148          7.10            0.600        0.01           2.30     0.079
## 6149          7.10            0.600        0.01           2.30     0.079
## 6150          7.50            0.580        0.14           2.20     0.077
## 6151          7.10            0.720        0.00           1.80     0.123
## 6152          7.90            0.660        0.00           1.40     0.096
## 6153          7.80            0.700        0.06           1.90     0.079
## 6154          6.10            0.640        0.02           2.40     0.069
## 6155          7.50            0.590        0.22           1.80     0.082
## 6156          7.00            0.580        0.28           4.80     0.085
## 6157          6.80            0.640        0.00           2.70     0.123
## 6158          6.80            0.640        0.00           2.70     0.123
## 6161          9.80            0.450        0.38           2.50     0.081
## 6162          8.20            0.780        0.00           2.20     0.089
## 6163          8.50            0.370        0.32           1.80     0.066
## 6164          7.20            0.570        0.05           2.30     0.081
## 6165          7.20            0.570        0.05           2.30     0.081
## 6166         10.40            0.430        0.50           2.30     0.068
## 6167          6.90            0.410        0.31           2.00     0.079
## 6170          7.30            0.440        0.20           1.60     0.049
## 6171          5.90            0.460        0.00           1.90     0.077
## 6172          7.50            0.580        0.20           2.00     0.073
## 6173          7.80            0.580        0.13           2.10     0.102
## 6174          8.00            0.715        0.22           2.30     0.075
## 6175          8.50            0.400        0.40           6.30     0.050
## 6176          7.00            0.690        0.00           1.90     0.114
## 6177          8.00            0.715        0.22           2.30     0.075
## 6178          9.80            0.300        0.39           1.70     0.062
## 6179          7.10            0.460        0.20           1.90     0.077
## 6180          7.10            0.460        0.20           1.90     0.077
## 6181          7.90            0.765        0.00           2.00     0.084
## 6182          8.70            0.630        0.28           2.70     0.096
## 6183          7.00            0.420        0.19           2.30     0.071
## 6184         11.30            0.370        0.50           1.80     0.090
## 6185          7.10            0.160        0.44           2.50     0.068
## 6186          8.00            0.600        0.08           2.60     0.056
## 6189          7.60            0.740        0.00           1.90     0.100
## 6190          8.20            0.635        0.10           2.10     0.073
## 6191          5.90            0.395        0.13           2.40     0.056
## 6192          7.50            0.755        0.00           1.90     0.084
## 6193          8.20            0.635        0.10           2.10     0.073
## 6194          6.60            0.630        0.00           4.30     0.093
## 6195          6.60            0.630        0.00           4.30     0.093
## 6196          7.20            0.530        0.14           2.10     0.064
## 6197          5.70            0.600        0.00           1.40     0.063
## 6200          6.70            0.860        0.07           2.00     0.100
## 6201          9.10            0.370        0.32           2.10     0.064
## 6202          8.00            0.280        0.44           1.80     0.081
## 6203          7.60            0.790        0.21           2.30     0.087
## 6204          7.50            0.610        0.26           1.90     0.073
## 6205          9.70            0.690        0.32           2.50     0.088
## 6206          6.80            0.680        0.09           3.90     0.068
## 6207          9.70            0.690        0.32           2.50     0.088
## 6208          7.00            0.620        0.10           1.40     0.071
## 6209          7.50            0.610        0.26           1.90     0.073
## 6210          6.50            0.510        0.15           3.00     0.064
## 6212          7.00            0.360        0.21           2.30     0.086
## 6213          7.00            0.360        0.21           2.40     0.086
## 6214          7.50            0.630        0.27           2.00     0.083
## 6216          9.90            0.440        0.46           2.20     0.091
## 6217          7.50            0.630        0.27           2.00     0.083
## 6219          9.70            0.660        0.34           2.60     0.094
## 6221          9.10            0.340        0.42           1.80     0.058
## 6222          9.10            0.360        0.39           1.80     0.060
## 6223          6.70            0.460        0.24           1.70     0.077
## 6224          6.70            0.460        0.24           1.70     0.077
## 6225          6.70            0.460        0.24           1.70     0.077
## 6226          6.70            0.460        0.24           1.70     0.077
## 6227          6.50            0.520        0.11           1.80     0.073
## 6228          7.40            0.600        0.26           2.10     0.083
## 6229          7.40            0.600        0.26           2.10     0.083
## 6230          7.80            0.870        0.26           3.80     0.107
## 6231          8.40            0.390        0.10           1.70     0.075
## 6232          9.10            0.775        0.22           2.20     0.079
## 6234          6.60            0.580        0.02           2.40     0.069
## 6235          6.00            0.500        0.00           1.40     0.057
## 6236          6.00            0.500        0.00           1.40     0.057
## 6237          6.00            0.500        0.00           1.40     0.057
## 6238          7.50            0.510        0.02           1.70     0.084
## 6239          7.50            0.510        0.02           1.70     0.084
## 6240          7.50            0.510        0.02           1.70     0.084
## 6241          7.60            0.540        0.02           1.70     0.085
## 6242          7.50            0.510        0.02           1.70     0.084
## 6243         11.50            0.420        0.48           2.60     0.077
## 6244          8.20            0.440        0.24           2.30     0.063
## 6245          6.10            0.590        0.01           2.10     0.056
## 6246          7.20            0.655        0.03           1.80     0.078
## 6247          7.20            0.655        0.03           1.80     0.078
## 6248          6.90            0.570        0.00           2.80     0.081
## 6249          9.00            0.600        0.29           2.00     0.069
## 6250          7.20            0.620        0.01           2.30     0.065
## 6251          7.60            0.645        0.03           1.90     0.086
## 6252          7.60            0.645        0.03           1.90     0.086
## 6253          7.20            0.580        0.03           2.30     0.077
## 6254          6.10            0.320        0.25           1.80     0.086
## 6255          6.10            0.340        0.25           1.80     0.084
## 6256          7.30            0.430        0.24           2.50     0.078
## 6257          7.40            0.640        0.17           5.40     0.168
## 6258         11.60            0.475        0.40           1.40     0.091
## 6259          9.20            0.540        0.31           2.30     0.112
## 6260          8.30            0.850        0.14           2.50     0.093
## 6261         11.60            0.475        0.40           1.40     0.091
## 6262          8.00            0.830        0.27           2.00     0.080
## 6263          7.20            0.605        0.02           1.90     0.096
## 6264          7.80            0.500        0.09           2.20     0.115
## 6265          7.30            0.740        0.08           1.70     0.094
## 6267          8.00            0.770        0.32           2.10     0.079
## 6268          6.60            0.610        0.00           1.60     0.069
## 6272          7.70            0.750        0.27           3.80     0.110
## 6274          7.20            0.560        0.26           2.00     0.083
## 6275          8.20            0.885        0.20           1.40     0.086
## 6277          7.20            0.450        0.15           2.00     0.078
## 6278          7.50            0.570        0.02           2.60     0.077
## 6279          7.50            0.570        0.02           2.60     0.077
## 6280          6.80            0.830        0.09           1.80     0.074
## 6281          8.00            0.600        0.22           2.10     0.080
## 6282          8.00            0.600        0.22           2.10     0.080
## 6283          7.10            0.755        0.15           1.80     0.107
## 6284          8.00            0.810        0.25           3.40     0.076
## 6285          7.40            0.640        0.07           1.80     0.100
## 6286          7.40            0.640        0.07           1.80     0.100
## 6287          6.60            0.640        0.31           6.10     0.083
## 6288          6.70            0.480        0.02           2.20     0.080
## 6289          6.00            0.490        0.00           2.30     0.068
## 6290          8.00            0.640        0.22           2.40     0.094
## 6291          7.10            0.620        0.06           1.30     0.070
## 6292          8.00            0.520        0.25           2.00     0.078
## 6293          6.40            0.570        0.14           3.90     0.070
## 6294          8.60            0.685        0.10           1.60     0.092
## 6295          8.70            0.675        0.10           1.60     0.090
## 6296          7.30            0.590        0.26           2.00     0.080
## 6297          7.00            0.600        0.12           2.20     0.083
## 6298          7.20            0.670        0.00           2.20     0.068
## 6299          7.90            0.690        0.21           2.10     0.080
## 6300          7.90            0.690        0.21           2.10     0.080
## 6301          7.60            0.300        0.42           2.00     0.052
## 6303          8.00            0.500        0.39           2.60     0.082
## 6304          7.70            0.280        0.30           2.00     0.062
## 6305          8.20            0.240        0.34           5.10     0.062
## 6306          6.00            0.510        0.00           2.10     0.064
## 6308          6.00            0.510        0.00           2.10     0.064
## 6310          6.40            0.470        0.40           2.40     0.071
## 6311          8.20            0.240        0.34           5.10     0.062
## 6312          9.90            0.570        0.25           2.00     0.104
## 6313         10.00            0.320        0.59           2.20     0.077
## 6314          6.20            0.580        0.00           1.60     0.065
## 6315         10.00            0.320        0.59           2.20     0.077
## 6316          7.30            0.340        0.33           2.50     0.064
## 6317          7.80            0.530        0.01           1.60     0.077
## 6318          7.70            0.640        0.21           2.20     0.077
## 6319          7.80            0.530        0.01           1.60     0.077
## 6320          7.50            0.400        0.18           1.60     0.079
## 6321          7.00            0.540        0.00           2.10     0.079
## 6322          6.40            0.530        0.09           3.90     0.123
## 6323          8.30            0.260        0.37           1.40     0.076
## 6324          8.30            0.260        0.37           1.40     0.076
## 6326          7.60            0.410        0.33           2.50     0.078
## 6327          7.80            0.640        0.00           1.90     0.072
## 6328          7.90            0.180        0.40           2.20     0.049
## 6329          7.40            0.410        0.24           1.80     0.066
## 6330          7.60            0.430        0.31           2.10     0.069
## 6331          5.90            0.440        0.00           1.60     0.042
## 6332          6.10            0.400        0.16           1.80     0.069
## 6335         10.00            0.380        0.38           1.60     0.169
## 6337          7.00            0.590        0.00           1.70     0.052
## 6338          7.30            0.670        0.02           2.20     0.072
## 6339          7.20            0.370        0.32           2.00     0.062
## 6340          7.40            0.785        0.19           5.20     0.094
## 6341          6.90            0.630        0.02           1.90     0.078
## 6342          6.90            0.580        0.20           1.75     0.058
## 6343          7.30            0.670        0.02           2.20     0.072
## 6344          7.40            0.785        0.19           5.20     0.094
## 6345          6.90            0.630        0.02           1.90     0.078
## 6346          6.80            0.670        0.00           1.90     0.080
## 6347          6.90            0.580        0.01           1.90     0.080
## 6348          7.20            0.380        0.31           2.00     0.056
## 6349          7.20            0.370        0.32           2.00     0.062
## 6350          7.80            0.320        0.44           2.70     0.104
## 6351          6.60            0.580        0.02           2.00     0.062
## 6352          7.60            0.490        0.33           1.90     0.074
## 6353         11.70            0.450        0.63           2.20     0.073
## 6354          6.50            0.900        0.00           1.60     0.052
## 6355          6.00            0.540        0.06           1.80     0.050
## 6356          7.60            0.490        0.33           1.90     0.074
## 6357          8.40            0.290        0.40           1.70     0.067
## 6358          7.90            0.200        0.35           1.70     0.054
## 6360          6.20            0.785        0.00           2.10     0.060
## 6361          6.80            0.640        0.03           2.30     0.075
## 6362          6.90            0.630        0.01           2.40     0.076
## 6363          6.80            0.590        0.10           1.70     0.063
## 6364          6.80            0.590        0.10           1.70     0.063
## 6365          7.30            0.480        0.32           2.10     0.062
## 6367          7.30            0.480        0.32           2.10     0.062
## 6369         10.00            0.690        0.11           1.40     0.084
## 6370          6.70            0.700        0.08           3.75     0.067
## 6371          7.60            0.350        0.60           2.60     0.073
## 6372          6.10            0.600        0.08           1.80     0.071
## 6377          7.10            0.875        0.05           5.70     0.082
## 6378          8.20            0.280        0.60           3.00     0.104
## 6379          5.60            0.620        0.03           1.50     0.080
## 6380          8.20            0.280        0.60           3.00     0.104
## 6382          8.10            0.330        0.44           1.50     0.042
## 6383          6.80            0.910        0.06           2.00     0.060
## 6384          7.00            0.655        0.16           2.10     0.074
## 6385          6.80            0.680        0.21           2.10     0.070
## 6386          6.00            0.640        0.05           1.90     0.066
## 6387          5.60            0.540        0.04           1.70     0.049
## 6388          6.20            0.570        0.10           2.10     0.048
## 6389          7.10            0.220        0.49           1.80     0.039
## 6390          5.60            0.540        0.04           1.70     0.049
## 6391          6.20            0.650        0.06           1.60     0.050
## 6392          7.70            0.540        0.26           1.90     0.089
## 6393          6.40            0.310        0.09           1.40     0.066
## 6394          7.00            0.430        0.02           1.90     0.080
## 6395          7.70            0.540        0.26           1.90     0.089
## 6396          6.90            0.740        0.03           2.30     0.054
## 6397          6.60            0.895        0.04           2.30     0.068
## 6398          6.90            0.740        0.03           2.30     0.054
## 6399          7.50            0.725        0.04           1.50     0.076
## 6400          7.80            0.820        0.29           4.30     0.083
## 6401          7.30            0.585        0.18           2.40     0.078
## 6402          6.20            0.440        0.39           2.50     0.077
## 6403          7.50            0.380        0.57           2.30     0.106
## 6404          6.70            0.760        0.02           1.80     0.078
## 6405          6.80            0.810        0.05           2.00     0.070
## 6406          7.50            0.380        0.57           2.30     0.106
## 6408          7.90            0.180        0.40           1.80     0.062
## 6409          6.40            0.360        0.21           2.20     0.047
## 6410          7.10            0.690        0.04           2.10     0.068
## 6411          6.40            0.790        0.04           2.20     0.061
## 6412          6.40            0.560        0.15           1.80     0.078
## 6413          6.90            0.840        0.21           4.10     0.074
## 6414          6.90            0.840        0.21           4.10     0.074
## 6416          6.50            0.530        0.06           2.00     0.063
## 6417          7.40            0.470        0.46           2.20     0.114
## 6418          6.60            0.700        0.08           2.60     0.106
## 6419          6.50            0.530        0.06           2.00     0.063
## 6420          6.90            0.480        0.20           1.90     0.082
## 6422          6.80            0.480        0.25           2.00     0.076
## 6423          6.00            0.420        0.19           2.00     0.075
## 6424          6.70            0.480        0.08           2.10     0.064
## 6425          6.80            0.470        0.08           2.20     0.064
## 6426          7.10            0.530        0.07           1.70     0.071
## 6427          7.90            0.290        0.49           2.20     0.096
## 6428          7.10            0.690        0.08           2.10     0.063
## 6429          6.60            0.440        0.09           2.20     0.063
## 6430          6.10            0.705        0.10           2.80     0.081
## 6431          7.20            0.530        0.13           2.00     0.058
## 6432          8.00            0.390        0.30           1.90     0.074
## 6433          6.60            0.560        0.14           2.40     0.064
## 6434          7.00            0.550        0.13           2.20     0.075
## 6435          6.10            0.530        0.08           1.90     0.077
## 6436          5.40            0.580        0.08           1.90     0.059
## 6437          6.20            0.640        0.09           2.50     0.081
## 6438          7.20            0.390        0.32           1.80     0.065
## 6439          6.20            0.520        0.08           4.40     0.071
## 6440          7.40            0.250        0.29           2.20     0.054
## 6441          6.70            0.855        0.02           1.90     0.064
## 6442         11.10            0.440        0.42           2.20     0.064
## 6443          8.40            0.370        0.43           2.30     0.063
## 6444          6.50            0.630        0.33           1.80     0.059
## 6445          7.00            0.570        0.02           2.00     0.072
## 6446          6.30            0.600        0.10           1.60     0.048
## 6447         11.20            0.400        0.50           2.00     0.099
## 6448          7.40            0.360        0.30           1.80     0.074
## 6449          7.10            0.680        0.00           2.30     0.087
## 6450          7.10            0.670        0.00           2.30     0.083
## 6451          6.30            0.680        0.01           3.70     0.103
## 6452          7.30            0.735        0.00           2.20     0.080
## 6453          6.60            0.855        0.02           2.40     0.062
## 6454          7.00            0.560        0.17           1.70     0.065
## 6455          6.60            0.880        0.04           2.20     0.066
## 6456          6.60            0.855        0.02           2.40     0.062
## 6458          7.80            0.600        0.26           2.00     0.080
## 6459          7.80            0.600        0.26           2.00     0.080
## 6460          7.80            0.600        0.26           2.00     0.080
## 6461          7.20            0.695        0.13           2.00     0.076
## 6462          7.20            0.695        0.13           2.00     0.076
## 6463          7.20            0.695        0.13           2.00     0.076
## 6464          6.70            0.670        0.02           1.90     0.061
## 6466          7.20            0.695        0.13           2.00     0.076
## 6467          7.00            0.560        0.13           1.60     0.077
## 6468          6.20            0.510        0.14           1.90     0.056
## 6470          6.40            0.380        0.14           2.20     0.038
## 6471          7.30            0.690        0.32           2.20     0.069
## 6472          6.00            0.580        0.20           2.40     0.075
## 6474          7.50            0.520        0.40           2.20     0.060
## 6475          8.00            0.300        0.63           1.60     0.081
## 6476          6.20            0.700        0.15           5.10     0.076
## 6477          6.80            0.670        0.15           1.80     0.118
## 6478          6.20            0.560        0.09           1.70     0.053
## 6479          7.40            0.350        0.33           2.40     0.068
## 6480          6.20            0.560        0.09           1.70     0.053
## 6481          6.10            0.715        0.10           2.60     0.053
## 6482          6.20            0.460        0.29           2.10     0.074
## 6483          6.70            0.320        0.44           2.40     0.061
## 6484          7.20            0.390        0.44           2.60     0.066
## 6485          7.50            0.310        0.41           2.40     0.065
## 6486          5.80            0.610        0.11           1.80     0.066
## 6487          7.20            0.660        0.33           2.50     0.068
## 6488          6.60            0.725        0.20           7.80     0.073
## 6489          6.30            0.550        0.15           1.80     0.077
## 6490          5.40            0.740        0.09           1.70     0.089
## 6491          6.30            0.510        0.13           2.30     0.076
## 6492          6.80            0.620        0.08           1.90     0.068
## 6493          6.20            0.600        0.08           2.00     0.090
## 6494          5.90            0.550        0.10           2.20     0.062
## 6495          6.30            0.510        0.13           2.30     0.076
## 6496          5.90            0.645        0.12           2.00     0.075
## 6497          6.00            0.310        0.47           3.60     0.067
##      free.sulfur.dioxide total.sulfur.dioxide   pH sulphates   alcohol
## 1                   45.0                170.0 3.00      0.45  8.800000
## 2                   14.0                132.0 3.30      0.49  9.500000
## 3                   30.0                 97.0 3.26      0.44 10.100000
## 4                   47.0                186.0 3.19      0.40  9.900000
## 5                   47.0                186.0 3.19      0.40  9.900000
## 6                   30.0                 97.0 3.26      0.44 10.100000
## 7                   30.0                136.0 3.18      0.47  9.600000
## 8                   45.0                170.0 3.00      0.45  8.800000
## 9                   14.0                132.0 3.30      0.49  9.500000
## 10                  28.0                129.0 3.22      0.45 11.000000
## 11                  11.0                 63.0 2.99      0.56 12.000000
## 12                  17.0                109.0 3.14      0.53  9.700000
## 13                  16.0                 75.0 3.18      0.63 10.800000
## 14                  48.0                143.0 3.54      0.52 12.400000
## 15                  41.0                172.0 2.98      0.67  9.700000
## 16                  28.0                112.0 3.25      0.55 11.400000
## 17                  30.0                 99.0 3.24      0.36  9.600000
## 19                  17.0                171.0 3.12      0.53 11.300000
## 20                  34.0                133.0 3.22      0.50  9.500000
## 22                  19.0                102.0 3.17      0.35 11.000000
## 23                  41.0                122.0 3.47      0.48 10.500000
## 24                  25.0                168.0 3.05      0.51  9.300000
## 25                  16.0                142.0 3.42      0.47 10.000000
## 26                  56.0                245.0 3.25      0.50 10.400000
## 27                  35.0                146.0 3.45      0.44 10.000000
## 28                  32.0                141.0 3.38      0.53 10.500000
## 29                  17.0                132.0 3.19      0.49 11.600000
## 30                  37.0                114.0 3.10      0.71 12.300000
## 31                  20.0                142.0 3.20      0.53 10.000000
## 33                  31.0                100.0 3.19      0.44 10.800000
## 34                  43.0                117.0 3.42      0.51  9.000000
## 35                  22.0                179.0 3.37      0.37 10.200000
## 36                  21.0                123.0 3.19      0.42 12.800000
## 37                  25.0                149.0 3.24      0.35 10.000000
## 38                  38.0                138.0 3.13      0.28 11.200000
## 39                  45.0                149.0 3.21      0.36  8.600000
## 40                  45.0                149.0 3.21      0.36  8.600000
## 43                  28.0                160.0 3.13      0.46  9.800000
## 44                  33.0                152.0 3.22      0.56  9.500000
## 45                  33.0                154.0 3.24      0.56  9.500000
## 46                  38.0                167.0 3.16      0.53 10.000000
## 47                  63.0                206.0 3.27      0.52  9.800000
## 48                  62.0                207.0 3.25      0.52  9.800000
## 49                  28.0                160.0 3.13      0.46  9.800000
## 50                  32.0                150.0 3.36      0.48  9.800000
## 51                  31.0                173.0 3.35      0.44 11.700000
## 52                  39.0                124.0 3.34      0.58 11.000000
## 53                  21.0                 82.0 3.32      0.46 10.900000
## 54                  39.0                108.0 3.31      0.35 10.900000
## 56                  29.0                191.0 3.13      0.52 11.000000
## 57                  37.0                213.0 3.09      0.50  9.600000
## 58                  50.0                147.0 3.30      0.36  8.900000
## 59                  25.0                 78.0 3.11      0.38 10.200000
## 60                  44.0                111.0 3.36      0.34  9.900000
## 61                  30.0                123.0 3.03      0.46  8.600000
## 62                  50.0                147.0 3.30      0.36  8.900000
## 63                  17.0                151.0 3.02      0.34 10.500000
## 64                  25.0                 78.0 3.11      0.38 10.200000
## 65                  31.0                122.0 3.15      0.46 10.300000
## 66                  29.0                120.0 3.22      0.54  9.100000
## 67                  27.0                124.0 3.22      0.49 12.600000
## 68                  81.0                174.0 3.14      0.42  9.800000
## 69                  30.0                 96.0 3.33      0.64 10.700000
## 70                  21.0                105.0 3.13      0.35  9.500000
## 71                  48.0                244.0 3.10      0.51  9.000000
## 72                  50.5                238.5 3.32      0.60  9.500000
## 73                  31.0                201.0 3.69      0.71 10.000000
## 74                   9.0                 72.0 2.95      0.49  9.100000
## 75                  30.0                 96.0 3.33      0.64 10.700000
## 76                  21.0                105.0 3.13      0.35  9.500000
## 77                  31.0                 87.0 3.26      0.37 12.700000
## 78                  20.0                 69.0 3.31      0.65 12.000000
## 79                  26.0                103.0 2.94      0.56  9.300000
## 80                  21.0                105.0 3.27      0.37  9.000000
## 81                  34.0                114.0 3.39      0.77 10.600000
## 82                  51.0                166.0 3.21      0.60  9.200000
## 83                  47.0                164.0 3.17      0.42 10.000000
## 84                  42.0                207.0 3.33      0.46  9.500000
## 85                  54.0                155.0 3.11      0.45  8.700000
## 86                  52.0                152.0 3.12      0.46  8.700000
## 87                  55.0                156.0 3.09      0.44  8.700000
## 88                  69.0                202.0 3.22      0.48  9.700000
## 89                  54.0                155.0 3.11      0.45  8.700000
## 90                  52.0                152.0 3.12      0.46  8.700000
## 91                  55.0                156.0 3.09      0.44  8.700000
## 92                  65.0                243.0 3.12      0.47  9.000000
## 93                  47.0                136.0 3.26      0.40 12.600000
## 94                  48.0                136.0 3.25      0.41 12.600000
## 95                  51.0                148.0 3.21      0.44 11.500000
## 96                  62.0                240.0 3.04      0.42  9.200000
## 98                  15.0                 80.0 2.95      0.36 11.400000
## 101                 52.0                192.0 3.00      0.44  9.100000
## 102                 64.0                162.0 3.40      0.41  9.400000
## 103                 55.0                164.0 3.34      0.39  9.400000
## 104                 44.0                170.0 2.99      0.46  9.000000
## 105                 52.0                192.0 3.00      0.44  9.100000
## 106                 34.0                109.0 3.20      0.35  9.200000
## 107                 64.0                162.0 3.40      0.41  9.400000
## 108                 60.0                171.0 3.16      0.59  9.100000
## 109                 60.0                171.0 3.16      0.59  9.100000
## 110                 37.0                187.0 3.27      0.60 10.300000
## 111                 64.0                163.0 2.89      0.39  8.800000
## 112                 45.0                255.0 3.04      0.52  8.900000
## 113                 68.0                195.0 3.01      0.47  9.200000
## 114                 29.0                150.0 3.22      0.51  9.100000
## 115                 29.0                150.0 3.22      0.51  9.100000
## 116                  8.0                103.0 3.63      0.40  9.700000
## 117                 25.0                143.0 3.31      0.44 11.300000
## 118                 16.0                 85.0 3.19      0.42 11.800000
## 119                 68.0                195.0 3.01      0.47  9.200000
## 120                 57.0                196.0 3.04      0.50  9.200000
## 121                 21.0                 87.0 3.22      0.51 10.200000
## 122                 42.0                138.0 3.01      0.54  8.800000
## 123                 31.0                131.0 3.29      0.34  9.700000
## 124                 14.0                146.0 3.29      0.36  9.100000
## 125                 40.0                158.0 3.21      0.36  9.800000
## 126                 63.0                143.0 3.27      0.48 11.000000
## 127                 29.0                126.0 3.14      0.42 10.500000
## 128                 48.0                203.0 3.45      0.54  9.700000
## 129                 47.0                179.0 3.30      0.57 10.900000
## 130                 46.0                184.0 3.31      0.57 10.900000
## 131                  7.0                 57.0 3.39      0.37 10.600000
## 132                 48.0                203.0 3.45      0.54  9.700000
## 133                 59.0                241.0 3.23      0.57  9.000000
## 134                 46.0                188.0 3.24      0.51  9.200000
## 135                 55.0                203.0 3.19      0.52  8.900000
## 136                 44.0                179.0 3.26      0.56  9.600000
## 137                 36.0                121.0 3.12      0.38 10.700000
## 138                 49.0                155.0 3.16      0.44  8.700000
## 139                 30.0                 96.0 3.15      0.54 10.800000
## 140                 18.0                 79.0 3.23      0.52 11.800000
## 141                 20.0                 77.0 3.30      0.43 10.200000
## 142                 49.0                155.0 3.16      0.44  8.700000
## 143                 38.0                107.0 3.21      0.54 10.800000
## 144                 24.0                 99.0 3.18      0.53  9.700000
## 145                 19.0                 87.0 3.12      0.54 11.200000
## 146                 37.0                114.0 3.00      0.39 10.900000
## 147                 53.0                168.0 3.28      0.37 10.100000
## 148                 15.0                 97.0 3.38      0.36  9.000000
## 149                 19.0                 80.0 3.38      0.58 12.000000
## 150                 23.0                116.0 2.99      0.38  9.400000
## 151                 46.0                152.0 3.12      0.32 11.500000
## 152                 58.0                135.0 3.14      0.43  9.900000
## 153                 23.0                116.0 2.99      0.38  9.400000
## 154                 41.0                 97.0 3.14      0.45 10.400000
## 155                 12.0                 76.0 3.06      0.84  9.700000
## 156                 48.0                198.0 2.89      0.42  8.900000
## 157                 48.0                198.0 2.89      0.42  8.900000
## 158                 38.0                124.0 3.29      0.42 12.400000
## 159                 43.0                119.0 3.36      0.33 12.100000
## 160                 43.0                119.0 3.36      0.33 12.100000
## 161                 38.0                124.0 3.29      0.42 12.400000
## 162                 27.0                159.0 2.98      0.40  9.100000
## 163                 14.0                 85.0 3.28      0.39 10.600000
## 164                 48.0                198.0 2.89      0.42  8.900000
## 165                 64.0                205.0 3.15      0.50  9.500000
## 166                 72.0                177.0 3.16      0.49  9.800000
## 167                 39.0                197.0 3.14      0.59  9.600000
## 168                 25.0                 98.0 3.08      0.44 12.600000
## 169                 20.0                151.0 3.08      0.54  9.300000
## 171                 29.0                133.0 3.12      0.54 12.700000
## 172                 17.0                 96.0 3.13      0.39 11.000000
## 173                  4.0                100.0 3.03      0.39 11.400000
## 174                 31.0                130.0 3.35      0.33 11.500000
## 175                 33.0                173.0 3.09      0.64 10.200000
## 176                 50.0                151.0 3.11      0.27 11.400000
## 177                 19.0                 65.0 3.03      0.41 12.600000
## 178                 57.0                170.0 3.28      0.39  9.400000
## 179                  9.0                108.0 3.11      0.35  8.700000
## 180                 41.0                176.0 3.19      0.68  9.200000
## 181                 42.0                173.0 3.19      0.66  9.300000
## 182                 61.0                183.0 3.09      0.43  9.200000
## 183                 48.0                167.0 2.93      0.50  8.700000
## 184                 64.0                227.0 3.18      0.58  9.600000
## 185                 64.0                226.0 3.02      0.63  9.300000
## 186                 66.0                230.0 3.02      0.63  9.300000
## 187                 49.0                166.0 3.12      0.61  9.900000
## 188                 42.0                119.0 3.15      0.50 11.000000
## 189                 26.0                109.0 3.26      0.57 12.700000
## 190                 54.0                210.0 3.09      0.54  8.900000
## 191                 55.0                211.0 3.09      0.55  8.900000
## 192                 48.0                167.0 2.93      0.50  8.700000
## 193                 28.0                123.0 3.02      0.37 11.400000
## 194                 34.0                125.0 3.36      0.42  9.600000
## 198                 54.0                214.0 3.13      0.47  8.900000
## 199                 52.0                204.0 3.10      0.49  8.800000
## 200                 54.0                214.0 3.13      0.47  8.900000
## 201                 55.0                196.0 3.15      0.50  9.300000
## 202                 52.0                204.0 3.10      0.49  8.800000
## 203                 53.0                236.0 3.20      0.50  9.600000
## 204                 39.0                134.0 3.33      0.53 12.000000
## 205                 36.0                114.0 3.28      0.50 10.200000
## 206                 45.0                153.0 3.15      0.43  8.800000
## 207                 38.0                126.0 3.21      0.34  9.200000
## 209                 15.0                 77.0 3.32      0.74 10.200000
## 210                 23.0                170.0 3.22      0.77  9.500000
## 211                 12.0                 68.0 3.31      0.34 10.500000
## 212                 35.0                111.0 3.32      0.59 11.200000
## 213                 38.0                126.0 3.21      0.34  9.200000
## 214                 31.0                122.0 3.44      0.37  9.700000
## 215                 35.0                105.0 3.30      0.44 11.100000
## 216                 55.0                152.0 3.31      0.38  9.400000
## 217                 45.0                164.0 3.03      0.33 11.000000
## 218                 55.0                152.0 3.31      0.38  9.400000
## 219                 60.0                167.0 3.31      0.44  9.400000
## 220                 43.0                161.0 3.04      0.32 11.000000
## 221                 45.0                164.0 3.03      0.33 11.000000
## 222                 33.0                172.0 3.00      0.55  9.100000
## 223                 35.0                105.0 3.30      0.44 11.100000
## 224                 33.0                144.0 3.42      0.39  9.100000
## 225                 31.0                140.0 3.39      0.54 10.400000
## 226                 39.0                145.0 3.32      0.39  8.700000
## 227                 41.0                200.0 3.50      0.50  9.700000
## 228                 66.0                272.0 3.17      0.52  9.100000
## 229                 41.0                200.0 3.50      0.50  9.700000
## 230                 39.0                145.0 3.32      0.39  8.700000
## 231                 26.0                142.0 3.37      0.46  8.900000
## 232                 38.0                194.0 3.34      0.51  9.600000
## 233                 49.0                208.0 3.31      0.51  9.500000
## 234                 55.0                194.0 3.09      0.44  9.000000
## 235                 55.0                194.0 3.09      0.44  9.000000
## 236                 55.0                194.0 3.09      0.44  9.000000
## 237                 55.0                194.0 3.09      0.44  9.000000
## 238                 54.0                221.0 3.27      0.50  9.600000
## 239                 40.0                120.0 3.34      0.41 11.100000
## 240                 28.0                159.0 3.48      0.64  9.600000
## 241                 49.0                197.0 3.20      0.46  8.700000
## 242                 23.0                 90.0 3.13      0.50 10.400000
## 243                 23.0                100.0 3.15      0.38 11.400000
## 244                 64.5                218.5 3.30      0.58  9.700000
## 245                 40.0                142.0 3.14      0.46  8.700000
## 247                 26.0                139.0 3.16      0.61 12.600000
## 248                 12.0                 77.0 3.25      0.36 10.900000
## 249                 12.0                 76.0 3.25      0.37 10.900000
## 250                 18.0                119.0 3.38      0.45 10.000000
## 251                 40.0                199.0 3.72      0.70 10.000000
## 252                 41.0                197.0 3.02      0.50  9.800000
## 253                 40.0                142.0 3.14      0.46  8.700000
## 254                  5.0                109.0 3.53      0.43 11.700000
## 255                 37.0                158.0 3.21      0.52  9.300000
## 256                 45.0                147.0 3.32      0.58  9.600000
## 257                  8.0                 97.0 3.27      0.41 11.000000
## 258                  8.0                 97.0 3.27      0.41 11.000000
## 259                 23.0                118.0 3.32      0.50 11.800000
## 260                  3.0                 75.0 3.28      0.34 11.400000
## 261                 36.0                108.0 3.32      0.42 10.200000
## 262                 36.0                156.0 2.93      0.47  8.900000
## 263                 15.0                 95.0 3.17      0.33 10.200000
## 264                 66.0                231.0 3.08      0.59  9.600000
## 265                 22.0                167.0 3.10      0.48 10.600000
## 266                 36.0                156.0 2.93      0.47  8.900000
## 267                 32.0                180.0 3.25      0.51  9.200000
## 268                 34.0                149.0 3.34      0.57  9.700000
## 269                 34.0                145.0 3.34      0.57  9.700000
## 270                 36.0                147.0 3.34      0.57  9.700000
## 271                 32.0                180.0 3.25      0.51  9.200000
## 272                 33.0                147.0 3.33      0.58  9.700000
## 273                 44.0                148.0 3.29      0.38  9.300000
## 274                 30.0                123.0 3.24      0.38  9.000000
## 275                 59.0                234.0 3.05      0.61  9.500000
## 276                 51.0                169.0 3.14      0.57  9.800000
## 277                 50.0                166.0 3.14      0.58  9.800000
## 278                  9.0                 60.0 2.89      0.50 10.600000
## 279                 14.0                 67.0 3.05      0.47 10.600000
## 280                 17.0                105.0 3.26      0.68 12.400000
## 281                 22.0                112.0 3.19      0.38 12.600000
## 282                 36.0                114.0 3.30      0.60 12.300000
## 283                 46.0                201.0 3.08      0.65 10.500000
## 284                 51.0                196.0 3.19      0.49  9.300000
## 285                 46.0                198.0 3.12      0.49  8.800000
## 286                 47.0                180.0 3.08      0.47  8.800000
## 287                 51.0                190.0 3.22      0.51  9.700000
## 288                 49.0                192.0 2.98      0.48  9.000000
## 289                 49.0                192.0 2.98      0.48  9.000000
## 290                 49.0                192.0 2.98      0.48  9.000000
## 291                 49.0                192.0 2.98      0.48  9.000000
## 292                 53.0                155.0 3.52      0.46 10.500000
## 293                 53.0                195.0 2.96      0.44  9.100000
## 294                 26.0                157.0 3.44      0.64  9.800000
## 295                 34.0                182.0 3.23      0.38  8.500000
## 296                 34.0                175.0 3.37      0.54  9.400000
## 297                 33.0                169.0 3.09      0.57  9.400000
## 298                 82.0                187.0 3.19      0.60 11.200000
## 299                 65.0                146.0 3.17      0.45 10.000000
## 300                 27.0                122.0 3.15      0.45 10.300000
## 301                 36.0                 87.0 3.27      0.67 10.800000
## 302                 12.0                 74.0 3.13      0.38 10.500000
## 303                 36.0                 87.0 3.27      0.67 10.800000
## 304                 42.0                168.0 3.32      0.43 11.100000
## 305                 41.0                163.0 3.20      0.41  9.900000
## 306                 41.0                163.0 3.20      0.41  9.900000
## 307                 40.0                163.0 3.20      0.41  9.900000
## 308                 41.0                166.0 3.20      0.41  9.900000
## 309                 30.0                134.0 3.20      0.42 10.400000
## 310                 36.0                148.0 3.21      0.41 10.400000
## 311                 16.0                100.0 3.40      0.71 11.500000
## 312                 35.0                164.0 3.53      0.51 12.500000
## 313                 37.0                149.0 3.36      0.45 10.000000
## 314                 51.0                166.0 3.29      0.63 10.000000
## 315                 50.0                167.0 3.29      0.62 10.000000
## 316                 42.0                127.0 3.09      0.44  9.100000
## 317                 34.0                134.0 3.21      0.38 10.600000
## 318                 36.0                135.0 3.19      0.37 10.500000
## 319                 19.0                133.0 3.52      0.43 11.500000
## 320                 10.0                 69.0 3.54      0.59 10.100000
## 321                 15.0                 65.0 3.61      0.61 10.300000
## 322                 36.0                135.0 3.19      0.37 10.500000
## 323                 34.0                134.0 3.21      0.38 10.600000
## 324                 35.0                137.0 3.16      0.36 10.400000
## 327                 38.0                216.0 2.96      0.60 10.000000
## 328                 37.0                143.0 3.19      0.65 10.000000
## 329                 55.0                195.0 3.23      0.50  9.600000
## 330                 33.0                 85.0 3.17      0.51 10.400000
## 331                 34.0                101.0 3.36      0.60 12.500000
## 332                 37.0                135.0 3.20      0.39 10.600000
## 333                 16.0                 91.0 3.28      0.40 11.800000
## 334                 30.0                133.0 3.11      0.44  9.800000
## 335                 12.0                 80.0 3.25      0.38 10.800000
## 336                 16.0                 91.0 3.28      0.40 11.800000
## 337                 15.0                105.0 3.32      0.42 11.200000
## 338                 55.0                170.0 3.28      0.42  9.300000
## 339                 12.0                139.0 3.45      0.53 10.400000
## 340                 49.0                141.0 3.43      0.85 10.200000
## 341                 27.0                153.0 3.19      0.55  9.000000
## 342                 17.0                129.0 3.20      0.54 10.000000
## 343                 30.0                140.0 3.18      0.47  9.100000
## 344                 46.0                144.0 3.29      0.76 10.000000
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## 444                 54.0                245.0 3.26      0.54  9.300000
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## 466                 34.0                126.0 2.95      0.46  8.900000
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## 468                 15.0                 68.0 3.17      0.39  9.400000
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## 487                 43.0                117.0 3.46      0.51  9.700000
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## 491                  8.0                 70.0 3.09      0.46 12.100000
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## 493                 42.0                182.0 3.18      0.46  9.900000
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## 498                 43.0                147.0 3.29      0.54 12.500000
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## 510                 40.0                170.0 3.64      0.54 10.000000
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## 516                 28.0                167.0 3.37      0.47 10.400000
## 517                 47.0                154.0 3.08      0.45  9.100000
## 518                 49.0                154.0 3.00      0.60 10.400000
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## 522                  8.0                143.0 3.05      0.74  9.800000
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## 531                 31.0                103.0 3.43      0.79  9.700000
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## 534                 53.0                178.0 3.01      0.48  9.000000
## 535                 53.0                178.0 3.01      0.48  9.000000
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## 537                 54.0                171.0 3.09      0.51  9.100000
## 538                 53.0                178.0 3.01      0.48  9.000000
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## 541                 10.0                175.0 3.46      0.55 11.400000
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## 544                 29.0                148.0 3.22      0.62  9.900000
## 545                 49.0                162.0 3.21      0.51  9.000000
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## 551                 40.0                168.0 3.07      0.52  9.600000
## 552                 31.0                 93.0 2.93      0.37 11.300000
## 553                 32.0                118.0 3.00      0.38 12.100000
## 554                 40.0                168.0 3.07      0.52  9.600000
## 555                 32.0                118.0 3.00      0.38 12.100000
## 556                 31.0                 93.0 2.93      0.37 11.300000
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## 559                 53.0                165.0 3.25      0.39  9.500000
## 560                 51.0                144.0 3.01      0.76 12.300000
## 561                 31.0                150.0 3.12      0.74  9.900000
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## 564                 16.0                135.0 3.08      0.77 10.400000
## 565                 38.0                165.0 3.20      0.42  9.100000
## 566                 28.0                 99.0 3.12      0.47 10.000000
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## 568                 59.0                153.0 3.08      0.61  9.800000
## 569                 61.0                154.0 3.08      0.60  9.800000
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## 572                 26.0                107.0 3.32      0.41 11.600000
## 573                 44.0                181.0 3.04      0.56  8.800000
## 574                 49.0                151.0 3.16      0.39 12.700000
## 575                 39.0                138.0 3.17      0.44 11.700000
## 576                 47.0                185.0 3.13      0.50 10.200000
## 577                 47.0                187.0 3.13      0.50 10.200000
## 578                 48.0                153.0 3.15      0.38 12.700000
## 579                 26.0                107.0 3.32      0.41 11.600000
## 580                 42.0                134.0 3.38      0.38 12.300000
## 582                 25.0                111.0 3.35      0.39  9.400000
## 583                 44.0                168.0 3.13      0.35 10.100000
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## 585                 32.0                134.0 3.42      0.51 10.100000
## 586                 26.0                 81.0 2.86      0.36  9.700000
## 587                 38.0                157.0 3.13      0.48  8.900000
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## 589                 42.0                121.0 3.42      0.49 10.800000
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## 592                 48.0                119.0 3.32      0.49 10.900000
## 593                 28.0                152.0 3.20      0.52  9.400000
## 594                 10.0                131.0 2.97      0.28 10.800000
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## 597                 28.0                152.0 3.20      0.52  9.400000
## 598                 26.0                127.0 3.17      0.44 10.800000
## 599                 31.0                115.0 3.35      0.48 10.500000
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## 603                 10.0                131.0 2.97      0.28 10.800000
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## 608                 38.0                158.0 3.43      0.38  9.600000
## 609                 48.0                161.0 3.34      0.48  9.500000
## 610                 12.0                 94.0 3.48      0.69 10.700000
## 611                 29.0                119.0 3.25      0.65 12.400000
## 612                  9.0                 95.0 3.09      0.39 11.100000
## 613                 37.0                133.0 2.99      0.38  8.800000
## 614                 38.0                133.0 3.00      0.36  8.700000
## 615                 38.0                133.0 3.00      0.36  8.700000
## 616                 37.0                133.0 2.99      0.38  8.800000
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## 619                 52.0                190.0 3.23      0.50 10.800000
## 620                 33.0                135.0 3.12      0.50  9.600000
## 621                 59.0                222.0 3.18      0.58  9.000000
## 622                 50.0                171.0 2.85      0.50  9.000000
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## 624                  3.0                 64.0 3.23      0.51 11.400000
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## 626                 49.0                130.0 3.33      0.46 11.000000
## 627                 22.0                177.0 3.32      0.45  9.100000
## 628                 31.0                228.0 3.23      0.62  9.400000
## 629                 31.0                228.0 3.23      0.62  9.400000
## 630                 23.0                 99.0 3.18      0.60 10.500000
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## 632                 35.0                144.0 3.22      0.42  8.800000
## 633                 16.0                131.0 3.26      0.64 10.700000
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## 636                 34.0                140.0 3.49      0.51 10.800000
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## 639                 48.0                198.0 3.30      0.71 10.300000
## 640                 49.0                197.0 3.30      0.71 10.300000
## 641                 33.0                127.0 3.34      0.50 11.000000
## 642                 34.0                189.0 3.25      0.43  9.000000
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## 645                 32.0                166.0 3.31      0.45  9.500000
## 646                 44.0                166.0 3.24      0.41  9.000000
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## 649                 34.0                190.0 3.16      0.72 10.000000
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## 651                 35.0                189.0 3.07      0.53  9.100000
## 652                 35.0                189.0 3.07      0.53  9.100000
## 653                 35.0                189.0 3.07      0.53  9.100000
## 654                 34.0                134.0 3.34      0.45  9.500000
## 655                 70.0                138.0 3.33      0.75 11.400000
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## 657                 27.0                 95.0 3.04      0.40 11.300000
## 658                 14.0                136.0 3.25      0.44 10.200000
## 659                 41.0                188.0 3.24      0.40 11.300000
## 661                 12.0                 86.0 3.15      0.38  9.400000
## 662                 47.0                133.0 3.37      0.50 12.200000
## 663                 23.0                188.0 3.40      0.47  9.200000
## 664                 12.0                 86.0 3.15      0.38  9.400000
## 665                 49.0                182.0 3.35      0.52  9.600000
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## 667                 38.0                195.0 3.35      0.72 12.500000
## 668                 49.0                182.0 3.35      0.52  9.600000
## 669                 37.0                173.0 3.35      0.46 10.000000
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## 671                 34.0                199.0 3.14      0.55  9.300000
## 672                 22.0                101.0 3.29      0.57 11.600000
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## 674                 18.0                130.0 3.36      0.63 10.600000
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## 676                 44.0                201.0 3.19      0.40  9.100000
## 677                 48.0                224.0 3.23      0.41  9.000000
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## 679                 23.0                 94.0 3.42      0.42 11.800000
## 680                 23.0                 94.0 3.42      0.42 11.800000
## 681                 64.0                159.0 3.17      0.39 10.000000
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## 685                 50.0                183.0 3.03      0.42 11.200000
## 686                 54.0                201.0 3.25      0.46  9.000000
## 687                 21.0                114.0 3.30      0.53 10.700000
## 689                 61.0                222.0 3.14      0.50  9.100000
## 690                 34.0                125.0 3.26      0.60 10.800000
## 691                 25.0                136.0 3.31      0.60 10.100000
## 692                 36.0                198.0 3.17      0.62  9.900000
## 693                 36.0                191.0 3.17      0.62  9.800000
## 694                 34.0                185.0 3.17      0.63  9.800000
## 695                 51.0                225.0 3.16      0.66  9.500000
## 696                 49.0                198.0 3.23      0.46  9.500000
## 697                 22.0                 94.0 3.23      0.57 11.100000
## 698                 62.0                204.0 3.06      0.60  9.500000
## 699                 62.0                204.0 3.06      0.60  9.500000
## 700                 62.0                204.0 3.06      0.59  9.400000
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## 706                 13.0                 41.0 2.89      0.34 10.900000
## 707                 50.0                218.0 3.15      0.60 10.000000
## 708                 57.0                166.0 3.13      0.62 11.200000
## 709                 44.0                130.0 3.11      0.48 10.000000
## 710                 13.0                 98.0 3.14      0.46  9.200000
## 711                 51.0                172.0 3.35      0.45  9.500000
## 712                 31.0                128.0 3.10      0.50 12.300000
## 713                 31.0                128.0 3.10      0.50 12.300000
## 714                 57.0                213.0 3.32      0.43 10.000000
## 715                 39.0                187.0 3.41      0.50 10.800000
## 716                 41.0                150.0 3.49      0.71 10.500000
## 717                 22.0                221.0 3.06      0.61  9.200000
## 718                 34.0                157.0 2.96      0.50  9.100000
## 719                 41.0                150.0 3.49      0.71 10.500000
## 720                 35.0                127.0 3.45      0.50 10.200000
## 721                 62.0                178.0 3.02      0.45  8.900000
## 722                 15.0                182.0 3.50      0.52 10.400000
## 723                 23.0                128.0 3.37      0.47 11.700000
## 724                 29.0                 89.0 3.26      0.44 12.400000
## 725                 23.0                122.0 3.14      0.39 10.900000
## 726                 35.0                136.0 3.15      0.46 10.200000
## 727                 41.0                114.0 3.37      0.66 11.700000
## 728                 19.0                101.0 2.99      0.59  9.400000
## 729                 42.0                157.0 3.35      0.47 10.500000
## 731                 25.0                139.0 3.35      0.56 10.400000
## 732                 78.0                240.0 3.25      0.47  9.500000
## 733                 14.0                 49.0 3.01      0.33 11.100000
## 734                 40.0                183.0 3.02      0.50  9.100000
## 735                 28.0                191.0 3.28      0.61  9.200000
## 736                 15.0                129.0 3.14      0.49  9.600000
## 737                 40.0                183.0 3.02      0.50  9.100000
## 738                 28.0                191.0 3.28      0.61  9.200000
## 739                 40.0                142.0 3.17      0.39 10.800000
## 740                 15.0                129.0 3.14      0.49  9.600000
## 741                  5.0                 19.0 3.31      0.37 12.600000
## 742                 21.0                 57.0 3.44      0.55 11.000000
## 743                 26.0                136.0 3.28      0.61 10.200000
## 744                 38.0                152.0 3.33      0.43  9.400000
## 745                 24.0                160.0 3.17      0.43 10.000000
## 747                 31.0                253.0 3.22      0.56 10.500000
## 748                 56.0                177.0 3.04      0.32 11.500000
## 749                 44.0                176.0 3.30      0.54  9.800000
## 750                 51.0                175.0 3.04      0.32 11.400000
## 751                 56.0                177.0 3.04      0.32 11.500000
## 752                 78.0                167.0 3.15      0.55 10.200000
## 753                 83.0                160.0 3.16      0.50  9.400000
## 754                 31.0                253.0 3.22      0.56 10.500000
## 755                 14.0                138.0 3.09      0.50  9.100000
## 756                 32.0                107.0 3.25      0.48 12.200000
## 757                 45.0                175.0 3.42      0.43  9.500000
## 758                 68.0                178.0 3.40      0.85  9.300000
## 761                 44.0                176.0 3.30      0.54  9.800000
## 762                 42.0                173.0 3.30      0.54  9.800000
## 763                 55.0                247.0 3.00      0.56  8.700000
## 764                 38.0                128.0 3.37      0.57 10.200000
## 765                 36.0                168.0 3.22      0.69  9.500000
## 766                 35.0                135.0 2.94      0.46 11.000000
## 768                  7.0                 46.0 3.21      0.60 10.900000
## 769                 41.0                113.0 3.42      0.40  9.300000
## 770                 41.0                113.0 3.42      0.40  9.300000
## 771                 29.0                120.0 3.41      0.46  9.800000
## 774                 49.0                172.0 3.40      0.45  9.400000
## 775                 28.0                124.0 3.20      0.46 10.400000
## 776                 29.0                104.0 3.24      0.58 12.100000
## 777                 18.0                 98.0 3.02      0.56 11.000000
## 778                 47.0                197.0 3.12      0.53  9.000000
## 779                 59.0                178.0 3.37      0.82  9.500000
## 780                 43.0                145.0 3.28      0.75  8.800000
## 781                  7.0                 55.0 3.37      0.38 11.200000
## 782                 44.0                213.0 3.08      0.61  9.300000
## 783                 59.0                178.0 3.37      0.82  9.500000
## 784                 43.0                145.0 3.28      0.75  8.800000
## 785                 47.0                197.0 3.12      0.53  9.000000
## 786                 31.0                119.0 3.27      0.30  9.300000
## 787                 31.0                117.0 3.27      0.29  9.200000
## 788                 31.0                117.0 3.27      0.29  9.200000
## 789                 26.0                116.0 3.46      0.45 10.000000
## 790                 31.0                119.0 3.27      0.30  9.300000
## 791                 31.0                117.0 3.27      0.29  9.200000
## 792                 28.0                 92.0 3.39      0.69 10.900000
## 793                 34.0                144.0 3.10      0.56 10.000000
## 794                 28.0                 92.0 3.39      0.69 10.900000
## 795                 38.0                173.0 3.03      0.52  9.300000
## 796                 37.0                157.0 3.09      0.43  9.000000
## 797                 42.0                215.0 3.02      0.58  9.200000
## 798                 47.0                153.0 3.28      0.77  9.600000
## 799                 30.0                113.0 3.42      0.40  9.400000
## 800                 14.0                 75.0 3.34      0.58 11.100000
## 801                 44.0                161.0 3.06      0.41  8.900000
## 802                 61.0                222.0 3.19      0.47  9.300000
## 803                 57.0                220.0 3.07      0.53  9.300000
## 804                 46.0                165.0 3.41      0.44  9.800000
## 805                 24.0                112.0 3.22      0.46  9.800000
## 806                 44.0                161.0 3.06      0.41  8.900000
## 807                 57.0                205.0 3.17      0.41  9.600000
## 808                 55.0                204.0 3.16      0.41  9.600000
## 809                 65.0                246.0 3.15      0.38  9.000000
## 810                 57.0                206.0 3.17      0.43  9.500000
## 811                 61.0                222.0 3.19      0.47  9.300000
## 812                 17.0                120.0 3.21      0.56  9.200000
## 813                  9.0                160.0 3.42      0.50  9.100000
## 814                 44.0                166.0 3.38      0.46  9.500000
## 815                 44.0                229.0 3.03      0.59 10.500000
## 816                 24.0                125.0 3.01      0.46  9.000000
## 817                  7.0                 77.0 3.16      0.52 11.700000
## 818                 27.0                133.0 3.20      0.51  9.100000
## 819                 24.0                125.0 3.01      0.46  9.000000
## 820                 27.0                133.0 3.20      0.51  9.100000
## 821                 24.0                 85.0 3.41      0.61 12.400000
## 822                 28.0                212.0 2.96      0.58  9.200000
## 823                 34.0                104.0 3.30      0.43  9.400000
## 824                 36.0                117.0 3.34      0.43  9.600000
## 825                  7.0                 77.0 3.16      0.52 11.700000
## 826                 36.0                167.0 3.26      0.56  9.800000
## 827                 24.0                155.0 3.33      0.59 10.200000
## 828                 27.0                139.0 3.28      0.48 12.500000
## 829                 20.0                 90.0 3.16      0.44 10.900000
## 830                 21.0                 90.0 3.16      0.42 11.000000
## 831                 34.0                110.0 3.72      0.69 10.500000
## 832                 34.0                161.0 3.05      0.62 11.500000
## 833                 34.0                108.0 3.36      0.53 12.800000
## 834                 27.0                 82.0 3.18      0.44 12.200000
## 835                 34.0                110.0 3.72      0.69 10.500000
## 836                 34.0                108.0 3.14      0.45 12.800000
## 837                 30.0                177.0 3.25      0.40 11.900000
## 838                 30.0                177.0 3.25      0.40 11.900000
## 839                 30.0                177.0 3.25      0.40 11.900000
## 840                 12.0                126.0 3.16      0.39 12.000000
## 841                 12.0                126.0 3.16      0.39 12.000000
## 842                 35.0                169.0 3.12      0.47  8.800000
## 843                 35.0                169.0 3.12      0.47  8.800000
## 844                 33.0                101.0 3.21      0.54 10.800000
## 845                 29.0                118.0 3.30      0.50 11.000000
## 846                 29.0                118.0 3.30      0.50 11.000000
## 847                 62.0                153.0 3.02      0.40  9.300000
## 848                 17.0                 73.0 3.08      0.39 10.800000
## 849                 35.0                169.0 3.12      0.47  8.800000
## 850                 30.0                105.0 3.31      0.47 11.500000
## 851                 33.0                101.0 3.21      0.54 10.800000
## 852                 58.0                166.0 3.10      0.54  9.400000
## 854                 41.0                151.0 3.06      0.49  8.600000
## 856                 30.0                116.0 3.49      0.77 10.300000
## 857                 58.0                166.0 3.10      0.54  9.400000
## 858                 59.0                169.0 3.10      0.52  9.400000
## 859                 60.0                149.0 3.17      0.54 10.000000
## 861                 38.0                103.0 3.22      0.63 10.400000
## 862                 57.0                182.0 3.29      0.75  9.100000
## 863                 33.0                163.0 3.36      0.61  9.900000
## 864                 24.0                111.0 3.24      0.50 12.100000
## 865                 34.0                163.0 3.35      0.61  9.900000
## 866                 26.0                117.0 3.12      0.30 12.500000
## 868                 41.0                143.0 3.24      0.76  8.500000
## 869                 49.0                173.0 3.28      0.82  9.000000
## 870                 37.0                 97.0 3.19      0.70 10.100000
## 872                 41.0                151.0 3.06      0.49  8.600000
## 873                 24.0                125.0 3.06      0.34 10.700000
## 875                 10.0                 64.0 3.35      0.39 10.100000
## 876                 28.0                141.0 3.20      0.57 10.000000
## 877                 57.0                119.0 3.28      0.36 12.700000
## 878                 33.0                104.0 3.19      0.38 10.200000
## 879                 37.0                110.0 3.23      0.37  8.900000
## 880                 18.0                111.0 3.41      0.82 11.900000
## 881                 28.0                141.0 3.20      0.57 10.000000
## 882                  9.0                121.0 3.19      0.48  9.900000
## 883                 22.0                125.0 3.13      0.55 11.500000
## 884                 22.0                125.0 3.13      0.55 11.500000
## 885                 38.0                236.0 3.35      0.52  9.800000
## 886                 20.0                105.0 3.40      0.67 12.200000
## 887                 39.0                173.0 3.19      0.51 11.400000
## 888                 34.0                 90.0 3.37      0.68 11.000000
## 889                 39.0                173.0 3.19      0.51 11.400000
## 890                 34.0                 90.0 3.37      0.68 11.000000
## 891                 43.0                166.0 3.30      0.63  9.900000
## 892                 40.0                114.0 3.42      0.40 11.000000
## 893                 38.0                114.0 3.58      0.48  9.400000
## 894                 33.0                128.0 3.12      0.36 12.200000
## 895                 40.0                114.0 3.42      0.40 11.000000
## 896                 17.0                 67.0 3.23      0.53 10.300000
## 897                 52.0                242.0 3.22      0.53 10.500000
## 898                 12.0                 87.0 3.08      0.46 10.500000
## 899                 13.0                 67.0 3.05      0.49 10.900000
## 900                 52.0                242.0 3.22      0.53 10.500000
## 901                 30.0                145.0 3.32      0.56 11.000000
## 902                 26.0                113.0 3.25      0.37  9.700000
## 903                 63.0                229.0 3.08      0.40  8.900000
## 904                 60.0                206.0 3.20      0.39  9.600000
## 905                 49.0                159.0 3.02      0.47  8.800000
## 906                  9.0                101.0 3.06      0.65 11.100000
## 907                  8.0                 72.0 3.08      0.61 10.300000
## 908                 30.0                124.0 3.28      0.43 12.200000
## 909                 23.0                159.0 3.32      0.47  9.800000
## 910                 46.0                217.0 3.08      0.53  8.800000
## 911                 24.0                144.0 3.15      0.63  9.900000
## 912                 22.0                143.0 3.15      0.63  9.900000
## 913                 22.0                145.0 3.15      0.63  9.900000
## 914                 11.0                 30.0 3.36      0.35  9.200000
## 915                 11.5                 88.0 3.24      0.37  9.500000
## 916                 11.0                 30.0 3.36      0.35  9.200000
## 917                 36.0                137.0 3.36      0.56 10.300000
## 918                 23.0                124.0 2.93      0.33 11.000000
## 919                 27.0                107.0 3.06      0.39 11.900000
## 920                 20.0                107.0 2.94      0.32 10.200000
## 921                 59.0                144.0 3.55      0.44  9.400000
## 922                 56.0                153.0 3.13      0.44  8.900000
## 923                 56.0                153.0 3.13      0.44  8.900000
## 924                 69.0                215.0 3.17      0.43 10.000000
## 925                 50.0                152.0 3.45      0.49 10.700000
## 926                 13.0                100.0 3.28      0.43  9.800000
## 927                 26.0                 80.0 3.36      0.38  9.300000
## 928                 52.0                173.0 3.02      0.48  9.500000
## 929                 47.0                179.0 3.58      0.47 10.000000
## 930                 42.0                115.0 3.15      0.51  9.000000
## 931                 21.0                 84.0 3.14      0.40 11.900000
## 932                 64.0                230.0 3.08      0.38  8.900000
## 933                 80.0                225.0 3.18      0.41 10.000000
## 934                 58.0                205.0 3.26      0.41  9.600000
## 935                 64.0                233.0 3.08      0.38  8.900000
## 936                 61.0                230.0 3.12      0.40  8.900000
## 937                 10.0                 67.0 3.08      0.41 11.400000
## 938                 42.0                115.0 3.15      0.51  9.000000
## 939                 56.0                244.0 3.36      0.55 10.000000
## 940                 39.0                194.0 3.06      0.47  9.600000
## 941                 40.0                197.0 3.14      0.60  9.700000
## 942                 61.0                212.0 3.25      0.53  9.500000
## 943                 27.0                 88.0 3.54      0.41 10.000000
## 944                 31.0                135.0 3.14      0.38 12.200000
## 945                 16.0                131.0 3.28      0.44  8.700000
## 946                 28.0                105.0 3.52      0.44 10.200000
## 948                 24.0                147.0 2.96      0.36 10.000000
## 949                 10.0                 57.0 3.36      0.52  9.500000
## 950                  8.0                 84.0 3.18      0.46 11.500000
## 951                 15.0                134.0 3.08      0.38  9.500000
## 952                 26.0                143.0 3.08      0.49  9.800000
## 953                 14.0                 99.0 3.23      0.55 10.100000
## 954                 39.0                117.0 2.99      0.36 10.000000
## 955                 26.0                143.0 3.08      0.49  9.800000
## 956                 15.0                134.0 3.08      0.38  9.500000
## 957                 13.0                133.0 3.07      0.38  9.500000
## 958                 25.0                 79.0 3.39      0.54 10.200000
## 959                 25.0                 78.0 3.39      0.54 10.200000
## 960                 38.0                174.0 3.03      0.42  9.000000
## 961                 38.0                174.0 3.03      0.42  9.000000
## 962                 34.0                101.0 3.13      0.57 12.300000
## 963                 38.0                174.0 3.03      0.42  9.000000
## 964                 23.0                112.0 3.37      0.51 11.600000
## 965                 36.0                152.0 3.28      0.43  9.500000
## 966                 14.0                101.0 3.15      0.36 11.500000
## 967                 43.0                188.0 3.13      0.37  9.600000
## 968                 38.0                153.0 3.24      0.42  9.000000
## 969                 23.0                 93.0 3.34      0.70 12.000000
## 970                 18.0                 68.0 3.33      0.51 11.400000
## 971                 25.0                102.0 3.38      0.36 12.300000
## 972                 24.0                110.0 3.32      0.47 12.600000
## 973                 38.0                153.0 3.24      0.42  9.000000
## 974                 23.0                 93.0 3.34      0.70 12.000000
## 975                 14.0                114.0 3.32      0.90 11.700000
## 976                 22.0                111.0 3.12      0.49  9.200000
## 977                 47.0                131.0 3.51      0.45 10.300000
## 978                 53.0                189.0 3.25      0.49  8.600000
## 979                 32.0                155.0 3.39      0.62 10.700000
## 982                 32.0                155.0 3.39      0.62 10.700000
## 983                 15.0                 72.0 3.50      0.45 12.500000
## 984                 21.0                 77.0 3.41      0.45 11.900000
## 985                 63.0                149.0 3.44      0.52 10.800000
## 986                 29.0                122.0 3.42      0.52 10.500000
## 987                 44.0                161.0 3.12      0.48 10.300000
## 988                 45.0                163.0 3.12      0.45 10.300000
## 989                 63.0                149.0 3.44      0.52 10.800000
## 990                  8.0                117.0 3.06      0.38 12.000000
## 991                 41.0                143.0 2.95      0.39 10.200000
## 992                  7.0                 69.0 3.14      0.62 10.200000
## 993                 75.0                217.0 3.19      0.39  9.900000
## 994                  9.0                 62.0 3.38      0.47 10.100000
## 995                 24.0                187.0 3.25      0.55  9.500000
## 996                 27.0                154.0 3.05      0.45 10.500000
## 997                  6.0                 29.0 3.29      0.63 10.400000
## 998                 33.0                152.0 3.31      0.47  9.500000
## 999                 43.0                184.0 3.05      0.50  9.200000
## 1000                47.0                165.0 3.05      0.54 10.100000
## 1001                16.0                 84.0 3.15      0.45  9.800000
## 1002                61.0                216.0 3.09      0.46  9.400000
## 1003                60.0                221.0 3.09      0.45  9.400000
## 1004                18.0                136.0 3.31      0.48 10.400000
## 1005                40.0                153.0 3.34      0.55 11.300000
## 1006                18.0                 91.0 3.42      0.64 10.800000
## 1007                40.0                153.0 3.34      0.55 11.300000
## 1008                30.0                 79.0 3.32      0.43  9.300000
## 1009                45.0                199.0 3.37      0.55 10.300000
## 1010                32.0                146.0 3.08      0.39 10.500000
## 1011                25.0                109.0 3.11      0.75 10.300000
## 1012                60.0                173.0 3.24      0.66 11.200000
## 1013                31.0                 98.0 3.15      0.41 10.300000
## 1014                62.0                210.0 3.19      0.50  9.500000
## 1016                19.0                113.0 3.03      0.29 10.200000
## 1017                44.0                136.0 2.98      0.88  9.200000
## 1018                25.0                109.0 3.11      0.75 10.300000
## 1019                47.0                157.0 2.95      0.31 10.500000
## 1020                56.0                189.0 3.21      0.62  9.500000
## 1021                35.0                125.0 3.11      0.49 11.400000
## 1022                35.0                125.0 3.11      0.49 11.400000
## 1023                54.0                188.0 3.25      0.37 11.100000
## 1024                48.0                174.0 3.13      0.38 10.500000
## 1026                38.0                123.0 3.38      0.51  9.700000
## 1027                47.0                140.0 3.32      0.51 10.200000
## 1028                13.0                 60.0 3.09      0.30  9.500000
## 1029                51.0                128.0 3.41      0.59 10.400000
## 1030                50.0                245.0 3.19      0.57  9.300000
## 1031                24.0                166.0 3.48      0.62 10.500000
## 1032                45.0                232.0 3.35      0.62 10.000000
## 1033                44.5                234.0 3.49      0.64 10.200000
## 1034                44.5                234.0 3.49      0.64 10.200000
## 1036                39.0                148.0 3.16      0.67 10.200000
## 1037                18.0                 75.0 3.54      0.88 10.700000
## 1038                11.0                 77.0 3.21      0.56  9.700000
## 1039                33.0                104.0 3.37      0.52  9.300000
## 1040                13.0                102.0 3.05      0.74 11.000000
## 1041                17.0                138.0 3.22      0.71 10.800000
## 1042                19.0                 75.0 3.01      0.56 10.700000
## 1043                18.0                104.0 3.24      0.45 10.700000
## 1044                55.0                243.0 2.95      0.40  8.800000
## 1045                23.0                 94.0 3.16      0.48 10.900000
## 1046                24.0                 92.0 3.14      0.45 10.500000
## 1047                23.0                107.0 3.29      0.45 10.000000
## 1048                 5.0                 61.0 3.07      0.43 10.400000
## 1049                15.0                 75.0 3.03      0.43  9.200000
## 1050                36.0                116.0 3.31      0.62 12.600000
## 1051                29.0                152.0 3.10      0.54  9.000000
## 1053                18.0                 86.0 2.99      0.39 11.300000
## 1054                17.0                119.0 3.12      0.69 10.300000
## 1055                 5.0                 61.0 3.07      0.43 10.400000
## 1056                29.0                111.0 2.96      0.44 10.000000
## 1057                26.0                111.0 3.51      0.47 10.700000
## 1058                35.0                197.0 3.41      0.47  9.000000
## 1059                26.0                111.0 3.51      0.47 10.700000
## 1060                48.0                166.0 3.30      0.54  8.700000
## 1061                30.0                121.0 3.09      0.72 11.600000
## 1062                45.0                185.0 3.34      0.55  9.400000
## 1063                35.5                216.0 3.31      0.68  9.500000
## 1064                36.0                202.0 3.30      0.67  9.500000
## 1065                48.0                159.0 3.37      0.70 10.900000
## 1066                32.0                126.0 3.22      0.50  9.700000
## 1067                62.0                172.0 3.08      0.45  9.100000
## 1068                33.0                125.0 3.10      0.49 11.100000
## 1069                 9.0                 87.0 2.96      0.40 12.600000
## 1070                38.0                147.0 3.35      0.56 11.000000
## 1071                32.0                166.0 3.00      0.55 11.300000
## 1072                32.0                126.0 3.22      0.50  9.700000
## 1073                28.0                118.0 2.96      0.40 10.900000
## 1074                25.0                192.0 2.97      0.47 10.900000
## 1075                27.0                186.0 3.17      0.50  9.300000
## 1076                28.0                124.0 3.22      0.54 12.700000
## 1077                42.0                180.0 3.37      0.59 10.100000
## 1078                43.0                132.0 3.18      0.65 10.000000
## 1079                56.0                197.0 3.49      0.42  9.800000
## 1080                29.0                227.0 3.29      0.53 10.100000
## 1081                31.0                118.0 3.43      0.39  9.000000
## 1082                52.0                155.0 3.28      0.38  9.400000
## 1083                52.0                155.0 3.28      0.38  9.400000
## 1084                43.0                190.0 3.03      0.42  9.200000
## 1085                29.0                142.0 3.36      0.33 10.100000
## 1086                58.0                160.0 3.06      0.45  8.600000
## 1087                21.0                128.0 3.55      0.49 11.200000
## 1088                39.0                123.0 3.17      0.42 11.200000
## 1089                43.0                190.0 3.03      0.42  9.200000
## 1090                17.0                127.0 3.19      0.39 10.600000
## 1091                62.0                213.0 3.01      0.51  9.300000
## 1092                35.0                178.0 3.05      0.47  8.900000
## 1093                24.0                156.0 3.42      0.43 10.600000
## 1094                29.0                132.0 3.10      0.32 10.600000
## 1095                52.0                183.0 3.09      0.32  8.800000
## 1096                25.0                 97.0 3.59      0.38 11.000000
## 1097                44.0                139.0 3.32      0.37 10.200000
## 1098                29.0                142.0 3.36      0.33 10.100000
## 1099                32.0                120.0 3.31      0.34 10.100000
## 1100                12.0                120.0 3.39      0.79 14.000000
## 1101                52.0                155.0 3.28      0.38  9.400000
## 1102                45.0                107.0 3.27      0.43 11.800000
## 1103                59.0                148.0 3.44      0.53 11.400000
## 1104                 6.0                117.0 3.12      0.42 10.700000
## 1105                58.0                160.0 3.06      0.45  8.600000
## 1106                25.0                191.0 3.51      0.49 11.500000
## 1107                21.0                128.0 3.55      0.49 11.200000
## 1108                27.0                 87.0 3.30      0.59 12.600000
## 1109                13.0                 76.0 3.21      0.51 12.600000
## 1110                18.0                151.0 3.04      0.46  9.300000
## 1111                27.0                 87.0 3.30      0.59 12.600000
## 1112                15.0                 96.0 3.06      0.61 12.100000
## 1113                55.0                177.0 3.52      0.44  9.900000
## 1114                22.0                102.0 3.28      0.44 10.700000
## 1115                 5.0                 26.0 3.26      0.32 10.000000
## 1116                33.0                 96.0 3.13      0.39 10.400000
## 1117                11.0                 64.0 3.29      0.52 10.500000
## 1118                33.0                216.0 3.31      0.64  9.700000
## 1119                11.0                 64.0 3.29      0.52 10.500000
## 1120                26.0                138.0 3.28      0.33  9.000000
## 1121                34.0                106.0 3.54      0.45  9.200000
## 1122                30.0                117.0 3.17      0.48 10.100000
## 1123                40.0                 89.0 3.35      0.40 11.400000
## 1124                11.0                124.0 2.93      0.46 10.800000
## 1125                19.0                135.0 2.96      0.49 10.900000
## 1126                33.0                182.0 3.20      0.46  9.200000
## 1128                24.0                 99.0 3.23      0.32 12.000000
## 1129                21.0                100.0 3.27      0.46  9.500000
## 1130                33.0                117.0 3.06      0.32 11.800000
## 1131                36.0                159.0 3.19      0.43  9.100000
## 1132                24.0                128.0 3.20      0.52  9.700000
## 1133                28.0                162.0 3.17      0.54  9.100000
## 1134                27.0                114.0 2.99      0.43 10.000000
## 1135                19.0                127.0 3.25      0.42 10.400000
## 1136                30.0                161.0 3.44      0.47  9.500000
## 1137                70.0                178.0 3.40      0.40 12.300000
## 1138                70.0                170.0 3.42      0.40 11.700000
## 1139                39.0                133.0 3.14      0.58  9.500000
## 1140                26.0                 91.0 2.99      0.34 11.500000
## 1141                17.0                 57.0 3.14      0.46 10.600000
## 1142                30.0                146.0 3.17      0.61 10.200000
## 1143                39.0                133.0 3.14      0.58  9.500000
## 1144                27.0                131.0 3.25      0.45 10.500000
## 1145                27.0                132.0 3.26      0.44 10.500000
## 1146                71.0                223.0 3.14      0.41  8.900000
## 1147                15.0                151.0 3.03      0.41 10.600000
## 1148                12.0                188.0 3.17      0.49  9.500000
## 1149                29.0                111.0 3.20      0.49 10.800000
## 1150                61.0                220.0 3.14      0.35  9.500000
## 1151                69.0                219.0 3.13      0.40  8.900000
## 1152                71.0                223.0 3.14      0.41  8.900000
## 1153                24.0                 79.0 3.31      0.38  9.400000
## 1154                26.0                102.0 3.50      0.35 10.600000
## 1155                37.0                171.0 3.47      0.44  9.000000
## 1156                26.0                172.0 3.42      0.48 10.500000
## 1157                23.0                135.0 3.16      0.38  9.000000
## 1158                23.0                135.0 3.16      0.38  9.000000
## 1160                23.0                135.0 3.16      0.38  9.000000
## 1161                50.0                153.0 3.29      0.80  9.600000
## 1162                23.0                135.0 3.16      0.38  9.000000
## 1163                29.0                151.0 3.15      0.60 10.200000
## 1165                15.0                 73.0 3.07      0.38 10.400000
## 1166                34.0                129.0 3.52      0.41 10.400000
## 1167                13.0                 82.0 3.23      0.32  9.500000
## 1168                22.0                113.0 3.22      0.62 10.600000
## 1169                21.0                 74.0 3.21      0.37 11.000000
## 1170                50.0                153.0 3.29      0.80  9.600000
## 1171                20.0                115.0 3.38      0.50  9.900000
## 1172                15.0                118.0 3.14      0.34  9.600000
## 1173                10.0                119.0 3.01      0.70 12.800000
## 1174                31.0                101.0 3.42      0.55 11.400000
## 1175                49.0                214.0 3.41      0.50 10.000000
## 1176                57.0                173.0 3.00      0.44  9.100000
## 1177                29.0                198.0 3.36      0.50  9.400000
## 1178                19.0                189.0 3.46      0.54 10.200000
## 1179                35.0                167.0 2.97      0.39  9.200000
## 1180                31.0                109.0 3.23      0.36  9.400000
## 1181                15.0                118.0 3.14      0.34  9.600000
## 1182                20.0                125.0 3.12      0.36 10.100000
## 1183                31.0                101.0 3.42      0.55 11.400000
## 1184                33.0                134.0 3.21      0.47 10.600000
## 1185                40.0                138.0 3.18      0.44 12.800000
## 1186                65.0                225.0 3.12      0.51  8.900000
## 1187                22.0                184.0 3.09      0.43  9.300000
## 1188                40.0                104.0 3.25      0.40 11.100000
## 1189                45.0                143.0 3.13      0.33  9.900000
## 1190                 5.0                 55.0 3.10      0.45  9.600000
## 1191                10.0                119.0 3.01      0.70 12.800000
## 1192                36.0                135.0 3.16      0.72 10.700000
## 1193                29.0                107.0 2.96      0.42  9.200000
## 1194                44.5                129.5 3.36      0.41  9.100000
## 1195                36.0                216.0 3.33      0.60  9.600000
## 1196                53.0                141.0 3.03      0.46  9.200000
## 1197                36.0                135.0 3.16      0.72 10.700000
## 1198                44.5                129.5 3.36      0.41  9.100000
## 1199                29.0                107.0 2.96      0.42  9.200000
## 1200                14.0                 93.0 3.00      0.48 10.700000
## 1201                37.0                 93.0 3.30      0.45 10.800000
## 1202                26.0                 75.0 3.30      0.46 10.800000
## 1203                35.0                192.0 3.10      0.37  9.000000
## 1204                10.0                 97.0 3.48      0.44 10.700000
## 1205                10.0                 97.0 3.48      0.44 10.700000
## 1207                61.0                171.0 2.94      0.35  8.800000
## 1208                35.0                192.0 3.10      0.37  9.000000
## 1209                48.0                134.0 3.42      0.49 11.500000
## 1210                30.0                125.0 3.23      0.47 12.500000
## 1211                14.0                 59.0 2.96      0.25 10.500000
## 1212                28.0                188.0 3.29      0.30  9.700000
## 1213                32.0                155.0 3.23      0.52 11.300000
## 1214                10.0                 97.0 3.48      0.44 10.700000
## 1215                11.0                 59.0 2.74      0.47 10.800000
## 1216                41.0                169.0 3.17      0.43 10.600000
## 1217                17.0                 93.0 3.04      0.32 11.700000
## 1219                25.0                126.0 3.02      0.34 11.100000
## 1220                17.0                 93.0 3.04      0.32 11.700000
## 1221                15.5                217.5 3.33      0.44 11.000000
## 1222                50.0                127.0 3.51      0.58 12.500000
## 1223                21.0                115.0 3.16      0.67 10.000000
## 1224                41.0                169.0 3.17      0.43 10.600000
## 1225                29.0                102.0 3.26      0.54 12.300000
## 1226                19.0                 87.0 3.14      0.53 12.700000
## 1227                29.0                102.0 3.26      0.54 12.300000
## 1228                20.0                110.0 3.10      0.42 10.500000
## 1229                25.0                109.0 3.23      0.28 12.500000
## 1230                18.0                 96.0 3.20      0.32 12.400000
## 1231                46.0                238.0 3.06      0.41  8.700000
## 1232                40.0                114.0 3.17      0.54 12.400000
## 1233                27.0                 93.0 3.16      0.54 12.600000
## 1234                29.0                131.0 3.38      0.44 11.000000
## 1235                47.0                155.0 3.42      0.50 10.100000
## 1236                46.0                195.0 3.03      0.48 10.500000
## 1237                19.0                 87.0 3.14      0.53 12.700000
## 1238                35.0                116.0 3.17      0.51 10.900000
## 1239                35.0                128.0 3.07      0.43 13.500000
## 1240                28.0                164.0 3.19      0.59  9.700000
## 1241                44.0                178.0 3.45      0.43  9.200000
## 1242                33.0                187.0 3.40      0.41 10.600000
## 1243                36.0                141.0 2.98      0.39 13.300000
## 1244                35.0                128.0 3.07      0.43 13.500000
## 1245                23.0                131.0 3.29      0.32 10.100000
## 1247                41.0                167.0 3.18      0.40 10.600000
## 1248                25.0                 80.0 3.25      0.40 11.300000
## 1249                20.0                 73.0 3.32      0.40 10.800000
## 1250                46.0                195.0 3.15      0.51 10.400000
## 1251                48.0                160.0 3.82      0.51 10.500000
## 1252                28.0                150.0 3.13      0.42  9.300000
## 1253                24.0                152.0 3.12      0.42  9.300000
## 1254                52.0                165.0 3.29      0.39 12.200000
## 1256                29.0                104.0 3.81      0.57 10.300000
## 1257                28.0                157.0 3.33      0.62  9.400000
## 1258                88.0                223.0 3.28      0.35 10.200000
## 1259                65.0                212.0 3.08      0.39  9.000000
## 1260                64.0                245.0 3.06      0.36  9.300000
## 1261                63.0                236.0 3.06      0.34  9.200000
## 1262                31.0                156.0 3.32      0.64  9.400000
## 1263                28.0                157.0 3.33      0.62  9.400000
## 1265                15.0                 73.0 3.46      0.39  9.900000
## 1266                36.0                174.0 3.46      0.62 11.100000
## 1267                36.0                116.0 2.99      0.41 12.300000
## 1268                45.0                163.0 3.21      0.69  8.600000
## 1269                21.0                145.0 3.04      0.35  9.400000
## 1270                55.0                190.0 3.07      0.58  9.400000
## 1271                45.0                163.0 3.21      0.69  8.600000
## 1272                23.0                126.0 3.21      0.42 10.900000
## 1273                32.0                162.0 3.20      0.48  9.400000
## 1274                23.0                126.0 3.21      0.42 10.900000
## 1275                55.0                190.0 3.07      0.58  9.400000
## 1276                20.0                132.0 3.22      0.46  9.200000
## 1277                45.0                163.0 3.21      0.69  8.600000
## 1278                21.0                145.0 3.04      0.35  9.400000
## 1279                10.0                133.0 3.33      0.37 10.800000
## 1280                14.0                153.0 3.29      0.62 10.500000
## 1281                29.0                140.0 3.02      0.78 12.500000
## 1282                26.0                168.0 2.99      0.48 12.100000
## 1283                51.0                147.0 3.02      0.43  8.700000
## 1284                50.0                151.0 3.07      0.25 12.700000
## 1285                26.0                168.0 2.99      0.48 12.100000
## 1286                29.0                140.0 3.02      0.78 12.500000
## 1287                40.0                147.0 3.06      0.44 11.400000
## 1288                35.0                110.0 3.02      0.60 12.900000
## 1289                29.0                109.0 3.15      0.51 12.800000
## 1290                15.0                 78.0 3.38      0.44 11.200000
## 1291                16.0                 98.0 3.14      0.42  9.700000
## 1292                54.0                191.0 3.04      0.56  9.700000
## 1293                14.0                 79.0 3.50      0.54 10.300000
## 1294                10.0                102.0 3.00      0.87 11.600000
## 1295                10.0                102.0 3.00      0.86 11.600000
## 1296                54.0                191.0 3.04      0.56  9.700000
## 1297                30.0                131.0 3.32      0.44 10.900000
## 1298                29.0                122.0 3.19      0.37 12.600000
## 1299                45.0                163.0 3.30      0.47 12.400000
## 1300                45.0                166.0 2.96      0.40 11.500000
## 1301                52.0                159.0 2.93      0.35 10.200000
## 1302                51.0                176.0 3.22      0.27 11.400000
## 1303                39.0                212.0 3.30      0.33  9.600000
## 1304                60.0                163.0 3.05      0.30 10.300000
## 1306                17.0                114.0 3.33      0.49 10.700000
## 1307                34.0                105.0 3.13      0.49 12.800000
## 1308                23.0                142.0 2.98      0.62  9.500000
## 1309                22.0                130.0 3.02      0.45 10.400000
## 1310                14.0                 94.0 3.02      0.61 10.300000
## 1311                37.0                142.0 3.46      0.39  9.900000
## 1312                37.0                116.0 3.23      0.50 10.700000
## 1313                16.0                160.0 2.94      0.43 10.500000
## 1314                14.0                186.0 3.08      0.48  9.600000
## 1315                46.0                169.0 3.15      0.46  9.300000
## 1316                63.0                162.0 3.10      0.46 10.000000
## 1317                40.0                190.0 3.04      0.39 11.200000
## 1318                21.0                177.0 3.32      0.62 10.800000
## 1319                25.0                 96.0 3.54      0.51 10.300000
## 1320                59.0                234.0 3.03      0.42  8.800000
## 1321                 6.0                114.0 3.04      0.74 12.800000
## 1322                17.0                114.0 3.23      0.43 13.200000
## 1323                28.0                152.0 3.54      0.56 10.100000
## 1324                40.0                161.0 3.44      0.66 11.000000
## 1325                21.0                182.0 3.25      0.62 10.800000
## 1326                28.0                114.0 3.20      0.52 12.800000
## 1327                33.0                168.0 3.12      0.36  9.200000
## 1328                44.0                167.0 3.12      0.44 10.500000
## 1329                13.0                 81.0 3.37      0.38 11.700000
## 1330                20.0                104.0 2.85      0.46  9.500000
## 1331                24.0                108.0 2.85      0.45  9.500000
## 1332                24.0                110.0 3.40      0.40  8.800000
## 1333                69.0                210.0 3.15      0.51  9.300000
## 1334                62.0                180.0 3.09      0.75 12.600000
## 1335                26.0                107.0 3.21      0.34 12.400000
## 1336                60.0                189.0 3.65      0.72 10.100000
## 1337                38.0                161.0 3.26      0.37 11.200000
## 1338                40.0                251.0 3.29      0.52 10.000000
## 1339                40.0                251.0 3.29      0.52 10.000000
## 1340                37.0                116.0 2.99      0.39 10.800000
## 1341                50.0                121.0 3.27      0.33 10.000000
## 1342                13.0                151.0 3.04      0.33 10.400000
## 1343                37.0                116.0 2.99      0.39 10.800000
## 1344                52.0                181.0 3.51      0.47  9.800000
## 1345                51.0                165.0 3.26      0.40 12.200000
## 1346                36.0                113.0 3.39      0.48 12.700000
## 1347                46.0                163.0 3.21      0.35 12.200000
## 1348                35.0                162.0 3.15      0.34 11.900000
## 1349                38.0                161.0 3.26      0.37 11.200000
## 1350                15.0                 61.0 2.96      0.28 10.400000
## 1351                22.0                122.0 3.29      0.67 12.800000
## 1352                40.0                130.0 3.28      0.39 12.700000
## 1353                60.0                189.0 3.65      0.72 10.100000
## 1354                40.0                251.0 3.29      0.52 10.000000
## 1355                43.0                179.0 3.43      0.41  9.000000
## 1356                38.0                143.0 2.92      0.42 11.400000
## 1357                55.0                191.0 3.32      0.59  8.900000
## 1358                43.0                167.0 3.15      0.44  9.300000
## 1359                35.0                103.0 3.28      0.46 12.000000
## 1360                31.0                132.0 3.36      0.54 10.800000
## 1361                56.0                158.0 3.52      0.37 10.500000
## 1362                56.0                189.5 3.59      0.43 10.600000
## 1363                42.0                115.0 3.19      0.48 11.300000
## 1364                15.0                 96.0 3.22      0.38  9.500000
## 1365                38.0                143.0 2.92      0.42 11.400000
## 1366                35.0                140.0 3.33      0.33 10.100000
## 1367                22.0                 95.0 3.25      0.43 10.900000
## 1368                19.0                115.0 3.15      0.45  8.900000
## 1369                55.0                191.0 3.32      0.59  8.900000
## 1371                23.0                116.0 3.25      0.40 10.400000
## 1372                41.0                162.0 3.10      0.38 12.000000
## 1373                37.0                181.0 2.87      0.68  9.500000
## 1374                37.0                181.0 2.87      0.68  9.500000
## 1375                24.0                121.0 3.14      0.38 12.400000
## 1376                30.0                130.0 3.28      0.41 11.200000
## 1377                 6.0                134.0 3.15      0.69 11.400000
## 1378                10.0                136.0 3.16      0.71 11.400000
## 1379                46.0                132.0 3.35      0.38 11.100000
## 1380                 5.0                126.0 3.10      0.42 10.400000
## 1381                36.0                152.0 3.38      0.35 12.000000
## 1382                24.0                 98.0 3.54      0.61 12.300000
## 1383                28.0                 92.0 3.12      0.35  9.100000
## 1384                25.0                102.0 3.24      0.33 10.500000
## 1385                 5.0                133.0 3.23      0.70 11.400000
## 1386                26.0                138.0 3.77      0.64  9.500000
## 1388                15.0                 85.0 3.28      0.51 13.400000
## 1389                12.0                143.0 3.20      0.48 11.300000
## 1390                73.0                180.0 3.06      0.34 10.000000
## 1391                33.0                123.0 3.49      0.42 10.100000
## 1392                23.0                 81.0 3.26      0.42 12.200000
## 1393                15.0                 85.0 3.28      0.51 13.400000
## 1394                19.0                101.0 3.31      0.42  9.300000
## 1396                27.0                 98.0 3.09      0.46 12.300000
## 1397                12.0                143.0 3.20      0.48 11.300000
## 1398                35.0                200.0 3.04      0.46  8.900000
## 1399                35.0                200.0 3.04      0.46  8.900000
## 1400                32.0                 83.0 3.19      0.46 11.500000
## 1401                35.0                200.0 3.04      0.46  8.900000
## 1403                31.0                122.0 3.30      0.50 11.100000
## 1404                29.0                128.0 3.34      0.64 10.900000
## 1405                11.0                 73.0 2.90      0.38 11.600000
## 1406                 9.0                117.0 3.15      0.35 10.200000
## 1407                12.0                 90.0 3.01      0.38 10.500000
## 1408                16.0                 78.0 2.91      0.78 11.400000
## 1409                35.0                200.0 3.04      0.46  8.900000
## 1410                29.0                118.0 3.14      0.41 10.600000
## 1411                39.0                 97.0 3.31      0.40 11.600000
## 1412                32.0                 83.0 3.19      0.46 11.500000
## 1413                26.0                155.0 3.25      0.79 12.300000
## 1414                22.0                124.0 3.14      0.41 10.800000
## 1415                55.0                130.0 3.29      0.38 11.300000
## 1416                22.0                 63.0 3.36      0.36  9.300000
## 1417                16.0                128.0 3.36      0.60 10.000000
## 1420                27.0                103.0 3.07      0.40 10.800000
## 1421                29.0                137.0 3.10      0.34 10.100000
## 1422                17.0                 90.0 3.27      0.37 11.600000
## 1423                25.0                105.0 3.32      0.47  9.100000
## 1424                36.0                225.0 3.06      0.43 10.000000
## 1425                22.0                124.0 3.14      0.41 10.800000
## 1426                26.0                128.0 3.25      0.35 11.400000
## 1427                34.0                140.0 3.05      0.34 12.700000
## 1428                35.0                156.0 3.13      0.55 11.300000
## 1429                28.0                 81.0 3.00      0.68 10.400000
## 1430                18.0                 87.0 3.30      0.46  9.600000
## 1431                 8.0                119.0 3.00      0.31 10.100000
## 1432                18.0                 87.0 3.30      0.46  9.600000
## 1433                16.0                 94.0 3.10      0.49 12.100000
## 1434                32.0                 99.0 3.07      0.33 12.200000
## 1435                35.0                156.0 3.13      0.55 11.300000
## 1436                19.0                 94.0 3.17      0.50  9.600000
## 1438                28.0                 81.0 3.00      0.68 10.400000
## 1439                67.0                210.0 3.23      0.34  9.500000
## 1440                67.0                226.0 3.16      0.47  8.900000
## 1441                56.0                162.0 3.03      0.44  8.800000
## 1442                17.0                117.0 3.16      0.35 10.500000
## 1443                27.0                117.0 3.08      0.34  9.400000
## 1444                34.0                125.0 3.24      0.40 12.200000
## 1445                37.0                158.0 3.14      0.35 11.300000
## 1446                33.0                130.0 3.25      0.42 12.200000
## 1447                35.0                 92.0 3.38      0.42 12.200000
## 1448                18.0                150.0 3.23      0.47 11.200000
## 1449                18.0                150.0 3.23      0.47 11.200000
## 1450                49.0                172.0 3.20      0.27 11.500000
## 1451                37.0                158.0 3.14      0.35 11.300000
## 1452                11.0                138.0 3.01      0.42  9.300000
## 1453                37.0                158.0 3.14      0.35 11.300000
## 1454                37.0                156.0 3.14      0.38 11.800000
## 1455                50.0                231.0 2.99      0.54  9.200000
## 1457                35.0                 92.0 3.38      0.42 12.200000
## 1458                33.0                130.0 3.25      0.42 12.200000
## 1459                42.0                144.0 3.31      0.41 12.200000
## 1460                27.0                133.0 3.24      0.42 10.600000
## 1461                29.0                128.0 3.28      0.40 12.400000
## 1462                54.0                164.0 3.56      0.44 10.800000
## 1463                18.0                150.0 3.23      0.47 11.200000
## 1464                11.0                137.0 3.06      0.46 11.000000
## 1465                46.0                151.0 3.16      0.27 12.700000
## 1467                49.0                172.0 3.20      0.27 11.500000
## 1468                30.0                 96.0 3.13      0.39 12.300000
## 1469                15.0                 60.0 3.19      0.39  9.800000
## 1470                11.0                138.0 3.01      0.42  9.300000
## 1471                37.0                156.0 3.14      0.38 11.800000
## 1472                37.0                158.0 3.14      0.35 11.300000
## 1473                 6.0                 48.0 3.15      0.28 11.400000
## 1474                39.0                128.0 3.21      0.48 10.800000
## 1475                13.0                 85.0 2.99      0.48  9.500000
## 1476                18.0                148.0 3.46      0.44 10.200000
## 1478                10.0                104.0 3.05      0.29 10.800000
## 1479                39.0                159.0 2.99      0.28 11.500000
## 1480                20.0                124.0 3.32      0.49 10.700000
## 1481                18.0                148.0 3.46      0.44 10.200000
## 1482                26.0                124.0 3.37      0.60 10.100000
## 1483                57.0                187.0 3.62      0.81 10.400000
## 1484                13.0                 85.0 2.99      0.48  9.500000
## 1485                 8.0                134.0 3.14      0.50  9.100000
## 1486                20.0                126.0 2.98      0.39 10.600000
## 1487                17.0                 51.0 3.30      0.70  9.400000
## 1489                68.0                224.0 3.18      0.54  9.500000
## 1490                52.0                187.0 2.99      0.41  9.300000
## 1491                28.0                117.0 3.55      0.45 10.300000
## 1492                 8.0                 97.0 3.06      0.62 11.100000
## 1493                47.0                188.0 3.14      0.48 10.000000
## 1494                39.0                180.0 3.13      0.38 12.300000
## 1495                42.0                186.0 3.14      0.38 12.400000
## 1496                45.0                197.0 3.13      0.38 12.300000
## 1497                 6.0                 62.0 3.41      0.32 10.400000
## 1498                35.0                126.0 3.13      0.48 12.100000
## 1499                23.0                 86.0 3.16      0.42 12.500000
## 1500                14.0                155.0 3.22      0.60 13.000000
## 1501                26.0                132.0 2.99      0.32 11.000000
## 1502                34.0                169.0 3.05      0.37 10.100000
## 1503                17.0                121.0 3.13      0.36  9.200000
## 1504                24.0                124.0 3.27      0.34 12.600000
## 1506                39.0                130.0 3.04      0.49  9.800000
## 1507                51.0                205.0 3.10      0.52 11.000000
## 1508                59.0                160.0 3.22      0.64 10.000000
## 1509                50.0                170.0 3.55      0.44  9.800000
## 1510                15.0                144.0 3.16      0.47 10.500000
## 1511                10.0                145.0 3.23      0.48 10.000000
## 1512                15.0                126.0 3.02      0.51 11.200000
## 1513                29.0                134.0 2.99      0.32 11.000000
## 1514                48.0                161.0 3.01      0.28 11.200000
## 1515                26.0                132.0 2.99      0.32 11.000000
## 1516                34.0                136.0 3.14      0.77 10.500000
## 1517                53.0                154.0 3.02      0.33 10.600000
## 1518                52.0                163.0 3.02      0.33 10.600000
## 1519                22.0                 95.0 3.04      0.34 12.000000
## 1520                34.0                169.0 3.05      0.37 10.100000
## 1521                38.0                167.0 3.05      0.37 10.100000
## 1522                17.0                121.0 3.13      0.36  9.200000
## 1523                15.0                164.0 3.25      0.63 11.000000
## 1524                31.0                185.0 3.34      0.49 10.000000
## 1525                41.0                158.0 3.28      0.39  8.700000
## 1526                47.0                156.0 3.04      0.44  8.700000
## 1528                48.0                195.0 3.04      0.55 11.000000
## 1529                33.0                156.0 3.15      0.54 11.100000
## 1530                41.0                158.0 3.28      0.39  8.700000
## 1531                47.0                156.0 3.04      0.44  8.700000
## 1532                26.0                174.0 3.10      0.30 11.200000
## 1533                61.0                209.0 3.14      0.30 11.100000
## 1534                32.0                107.0 3.24      0.54 10.800000
## 1536                17.0                122.0 3.03      0.40 10.300000
## 1537                 6.0                 24.0 2.91      0.32  9.900000
## 1538                32.0                148.0 3.13      0.41 10.000000
## 1539                26.0                106.0 3.21      0.42  9.800000
## 1540                32.0                107.0 3.24      0.54 10.800000
## 1542                29.0                 86.0 3.16      0.32  9.100000
## 1543                27.0                104.0 3.23      0.57 10.600000
## 1544                28.0                 99.0 3.20      0.72 10.600000
## 1545                 6.0                 24.0 2.91      0.32  9.900000
## 1546                33.0                152.0 3.18      0.47 10.600000
## 1547                35.0                156.0 3.13      0.45  9.900000
## 1548                36.0                158.0 3.12      0.45  9.900000
## 1549                32.0                102.0 3.34      0.59 12.800000
## 1550                17.0                122.0 3.03      0.40 10.300000
## 1551                36.0                157.0 3.18      0.48 10.600000
## 1553                44.0                152.0 3.32      0.44 12.600000
## 1554                25.0                156.0 3.43      0.63 11.000000
## 1555                32.0                164.0 3.29      0.60 11.200000
## 1556                35.0                148.0 3.45      0.57 10.700000
## 1557                45.0                182.0 3.08      0.58  9.600000
## 1558                36.0                157.0 3.18      0.48 10.600000
## 1559                12.0                115.0 3.27      0.57  9.000000
## 1560                14.0                 56.0 2.96      0.33 10.500000
## 1561                33.0                156.0 3.29      0.52 12.800000
## 1562                10.0                112.0 3.15      0.46 10.100000
## 1563                26.0                126.0 3.30      0.33 12.200000
## 1564                33.0                156.0 3.29      0.52 12.800000
## 1565                10.0                112.0 3.15      0.46 10.100000
## 1566                29.0                117.0 3.14      0.51 10.100000
## 1567                36.0                158.0 3.06      0.41  9.200000
## 1568                19.0                110.0 3.33      0.44  9.900000
## 1569                49.0                188.0 3.52      0.58  9.700000
## 1570                35.0                157.0 3.21      0.46  9.900000
## 1571                36.0                159.0 3.21      0.45  9.900000
## 1572                49.0                188.0 3.52      0.58  9.700000
## 1573                50.0                168.0 3.54      0.50 10.300000
## 1574                21.0                116.0 3.16      0.35 10.300000
## 1575                23.0                108.0 2.88      0.34 10.500000
## 1577                20.0                 74.0 3.32      0.44  9.800000
## 1578                17.0                128.0 3.31      0.58 10.600000
## 1580                50.0                191.0 3.22      0.53  9.000000
## 1581                13.0                119.0 3.18      0.45  9.500000
## 1582                32.0                 84.0 2.94      0.32 11.500000
## 1583                46.0                108.0 3.03      0.33 11.900000
## 1585                52.0                209.0 3.21      0.42  9.200000
## 1586                46.0                165.0 3.02      0.40  8.700000
## 1587                34.0                147.0 3.11      0.46  9.800000
## 1588                52.0                209.0 3.21      0.42  9.200000
## 1589                46.0                165.0 3.02      0.40  8.700000
## 1590                27.0                122.0 3.35      0.48 11.200000
## 1591                30.0                165.0 3.08      0.82 12.300000
## 1592                49.0                161.0 3.34      0.44 10.400000
## 1593                25.0                111.0 3.13      0.41 10.700000
## 1594                 9.0                 63.0 3.13      0.59 10.500000
## 1595                37.0                136.0 2.95      0.40  9.400000
## 1596                53.0                206.0 3.24      0.43  9.200000
## 1597                56.0                122.0 3.15      0.30 11.900000
## 1598                53.0                206.0 3.24      0.43  9.200000
## 1601                37.0                136.0 2.95      0.40  9.400000
## 1602                55.0                223.0 3.08      0.52 10.700000
## 1603                27.0                 77.0 3.28      0.36 12.700000
## 1604                10.0                 53.0 3.32      0.50 13.500000
## 1605                39.0                137.0 3.24      0.35  9.500000
## 1606                31.0                113.0 3.37      0.42 12.900000
## 1607                44.0                109.0 3.07      0.46 12.500000
## 1608                44.0                118.0 3.34      0.38  9.500000
## 1609                59.0                235.0 2.98      0.47  8.600000
## 1610                46.0                212.0 3.09      0.46 10.000000
## 1611                44.0                109.0 3.07      0.46 12.500000
## 1612                19.0                100.0 3.12      0.34 10.100000
## 1613                28.0                 87.0 3.03      0.32 11.300000
## 1614                42.0                120.0 3.26      0.40 10.600000
## 1615                40.0                131.0 3.14      0.34 10.800000
## 1616                42.0                140.0 3.40      0.47 10.700000
## 1617                61.0                206.0 3.09      0.40  9.000000
## 1618                17.0                143.0 3.22      0.52  9.200000
## 1619                53.0                243.0 3.14      0.48  8.500000
## 1620                31.0                128.0 3.41      0.36 11.300000
## 1621                28.0                 87.0 3.03      0.32 11.300000
## 1622                17.0                131.0 3.13      0.34  9.400000
## 1623                16.0                169.0 3.11      0.37  8.700000
## 1624                22.0                118.0 3.36      0.36  9.400000
## 1625                46.0                131.0 3.09      0.51 10.500000
## 1626                37.0                161.0 3.38      0.53  9.700000
## 1627                52.0                195.0 3.31      0.44 10.200000
## 1628                17.0                131.0 3.13      0.34  9.400000
## 1629                14.0                108.0 3.19      0.35 11.500000
## 1630                21.0                 98.0 2.94      0.31  9.600000
## 1631                 6.0                121.0 3.23      0.70 11.400000
## 1632                14.0                108.0 3.19      0.35 11.500000
## 1633                28.0                111.0 3.41      0.58 12.200000
## 1634                15.0                110.0 3.20      0.38 11.000000
## 1635                50.0                228.0 3.03      0.52  9.200000
## 1636                21.0                126.0 3.26      0.45 10.200000
## 1637                29.0                149.0 3.21      0.33 10.000000
## 1638                43.0                160.0 3.13      0.48  9.700000
## 1640                26.0                105.0 3.10      0.39 10.500000
## 1641                29.0                149.0 3.21      0.33 10.000000
## 1642                42.0                151.0 3.27      0.52 10.100000
## 1643                50.0                134.0 3.42      0.36  9.100000
## 1644                50.0                144.0 3.09      0.57 10.200000
## 1645                50.0                134.0 3.42      0.36  9.100000
## 1646                50.0                149.0 3.17      0.59 10.500000
## 1647                42.0                151.0 3.27      0.52 10.100000
## 1648                20.0                 99.0 3.05      0.28 12.100000
## 1649                31.0                100.0 3.40      0.59 10.200000
## 1650                39.0                166.0 3.65      0.52  9.400000
## 1651                27.0                131.0 3.08      0.67 12.800000
## 1653                29.0                118.0 3.24      0.36 10.900000
## 1655                19.0                184.0 3.11      0.38  9.000000
## 1656                27.0                142.0 3.09      0.59 10.200000
## 1657                21.0                 98.0 3.19      0.48  9.200000
## 1658                34.0                162.0 3.26      0.58 11.300000
## 1659                52.0                220.0 3.12      0.45  8.800000
## 1660                53.0                217.0 3.16      0.40  9.300000
## 1661                62.0                217.0 3.17      0.45  9.400000
## 1662                54.0                191.0 3.23      0.40 10.300000
## 1663                30.0                114.0 2.92      0.42 10.800000
## 1665                32.0                177.0 3.27      0.58  9.000000
## 1666                48.0                114.0 3.41      0.51 11.500000
## 1667                 8.0                 84.0 3.25      0.43 10.800000
## 1668                33.0                128.0 2.95      0.51 11.800000
## 1669                20.0                 72.0 3.12      0.38 10.500000
## 1670                10.0                124.0 3.14      0.44  9.900000
## 1671                33.0                160.0 3.20      0.56  9.800000
## 1672                27.0                 87.0 3.40      0.42 11.400000
## 1673                41.0                168.0 3.20      0.38  9.300000
## 1674                35.0                163.0 3.20      0.38  9.300000
## 1675                82.0                188.0 3.30      0.44 10.300000
## 1676                65.0                224.0 3.17      0.47  8.900000
## 1677                27.0                 87.0 3.40      0.42 11.400000
## 1678                60.0                156.0 3.11      0.35 11.100000
## 1679                42.0                170.0 3.36      0.45 10.400000
## 1680                18.0                117.0 3.33      0.43 10.100000
## 1681                44.0                197.0 3.22      0.55  9.000000
## 1683                55.0                205.0 3.12      0.38  9.000000
## 1684                55.0                205.0 3.12      0.38  9.000000
## 1685                41.5                195.0 3.06      0.44  9.100000
## 1686                55.0                205.0 3.12      0.38  9.000000
## 1687                42.0                147.0 3.46      0.72 10.000000
## 1688                41.5                195.0 3.06      0.44  9.100000
## 1690                28.0                123.0 3.27      0.55 11.400000
## 1691                 7.0                175.0 3.11      0.45  9.700000
## 1692                55.0                205.0 3.12      0.38  9.000000
## 1693                41.0                213.0 3.28      0.49 11.800000
## 1694                54.0                198.0 3.25      0.41 10.200000
## 1695                47.0                150.0 3.37      0.42  9.200000
## 1696                35.0                132.0 3.25      0.40 11.000000
## 1697                47.0                190.0 3.08      0.31 10.000000
## 1698                39.0                190.0 3.32      0.37 12.200000
## 1699                41.0                213.0 3.28      0.49 11.800000
## 1700                35.0                175.0 3.38      0.43 11.600000
## 1701                25.0                121.0 3.44      0.61 10.200000
## 1702                43.0                208.0 3.14      0.46 10.300000
## 1703                 6.0                114.0 3.25      0.35  8.600000
## 1704                27.0                151.0 3.16      0.44  9.600000
## 1705                25.0                148.0 3.16      0.45  9.600000
## 1706                32.0                127.0 3.41      0.47 11.300000
## 1707                38.0                157.0 3.41      0.55  9.900000
## 1708                48.0                179.0 3.45      0.40  9.600000
## 1709                25.0                161.0 3.36      0.60 10.600000
## 1710                50.0                180.0 3.44      0.39  9.800000
## 1711                10.0                 67.0 3.08      0.47 10.500000
## 1712                31.0                120.0 3.24      0.51 10.800000
## 1713                25.0                178.0 3.22      0.51 10.000000
## 1714                23.0                136.0 3.30      0.49 10.100000
## 1715                35.0                116.0 3.07      0.48  9.400000
## 1716                43.0                148.0 3.32      0.59 11.500000
## 1717                29.0                108.0 3.26      0.50 10.800000
## 1718                19.0                142.0 3.10      0.43  9.900000
## 1719                28.0                178.0 3.16      0.43  9.000000
## 1720                24.0                 69.0 3.38      0.31  9.400000
## 1721                30.0                180.0 3.46      0.44 10.800000
## 1724                43.0                148.0 3.32      0.59 11.500000
## 1725                31.0                122.0 3.47      0.42 10.500000
## 1726                55.0                152.0 3.29      0.37  9.300000
## 1727                28.0                 97.0 3.23      0.44 11.800000
## 1729                35.0                116.0 3.07      0.48  9.400000
## 1730                45.0                138.0 3.20      0.68 11.400000
## 1731                40.0                 99.0 2.94      0.30 10.400000
## 1733                48.0                111.0 3.14      0.32 11.900000
## 1734                49.0                123.0 2.99      0.45 11.100000
## 1735                50.0                185.0 3.39      0.38  9.600000
## 1736                56.0                178.0 3.29      0.47 12.000000
## 1737                15.0                104.0 3.14      0.42  8.700000
## 1738                50.0                185.0 3.39      0.38  9.600000
## 1739                19.0                101.0 3.24      0.44 10.000000
## 1740                 4.0                 55.0 2.91      0.32 11.400000
## 1741                23.0                150.0 3.14      0.45  9.600000
## 1742                28.0                152.0 3.18      0.32 12.900000
## 1743                47.0                142.0 3.14      0.35  9.700000
## 1744                33.0                169.0 3.23      0.51  9.300000
## 1746                46.0                238.0 3.16      0.48  8.600000
## 1747                33.0                 87.0 3.14      0.42  9.900000
## 1748                33.0                169.0 3.23      0.51  9.300000
## 1749                20.0                102.0 3.28      0.42 10.900000
## 1750                45.0                135.0 3.20      0.43 10.200000
## 1751                44.0                174.0 3.11      0.57  9.700000
## 1752                40.0                153.0 3.38      0.51 11.400000
## 1753                53.0                197.0 3.24      0.54  9.500000
## 1754                43.0                141.0 3.42      0.54 10.200000
## 1755                33.0                 93.0 3.31      0.43 11.100000
## 1756                47.0                142.0 3.14      0.35  9.700000
## 1757                54.0                202.0 3.22      0.43  9.300000
## 1758                56.0                215.0 3.17      0.44  8.800000
## 1759                12.0                 53.0 2.80      0.46 10.600000
## 1760                81.0                224.0 3.17      0.44  9.300000
## 1761                67.0                181.0 3.31      0.35 10.200000
## 1762                31.0                124.0 3.16      0.51 10.200000
## 1763                20.0                 98.0 3.46      0.42 11.000000
## 1764                18.0                112.0 3.40      0.50  9.600000
## 1765                54.0                202.0 3.22      0.43  9.300000
## 1766                56.0                215.0 3.17      0.44  8.800000
## 1767                56.0                209.0 3.17      0.45  8.800000
## 1768                50.0                179.0 3.28      0.69  8.900000
## 1769                58.0                144.0 3.17      0.38 10.000000
## 1770                33.0                102.0 3.16      0.56 12.200000
## 1771                33.0                181.0 3.04      0.42 10.900000
## 1772                40.0                141.0 3.34      0.72  9.500000
## 1773                32.0                178.0 3.04      0.43 10.900000
## 1774                33.0                181.0 3.04      0.42 10.900000
## 1775                33.0                 99.0 3.16      0.40 10.800000
## 1777                42.0                163.0 3.56      0.47  9.800000
## 1778                40.0                141.0 3.34      0.72  9.500000
## 1779                43.0                150.0 3.42      0.69 11.000000
## 1780                43.0                150.0 3.42      0.69 11.000000
## 1781                47.0                150.0 3.24      0.38  9.800000
## 1783                73.0                142.0 3.05      0.37 11.400000
## 1784                17.0                100.0 3.27      0.57 10.100000
## 1785                54.0                127.0 3.33      0.46 11.600000
## 1786                73.0                142.0 3.05      0.37 11.400000
## 1787                29.0                115.0 3.07      0.52 11.800000
## 1788                50.0                158.0 3.33      0.43 12.100000
## 1789                37.0                122.0 3.16      0.34 12.000000
## 1790                26.0                189.0 3.08      0.74 12.100000
## 1791                26.0                176.0 3.15      0.46  9.100000
## 1792                25.0                117.0 3.36      0.50  9.300000
## 1793                21.0                153.0 3.20      0.53 10.400000
## 1794                42.0                187.0 3.27      0.64  9.100000
## 1795                23.0                120.0 3.32      0.54  9.400000
## 1796                22.0                149.0 3.16      0.47  9.600000
## 1797                27.0                126.0 3.19      0.62 12.000000
## 1798                37.0                128.0 3.27      0.34 11.300000
## 1799                56.0                173.0 3.06      0.41  8.700000
## 1800                35.0                162.0 3.39      0.58  9.900000
## 1801                57.0                191.0 3.08      0.40  9.300000
## 1802                14.0                 67.0 3.07      0.32  9.500000
## 1803                56.0                173.0 3.06      0.41  8.700000
## 1804                35.0                162.0 3.39      0.58  9.900000
## 1805                57.0                191.0 3.08      0.40  9.300000
## 1806                29.0                119.0 3.16      0.39  9.400000
## 1807                 9.0                116.0 3.15      0.41  9.400000
## 1808                60.0                184.0 3.28      0.79  8.800000
## 1809                29.0                119.0 3.16      0.39  9.400000
## 1810                60.0                184.0 3.28      0.79  8.800000
## 1811                39.0                184.0 3.18      0.41  9.900000
## 1812                 9.0                116.0 3.15      0.41  9.400000
## 1813                24.0                 72.0 3.29      0.37 12.600000
## 1814                18.0                110.0 3.19      0.43 11.100000
## 1815                31.0                100.0 3.00      0.32 12.800000
## 1816                10.0                164.0 3.09      0.53 12.000000
## 1817                34.0                131.0 3.36      0.50 12.000000
## 1818                46.0                114.0 3.19      0.34  9.200000
## 1819                27.0                 96.0 3.38      0.44 12.300000
## 1820                38.0                131.0 3.19      0.41 13.000000
## 1821                10.0                164.0 3.09      0.53 12.000000
## 1822                23.0                110.0 3.07      0.38 10.900000
## 1823                31.0                100.0 3.00      0.32 12.800000
## 1824                34.0                231.0 3.36      0.54 10.000000
## 1825                35.0                165.0 3.22      0.32  9.000000
## 1826                13.0                 84.0 3.42      0.60 10.400000
## 1827                35.0                165.0 3.22      0.32  9.000000
## 1828                34.0                231.0 3.36      0.54 10.000000
## 1829                35.0                240.0 3.36      0.54 10.000000
## 1830                41.0                167.0 3.12      0.43 11.300000
## 1831                41.0                167.0 3.12      0.43 11.300000
## 1832                34.0                153.0 3.13      0.51 12.000000
## 1833                41.0                167.0 3.12      0.43 11.300000
## 1834                34.0                153.0 3.13      0.51 12.000000
## 1835                43.0                160.0 3.60      0.41 10.600000
## 1837                27.0                104.0 3.04      0.54  9.400000
## 1838                37.0                102.0 3.27      0.64 11.000000
## 1839                53.0                247.0 3.44      0.55  9.300000
## 1840                27.0                104.0 3.04      0.54  9.400000
## 1841                24.0                164.0 3.42      0.51 10.500000
## 1842                37.0                102.0 3.27      0.64 11.000000
## 1843                96.0                249.0 3.07      0.52  9.500000
## 1844                32.0                139.0 3.33      0.77 11.200000
## 1845                21.0                 94.0 3.29      0.62 12.300000
## 1846                44.0                157.0 3.27      0.44  9.000000
## 1847                62.0                180.0 3.07      0.38  9.000000
## 1848                44.0                157.0 3.27      0.44  9.000000
## 1850                48.0                189.0 3.25      0.42 11.400000
## 1851                50.0                181.0 3.20      0.42 11.000000
## 1852                21.0                 94.0 3.29      0.62 12.300000
## 1853                36.0                127.0 3.60      0.67 10.400000
## 1854                16.0                107.0 3.28      0.59 10.300000
## 1855                44.0                172.0 3.29      0.55 10.500000
## 1856                83.0                197.0 3.14      0.45  9.800000
## 1858                13.0                176.0 3.14      0.47  9.700000
## 1859                14.0                171.0 3.13      0.47  9.700000
## 1860                83.0                197.0 3.14      0.45  9.800000
## 1861                57.0                161.0 3.32      0.66 10.500000
## 1862                78.0                186.0 3.14      0.46 10.000000
## 1863                22.0                104.0 3.24      0.92 11.500000
## 1864                57.0                202.0 3.24      0.39  9.500000
## 1865                25.0                122.0 3.43      0.61 10.500000
## 1867                45.0                199.0 3.34      0.50  9.800000
## 1868                34.0                137.0 3.10      0.37 11.600000
## 1869                41.0                144.0 3.15      0.38 11.800000
## 1870                41.0                140.0 3.04      0.37 10.100000
## 1871                35.0                163.0 3.31      0.50 10.300000
## 1872                38.0                168.0 3.34      0.49 10.400000
## 1873                26.0                166.0 3.09      0.46  8.900000
## 1874                26.0                166.0 3.09      0.46  8.900000
## 1875                37.0                154.0 3.06      0.31 10.800000
## 1876                16.0                165.0 3.38      0.60  9.200000
## 1877                48.0                140.0 3.18      0.49  9.600000
## 1878                21.0                 78.0 3.08      0.37 10.400000
## 1879                41.0                248.0 3.03      0.57  8.700000
## 1880                14.0                103.0 3.06      0.36  9.200000
## 1881                45.0                213.0 3.18      0.63  9.200000
## 1882                14.0                103.0 3.06      0.36  9.200000
## 1883                45.0                213.0 3.18      0.63  9.200000
## 1884                45.0                213.0 3.18      0.63  9.200000
## 1885                34.0                124.0 3.40      0.39 10.200000
## 1886                14.0                103.0 3.06      0.36  9.200000
## 1887                39.0                107.0 3.20      0.32  9.000000
## 1888                41.0                178.0 3.37      0.43  9.700000
## 1889                50.0                185.0 3.34      0.42  9.600000
## 1890                24.0                112.0 3.14      0.76 10.000000
## 1891                45.0                213.0 3.18      0.63  9.200000
## 1892                44.0                197.0 3.18      0.64  9.100000
## 1893                40.0                142.0 3.30      0.41  8.700000
## 1894                40.0                142.0 3.30      0.41  8.700000
## 1895                31.0                161.0 3.14      0.44  9.500000
## 1896                73.0                212.0 2.93      0.49  9.500000
## 1897                53.0                166.0 2.90      0.41  8.900000
## 1898                53.0                166.0 2.90      0.41  8.900000
## 1899                15.0                 89.0 3.29      0.64  9.900000
## 1900                41.0                104.0 3.29      0.62 12.600000
## 1902                14.0                118.0 2.96      0.34 10.400000
## 1903                26.0                183.0 2.93      0.49  9.100000
## 1904                25.0                106.0 3.01      0.55 10.400000
## 1905                73.0                212.0 2.93      0.49  9.500000
## 1906                53.0                166.0 2.90      0.41  8.900000
## 1907                16.0                120.0 3.16      0.69 10.600000
## 1908                64.0                158.0 3.12      0.59 12.000000
## 1909                26.0                 98.0 2.93      0.59 12.500000
## 1910                40.0                126.0 3.21      0.39  9.600000
## 1911                54.0                180.0 3.08      0.42  9.200000
## 1912                20.0                 71.0 3.04      0.74  9.900000
## 1913                20.0                112.0 2.96      0.46 11.700000
## 1914                21.0                153.0 3.09      0.50  9.600000
## 1915                27.0                135.0 3.00      0.37 12.000000
## 1916                26.0                 98.0 2.93      0.59 12.500000
## 1917                54.0                180.0 3.08      0.42  9.200000
## 1918                20.0                 71.0 3.04      0.74  9.900000
## 1919                54.0                177.0 3.17      0.58  8.900000
## 1920                56.0                189.0 3.24      0.66  9.000000
## 1921                52.5                158.0 3.03      0.49 10.200000
## 1922                40.0                126.0 3.21      0.39  9.600000
## 1923                27.0                127.0 3.29      0.41  9.400000
## 1924                10.0                 59.0 2.97      0.48 10.400000
## 1925                 6.0                106.0 3.15      0.40 10.400000
## 1928                46.0                169.0 3.05      0.41 10.500000
## 1929                47.0                193.0 3.23      0.39 11.400000
## 1930                46.0                172.0 3.08      0.40 10.200000
## 1931                49.0                228.0 3.04      0.41 10.400000
## 1934                27.0                182.0 3.00      0.35  9.200000
## 1935                25.0                 87.0 3.23      0.66 10.300000
## 1936                46.0                172.0 3.08      0.40 10.200000
## 1937                49.0                228.0 3.04      0.41 10.400000
## 1938                34.0                172.0 3.23      0.39 11.100000
## 1939                27.0                 84.0 3.33      0.34  9.900000
## 1940                35.0                143.0 3.14      0.38  9.000000
## 1941                35.0                256.0 2.93      0.64  8.600000
## 1942                35.0                143.0 3.14      0.38  9.000000
## 1943                35.0                256.0 2.93      0.64  8.600000
## 1944                48.0                195.0 3.18      0.52  9.500000
## 1946                39.0                152.0 2.99      0.58 10.000000
## 1947                57.0                158.0 3.60      0.43  9.000000
## 1949                37.0                135.0 3.34      0.57 10.200000
## 1950                29.0                160.0 3.04      0.44  9.600000
## 1951                49.0                219.0 2.96      0.46  9.700000
## 1953                29.0                142.0 3.01      0.34 13.000000
## 1954                49.0                172.0 3.37      0.74 10.800000
## 1955                49.0                219.0 2.96      0.46  9.700000
## 1956                66.0                169.0 2.89      0.57  9.000000
## 1957                16.0                 63.0 3.37      0.40  9.900000
## 1958                22.0                 89.0 3.29      0.38  9.200000
## 1960                13.0                 91.0 2.79      0.37 10.100000
## 1961                13.0                 91.0 2.79      0.37 10.100000
## 1962                21.0                123.0 2.90      0.64  9.500000
## 1963                11.0                 99.0 3.17      0.57  9.900000
## 1965                50.0                173.0 3.19      0.46  9.000000
## 1966                50.0                163.0 3.03      0.38  8.600000
## 1967                13.0                114.0 3.12      0.35 10.500000
## 1968                53.0                186.0 3.09      0.56  9.500000
## 1969                41.0                142.0 3.43      0.53 10.100000
## 1970                49.0                164.0 3.53      0.79 11.700000
## 1971                32.0                116.0 3.23      0.47 10.700000
## 1972                49.0                164.0 3.53      0.79 11.700000
## 1973                37.0                133.0 3.15      0.42  9.200000
## 1974                33.0                139.0 3.17      0.39  8.800000
## 1975                33.0                139.0 3.17      0.39  8.800000
## 1976                76.0                197.0 3.24      0.43  9.500000
## 1977                35.0                208.0 3.57      0.55 10.200000
## 1978                30.0                143.0 3.25      0.50  9.100000
## 1979                23.0                103.0 3.19      0.54 10.500000
## 1980                57.0                184.0 3.09      0.46  9.000000
## 1981                53.0                212.5 3.14      0.46  8.900000
## 1982                53.0                212.5 3.14      0.46  8.900000
## 1983                53.0                212.5 3.14      0.46  8.900000
## 1984                53.0                212.5 3.14      0.46  8.900000
## 1985                53.0                212.5 3.14      0.46  8.900000
## 1986                48.0                181.0 3.20      0.62  9.100000
## 1987                27.0                151.0 3.20      0.53 10.100000
## 1988                57.0                176.0 3.12      0.55 10.000000
## 1989                63.0                201.0 3.11      0.53  9.500000
## 1990                30.0                102.0 3.08      0.31 12.300000
## 1991                 5.0                110.0 3.24      0.52  9.100000
## 1992                53.0                212.5 3.14      0.46  8.900000
## 1993                17.0                103.0 3.50      0.44  9.600000
## 1994                33.0                180.0 3.13      0.45 11.600000
## 1995                47.0                168.0 3.34      0.67  8.800000
## 1996                51.0                170.0 3.34      0.82  8.900000
## 1997                47.0                168.0 3.34      0.67  8.800000
## 1998                51.0                170.0 3.34      0.82  8.900000
## 1999                51.0                170.0 3.34      0.82  8.900000
## 2000                32.0                197.0 3.13      0.46  9.000000
## 2001                56.0                145.0 3.19      0.46 10.000000
## 2002                58.0                147.0 3.18      0.46 10.000000
## 2003                43.0                154.0 3.36      0.69 11.100000
## 2004                33.0                180.0 3.13      0.45 11.600000
## 2005                58.0                178.0 3.42      0.68 10.600000
## 2006                47.0                168.0 3.34      0.67  8.800000
## 2007                51.0                170.0 3.34      0.82  8.900000
## 2008                16.0                 84.0 3.34      0.58 10.100000
## 2009                21.0                159.0 3.52      0.47 10.000000
## 2010                27.0                 98.0 3.18      0.41 12.200000
## 2011                20.0                 95.0 3.23      0.53 11.000000
## 2012                21.0                159.0 3.52      0.47 10.000000
## 2013                37.0                160.0 3.37      0.45 11.100000
## 2014                38.0                133.0 3.22      0.67 10.400000
## 2015                14.0                 71.0 2.94      0.36 11.800000
## 2016                22.0                 84.0 3.11      0.66 10.800000
## 2017                28.0                110.0 3.30      0.38 12.500000
## 2018                14.0                 71.0 2.94      0.36 11.800000
## 2019                12.0                136.0 3.25      0.46 11.600000
## 2020                38.0                133.0 3.22      0.67 10.400000
## 2021                36.0                163.0 3.19      0.70 11.500000
## 2022                46.0                142.0 3.23      0.42 10.100000
## 2023                45.0                215.0 3.11      0.53  9.200000
## 2024                46.0                142.0 3.23      0.42 10.100000
## 2028                51.0                180.0 3.13      0.45  8.900000
## 2029                33.0                150.0 3.10      0.45  9.700000
## 2030                45.0                215.0 3.11      0.53  9.200000
## 2031                22.0                145.0 3.06      0.52 11.000000
## 2032                32.0                160.0 3.14      0.47 10.700000
## 2033                29.0                101.0 3.24      0.54 10.800000
## 2034                50.0                183.0 3.41      0.40  9.800000
## 2035                11.0                124.0 3.25      0.48 11.000000
## 2036                18.0                 72.0 2.97      0.35 10.400000
## 2038                32.0                160.0 3.14      0.47 10.700000
## 2039                22.0                104.0 3.34      0.44  9.000000
## 2040                11.0                 71.0 3.08      0.38 10.600000
## 2041                56.0                212.0 3.22      0.59  9.500000
## 2042                22.0                104.0 3.34      0.44  9.000000
## 2043                22.0                104.0 3.34      0.45  9.200000
## 2044                30.0                107.0 2.97      0.53 11.000000
## 2045                22.0                115.0 3.28      0.63  9.900000
## 2046                11.0                 71.0 3.08      0.38 10.600000
## 2047                22.0                126.0 3.38      0.47  9.300000
## 2048                28.0                156.0 3.14      0.41  9.600000
## 2049                29.0                155.0 3.14      0.42  9.500000
## 2050                32.0                172.0 3.39      0.57  9.700000
## 2052                41.0                146.0 3.30      0.36  8.700000
## 2053                41.0                146.0 3.30      0.36  8.700000
## 2054                19.0                101.0 3.01      0.38 12.400000
## 2055                19.0                101.0 3.01      0.38 12.400000
## 2056                27.0                155.0 3.07      0.26 10.600000
## 2057                41.0                146.0 3.30      0.36  8.700000
## 2058                20.0                151.0 3.36      0.82 12.000000
## 2059                45.0                227.0 3.12      0.47  9.000000
## 2060                31.0                169.0 3.13      0.47  8.800000
## 2061                58.0                223.0 3.22      0.56  9.500000
## 2062                23.0                 96.0 3.32      0.40 10.800000
## 2063                34.0                132.0 3.16      0.48 11.400000
## 2064                38.0                123.0 3.60      0.46 10.300000
## 2065                51.0                180.0 3.30      0.75  9.500000
## 2066                21.0                127.0 3.15      0.44  9.900000
## 2067                25.0                142.0 3.16      0.39 10.200000
## 2068                26.0                146.0 3.16      0.39 10.200000
## 2069                26.0                104.0 3.44      0.37 11.000000
## 2070                25.0                126.0 3.22      0.34 12.100000
## 2071                25.0                173.0 3.26      0.51  9.100000
## 2072                31.0                140.0 3.26      0.68  9.500000
## 2073                43.0                164.0 3.27      0.76  9.500000
## 2074                57.0                189.0 3.31      0.79  9.800000
## 2075                51.0                180.0 3.30      0.75  9.500000
## 2076                38.0                123.0 3.60      0.46 10.300000
## 2077                10.0                124.0 3.30      0.67  9.600000
## 2078                39.0                198.0 3.52      0.54 10.200000
## 2079                25.0                119.0 3.68      0.72 10.500000
## 2080                17.0                117.0 3.32      0.41 10.400000
## 2081                10.0                124.0 3.30      0.67  9.600000
## 2082                18.0                 95.0 3.22      0.33 10.700000
## 2083                25.0                119.0 3.15      0.34 10.500000
## 2084                14.0                111.0 2.85      0.42 10.600000
## 2085                47.0                150.0 3.29      0.76  9.600000
## 2086                47.0                150.0 3.29      0.76  9.600000
## 2087                17.0                101.0 3.14      0.58  9.500000
## 2088                48.0                153.0 3.12      0.58  9.400000
## 2089                29.0                130.0 3.22      0.38  9.800000
## 2090                47.0                150.0 3.29      0.76  9.600000
## 2091                51.0                172.0 3.16      0.44  9.200000
## 2092                53.0                176.0 3.17      0.38  9.500000
## 2093                27.0                 93.0 3.34      0.38  9.200000
## 2094                22.0                136.0 2.94      0.35  9.400000
## 2095                22.0                136.0 2.94      0.35  9.400000
## 2096                33.0                146.0 3.40      0.46  9.300000
## 2097                 5.0                129.0 3.19      0.40  9.100000
## 2098                31.0                145.0 3.36      0.40  9.500000
## 2099                72.0                163.0 3.42      0.35  9.100000
## 2100                43.0                153.0 3.63      0.46 10.600000
## 2101                31.0                145.0 3.36      0.40  9.500000
## 2102                16.0                 85.0 3.19      0.56 12.400000
## 2103                28.0                237.0 3.18      0.49  8.700000
## 2104                35.0                128.0 3.12      0.45  8.800000
## 2105                43.0                153.0 3.63      0.46 10.600000
## 2106                 5.0                129.0 3.19      0.40  9.100000
## 2107                40.0                234.0 3.02      0.66  9.000000
## 2108                46.0                141.0 3.16      0.48 10.300000
## 2109                72.0                163.0 3.42      0.35  9.100000
## 2110                59.0                186.0 3.12      0.55  9.500000
## 2111                44.0                138.0 3.30      0.37  8.800000
## 2112                44.0                138.0 3.30      0.37  8.800000
## 2113                44.0                138.0 3.30      0.37  8.800000
## 2114                20.0                 93.0 3.38      0.62  9.900000
## 2115                59.0                186.0 3.12      0.55  9.500000
## 2116                44.0                138.0 3.30      0.37  8.800000
## 2117                19.0                 68.0 3.14      0.37 11.700000
## 2118                26.0                117.0 3.21      0.56 10.800000
## 2119                18.0                126.0 3.43      0.42 12.000000
## 2120                14.0                122.0 3.20      0.39 10.300000
## 2121                47.0                154.0 3.05      0.38  9.000000
## 2122                36.0                109.0 3.19      0.58 12.200000
## 2123                59.0                173.0 3.39      0.38  9.900000
## 2124                47.0                154.0 3.05      0.38  9.000000
## 2125                36.0                109.0 3.19      0.58 12.200000
## 2126                42.0                163.0 3.20      0.46 10.100000
## 2127                23.0                174.0 3.31      0.55  9.300000
## 2129                36.0                146.0 3.43      0.50  9.200000
## 2130                15.0                115.0 3.27      0.72 11.700000
## 2131                21.0                144.0 3.35      0.38 11.000000
## 2132                49.0                158.0 3.37      0.38  9.600000
## 2133                49.0                158.0 3.37      0.38  9.600000
## 2134                22.0                162.0 2.99      0.68 11.900000
## 2135                38.0                118.0 3.25      0.52 10.800000
## 2136                41.0                224.0 3.38      0.55 10.100000
## 2137                31.0                132.0 3.25      0.52 10.900000
## 2138                41.0                224.0 3.38      0.55 10.100000
## 2139                19.0                102.0 3.27      0.31 10.400000
## 2140                12.0                105.0 3.05      0.39  9.200000
## 2141                31.0                117.0 3.27      0.50  9.600000
## 2142                31.0                117.0 3.27      0.50  9.600000
## 2143                64.0                179.0 3.10      0.46  9.000000
## 2144                18.0                 89.0 3.40      0.74 11.500000
## 2145                53.0                145.0 3.17      0.48 10.200000
## 2146                49.0                165.0 3.40      0.42  9.900000
## 2147                26.0                105.0 3.44      0.40  9.600000
## 2148                20.0                142.0 3.10      0.54 10.600000
## 2149                12.0                105.0 3.05      0.39  9.200000
## 2150                31.0                 99.0 3.24      0.46 11.800000
## 2151                36.0                102.0 3.18      0.43 12.200000
## 2152                31.0                117.0 3.27      0.50  9.600000
## 2153                15.0                 76.0 3.20      0.41 10.600000
## 2154                23.0                 91.0 3.27      0.45 10.300000
## 2156                33.0                181.0 3.11      0.46 10.700000
## 2157                 9.0                 76.0 3.05      0.31 11.700000
## 2158                31.0                 92.0 3.01      0.33 12.000000
## 2159                26.0                105.0 3.52      0.66 10.600000
## 2160                 6.0                 61.0 3.30      0.34 12.200000
## 2161                29.0                124.0 3.47      0.48 11.000000
## 2162                29.0                 79.0 3.23      0.46 12.400000
## 2163                19.0                115.0 2.77      0.44  9.400000
## 2164                31.0                 92.0 3.01      0.33 12.000000
## 2166                15.0                162.0 3.18      0.47  9.400000
## 2167                15.0                162.0 3.18      0.47  9.400000
## 2168                48.5                229.0 3.14      0.49  9.100000
## 2169                48.5                229.0 3.14      0.49  9.100000
## 2170                48.5                229.0 3.14      0.49  9.100000
## 2171                48.5                229.0 3.14      0.49  9.100000
## 2172                48.5                229.0 3.14      0.49  9.100000
## 2173                11.0                117.0 3.23      0.37  9.200000
## 2174                43.0                163.0 3.15      0.54  9.200000
## 2175                48.5                229.0 3.14      0.49  9.100000
## 2176                48.5                212.0 3.14      0.49  9.100000
## 2177                11.0                117.0 3.23      0.37  9.200000
## 2178                23.0                126.0 3.25      0.44  9.000000
## 2179                43.0                163.0 3.15      0.54  9.200000
## 2180                33.0                106.0 3.22      0.55 10.800000
## 2181                29.0                146.0 3.40      0.46  9.500000
## 2182                30.0                114.0 3.11      0.40 11.000000
## 2183                37.0                146.0 3.24      0.47 10.000000
## 2184                38.0                141.0 3.22      0.47  9.500000
## 2185                29.0                109.0 3.29      0.47 10.100000
## 2186                24.0                 94.0 3.19      0.44  9.500000
## 2188                13.0                137.0 3.11      0.42  9.500000
## 2189                24.0                 90.0 3.35      0.49  9.400000
## 2190                36.0                125.0 2.92      0.54  9.400000
## 2191                29.0                110.0 3.31      0.51 12.700000
## 2192                34.0                145.0 3.09      0.32  9.700000
## 2193                31.0                153.0 3.27      0.51  9.700000
## 2194                36.0                125.0 2.92      0.54  9.400000
## 2195                24.0                 90.0 3.35      0.49  9.400000
## 2196                13.0                137.0 3.11      0.42  9.500000
## 2197                20.0                 71.0 3.10      0.38 11.700000
## 2198                26.0                101.0 3.09      0.37 11.700000
## 2199                53.0                187.0 3.16      0.52  9.700000
## 2200                77.0                231.0 3.24      0.52  9.500000
## 2201                31.0                157.0 3.25      0.53  9.100000
## 2202                23.0                147.0 3.23      0.67 10.300000
## 2203                53.0                187.0 3.16      0.52  9.700000
## 2204                14.0                167.0 3.21      0.55  9.900000
## 2205                19.0                175.0 3.22      0.56  9.900000
## 2206                35.0                178.0 3.26      0.60 10.200000
## 2208                36.0                138.0 3.15      0.64 11.300000
## 2209                13.0                128.0 3.19      0.49 11.400000
## 2210                24.0                125.0 3.17      0.64 12.200000
## 2211                53.0                150.0 3.18      0.50  9.900000
## 2212                35.0                136.0 3.63      0.78 10.300000
## 2213                24.0                125.0 3.17      0.64 12.200000
## 2214                23.0                107.0 3.52      0.65 10.400000
## 2215                13.0                128.0 3.19      0.49 11.400000
## 2216                32.0                161.0 3.13      0.40  9.900000
## 2217                16.0                 96.0 3.32      0.62 10.000000
## 2218                18.0                129.0 3.21      0.38 11.500000
## 2219                29.0                163.0 3.44      0.60 10.500000
## 2220                36.0                134.0 3.28      0.36 12.500000
## 2221                40.0                120.0 2.98      0.44 10.500000
## 2222                32.0                161.0 3.13      0.40  9.900000
## 2223                25.0                157.0 3.06      0.47 11.400000
## 2224                44.0                169.0 3.42      0.42  9.800000
## 2225                25.0                157.0 3.06      0.47 11.400000
## 2226                32.0                166.0 3.03      0.44  9.200000
## 2227                60.0                177.0 3.08      0.46  8.900000
## 2228                64.0                179.0 3.07      0.46  8.900000
## 2229                45.0                124.0 2.92      0.59  9.500000
## 2230                42.0                150.0 3.21      0.36 11.500000
## 2231                45.0                124.0 2.92      0.59  9.500000
## 2232                42.0                150.0 3.21      0.36 11.500000
## 2233                16.0                 89.0 2.96      0.45  9.500000
## 2234                10.0                164.0 3.35      0.51  9.700000
## 2235                20.0                 90.0 3.17      0.79  9.700000
## 2236                10.0                147.0 3.32      0.46  9.500000
## 2237                48.0                184.0 3.16      0.50  9.400000
## 2238                37.0                162.0 3.13      0.45  9.000000
## 2239                39.0                151.0 3.60      0.44 10.600000
## 2240                10.0                147.0 3.32      0.46  9.500000
## 2241                41.0                180.0 3.16      0.49  9.100000
## 2242                48.0                184.0 3.16      0.50  9.400000
## 2243                49.0                169.0 3.05      0.54  8.800000
## 2244                52.0                171.0 3.54      0.74 10.400000
## 2245                35.0                228.0 3.13      0.51  8.900000
## 2246                28.0                141.0 3.16      0.38 10.600000
## 2247                37.0                162.0 3.13      0.45  9.000000
## 2248                39.0                151.0 3.60      0.44 10.600000
## 2249                16.0                100.0 3.28      0.45 10.600000
## 2250                45.0                186.0 3.23      0.47  9.000000
## 2251                46.0                235.0 3.08      0.61  8.800000
## 2252                34.0                101.0 3.54      0.60 10.500000
## 2253                51.0                174.0 3.16      0.52  9.500000
## 2254                45.0                186.0 3.23      0.47  9.000000
## 2255                47.0                172.0 3.14      0.43 10.400000
## 2256                35.0                133.0 3.38      0.46 10.000000
## 2257                24.0                128.0 2.97      0.68 10.400000
## 2258                34.0                132.0 3.11      0.53  9.000000
## 2259                57.0                205.0 3.24      0.45  9.300000
## 2260                34.0                132.0 3.11      0.53  9.000000
## 2261                57.0                205.0 3.24      0.45  9.300000
## 2262                20.0                134.0 3.18      0.45  9.000000
## 2263                11.0                 61.0 3.06      0.44 11.500000
## 2264                49.0                159.0 3.11      0.48  9.000000
## 2265                53.0                154.0 3.52      0.77 10.400000
## 2266                49.0                159.0 3.11      0.48  9.000000
## 2267                20.0                167.0 3.08      0.43 10.600000
## 2268                53.0                154.0 3.52      0.77 10.400000
## 2269                35.0                152.0 3.47      0.40  8.500000
## 2270                47.0                169.0 3.07      0.67  9.300000
## 2271                41.0                107.0 3.53      0.66 10.500000
## 2272                50.0                156.0 3.39      0.46  9.900000
## 2273                28.0                108.0 3.40      0.42 10.400000
## 2274                10.0                 94.0 3.35      0.47 10.100000
## 2275                41.0                107.0 3.53      0.66 10.500000
## 2276                47.0                178.0 3.04      0.49  9.200000
## 2277                57.0                200.0 3.17      0.44  9.400000
## 2278                25.0                 91.0 3.53      0.39 10.600000
## 2279                57.0                200.0 3.17      0.44  9.400000
## 2280                45.0                149.0 3.08      0.56  8.700000
## 2281                20.0                 77.0 3.61      0.54 10.200000
## 2282                18.0                 66.0 3.61      0.55 10.300000
## 2283                67.0                210.0 3.06      0.68  9.500000
## 2284                67.0                210.0 3.06      0.68  9.500000
## 2285                67.0                210.0 3.06      0.68  9.500000
## 2286                67.0                210.0 3.06      0.68  9.500000
## 2287                47.0                144.0 3.17      0.49  9.400000
## 2288                49.0                145.0 3.17      0.49  9.400000
## 2289                67.0                210.0 3.06      0.68  9.500000
## 2290                26.0                 97.0 3.16      0.58 12.600000
## 2291                21.0                106.0 3.52      0.64 10.500000
## 2292                38.0                150.0 3.10      0.56 10.800000
## 2293                39.0                208.0 3.18      0.46  9.900000
## 2294                26.0                 97.0 3.16      0.58 12.600000
## 2295                38.0                115.0 3.38      0.58 12.200000
## 2296                62.0                150.0 3.23      0.37 10.000000
## 2297                47.0                168.0 3.29      0.57 10.600000
## 2298                66.0                202.0 3.24      0.53  9.500000
## 2299                23.0                109.0 3.34      0.54 12.800000
## 2300                38.0                115.0 3.38      0.58 12.200000
## 2301                28.0                125.0 3.34      0.44 12.600000
## 2302                25.0                125.0 3.45      0.45  9.400000
## 2303                50.0                194.0 3.21      0.43  9.000000
## 2304                26.0                126.0 3.23      0.48  9.100000
## 2305                15.0                168.0 3.06      0.40  9.400000
## 2306                40.0                143.0 3.33      0.42 12.200000
## 2307                18.0                134.0 3.21      0.68 10.000000
## 2308                34.0                159.0 2.93      0.44  9.200000
## 2309                36.0                139.0 3.11      0.49  9.300000
## 2310                11.0                126.0 3.14      0.50  9.800000
## 2311                34.0                159.0 2.93      0.44  9.200000
## 2312                44.0                132.0 3.34      0.41 12.000000
## 2313                36.0                139.0 3.11      0.49  9.300000
## 2314                15.0                 80.0 3.33      0.63 12.600000
## 2315                42.0                127.0 3.31      0.38 12.200000
## 2316                49.0                144.0 3.40      0.58 11.000000
## 2317                34.0                116.0 3.25      0.39 12.000000
## 2318                51.0                153.0 3.16      0.44  8.800000
## 2319                58.0                164.0 3.17      0.46  8.900000
## 2320                39.0                 84.0 3.59      0.48 12.700000
## 2321                42.0                130.0 3.10      0.67 11.800000
## 2323                23.0                121.0 3.24      0.61  9.900000
## 2324                42.0                148.0 3.35      0.66 11.100000
## 2325                54.0                190.0 3.22      0.48  9.400000
## 2326                 7.0                119.0 3.13      0.36  9.700000
## 2327                22.0                111.0 3.11      0.29  9.700000
## 2328                 7.0                119.0 3.13      0.36  9.700000
## 2329                22.0                111.0 3.11      0.29  9.700000
## 2330                29.0                175.0 3.19      0.53  9.800000
## 2331                25.0                209.0 3.25      0.59  9.300000
## 2332                31.0                161.0 2.95      0.42 10.500000
## 2333                38.0                209.0 3.47      0.59  9.300000
## 2336                50.0                118.0 3.18      0.51 10.300000
## 2338                61.0                180.0 3.15      0.57  9.000000
## 2339                40.0                167.0 3.48      0.62  9.700000
## 2340                21.0                 90.0 3.22      0.55  9.500000
## 2341                27.0                156.0 3.49      0.59 10.300000
## 2342                40.0                167.0 3.48      0.62  9.700000
## 2343                27.0                 95.0 3.21      0.59 12.300000
## 2344                39.0                149.0 3.40      0.52 10.500000
## 2345                21.0                 90.0 3.22      0.55  9.500000
## 2346                41.0                211.0 3.11      0.49 10.000000
## 2347                58.0                179.0 3.08      0.44  8.800000
## 2348                24.0                 98.0 3.00      0.54 10.900000
## 2349                14.0                141.0 2.95      0.77 12.200000
## 2351                46.0                212.0 3.47      0.59 10.000000
## 2352                53.0                202.0 3.11      0.57  9.600000
## 2353                36.0                126.0 3.13      0.46  8.700000
## 2354                46.0                 89.0 3.39      0.48 10.700000
## 2355                26.0                 66.0 3.43      0.48 11.100000
## 2356                14.0                130.0 3.25      0.45 12.500000
## 2357                29.0                130.0 3.30      0.50 10.400000
## 2358                20.0                 93.0 3.20      0.37 11.500000
## 2359                60.0                221.0 3.05      0.66  9.400000
## 2361                30.0                121.0 3.17      0.49 10.100000
## 2362                14.0                102.0 3.28      0.58  9.700000
## 2363                39.0                144.0 3.49      0.50 10.500000
## 2364                44.0                182.0 3.42      0.42  9.700000
## 2365                42.5                204.0 3.59      0.51  9.200000
## 2366                24.0                138.0 3.19      0.44  9.800000
## 2367                40.0                227.0 3.12      0.52  9.000000
## 2368                40.0                188.0 3.15      0.49  9.100000
## 2369                70.0                169.0 3.25      0.37 10.400000
## 2370                29.0                144.0 3.68      0.46 10.700000
## 2371                25.0                107.0 3.59      0.49 10.500000
## 2373                 5.0                 85.0 3.28      0.40 11.500000
## 2374                 5.0                 57.0 3.05      0.54 10.400000
## 2375                43.0                188.0 3.30      0.41 12.000000
## 2376                41.0                150.0 3.38      0.43 12.200000
## 2377                43.0                188.0 3.30      0.41 12.000000
## 2378                24.0                 90.0 3.29      0.46  9.800000
## 2380                21.0                191.0 3.49      0.63  9.600000
## 2381                21.0                196.0 3.49      0.64  9.500000
## 2382                37.0                144.0 3.50      0.59 10.200000
## 2383                14.0                107.0 3.24      0.46 10.400000
## 2384                26.0                 74.0 3.28      0.53 11.000000
## 2385                14.0                107.0 3.24      0.46 10.400000
## 2386                56.0                160.0 3.05      0.41  8.700000
## 2387                24.0                189.0 3.29      0.54  9.900000
## 2388                24.0                186.0 3.29      0.54  9.900000
## 2389                 7.0                106.0 3.06      0.45 11.300000
## 2390                28.0                 83.0 3.38      0.51 12.000000
## 2391                34.0                130.0 3.43      0.50 10.700000
## 2392                32.0                156.0 3.13      0.70 10.100000
## 2393                42.0                135.0 3.25      0.49  9.600000
## 2394                43.0                136.0 3.25      0.49  9.600000
## 2396                28.0                199.0 3.54      0.59 10.300000
## 2398                13.0                101.0 3.17      0.41 11.800000
## 2399                26.0                 93.0 3.15      0.49 11.900000
## 2400                17.0                 77.0 3.66      0.57 10.300000
## 2401                16.0                104.0 3.09      0.66 10.000000
## 2402                18.0                107.0 3.10      0.53 10.200000
## 2403                72.0                202.0 3.12      0.56 10.000000
## 2405                23.0                130.0 3.04      0.67  9.600000
## 2406                59.0                188.0 3.16      0.49  9.500000
## 2407                23.0                100.0 3.17      0.52 12.700000
## 2408                23.0                109.0 3.34      0.54 11.000000
## 2410                23.0                111.0 3.35      0.64 10.200000
## 2411                30.0                220.0 3.38      0.58 10.100000
## 2412                50.0                208.0 3.05      0.50  9.200000
## 2413                50.0                212.0 3.47      0.66  9.400000
## 2414                23.0                111.0 3.35      0.64 10.200000
## 2415                28.0                195.0 3.53      0.71  9.200000
## 2416                23.0                106.0 2.98      0.50 10.000000
## 2417                30.0                220.0 3.38      0.58 10.100000
## 2419                25.0                 98.0 3.16      0.42  9.500000
## 2420                67.0                207.0 3.39      0.53  9.100000
## 2421                23.0                118.0 3.05      0.46 13.300000
## 2422                53.0                198.0 3.26      0.55  9.500000
## 2423                28.0                210.0 3.56      0.72  9.200000
## 2424                17.0                117.0 3.36      0.68 10.100000
## 2425                28.0                210.0 3.56      0.72  9.200000
## 2426                17.0                117.0 3.36      0.68 10.100000
## 2427                32.0                172.0 3.27      0.48 11.200000
## 2428                70.0                230.0 3.14      0.55  9.800000
## 2429                32.0                172.0 3.27      0.48 11.200000
## 2430                70.0                230.0 3.14      0.55  9.800000
## 2431                61.0                195.0 3.22      0.46  9.400000
## 2432                50.0                177.0 3.23      0.42  9.000000
## 2433                60.0                198.0 3.21      0.47  9.400000
## 2434                63.0                229.0 3.11      0.50  8.900000
## 2435                48.0                253.0 3.02      0.56  9.100000
## 2436                 9.0                148.0 3.17      0.50  9.800000
## 2437                29.0                183.0 3.17      0.43  9.400000
## 2438                34.0                150.0 3.13      0.50 10.000000
## 2439                29.0                183.0 3.17      0.43  9.400000
## 2440                36.0                130.0 3.48      0.75  9.900000
## 2441                49.0                159.0 3.14      0.47 10.000000
## 2443                32.0                201.0 3.00      0.45  9.200000
## 2444                40.0                219.5 3.15      0.60 10.000000
## 2445                32.0                201.0 3.00      0.45  9.200000
## 2446                40.5                210.0 3.15      0.61 10.000000
## 2447                40.0                210.0 3.15      0.60 10.000000
## 2448                21.0                133.0 3.43      0.64  9.800000
## 2449                19.0                114.0 3.36      0.62 10.500000
## 2450                61.0                181.0 3.45      0.63 10.600000
## 2451                38.0                157.0 3.28      0.52  9.400000
## 2452                38.0                157.0 3.28      0.52  9.400000
## 2453                35.0                136.0 3.38      0.54 11.000000
## 2454                36.0                141.0 3.53      0.56 10.800000
## 2455                58.0                201.0 3.30      0.67  9.000000
## 2456                47.0                194.0 3.07      0.58  9.600000
## 2457                36.0                156.0 3.19      0.54 10.600000
## 2458                36.0                156.0 3.19      0.54 10.600000
## 2459                47.0                194.0 3.07      0.58  9.600000
## 2460                31.0                147.0 3.08      0.52  9.200000
## 2461                31.0                147.0 3.08      0.52  9.200000
## 2462                11.0                 71.0 2.89      0.49  9.500000
## 2463                12.0                 72.0 2.89      0.48  9.500000
## 2464                37.0                184.0 3.47      0.58 10.300000
## 2465                35.0                124.0 3.08      0.46  8.800000
## 2468                27.0                128.0 3.20      0.62 10.200000
## 2469                26.0                 77.0 3.25      0.51 10.100000
## 2470                29.0                118.0 3.21      0.41  9.500000
## 2471                34.0                176.0 3.10      0.51  9.500000
## 2472                23.0                174.0 3.54      0.50 11.600000
## 2473                12.0                 97.0 3.13      0.40 10.700000
## 2474                20.0                142.0 3.11      0.54 10.100000
## 2475                17.0                 83.0 3.32      0.44 11.100000
## 2476                19.0                117.0 3.22      0.53  9.800000
## 2477                52.0                148.0 3.08      0.49  9.000000
## 2478                17.0                 83.0 3.32      0.44 11.100000
## 2479                58.0                215.0 3.19      0.48  9.500000
## 2480                18.0                143.0 3.37      0.49  9.400000
## 2481                22.0                113.0 3.24      0.61 10.200000
## 2482                39.5                216.5 3.10      0.50  9.800000
## 2483                54.0                201.0 3.19      0.48  9.500000
## 2484                58.0                215.0 3.19      0.48  9.500000
## 2485                55.0                191.0 3.17      0.49  9.000000
## 2486                61.0                204.0 3.10      0.55 10.100000
## 2487                37.0                122.0 3.02      0.45  8.800000
## 2488                25.0                122.0 2.97      0.51 11.900000
## 2489                25.0                122.0 2.97      0.51 11.900000
## 2490                32.0                174.0 3.19      0.44  9.300000
## 2491                11.0                110.0 3.33      0.76 10.000000
## 2492                49.0                201.0 3.21      0.43  9.500000
## 2493                32.0                174.0 3.19      0.44  9.300000
## 2494                20.0                139.0 3.16      0.50  9.700000
## 2495                20.0                139.0 3.16      0.50  9.700000
## 2496                45.0                155.0 3.19      0.48 10.200000
## 2497                13.0                 96.0 3.11      0.40 10.800000
## 2498                32.0                133.0 3.27      0.48  8.800000
## 2499                32.0                133.0 3.27      0.48  8.800000
## 2500                37.0                175.0 3.32      0.49 11.400000
## 2501                32.0                133.0 3.27      0.48  8.800000
## 2502                39.0                191.0 3.14      0.52  9.800000
## 2503                11.0                119.0 3.17      0.47  9.400000
## 2504                11.0                119.0 3.17      0.47  9.400000
## 2505                54.0                174.0 3.21      0.43  9.400000
## 2506                37.0                194.0 3.20      0.63  9.400000
## 2507                63.0                212.0 3.22      0.48  9.700000
## 2508                36.0                140.0 3.35      0.47 12.300000
## 2509                45.0                178.0 3.33      0.43  9.800000
## 2510                18.0                134.0 3.12      0.68  9.000000
## 2511                46.0                203.0 3.26      0.46  9.200000
## 2512                68.0                215.0 3.19      0.60  9.400000
## 2513                20.0                 67.0 3.28      0.48  9.900000
## 2514                13.0                145.0 3.07      0.52  9.800000
## 2515                34.0                148.0 3.36      0.49 12.300000
## 2516                15.0                 37.0 3.02      0.52 11.900000
## 2517                33.0                170.0 3.27      0.64 10.200000
## 2518                61.0                224.0 3.14      0.56  9.500000
## 2519                15.0                 37.0 3.02      0.52 11.900000
## 2520                67.0                216.0 3.24      0.50  9.200000
## 2521                28.0                174.0 3.18      0.49  9.700000
## 2522                35.0                138.0 3.36      0.60 11.500000
## 2523                32.0                162.0 3.17      0.38 10.400000
## 2524                41.0                174.0 3.22      0.41 11.600000
## 2525                28.0                174.0 3.18      0.49  9.700000
## 2526                32.0                162.0 3.17      0.38 10.400000
## 2527                35.0                138.0 3.36      0.60 11.500000
## 2528                29.0                108.0 3.27      0.51 10.200000
## 2529                27.0                109.0 3.38      0.50  9.800000
## 2530                26.0                158.0 3.24      0.47  9.000000
## 2531                57.0                163.0 3.38      0.59 10.500000
## 2532                 8.0                178.0 3.16      0.38  9.400000
## 2533                 8.0                178.0 3.16      0.38  9.400000
## 2534                53.0                149.0 3.21      0.34 10.800000
## 2535                19.0                 95.0 3.17      0.46 10.700000
## 2536                21.0                162.0 3.08      0.50 10.600000
## 2537                15.0                110.0 3.15      0.42  9.200000
## 2538                30.0                142.0 3.28      0.44  9.500000
## 2539                30.0                142.0 3.28      0.44  9.500000
## 2540                20.0                111.0 3.41      0.50 10.000000
## 2541                34.0                177.0 3.13      0.47 10.600000
## 2542                21.0                162.0 3.08      0.50 10.600000
## 2543                19.5                166.0 3.13      0.48 10.600000
## 2544                15.0                110.0 3.15      0.42  9.200000
## 2545                28.0                117.0 3.24      0.48 11.000000
## 2546                17.0                159.0 3.25      0.53 11.200000
## 2547                26.0                175.0 3.32      0.54  9.600000
## 2548                27.0                128.0 3.21      0.48  9.400000
## 2549                62.0                209.0 3.20      0.53  9.500000
## 2550                51.0                188.0 3.09      0.62  9.300000
## 2551                27.0                128.0 3.21      0.48  9.400000
## 2552                62.0                209.0 3.20      0.53  9.500000
## 2553                 8.0                110.0 3.07      0.46  9.400000
## 2554                63.0                146.0 3.13      0.72 11.200000
## 2555                67.0                150.0 3.14      0.73 11.200000
## 2556                63.0                146.0 3.13      0.72 11.200000
## 2557                54.0                170.0 3.00      0.53  8.800000
## 2558                67.0                150.0 3.14      0.73 11.200000
## 2559                63.0                146.0 3.13      0.72 11.200000
## 2561                11.0                103.0 3.06      0.42 11.100000
## 2562                36.0                131.0 3.08      0.46  9.600000
## 2563                11.0                103.0 3.06      0.42 11.100000
## 2565                28.0                160.0 2.95      0.45 10.600000
## 2566                59.0                240.0 3.13      0.45  8.900000
## 2567                17.0                 80.0 3.15      0.46 12.300000
## 2568                39.0                132.0 3.34      0.46 11.400000
## 2569                60.0                207.0 3.16      0.49  9.600000
## 2570                25.0                135.0 3.33      0.59 10.300000
## 2571                39.0                132.0 3.34      0.46 11.400000
## 2572                29.0                 80.0 3.23      0.36 12.100000
## 2573                10.0                 56.0 3.46      0.45  9.900000
## 2574                31.0                185.0 3.15      0.49  9.700000
## 2575                70.0                154.0 3.18      0.52 10.500000
## 2576                85.0                182.0 3.04      0.44  8.900000
## 2577                74.0                227.0 3.18      0.50  9.400000
## 2578                63.0                206.0 3.18      0.50  9.600000
## 2579                45.0                104.0 3.40      0.56 12.600000
## 2581                36.0                174.0 3.20      0.50 10.400000
## 2582                19.0                171.0 3.00      0.52  9.000000
## 2583                19.0                171.0 3.00      0.52  9.000000
## 2584                19.0                171.0 3.00      0.52  9.000000
## 2585                19.0                171.0 3.00      0.52  9.000000
## 2586                19.0                171.0 3.00      0.52  9.000000
## 2587                19.0                171.0 3.00      0.52  9.000000
## 2588                15.0                 89.0 3.22      0.43  9.200000
## 2589                19.0                171.0 3.00      0.52  9.000000
## 2590                25.0                154.0 3.20      0.48  9.700000
## 2591                47.0                132.0 3.34      0.42 10.100000
## 2592                24.0                152.0 3.46      0.64 11.000000
## 2593                32.0                144.0 3.20      0.55 10.800000
## 2594                49.0                147.0 3.22      0.38 10.800000
## 2596                18.0                167.0 3.24      0.39 10.600000
## 2597                28.0                208.0 3.23      0.64  9.800000
## 2598                56.0                115.0 3.18      0.70 11.700000
## 2599                28.0                208.0 3.23      0.64  9.800000
## 2600                58.0                185.0 3.34      0.60  9.000000
## 2601                51.0                132.0 3.18      0.74 11.300000
## 2602                64.0                185.0 3.31      0.61  9.400000
## 2603                56.0                115.0 3.18      0.70 11.700000
## 2604                37.0                107.0 3.31      0.63 11.300000
## 2605                37.0                107.0 3.31      0.63 11.300000
## 2606                 4.0                 28.0 3.20      0.36 12.000000
## 2607                22.0                157.0 3.48      0.49 10.600000
## 2608                47.0                202.0 3.13      0.46 10.800000
## 2609                53.0                209.0 3.12      0.46 10.800000
## 2610                 4.0                 28.0 3.20      0.36 12.000000
## 2611                44.0                177.0 3.18      0.67  9.400000
## 2612                61.0                219.0 3.19      0.50  9.400000
## 2613                37.0                107.0 3.31      0.63 11.300000
## 2614                29.0                140.0 3.07      0.40  9.400000
## 2615                20.0                 80.0 3.39      0.47 12.000000
## 2616                47.0                129.0 3.28      0.72 10.300000
## 2617                47.0                129.0 3.28      0.72 10.300000
## 2618                47.0                129.0 3.28      0.72 10.300000
## 2619                48.0                126.0 3.22      0.38 11.300000
## 2620                31.0                150.0 3.10      0.47  9.400000
## 2621                40.0                144.0 3.14      0.38  8.700000
## 2622                29.0                140.0 3.07      0.40  9.400000
## 2623                48.0                126.0 3.22      0.38 11.300000
## 2624                47.0                129.0 3.28      0.72 10.300000
## 2625                20.0                 80.0 3.39      0.47 12.000000
## 2627                36.0                136.0 3.44      0.51 10.400000
## 2628                39.0                128.0 3.37      0.41 10.700000
## 2629                42.0                219.0 3.47      0.46 10.200000
## 2631                23.0                109.0 3.30      0.36 10.500000
## 2632                36.0                100.0 3.26      0.39 11.700000
## 2633                61.0                186.0 3.13      0.45  8.600000
## 2634                40.0                174.0 3.20      0.44  9.000000
## 2636                26.0                 87.0 3.10      0.47 12.800000
## 2637                40.0                174.0 3.20      0.44  9.000000
## 2639                42.0                104.0 3.28      0.53 11.800000
## 2640                36.0                 84.0 3.05      0.55 11.600000
## 2641                28.0                 89.0 3.14      0.61 11.800000
## 2642                55.0                158.0 3.24      0.37 10.600000
## 2643                14.0                 91.0 3.17      0.80  9.700000
## 2644                24.0                151.0 3.22      0.47 10.300000
## 2645                56.0                178.0 3.15      0.44 10.200000
## 2646                38.0                113.0 3.33      0.44 10.100000
## 2648                43.0                127.0 3.24      0.51  9.300000
## 2649                29.0                144.0 3.33      0.54 10.200000
## 2650                56.0                178.0 3.15      0.44 10.200000
## 2651                43.0                162.0 3.11      0.53  9.500000
## 2652                25.0                146.0 3.18      0.40  9.300000
## 2653                45.0                 80.0 3.06      0.34 12.900000
## 2654                45.0                148.0 3.14      0.46  8.700000
## 2656                71.0                204.0 3.23      0.69 10.100000
## 2657                60.0                196.0 3.19      0.78 10.000000
## 2658                51.0                129.0 3.27      0.69 11.100000
## 2659                65.0                158.0 3.26      0.70 10.300000
## 2660                27.0                 73.0 3.24      0.41 12.200000
## 2661                35.0                156.0 3.11      0.48  9.300000
## 2662                46.0                178.0 3.19      0.56 11.300000
## 2663                46.0                110.0 3.04      0.65 10.800000
## 2664                15.0                 86.0 2.98      0.39 11.200000
## 2665                36.0                 91.0 3.32      0.45 12.500000
## 2666                15.0                122.0 3.39      0.49  9.300000
## 2667                38.0                142.0 3.40      0.41 12.900000
## 2668                21.0                131.0 3.20      0.45 11.200000
## 2670                45.0                179.0 3.20      0.49  9.300000
## 2671                38.0                142.0 3.40      0.41 12.900000
## 2672                38.0                142.0 3.41      0.41 12.900000
## 2673                46.0                120.0 3.20      0.36  9.500000
## 2674                 5.0                 24.0 3.19      0.36 11.900000
## 2675                23.0                120.0 2.93      0.66 10.300000
## 2676                23.0                120.0 2.92      0.66 10.300000
## 2677                33.0                 93.0 3.06      0.68 11.200000
## 2678                32.0                150.0 3.18      0.31 12.000000
## 2679                21.0                144.0 3.13      0.40  9.600000
## 2680                29.0                110.0 3.20      0.42  9.200000
## 2681                52.0                119.0 3.03      0.33 12.900000
## 2682                46.0                149.0 2.99      0.59  9.300000
## 2683                15.0                136.0 3.10      0.44 12.100000
## 2684                21.0                144.0 3.13      0.40  9.600000
## 2685                35.0                128.0 3.37      0.48 11.200000
## 2686                28.0                 98.0 3.11      0.37 11.200000
## 2687                52.0                119.0 3.03      0.33 12.900000
## 2688                56.0                187.0 3.21      0.46  9.200000
## 2689                46.0                149.0 2.99      0.59  9.300000
## 2690                29.0                110.0 3.20      0.42  9.200000
## 2691                26.0                124.0 3.18      0.50  9.300000
## 2692                26.0                108.0 3.20      0.36 10.700000
## 2693                20.0                166.0 3.05      0.54  9.800000
## 2694                28.0                143.0 3.30      0.54 10.300000
## 2695                26.0                108.0 3.20      0.36 10.700000
## 2696                26.0                121.0 3.28      0.38 11.300000
## 2697                36.0                182.0 3.02      0.49  8.800000
## 2698                16.0                104.0 3.18      0.50 10.800000
## 2699                20.0                166.0 3.05      0.54  9.800000
## 2700                26.0                124.0 3.18      0.50  9.300000
## 2701                15.0                 72.0 3.26      0.60 11.500000
## 2702                43.0                133.0 3.26      0.41  8.800000
## 2703                43.0                133.0 3.26      0.41  8.800000
## 2704                43.0                133.0 3.26      0.41  8.800000
## 2707                59.0                209.0 3.16      0.63  9.600000
## 2708                43.0                133.0 3.26      0.41  8.800000
## 2709                56.0                189.0 3.22      0.48  9.300000
## 2710                66.0                184.0 3.22      0.75  8.900000
## 2711                66.0                184.0 3.22      0.75  8.900000
## 2713                47.0                182.0 3.24      0.46  9.100000
## 2714                56.0                189.0 3.22      0.48  9.300000
## 2715                59.0                188.0 3.20      0.50  9.400000
## 2716                46.0                179.0 3.14      0.60 10.100000
## 2717                66.0                184.0 3.22      0.75  8.900000
## 2718                59.0                143.0 3.20      0.40 10.800000
## 2719                18.0                 69.0 3.24      0.54 10.000000
## 2720                53.0                160.0 3.03      0.38 10.900000
## 2721                29.0                 92.0 3.15      0.38 12.000000
## 2723                32.0                101.0 3.22      0.62 12.300000
## 2724                29.0                129.0 3.45      0.56 10.400000
## 2725                53.0                160.0 3.03      0.38 10.900000
## 2726                62.0                153.0 3.22      0.42 10.500000
## 2727                22.0                 91.0 3.41      0.50  9.800000
## 2728                34.0                121.0 3.06      0.46 10.500000
## 2729                86.0                213.0 3.16      0.51  9.900000
## 2730                24.0                 79.0 3.27      0.69 11.400000
## 2732                30.0                173.0 3.09      0.53  9.700000
## 2733                13.0                135.0 3.09      0.51 10.000000
## 2734                24.0                 79.0 3.27      0.69 11.400000
## 2735                50.0                141.0 3.13      0.49 10.300000
## 2736                86.0                213.0 3.16      0.51  9.900000
## 2737                34.0                121.0 3.06      0.46 10.500000
## 2738                29.0                 95.0 3.16      0.47  9.800000
## 2739                24.0                131.0 3.19      0.34  9.300000
## 2740                25.0                100.0 3.08      0.47 12.400000
## 2741                54.0                145.0 3.16      0.42  9.300000
## 2742                24.0                131.0 3.19      0.34  9.300000
## 2743                49.0                165.0 3.26      0.72  9.500000
## 2744                 9.0                 45.0 3.08      0.40 10.500000
## 2745                 9.0                 45.0 3.08      0.40 10.500000
## 2746                19.0                 99.0 3.26      0.53 12.800000
## 2747                44.0                142.0 2.99      0.45 10.800000
## 2748                48.0                127.0 3.10      0.55 10.000000
## 2750                48.0                127.0 3.10      0.55 10.000000
## 2752                38.0                108.0 3.19      0.66 12.000000
## 2753                15.0                138.0 3.18      0.46 12.600000
## 2754                15.0                 70.0 3.37      0.40 11.900000
## 2755                 5.0                 28.0 3.13      0.32 10.600000
## 2756                47.0                240.0 3.42      0.48  9.200000
## 2757                42.0                240.0 3.17      0.52 10.000000
## 2758                18.0                 97.0 3.36      0.46  9.200000
## 2759                19.0                103.0 3.36      0.47  9.300000
## 2760                25.0                144.0 3.24      0.54 10.200000
## 2761                25.0                148.0 3.25      0.54 10.200000
## 2762                51.0                154.0 3.14      0.51  8.700000
## 2763                 8.0                163.0 3.24      0.42 10.700000
## 2764                 4.0                119.0 3.18      0.34 12.100000
## 2765                58.0                152.0 3.12      0.37  9.500000
## 2766                17.0                118.0 3.18      0.37 11.200000
## 2767                36.0                 95.0 2.93      0.59 12.000000
## 2768                58.0                152.0 3.12      0.37  9.500000
## 2769                 4.0                119.0 3.18      0.34 12.100000
## 2770                 8.0                163.0 3.24      0.42 10.700000
## 2771                29.0                228.0 3.26      0.54  8.800000
## 2773                39.0                138.0 3.31      0.37 13.100000
## 2774                22.0                 93.0 3.08      0.60 12.500000
## 2775                37.0                131.0 3.09      0.33 11.700000
## 2776                37.0                131.0 3.09      0.33 11.700000
## 2777                35.0                135.0 3.09      0.33 11.600000
## 2778                24.0                111.0 3.29      0.54 11.300000
## 2779                22.0                 93.0 3.08      0.60 12.500000
## 2780                42.0                103.0 3.11      0.45 11.400000
## 2781                 4.0                117.0 3.40      0.44 12.200000
## 2783                32.0                211.0 3.31      0.59 10.400000
## 2784                32.0                211.0 3.31      0.59 10.400000
## 2785                32.0                211.0 3.31      0.59 10.400000
## 2786                35.0                157.0 3.17      0.50  9.100000
## 2787                 8.0                 70.0 3.05      0.41 12.200000
## 2788                35.0                157.0 3.17      0.50  9.100000
## 2789                41.0                176.0 3.12      0.54  9.400000
## 2790                42.0                178.0 3.11      0.53  9.400000
## 2791                32.0                211.0 3.31      0.59 10.400000
## 2792                61.0                189.0 3.22      0.49  9.200000
## 2793                52.0                183.0 3.20      0.51  9.400000
## 2794                39.0                107.0 3.22      0.53 13.500000
## 2795                37.0                151.0 3.07      0.40  9.400000
## 2796                15.0                 83.0 3.13      0.55 10.900000
## 2797                39.0                107.0 3.22      0.53 13.500000
## 2798                37.0                151.0 3.07      0.40  9.400000
## 2799                34.0                114.0 3.19      0.45 11.400000
## 2800                45.0                125.0 3.19      0.51 12.400000
## 2801                61.0                189.0 3.22      0.49  9.200000
## 2802                52.0                183.0 3.20      0.51  9.400000
## 2803                 8.0                 79.0 3.30      0.39 10.500000
## 2804                16.0                 99.0 3.26      0.38 11.500000
## 2805                15.0                 83.0 3.13      0.55 10.900000
## 2806                36.0                123.0 3.34      0.44 10.800000
## 2807                52.0                148.0 3.03      0.46  8.900000
## 2808                53.0                151.0 3.03      0.46  8.900000
## 2809                60.0                184.0 3.20      0.50  9.400000
## 2810                25.0                153.0 3.44      0.73 12.200000
## 2811                22.0                100.0 2.99      0.47 12.100000
## 2812                23.0                128.0 3.17      0.66 10.900000
## 2813                27.0                109.0 3.34      0.58 10.100000
## 2814                25.0                153.0 3.44      0.73 12.200000
## 2815                14.0                 71.0 3.31      0.38 13.000000
## 2816                15.0                 72.0 3.23      0.39 11.000000
## 2817                24.0                126.0 3.19      0.49 10.800000
## 2818                14.0                 71.0 3.31      0.38 13.000000
## 2820                63.0                123.0 3.44      0.42 11.400000
## 2822                42.0                241.0 3.50      0.60  9.900000
## 2823                25.0                150.0 3.22      0.44 10.500000
## 2824                18.0                 56.0 3.06      0.48 12.400000
## 2825                52.0                172.0 3.18      0.53  9.500000
## 2826                41.0                161.0 3.16      0.50 10.500000
## 2827                52.0                196.0 3.23      0.48  9.100000
## 2828                53.0                138.0 3.38      0.35 11.500000
## 2829                53.0                138.0 3.38      0.35 11.500000
## 2830                31.0                170.0 3.17      0.37 11.200000
## 2831                59.0                140.0 3.22      0.40 10.800000
## 2832                31.0                186.0 3.12      0.44  9.400000
## 2833                13.0                 73.0 3.17      0.58 11.000000
## 2834                22.0                112.0 3.21      0.37 11.300000
## 2835                51.0                117.0 3.28      0.38 11.200000
## 2836                41.0                161.0 3.16      0.50 10.500000
## 2837                52.0                196.0 3.23      0.48  9.100000
## 2838                35.0                154.0 3.21      0.50 10.400000
## 2839                14.0                 82.0 3.10      0.58 11.200000
## 2840                34.0                 89.0 3.14      0.36 11.100000
## 2841                23.0                 92.0 3.18      0.38 11.200000
## 2842                17.0                 98.0 3.29      0.39 10.500000
## 2843                23.0                 92.0 3.20      0.45 10.000000
## 2844                24.0                 90.0 3.20      0.47 10.000000
## 2845                24.0                 97.0 3.10      0.42 10.900000
## 2846                16.0                 87.0 3.15      0.56 10.900000
## 2847                14.0                 82.0 3.10      0.58 11.200000
## 2848                40.0                 86.0 3.50      0.42 11.700000
## 2849                55.0                144.0 3.16      0.42 10.000000
## 2851                55.0                136.0 3.03      0.52  9.000000
## 2852                19.0                 86.0 3.04      0.56 10.000000
## 2853                37.0                154.0 3.08      0.43 11.900000
## 2854                40.0                101.0 3.57      0.59 10.600000
## 2855                29.0                101.0 3.15      0.40 11.000000
## 2856                46.0                143.0 3.25      0.43 11.200000
## 2857                29.0                129.0 3.51      0.60 12.000000
## 2858                39.0                 96.0 3.24      0.60 12.600000
## 2859                46.0                143.0 3.25      0.43 11.200000
## 2860                48.0                113.0 3.24      0.68 10.500000
## 2861                66.0                144.0 3.11      0.52 10.200000
## 2862                29.0                101.0 3.15      0.40 11.000000
## 2863                12.0                 90.0 3.57      0.52 12.200000
## 2864                19.0                 76.0 3.18      0.41 12.300000
## 2865                40.0                101.0 3.57      0.59 10.600000
## 2866                33.0                115.0 3.36      0.50 10.400000
## 2867                29.0                129.0 3.51      0.60 12.000000
## 2868                22.0                121.0 3.15      0.53 12.700000
## 2869                18.0                128.0 3.05      0.28 10.600000
## 2870                25.0                108.0 3.14      0.34 12.300000
## 2871                22.0                121.0 3.15      0.53 12.700000
## 2872                20.0                 84.0 3.09      0.53 11.400000
## 2874                38.0                 95.0 3.23      0.94 12.400000
## 2876                20.0                 84.0 3.09      0.53 11.400000
## 2877                57.0                135.0 3.21      0.38 10.700000
## 2879                35.0                138.0 3.37      0.42 12.700000
## 2880                24.0                 88.0 3.18      0.39 11.700000
## 2881                22.0                 64.0 2.93      0.49 10.700000
## 2882                38.0                 94.0 2.99      0.43 11.800000
## 2883                37.0                125.0 3.20      0.39  9.900000
## 2884                16.0                 81.0 3.23      0.53 13.400000
## 2885                30.0                114.0 3.12      0.64 12.800000
## 2886                24.0                 87.0 3.15      0.45 12.800000
## 2887                18.0                101.0 3.13      0.41 10.500000
## 2888                24.0                 84.0 3.31      0.55 11.500000
## 2889                 5.0                 25.0 3.04      0.37 10.500000
## 2890                21.0                132.0 2.95      0.39 13.000000
## 2891                64.0                138.0 3.19      0.34 12.400000
## 2892                40.0                148.0 3.16      0.35 10.200000
## 2893                67.0                234.0 3.23      0.50  9.000000
## 2895                22.0                 68.0 3.15      0.50 11.700000
## 2896                20.0                180.0 3.58      0.57 10.000000
## 2897                42.0                218.0 3.37      0.54 10.300000
## 2898                67.0                234.0 3.23      0.50  9.000000
## 2899                25.0                 78.0 2.99      0.38 11.100000
## 2900                59.0                150.0 3.31      0.46  9.000000
## 2901                37.0                 97.0 3.40      0.58 10.500000
## 2902                36.0                 92.0 3.27      0.59 11.900000
## 2903                38.0                155.0 3.27      0.50  9.400000
## 2904                26.0                 81.0 3.31      0.52 11.400000
## 2905                40.0                114.0 3.31      0.58 10.800000
## 2906                40.0                157.0 3.10      0.46  9.800000
## 2907                59.0                183.0 3.20      0.45  9.300000
## 2908                26.0                 81.0 3.31      0.52 11.400000
## 2909                22.0                 73.0 3.24      0.52 11.300000
## 2910                23.0                 73.0 3.23      0.52 11.300000
## 2911                49.0                170.0 3.22      0.48  9.500000
## 2912                38.0                155.0 3.27      0.50  9.400000
## 2913                36.0                 92.0 3.27      0.59 11.900000
## 2914                49.0                199.0 3.03      0.38  9.300000
## 2915                22.0                 81.0 3.03      0.54 11.400000
## 2916                22.0                 81.0 3.03      0.54 11.400000
## 2917                57.0                128.0 3.22      0.39 12.700000
## 2918                26.0                118.0 3.20      0.45 13.500000
## 2919                15.0                 65.0 3.06      0.52 11.200000
## 2920                38.0                118.0 3.19      0.41 10.700000
## 2921                13.0                 92.0 3.01      0.46 10.800000
## 2922                27.0                202.0 3.46      0.57 10.500000
## 2923                44.0                137.0 3.13      0.32 13.000000
## 2924                41.0                131.0 3.08      0.49 10.800000
## 2925                39.0                118.0 3.05      0.50  9.100000
## 2926                67.0                196.0 3.10      0.50 10.100000
## 2927                13.0                 59.0 3.30      0.84 11.900000
## 2928                45.0                140.0 2.98      0.31 12.000000
## 2929                45.0                140.0 2.98      0.31 12.000000
## 2930                39.0                118.0 3.05      0.50  9.100000
## 2932                13.0                 59.0 3.30      0.84 11.900000
## 2933                69.0                192.0 3.14      0.50 10.200000
## 2934                41.0                131.0 3.08      0.49 10.800000
## 2935                11.0                 66.0 3.30      0.40  9.800000
## 2936                 3.0                 89.0 2.95      0.30 11.400000
## 2937                11.0                 68.0 3.30      0.41  9.800000
## 2938                67.0                196.0 3.10      0.50 10.100000
## 2939                41.0                 98.0 3.19      0.38  9.800000
## 2940                41.0                 98.0 3.19      0.38  9.800000
## 2941                49.0                128.0 3.21      0.40 10.700000
## 2942                14.0                111.0 3.11      0.61 10.600000
## 2943                49.0                173.0 3.17      0.47  9.300000
## 2944                41.0                 98.0 3.19      0.38  9.800000
## 2945                49.0                128.0 3.21      0.40 10.700000
## 2946                39.0                150.0 3.33      0.59 14.000000
## 2947                27.0                107.0 3.36      0.37 11.000000
## 2948                27.0                107.0 3.36      0.37 11.000000
## 2949                55.0                182.0 3.21      0.45  9.400000
## 2950                30.0                139.0 3.10      0.36  9.000000
## 2951                 8.0                108.0 3.08      0.55  9.000000
## 2952                17.0                101.0 3.37      0.53 10.000000
## 2953                 9.0                109.0 3.08      0.54  9.000000
## 2954                 8.0                108.0 3.08      0.55  9.000000
## 2955                25.0                 79.0 3.29      0.60 12.400000
## 2956                28.0                123.0 3.14      0.44 11.300000
## 2957                36.0                 86.0 2.80      0.55 12.000000
## 2958                37.0                 94.0 3.01      0.56 11.700000
## 2959                17.0                101.0 3.37      0.53 10.000000
## 2960                26.0                 90.0 2.84      0.54 13.200000
## 2961                41.0                114.0 3.07      0.59 11.000000
## 2962                30.0                114.0 3.22      0.54 11.000000
## 2963                14.0                 94.0 3.02      0.48  9.200000
## 2964                38.0                113.0 3.08      0.48 13.000000
## 2965                38.0                128.0 3.77      0.60 10.600000
## 2966                31.0                119.0 3.55      0.49 13.000000
## 2967                33.0                118.0 3.04      0.54  9.000000
## 2968                33.0                118.0 3.04      0.54  9.000000
## 2969                52.0                148.0 2.93      0.32 11.500000
## 2970                17.0                 76.0 3.11      0.44 11.000000
## 2971                52.0                148.0 2.93      0.32 11.500000
## 2972                10.0                112.0 3.11      0.43  9.900000
## 2973                31.0                128.0 3.12      0.46 10.400000
## 2974                33.0                118.0 3.04      0.54  9.000000
## 2975                50.0                110.0 3.06      0.52  9.900000
## 2976                71.0                162.0 3.07      0.47 11.000000
## 2977                34.0                124.0 3.18      0.35 12.100000
## 2978                45.0                131.0 2.96      0.51  9.700000
## 2979                45.0                131.0 2.96      0.51  9.700000
## 2980                39.0                123.0 2.99      0.30 12.200000
## 2981                31.0                113.0 3.15      0.31 12.400000
## 2982                30.0                 97.0 3.03      0.39 10.500000
## 2983                29.0                213.0 3.28      0.57 10.400000
## 2984                48.0                180.0 3.15      0.34 12.000000
## 2985                 4.0                 28.0 3.07      0.32 12.700000
## 2986                29.0                115.0 3.11      0.45 10.900000
## 2987                29.0                115.0 3.11      0.45 10.900000
## 2988                29.0                113.0 3.11      0.45 10.900000
## 2989                17.0                103.0 3.15      0.52 11.400000
## 2990                74.0                184.0 3.22      0.41 11.000000
## 2991                58.0                178.0 3.45      0.31 12.600000
## 2992                45.0                152.0 3.29      0.46 11.600000
## 2993                29.0                130.0 3.11      0.44 10.500000
## 2994                29.0                113.0 3.11      0.45 10.900000
## 2995                29.0                113.0 3.11      0.45 10.900000
## 2996                42.0                119.0 3.03      0.37 12.500000
## 2997                32.0                111.0 3.11      0.50 12.100000
## 2998                35.0                158.0 3.02      0.58 11.300000
## 2999                18.0                112.0 3.07      0.64 13.300000
## 3000                29.0                113.0 3.11      0.45 10.900000
## 3001                29.0                115.0 3.11      0.45 10.900000
## 3002                29.0                130.0 3.11      0.44 10.500000
## 3003                45.0                152.0 3.29      0.46 11.600000
## 3004                17.0                103.0 3.15      0.52 11.400000
## 3005                26.0                111.0 3.16      0.51 11.000000
## 3006                40.0                156.0 3.08      0.36 12.100000
## 3007                74.0                184.0 3.22      0.41 11.000000
## 3008                58.0                178.0 3.45      0.31 12.600000
## 3009                54.0                173.0 3.36      0.30 13.000000
## 3010                50.0                221.0 2.94      0.64  8.800000
## 3011                30.5                218.0 3.16      0.53  9.500000
## 3012                30.0                105.0 3.20      0.47 11.800000
## 3013                29.0                 93.0 3.14      0.45 12.200000
## 3014                36.0                105.0 3.05      0.55 10.700000
## 3016                14.0                104.0 2.99      0.44 11.400000
## 3017                36.0                105.0 3.05      0.55 10.700000
## 3018                57.0                135.0 3.09      0.34 12.000000
## 3019                33.0                121.0 3.02      0.39 11.900000
## 3020                14.0                104.0 2.99      0.44 11.400000
## 3021                 3.0                 46.0 3.02      0.34 11.800000
## 3022                 6.0                 88.0 3.34      0.48 10.600000
## 3023                24.0                133.0 3.06      0.38  9.700000
## 3025                36.0                105.0 3.05      0.55 10.700000
## 3027                17.0                118.0 2.99      0.34 10.500000
## 3028                44.0                150.0 3.10      0.45 10.400000
## 3029                21.0                138.0 3.20      0.55 10.500000
## 3030                22.0                142.0 3.12      0.48 12.000000
## 3031                22.0                142.0 3.12      0.48 12.000000
## 3032                33.0                124.0 3.22      0.41  9.200000
## 3033                15.0                 92.0 3.37      0.49 10.900000
## 3034                50.0                185.0 3.15      0.50  9.500000
## 3035                36.0                156.0 3.15      0.55  9.400000
## 3036                31.0                 85.0 3.13      0.50 11.300000
## 3037                26.0                189.0 3.42      0.58 10.400000
## 3038                57.0                170.0 3.26      0.57  9.400000
## 3039                43.0                104.0 3.02      0.52 11.300000
## 3040                59.0                196.0 3.14      0.40  8.800000
## 3041                58.0                130.0 3.20      0.35 10.800000
## 3042                58.0                173.0 3.25      0.57  9.400000
## 3043                57.0                170.0 3.26      0.57  9.400000
## 3045                15.0                144.0 3.12      0.53 10.300000
## 3046                21.0                 99.0 3.09      0.57  9.900000
## 3047                38.0                112.0 3.19      0.34 12.400000
## 3048                42.0                167.0 3.11      0.44 11.900000
## 3049                33.0                132.0 3.11      0.56 11.700000
## 3050                49.0                199.0 2.98      0.57  9.400000
## 3052                49.0                199.0 2.98      0.57  9.400000
## 3054                26.0                102.0 3.09      0.47  9.500000
## 3055                 7.0                 73.0 3.20      0.43 11.900000
## 3056                36.0                116.0 3.18      0.40 12.500000
## 3057                 6.0                 55.0 3.16      0.40 13.400000
## 3058                27.0                114.0 3.13      0.84 12.700000
## 3059                54.0                208.0 3.17      0.46  9.100000
## 3060                23.0                 58.0 2.90      0.50 10.500000
## 3061                58.0                176.0 3.19      0.70 10.400000
## 3062                58.0                176.0 3.19      0.70 10.400000
## 3063                30.0                110.0 3.08      0.59 12.500000
## 3064                58.0                176.0 3.19      0.70 10.400000
## 3066                54.0                120.0 3.18      0.42  9.800000
## 3068                29.0                142.0 3.17      0.43 10.700000
## 3069                28.0                111.0 3.16      0.49 12.400000
## 3070                 6.0                 76.0 3.08      0.50 12.500000
## 3071                30.0                110.0 3.08      0.59 12.500000
## 3072                20.0                 82.0 3.10      0.43 12.100000
## 3074                48.0                122.0 3.25      0.43 12.000000
## 3075                29.0                141.0 3.28      0.60 10.400000
## 3076                23.0                 87.0 3.11      0.46 12.200000
## 3077                24.0                115.0 3.05      0.43  8.600000
## 3078                54.0                208.0 3.17      0.46  9.100000
## 3079                35.0                 91.0 2.96      0.33 12.100000
## 3080                 9.0                125.0 3.32      0.81 12.000000
## 3081                23.0                 58.0 2.90      0.50 10.500000
## 3082                58.0                176.0 3.19      0.70 10.400000
## 3083                10.0                102.0 3.46      0.42 11.900000
## 3084                28.0                 94.0 3.25      0.52 13.700000
## 3085                33.0                 78.0 3.22      0.72 11.300000
## 3086                24.0                 88.0 3.02      0.42 10.500000
## 3087                28.0                 94.0 3.25      0.52 13.700000
## 3088                38.0                201.0 3.14      0.44 10.100000
## 3089                12.0                 76.0 2.94      0.39 12.300000
## 3090                20.0                 89.0 3.06      0.33 12.000000
## 3091                33.0                 78.0 3.22      0.72 11.300000
## 3092                61.0                183.0 3.12      0.51  9.500000
## 3093                28.0                152.0 3.02      0.53 11.400000
## 3094                40.0                118.0 3.16      0.48 11.900000
## 3097                19.0                102.0 3.23      0.60 11.300000
## 3099                44.0                129.0 3.36      0.39 11.000000
## 3100                34.0                111.0 2.97      0.48 12.200000
## 3101                57.0                124.0 2.91      0.54 10.700000
## 3102                25.0                 84.0 3.11      0.34 10.900000
## 3103                18.0                113.0 3.17      0.38 10.200000
## 3104                40.0                118.0 3.16      0.48 11.900000
## 3105                20.0                130.0 3.15      0.48 11.100000
## 3106                26.0                159.0 3.00      0.50 11.200000
## 3107                28.0                152.0 3.02      0.53 11.400000
## 3108                31.0                169.0 3.07      0.57 10.600000
## 3109                33.0                151.0 3.03      0.53 10.300000
## 3110                31.0                203.0 3.40      0.57 10.400000
## 3111                19.0                111.0 3.10      0.62 11.900000
## 3112                41.0                 98.0 3.19      0.43 11.900000
## 3113                24.0                129.0 3.12      0.70 10.400000
## 3114                22.0                126.0 3.11      0.47  9.200000
## 3115                37.0                117.0 3.24      0.43 11.300000
## 3116                37.0                117.0 3.24      0.43 11.300000
## 3117                35.0                 89.0 3.25      0.50 11.000000
## 3118                41.0                 98.0 3.19      0.43 11.900000
## 3119                47.0                147.0 3.08      0.64 12.900000
## 3120                 3.0                 21.0 3.09      0.31 10.800000
## 3121                53.0                206.0 3.16      0.47  9.100000
## 3122                24.0                129.0 3.12      0.70 10.400000
## 3123                31.0                103.0 3.35      0.37 12.900000
## 3124                10.0                 86.0 3.46      0.44 12.200000
## 3125                22.0                126.0 3.11      0.47  9.200000
## 3126                41.0                150.0 3.06      0.46 10.300000
## 3127                47.0                128.0 3.08      0.46 11.000000
## 3128                10.0                 98.0 3.17      0.65 11.000000
## 3129                31.0                100.0 3.69      0.62 11.700000
## 3130                37.0                122.0 3.20      0.43 12.000000
## 3131                30.0                148.0 3.17      0.43 12.700000
## 3132                59.0                198.0 3.11      0.49  8.800000
## 3133                37.0                117.0 3.24      0.43 11.300000
## 3134                38.0                121.0 3.19      0.40 12.800000
## 3135                45.0                114.0 3.18      0.44 11.200000
## 3136                51.0                221.0 3.26      0.51  8.900000
## 3137                52.0                103.0 3.50      0.39 11.200000
## 3138                42.0                135.0 3.23      0.40 11.100000
## 3139                34.0                115.0 3.05      0.51 10.800000
## 3140                33.0                126.0 3.18      0.42  9.300000
## 3141                51.0                221.0 3.26      0.51  8.900000
## 3142                 9.0                 34.0 3.22      0.36 12.700000
## 3143                35.0                140.0 3.16      0.40 12.000000
## 3144                52.0                103.0 3.50      0.39 11.200000
## 3145                37.0                130.0 3.23      0.43  8.800000
## 3146                37.0                130.0 3.23      0.43  8.800000
## 3147                37.0                130.0 3.23      0.43  8.800000
## 3148                45.0                154.0 3.20      0.47 10.400000
## 3149                37.0                130.0 3.23      0.43  8.800000
## 3150                45.0                154.0 3.20      0.47 10.400000
## 3151                12.0                 88.0 3.38      0.45 14.000000
## 3152                37.0                130.0 3.23      0.43  8.800000
## 3154                30.0                 88.0 3.25      0.42 12.300000
## 3155                40.0                109.0 3.27      0.46 12.600000
## 3156                38.0                133.0 3.18      0.44 12.000000
## 3157                28.0                124.0 2.87      0.47  9.500000
## 3158                38.0                133.0 3.18      0.44 12.000000
## 3159                39.0                114.0 3.08      0.49 12.700000
## 3160                30.0                130.0 3.40      0.39 10.500000
## 3161                 6.0                 80.0 3.15      0.54 12.900000
## 3162                28.0                124.0 2.87      0.47  9.500000
## 3163                38.0                133.0 3.18      0.44 12.000000
## 3164                39.0                114.0 3.08      0.49 12.700000
## 3165                20.0                198.0 3.06      0.66 11.900000
## 3167                42.0                133.0 3.25      0.41 12.500000
## 3168                36.0                118.0 3.21      0.43 12.100000
## 3169                22.0                 82.0 3.05      0.36 12.500000
## 3170                28.0                113.0 3.06      0.58  9.900000
## 3171                63.0                147.0 3.02      0.41 10.700000
## 3172                24.0                 87.0 2.94      0.35 12.000000
## 3173                34.0                116.0 2.97      0.31 12.200000
## 3174                39.0                124.0 2.99      0.32 12.400000
## 3175                37.0                125.0 3.00      0.32 12.400000
## 3176                55.0                140.0 3.02      0.31 10.300000
## 3177                24.0                 87.0 2.94      0.35 12.000000
## 3178                44.0                154.0 3.30      0.40 10.500000
## 3179                23.0                 98.0 3.10      0.44  9.500000
## 3180                31.0                106.0 3.00      0.35 10.500000
## 3181                31.0                 90.0 3.24      0.36 12.300000
## 3182                38.0                107.0 2.93      0.37 11.900000
## 3183                23.0                131.0 3.25      0.45  9.800000
## 3184                31.0                 90.0 3.24      0.36 12.300000
## 3185                17.0                 76.0 3.14      0.56 11.400000
## 3186                49.0                115.0 3.21      0.43 11.000000
## 3187                10.0                 70.0 3.06      0.56 10.800000
## 3188                42.0                125.0 3.24      0.37 12.800000
## 3189                42.0                123.0 3.11      0.50 11.000000
## 3190                42.0                148.0 3.15      0.36 10.200000
## 3191                31.0                114.0 3.32      0.60 12.500000
## 3192                49.0                146.0 3.06      0.37 11.600000
## 3193                38.0                107.0 2.93      0.37 11.900000
## 3194                23.0                131.0 3.25      0.45  9.800000
## 3195                 7.0                 89.0 3.26      0.48 11.000000
## 3196                36.0                123.0 3.14      0.52 10.900000
## 3197                35.0                127.0 2.97      0.30 11.000000
## 3198                47.0                126.0 2.96      0.37 12.500000
## 3199                35.0                127.0 2.97      0.30 11.000000
## 3200                40.0                121.0 3.18      0.53 12.000000
## 3201                46.0                145.0 3.14      0.31 12.400000
## 3202                47.0                126.0 2.96      0.37 12.500000
## 3203                34.0                 97.0 3.22      0.38 12.800000
## 3204                35.0                127.0 2.97      0.30 11.000000
## 3205                34.0                177.0 3.33      0.43  9.100000
## 3206                28.0                156.0 3.11      0.40 12.400000
## 3207                22.0                 98.0 3.15      0.80 12.900000
## 3208                24.0                126.0 3.09      0.87 10.900000
## 3209                39.0                164.0 3.53      0.58 10.800000
## 3210                56.0                142.0 3.11      0.38 10.600000
## 3211                29.0                106.0 3.13      0.52  9.000000
## 3212                52.0                154.0 3.04      0.33 12.000000
## 3213                23.0                131.0 3.25      0.35 11.800000
## 3214                67.0                158.0 3.01      0.38 10.600000
## 3215                17.0                 74.0 3.34      0.48 12.300000
## 3216                20.0                 54.0 3.19      0.64 11.500000
## 3217                48.0                111.0 2.97      0.45 11.100000
## 3218                29.0                106.0 3.13      0.52  9.000000
## 3219                 8.0                111.0 3.00      0.44  9.900000
## 3220                37.0                 92.0 3.27      0.53 12.800000
## 3221                19.0                 76.0 2.93      0.57 12.900000
## 3222                 8.0                 74.0 3.10      0.57 12.900000
## 3223                41.0                115.0 3.01      0.68 12.000000
## 3224                52.0                154.0 3.04      0.33 12.000000
## 3225                57.0                151.0 3.22      0.27 11.200000
## 3226                35.0                 86.0 3.11      0.39 13.300000
## 3227                38.0                125.0 3.34      0.50  9.900000
## 3228                52.0                192.0 3.11      0.52  9.500000
## 3229                58.0                200.0 3.12      0.49  9.400000
## 3230                42.0                119.0 3.48      0.60 11.000000
## 3231                60.0                150.0 2.96      0.43  9.400000
## 3232                27.0                107.0 2.98      0.82 11.500000
## 3233                 6.0                 79.0 3.14      0.34 12.500000
## 3234                21.0                 93.0 3.18      0.34 11.900000
## 3235                22.0                141.0 3.26      0.47 10.400000
## 3236                57.0                151.0 3.22      0.27 11.200000
## 3237                44.0                141.0 3.11      0.33 12.500000
## 3238                43.0                147.0 3.18      0.40 11.000000
## 3239                37.0                115.0 3.09      0.37  9.800000
## 3240                29.0                 99.0 3.10      0.40 12.300000
## 3241                29.0                113.0 3.18      0.52 11.000000
## 3242                19.0                113.0 3.10      0.46 12.600000
## 3243                42.0                109.0 3.31      0.62 11.600000
## 3244                29.0                 99.0 3.10      0.40 12.300000
## 3245                20.0                 86.0 3.19      0.22 13.400000
## 3246                37.0                115.0 3.09      0.37  9.800000
## 3247                39.0                116.0 3.18      0.46 11.500000
## 3248                46.0                139.0 3.04      0.38 11.600000
## 3249                41.0                147.0 3.18      0.40 11.100000
## 3250                43.0                147.0 3.18      0.40 11.000000
## 3251                52.0                131.0 3.06      0.54 11.300000
## 3252                64.0                173.0 3.08      0.53  9.900000
## 3253                31.0                105.0 3.06      0.33 12.600000
## 3254                37.0                100.0 3.30      0.36 11.800000
## 3255                54.0                201.0 3.03      0.50 11.400000
## 3256                39.0                193.0 3.10      0.50  9.200000
## 3257                39.0                193.0 3.10      0.50  9.200000
## 3258                39.0                193.0 3.10      0.50  9.200000
## 3259                39.0                193.0 3.10      0.50  9.200000
## 3260                39.0                193.0 3.10      0.50  9.200000
## 3261                39.0                193.0 3.10      0.50  9.200000
## 3262                24.0                101.0 3.21      0.42 13.000000
## 3263                32.0                193.0 3.10      0.50  9.300000
## 3264                36.0                 92.0 3.22      0.62 12.600000
## 3265                60.0                247.0 3.34      0.44  9.600000
## 3267                34.0                105.0 3.11      0.42 11.800000
## 3268                39.0                154.0 3.21      0.39 10.200000
## 3269                26.0                126.0 3.32      0.53 12.700000
## 3270                42.0                214.0 3.31      0.56  9.400000
## 3271                21.0                115.0 3.10      0.38 10.200000
## 3272                27.0                 91.0 3.28      0.60 12.000000
## 3273                29.0                100.0 3.08      0.60 11.300000
## 3274                40.0                118.0 3.32      0.53 11.800000
## 3275                40.0                129.0 3.45      0.59 10.900000
## 3276                32.0                 99.0 3.14      0.47  9.800000
## 3277                29.0                154.0 3.23      0.49 12.200000
## 3278                21.0                125.0 3.23      0.44 11.100000
## 3279                42.0                214.0 3.31      0.56  9.400000
## 3280                23.0                140.0 3.06      0.47 11.400000
## 3281                21.0                115.0 3.10      0.38 10.200000
## 3282                20.0                127.0 3.13      0.52 12.800000
## 3283                43.0                125.0 3.07      0.67 10.100000
## 3285                38.0                103.0 2.91      0.23 12.200000
## 3286                40.0                121.0 3.07      0.65 10.900000
## 3287                40.0                122.0 3.06      0.64 10.900000
## 3288                40.0                121.0 3.07      0.65 10.900000
## 3290                60.0                196.0 3.14      0.48  9.400000
## 3291                10.0                 80.0 3.08      0.38 11.400000
## 3292                21.0                 73.0 3.17      0.32 12.900000
## 3293                59.0                194.0 3.14      0.48  9.400000
## 3294                29.0                 84.0 2.91      0.57 12.000000
## 3295                19.0                113.0 3.38      0.56 10.100000
## 3296                59.0                194.0 3.14      0.48  9.400000
## 3297                60.0                196.0 3.14      0.48  9.400000
## 3298                54.0                184.0 3.17      0.45  9.200000
## 3299                43.0                109.0 3.34      0.44 11.800000
## 3300                31.0                105.0 3.00      0.34 12.300000
## 3301                10.0                 80.0 3.08      0.38 11.400000
## 3302                21.0                 73.0 3.17      0.32 12.900000
## 3303                26.0                 91.0 3.13      0.32 12.300000
## 3304                36.0                 93.0 3.27      0.36 13.500000
## 3305                41.0                142.0 3.29      0.42 12.800000
## 3306                33.0                 96.0 3.04      0.54 12.800000
## 3307                41.0                142.0 3.29      0.42 12.800000
## 3309                19.0                124.0 3.20      0.43 10.600000
## 3310                35.0                 96.0 3.16      0.44 12.400000
## 3311                33.0                142.0 3.22      0.46 12.900000
## 3312                67.0                152.0 3.54      0.59 11.100000
## 3313                36.0                 95.0 3.08      0.64 12.900000
## 3314                14.0                 64.0 3.10      0.37 11.800000
## 3315                66.0                243.0 3.23      0.54  9.100000
## 3316                19.0                 74.0 3.09      0.49 12.700000
## 3317                31.0                 96.0 3.16      0.48 12.000000
## 3318                32.0                105.0 3.24      0.47 11.200000
## 3319                26.0                105.0 3.19      0.75 12.400000
## 3320                48.0                148.0 3.50      0.49 10.400000
## 3321                29.0                124.0 3.06      0.54 10.400000
## 3322                15.0                 80.0 3.29      0.50 12.700000
## 3323                30.0                105.0 3.48      0.52 12.500000
## 3324                15.0                103.0 3.14      0.50 12.000000
## 3325                13.0                117.0 3.16      0.51 11.600000
## 3326                42.0                126.0 3.12      0.38 12.600000
## 3327                62.0                178.0 3.15      0.42 10.200000
## 3328                11.0                 70.0 3.43      0.68 10.400000
## 3329                18.0                122.0 3.30      0.42 11.500000
## 3330                36.0                112.0 3.02      0.50 11.000000
## 3331                45.0                176.0 3.11      0.52 10.100000
## 3332                47.0                159.0 3.08      0.52 10.500000
## 3333                29.0                151.0 3.23      0.41 12.100000
## 3334                42.0                146.0 3.18      0.55  9.900000
## 3335                23.0                 87.0 3.05      0.41 11.400000
## 3336                52.0                189.0 3.00      0.60  9.500000
## 3337                52.0                189.0 3.00      0.60  9.500000
## 3338                52.0                189.0 3.00      0.60  9.500000
## 3339                 6.0                 41.0 3.17      0.39 10.900000
## 3340                23.0                 98.0 3.08      0.47  9.500000
## 3341                19.0                125.0 3.32      0.54 12.600000
## 3342                23.0                 98.0 3.08      0.47  9.500000
## 3343                34.0                104.0 3.18      0.42 11.100000
## 3344                51.0                189.0 3.00      0.60  9.500000
## 3345                52.0                189.0 3.00      0.60  9.500000
## 3346                64.0                188.0 3.13      0.51 10.600000
## 3347                64.0                185.0 3.12      0.50 10.600000
## 3348                43.0                157.0 3.15      0.52 10.800000
## 3349                 6.0                 41.0 3.17      0.39 10.900000
## 3350                26.0                101.0 3.34      0.50  9.900000
## 3351                41.0                132.0 3.08      0.59 11.300000
## 3352                47.0                 90.0 3.22      0.38 12.600000
## 3353                29.0                 81.0 2.96      0.39 12.500000
## 3354                31.0                 87.0 3.02      0.38 12.400000
## 3355                29.0                132.0 3.31      0.57 11.800000
## 3356                26.0                119.0 3.18      0.53 12.200000
## 3357                54.0                136.0 3.19      0.37 10.700000
## 3358                25.0                 97.0 3.17      0.42 11.300000
## 3359                29.0                 81.0 2.96      0.39 12.500000
## 3360                31.0                 87.0 3.02      0.38 12.400000
## 3361                12.0                 72.0 3.05      0.53 11.300000
## 3362                26.0                101.0 3.34      0.50  9.900000
## 3363                41.0                132.0 3.08      0.59 11.300000
## 3364                47.0                 90.0 3.22      0.38 12.600000
## 3365                38.0                 67.0 3.14      0.38 11.500000
## 3366                26.0                 76.0 2.98      0.49 12.300000
## 3367                31.0                111.0 2.97      0.42 12.200000
## 3368                30.0                114.0 3.08      0.43 13.200000
## 3369                53.0                161.0 3.13      0.45 10.200000
## 3370                32.0                117.0 3.05      0.55 11.500000
## 3371                30.0                114.0 3.08      0.43 13.200000
## 3372                31.0                111.0 2.97      0.42 12.200000
## 3373                51.0                139.0 3.47      0.50 11.000000
## 3374                49.0                121.0 2.98      0.43 13.200000
## 3375                57.0                135.0 3.32      0.44  9.500000
## 3376                38.0                132.0 3.25      0.53 10.200000
## 3377                53.0                161.0 3.13      0.45 10.200000
## 3378                51.0                189.0 3.00      0.55 11.400000
## 3379                56.0                140.0 3.16      0.42 12.500000
## 3380                87.0                221.0 3.01      0.43  9.200000
## 3381                29.0                121.0 3.28      0.48 12.100000
## 3382                51.0                125.0 3.10      0.44 10.700000
## 3383                29.0                121.0 3.28      0.48 12.100000
## 3384                50.0                156.0 3.38      0.55 11.200000
## 3385                42.0                179.0 3.25      0.56 10.600000
## 3386                34.0                126.0 3.06      0.45 11.800000
## 3387                56.0                140.0 3.16      0.42 12.500000
## 3388                87.0                221.0 3.01      0.43  9.200000
## 3389                22.0                 80.0 2.95      0.54 12.600000
## 3390                11.0                 77.0 3.13      0.55 12.800000
## 3391                35.0                112.0 3.00      0.37 12.300000
## 3392                37.0                113.0 2.99      0.38 12.300000
## 3393                35.0                 91.0 2.98      0.37 12.400000
## 3394                35.0                115.0 2.93      0.42 12.300000
## 3395                52.0                188.0 3.20      0.53  9.100000
## 3396                48.0                186.0 3.20      0.54  9.100000
## 3397                43.0                138.0 3.10      0.47 10.600000
## 3398                44.0                189.0 3.19      0.47 10.300000
## 3399                52.0                183.0 3.39      0.65  9.500000
## 3400                25.0                 95.0 3.25      0.49 11.100000
## 3401                18.0                143.0 3.12      0.51 10.800000
## 3402                34.0                120.0 2.94      0.47 11.200000
## 3403                18.0                143.0 3.12      0.51 10.800000
## 3404                52.0                 99.0 2.87      0.49 11.400000
## 3405                 9.0                 94.0 3.21      0.52 11.200000
## 3406                14.0                119.0 3.19      0.50 10.200000
## 3407                25.0                 95.0 3.25      0.49 11.100000
## 3408                52.0                183.0 3.39      0.65  9.500000
## 3409                63.0                192.0 3.12      0.49 10.200000
## 3410                24.0                111.0 3.37      0.43 11.000000
## 3411                32.0                148.0 3.15      0.45 11.500000
## 3412                37.0                127.0 3.05      0.57  9.800000
## 3413                56.0                157.0 3.11      0.51 10.100000
## 3414                31.0                195.0 2.95      0.75  8.800000
## 3415                32.0                148.0 3.15      0.45 11.500000
## 3416                50.0                163.0 3.39      0.43 12.700000
## 3417                34.0                214.0 3.10      0.51  9.800000
## 3418                18.0                 76.0 3.16      0.60 12.900000
## 3419                34.0                214.0 3.10      0.51  9.800000
## 3420                50.0                163.0 3.39      0.43 12.700000
## 3421                30.0                145.0 3.01      0.44  8.500000
## 3422                28.0                 81.0 3.24      0.56 12.700000
## 3423                22.0                105.0 2.98      0.64 13.100000
## 3424                48.0                156.0 3.35      0.78  9.100000
## 3425                18.0                122.0 3.36      0.71 12.500000
## 3426                47.0                156.0 3.34      0.78  9.100000
## 3427                47.0                156.0 3.34      0.78  9.100000
## 3428                63.0                162.0 3.33      0.50 11.200000
## 3429                18.0                122.0 3.36      0.71 12.500000
## 3430                48.0                156.0 3.35      0.78  9.100000
## 3431                47.0                156.0 3.34      0.78  9.100000
## 3432                45.0                158.0 3.34      0.77  9.100000
## 3433                41.0                117.0 3.24      0.35 11.500000
## 3434                30.0                 86.0 3.05      0.59 12.900000
## 3435                19.0                 92.0 2.95      0.39 12.500000
## 3436                26.0                 83.0 3.25      0.33 12.300000
## 3437                20.0                 97.0 3.10      0.85 11.400000
## 3438                24.0                113.0 3.22      0.45  9.400000
## 3439                65.0                224.0 3.11      0.53  9.100000
## 3440                24.0                113.0 3.22      0.45  9.400000
## 3441                35.0                106.0 3.16      0.66 12.000000
## 3442                31.0                111.0 3.18      0.53 11.100000
## 3443                14.0                 97.0 3.10      0.33 11.800000
## 3444                36.0                106.0 3.24      0.32 11.400000
## 3445                65.0                224.0 3.11      0.53  9.100000
## 3446                59.0                128.0 3.19      0.71 12.100000
## 3447                34.0                178.0 3.15      0.44 10.400000
## 3448                33.0                 98.0 3.12      0.36  9.200000
## 3449                29.0                134.0 3.29      0.46 13.000000
## 3450                59.0                128.0 3.19      0.71 12.100000
## 3451                43.0                106.0 2.93      0.43 11.500000
## 3452                43.0                106.0 2.93      0.43 11.500000
## 3453                13.0                134.0 3.23      0.70 10.000000
## 3454                23.0                 89.0 3.25      0.49 11.100000
## 3455                40.0                107.0 3.26      0.35 12.400000
## 3456                29.0                 86.0 2.90      0.38 12.200000
## 3457                60.0                172.0 3.06      0.52 10.600000
## 3458                55.0                145.0 3.41      0.41 11.100000
## 3459                17.0                123.0 3.36      0.78 13.900000
## 3460                68.0                143.0 2.99      0.30  9.200000
## 3461                41.0                103.0 2.98      0.56 10.500000
## 3463                38.0                111.0 3.24      0.45 12.900000
## 3464                40.0                106.0 3.26      0.39 12.900000
## 3465                52.0                171.0 3.12      0.51  9.600000
## 3466                41.0                108.0 3.25      0.45 12.900000
## 3467                38.0                111.0 3.24      0.45 12.900000
## 3468                54.0                219.0 3.04      0.45  8.800000
## 3469                27.0                 93.0 3.23      0.34 13.200000
## 3470                68.0                143.0 2.99      0.30  9.200000
## 3472                41.0                103.0 2.98      0.56 10.500000
## 3473                24.0                131.0 3.30      0.59 10.500000
## 3474                37.0                 97.0 3.20      0.60 12.600000
## 3475                36.0                191.0 3.05      0.50  9.500000
## 3476                22.0                184.0 3.31      0.56  9.800000
## 3477                19.0                 86.0 3.04      0.26 13.400000
## 3478                39.0                150.0 3.05      0.44 11.800000
## 3479                22.0                184.0 3.31      0.56  9.800000
## 3480                34.0                 94.0 3.22      0.57 13.100000
## 3481                37.0                 97.0 3.20      0.60 12.600000
## 3482                36.0                131.0 3.26      0.45 10.400000
## 3483                20.0                102.0 3.22      0.27 13.400000
## 3484                14.0                 88.0 3.06      0.27 13.000000
## 3485                19.0                 86.0 3.04      0.26 13.400000
## 3486                39.0                113.0 3.11      0.52 10.200000
## 3487                16.0                 98.0 3.07      0.39 11.700000
## 3488                36.0                191.0 3.05      0.50  9.500000
## 3489                25.0                 83.0 3.03      0.46 11.700000
## 3490                 7.0                 81.0 3.04      0.47 11.400000
## 3491                39.0                150.0 3.05      0.44 11.800000
## 3492                24.0                111.0 3.09      0.32 11.200000
## 3493                31.0                134.0 3.19      0.44 13.000000
## 3494                31.0                134.0 3.19      0.44 13.000000
## 3495                42.0                123.0 3.34      0.52 10.900000
## 3496                38.0                102.0 3.14      0.37 11.600000
## 3497                61.0                134.0 3.30      0.54 11.300000
## 3499                18.0                141.0 3.38      0.53 10.500000
## 3500                30.0                124.0 3.31      0.40 13.100000
## 3501                31.0                134.0 3.19      0.44 13.000000
## 3502                42.0                123.0 3.34      0.52 10.900000
## 3503                30.0                181.0 3.14      0.57  9.100000
## 3504                21.0                 93.0 3.18      0.48 13.400000
## 3505                29.0                133.0 3.33      0.64 11.500000
## 3506                26.0                118.0 3.38      0.68 11.200000
## 3507                21.0                155.0 3.36      0.57 10.900000
## 3508                35.0                115.0 3.19      0.44 13.500000
## 3509                30.0                181.0 3.14      0.57  9.100000
## 3510                66.0                179.0 3.17      0.55  9.900000
## 3511                75.0                167.0 2.98      0.56 10.500000
## 3512                22.0                 90.0 3.18      0.51 11.700000
## 3513                30.0                117.0 3.49      0.68 11.000000
## 3514                13.0                 63.0 2.99      0.43 13.000000
## 3515                28.0                 95.0 2.93      0.41 13.600000
## 3516                22.0                 87.0 3.08      0.62 12.300000
## 3517                61.0                171.0 3.25      0.53 13.300000
## 3518                38.0                102.0 3.08      0.42 13.700000
## 3519                26.0                131.0 3.19      0.52 11.100000
## 3520                46.0                132.0 3.23      0.43 13.400000
## 3522                61.0                152.0 3.31      0.50 11.300000
## 3523                55.0                178.0 3.20      0.46  9.400000
## 3525                40.0                132.0 3.37      0.40 11.600000
## 3526                40.0                132.0 3.37      0.40 11.600000
## 3527                29.0                128.0 3.01      0.35 12.400000
## 3528                65.0                146.0 3.11      0.32  9.800000
## 3529                19.0                 50.0 3.09      0.25 11.100000
## 3530                28.0                134.0 3.26      0.38 13.100000
## 3531                45.0                178.0 3.14      0.53  9.700000
## 3532                49.0                179.0 3.15      0.48  9.200000
## 3533                17.0                 85.0 3.10      0.78 11.700000
## 3534                50.0                136.0 3.14      0.37 10.600000
## 3535                45.0                178.0 3.14      0.53  9.700000
## 3536                49.0                179.0 3.15      0.48  9.200000
## 3537                30.0                 92.0 3.10      0.39 10.900000
## 3538                28.0                105.0 3.23      0.51 10.100000
## 3539                54.0                128.0 3.17      0.44 12.200000
## 3540                27.0                 80.0 3.03      0.33 12.700000
## 3541                27.0                 99.0 2.98      0.37 13.000000
## 3542                43.0                123.0 3.16      0.33 11.200000
## 3543                46.0                153.0 3.20      0.48  9.400000
## 3544                49.0                159.0 3.41      0.53 11.000000
## 3545                49.0                159.0 3.41      0.53 11.000000
## 3546                69.0                237.0 3.10      0.48  9.200000
## 3547                46.0                153.0 3.20      0.48  9.400000
## 3548                69.0                237.0 3.10      0.48  9.200000
## 3549                24.0                142.0 3.22      0.45 12.300000
## 3550                49.0                159.0 3.41      0.53 11.000000
## 3551                48.0                116.0 3.04      0.67 10.000000
## 3552                39.0                110.0 3.24      0.48  9.000000
## 3553                39.0                110.0 3.24      0.48  9.000000
## 3554                39.0                110.0 3.24      0.48  9.000000
## 3555                49.0                 87.0 2.92      0.36 11.100000
## 3556                27.0                123.0 3.06      0.60  9.900000
## 3557                17.0                112.0 3.66      0.48 12.200000
## 3558                49.0                 87.0 2.92      0.36 11.100000
## 3559                39.0                110.0 3.24      0.48  9.000000
## 3560                 5.0                 34.0 3.01      0.36 11.800000
## 3561                19.0                 78.0 3.11      0.62 12.900000
## 3562                23.0                 86.0 2.86      0.35  9.000000
## 3563                42.0                162.0 3.01      0.33 12.400000
## 3564                23.0                 86.0 2.86      0.35  9.000000
## 3565                19.0                 78.0 3.11      0.62 12.900000
## 3566                15.0                 85.0 2.99      0.36 11.200000
## 3567                 7.0                112.0 3.00      0.41 12.600000
## 3568                20.0                 80.0 3.12      0.39 11.500000
## 3569                31.0                 93.0 3.07      0.72 11.300000
## 3570                15.0                 85.0 2.99      0.36 11.200000
## 3571                20.0                 80.0 3.12      0.39 11.500000
## 3572                 8.0                 31.0 3.32      0.51 10.500000
## 3573                 7.0                112.0 3.00      0.41 12.600000
## 3574                20.0                 87.0 3.15      0.48 11.900000
## 3575                24.0                119.0 3.18      0.52 10.100000
## 3576                32.0                112.0 3.15      0.45 11.000000
## 3577                35.0                161.0 3.14      0.56 10.600000
## 3578                39.0                120.0 3.04      0.59 11.300000
## 3579                 5.0                124.0 3.10      0.37 11.200000
## 3580                14.0                 78.0 2.94      0.37 11.500000
## 3581                33.0                143.0 2.92      0.35 11.100000
## 3582                19.0                130.0 3.14      0.49 12.800000
## 3583                12.0                 76.0 3.30      0.46 12.300000
## 3584                15.0                102.0 3.26      0.53 10.400000
## 3585                14.0                 78.0 2.94      0.37 11.500000
## 3586                42.0                104.0 3.16      0.37 11.700000
## 3587                52.0                158.0 3.35      0.44 10.700000
## 3591                37.0                107.0 3.18      0.68 12.000000
## 3592                28.0                186.0 3.31      0.45 10.800000
## 3593                52.0                158.0 3.35      0.44 10.700000
## 3594                52.0                158.0 3.35      0.44 10.700000
## 3595                37.0                107.0 3.12      0.44 10.700000
## 3596                40.0                123.0 3.12      0.40 12.100000
## 3597                55.0                108.0 3.00      0.52 11.900000
## 3598                54.0                137.0 3.18      0.37 10.800000
## 3599                65.0                169.0 3.59      0.56 12.300000
## 3600                49.0                226.0 3.30      0.57  9.400000
## 3601                32.0                 88.0 3.20      0.35  9.900000
## 3602                29.0                140.0 3.35      0.61 10.400000
## 3603                28.0                137.0 3.35      0.60 10.400000
## 3604                37.0                122.0 3.15      0.60 12.600000
## 3605                31.0                 69.0 2.93      0.36 12.500000
## 3606                35.0                167.0 3.04      0.47  9.400000
## 3607                41.0                151.0 3.11      0.60  9.200000
## 3608                30.0                 90.0 3.27      0.54 11.200000
## 3609                27.0                149.0 2.91      0.46  9.200000
## 3610                27.0                149.0 2.91      0.46  9.200000
## 3611                35.0                167.0 3.04      0.47  9.400000
## 3612                30.0                 90.0 3.27      0.54 11.200000
## 3613                31.0                114.0 3.27      0.55 10.800000
## 3614                27.0                149.0 2.91      0.46  9.200000
## 3615                41.0                151.0 3.11      0.60  9.200000
## 3616                11.0                 95.0 2.96      0.36 12.500000
## 3617                66.0                188.0 3.00      0.54  9.300000
## 3618                20.0                117.0 3.21      0.50 11.400000
## 3619                48.0                118.0 3.04      0.56 10.000000
## 3622                48.0                118.0 3.04      0.56 10.000000
## 3623                11.0                 95.0 2.96      0.36 12.500000
## 3625                12.0                 93.0 3.19      0.27 12.800000
## 3626                66.0                188.0 3.00      0.54  9.300000
## 3627                20.0                117.0 3.21      0.50 11.400000
## 3628                61.0                183.0 3.24      0.43  9.500000
## 3629                57.0                181.0 3.24      0.43  9.500000
## 3630                61.0                172.0 3.24      0.43  9.500000
## 3631                21.0                124.0 3.06      0.38 10.800000
## 3632                21.0                124.0 3.06      0.38 10.800000
## 3633                34.0                125.0 3.20      0.47  8.800000
## 3634                21.0                124.0 3.06      0.38 10.800000
## 3635                57.0                156.0 3.08      0.38 11.000000
## 3636                33.0                 96.0 3.29      0.38 12.400000
## 3637                12.0                 66.0 3.25      0.75 11.300000
## 3638                23.0                127.0 3.12      0.49 11.200000
## 3639                34.0                 89.0 3.24      0.66 12.500000
## 3640                32.0                 99.0 3.12      0.44 10.000000
## 3641                42.0                130.0 3.12      0.56 11.000000
## 3642                56.0                152.0 3.16      0.88 10.500000
## 3643                56.0                152.0 3.16      0.88 10.500000
## 3644                42.0                130.0 3.12      0.56 11.000000
## 3645                30.0                133.0 3.12      0.54 11.400000
## 3646                50.0                139.0 3.16      0.44 11.300000
## 3647                10.0                 73.0 2.97      0.52 12.200000
## 3648                31.0                 95.0 2.90      0.66 12.600000
## 3649                30.0                138.0 2.90      0.37 11.100000
## 3650                34.0                126.0 3.26      0.47 12.300000
## 3651                 6.0                122.0 2.92      0.59 10.400000
## 3652                51.0                190.0 3.13      0.48  8.800000
## 3653                17.0                109.0 3.27      0.61  9.500000
## 3654                51.0                190.0 3.13      0.48  8.800000
## 3655                17.0                109.0 3.42      0.44 10.400000
## 3656                27.0                130.0 3.11      0.27 13.000000
## 3657                25.0                191.0 3.16      0.46 12.200000
## 3658                49.0                128.0 3.03      0.34 10.500000
## 3659                41.0                149.0 3.33      0.42 10.800000
## 3660                34.0                128.0 3.20      0.53 13.200000
## 3661                46.0                115.0 3.16      0.57 13.000000
## 3662                26.0                152.0 3.50      0.47 10.000000
## 3663                11.0                 76.0 3.42      0.48 10.400000
## 3664                59.0                145.0 3.16      0.54 12.400000
## 3665                54.0                155.0 3.27      0.34 12.900000
## 3666                34.0                128.0 3.20      0.53 13.200000
## 3667                61.0                152.0 3.02      0.56 10.500000
## 3668                46.0                115.0 3.16      0.57 13.000000
## 3669                 2.0                 82.0 3.07      0.36 11.200000
## 3670                41.0                102.0 3.41      0.55 12.700000
## 3671                61.0                155.0 3.14      0.52  9.400000
## 3672                29.0                 95.0 3.03      0.32 12.900000
## 3673                26.0                 74.0 2.96      0.35 13.000000
## 3674                25.0                 93.0 3.31      0.40 13.600000
## 3675                26.0                112.0 3.32      0.55  9.100000
## 3676                42.0                166.0 3.25      0.43 10.400000
## 3677                25.0                 93.0 3.31      0.40 13.600000
## 3679                19.0                111.0 3.10      0.51  8.700000
## 3680                19.0                105.0 3.04      0.37 10.500000
## 3681                79.5                183.0 3.24      0.78 10.200000
## 3682                37.0                122.0 3.06      0.34 12.500000
## 3683                39.0                122.0 3.11      0.75 11.300000
## 3684                79.5                183.0 3.24      0.78 10.200000
## 3685                33.0                122.0 3.13      0.63 12.600000
## 3686                79.5                183.0 3.24      0.78 10.200000
## 3687                27.0                177.0 3.09      0.50  9.800000
## 3688                39.0                 98.0 3.15      0.34 10.800000
## 3689                41.0                186.0 3.32      0.56 12.500000
## 3690                37.0                122.0 3.06      0.34 12.500000
## 3691                37.0                150.0 3.30      0.31 11.500000
## 3692                23.0                112.0 2.98      0.41 11.400000
## 3693                19.0                105.0 3.04      0.37 10.500000
## 3694                33.0                122.0 3.13      0.63 12.600000
## 3695                19.0                111.0 3.10      0.51  8.700000
## 3696                61.0                146.0 3.17      0.68 11.000000
## 3697                39.0                122.0 3.11      0.75 11.300000
## 3698                79.5                182.0 3.24      0.78 10.200000
## 3699                32.0                 96.0 3.06      0.74 11.600000
## 3700                27.0                177.0 3.09      0.50  9.800000
## 3701                24.0                145.0 3.10      0.52 10.100000
## 3702                23.0                139.0 3.06      0.50  9.200000
## 3703                26.0                180.0 3.05      0.53  9.100000
## 3704                26.0                180.0 3.05      0.53  9.100000
## 3705                26.0                180.0 3.05      0.53  9.100000
## 3706                26.0                180.0 3.05      0.53  9.100000
## 3707                45.0                 79.0 2.96      0.50 11.700000
## 3708                29.0                114.0 3.23      0.44 12.600000
## 3709                61.0                183.0 2.86      0.47  9.000000
## 3710                53.0                141.0 3.12      0.44 10.100000
## 3712                26.0                180.0 3.05      0.53  9.100000
## 3713                57.0                159.0 3.09      0.54  9.200000
## 3714                45.0                190.0 3.12      0.51  8.800000
## 3715                34.0                 95.0 2.83      0.36 10.000000
## 3716                20.0                196.0 3.47      0.48  9.100000
## 3717                29.0                182.0 3.04      0.35 11.200000
## 3718                20.0                119.0 3.11      0.52  9.200000
## 3719                23.0                139.0 3.06      0.50  9.200000
## 3720                54.0                200.0 3.18      0.48  9.500000
## 3721                40.0                152.0 3.35      0.60 11.900000
## 3722                28.0                138.0 3.11      0.62  9.800000
## 3723                29.0                134.0 3.11      0.62  9.800000
## 3724                46.0                150.0 3.36      0.44 10.800000
## 3725                29.0                122.0 3.37      0.66 11.300000
## 3726                13.0                121.0 3.17      0.34 12.100000
## 3727                22.0                111.0 3.38      0.34 11.300000
## 3728                46.0                150.0 3.36      0.44 10.800000
## 3729                21.0                 75.0 3.36      0.41 13.500000
## 3730                11.0                126.0 3.28      0.45 10.300000
## 3731                58.0                184.0 3.11      0.53  9.000000
## 3732                51.0                166.0 3.08      0.35 11.600000
## 3733                11.0                126.0 3.28      0.45 10.300000
## 3734                39.0                116.0 3.21      0.68 12.500000
## 3735                28.0                125.0 3.39      0.45  8.600000
## 3737                18.0                 88.0 3.22      0.79 12.700000
## 3739                18.0                135.0 3.32      0.35 10.200000
## 3740                29.0                149.0 2.96      0.39  9.000000
## 3741                29.0                149.0 2.96      0.39  9.000000
## 3742                29.0                149.0 2.96      0.39  9.000000
## 3743                29.0                149.0 2.96      0.39  9.000000
## 3744                29.0                149.0 2.96      0.39  9.000000
## 3745                29.0                149.0 2.96      0.39  9.000000
## 3746                29.0                149.0 2.96      0.39  9.000000
## 3747                45.0                121.0 3.02      0.40 11.900000
## 3748                67.0                194.0 2.89      0.42  9.000000
## 3749                47.0                134.0 3.30      0.51  9.000000
## 3750                40.0                143.0 3.43      0.59 11.000000
## 3751                29.0                149.0 2.96      0.39  9.000000
## 3752                10.0                108.0 3.28      0.50 10.000000
## 3753                25.0                184.0 3.29      0.46 10.700000
## 3754                24.0                183.0 3.29      0.46 10.700000
## 3755                29.0                130.0 3.39      0.77 13.400000
## 3756                47.0                124.0 2.99      0.39 11.000000
## 3757                10.0                108.0 3.28      0.50 10.000000
## 3758                25.0                184.0 3.29      0.46 10.700000
## 3759                24.0                183.0 3.29      0.46 10.700000
## 3760                47.0                124.0 2.99      0.39 11.000000
## 3761                31.0                101.0 2.99      0.39 11.000000
## 3762                22.0                 98.0 3.16      0.37 11.100000
## 3763                10.0                 40.0 2.79      0.52 10.900000
## 3764                22.0                 80.0 3.03      0.37 11.500000
## 3765                29.0                130.0 3.39      0.77 13.400000
## 3766                59.0                186.0 3.08      0.49  9.400000
## 3767                59.0                186.0 3.08      0.49  9.400000
## 3768                59.0                186.0 3.08      0.49  9.400000
## 3769                53.0                134.0 3.17      0.38 10.600000
## 3770                59.0                186.0 3.08      0.49  9.400000
## 3771                15.0                143.0 3.03      0.65 12.000000
## 3772                61.0                125.0 3.14      0.42 10.200000
## 3773                53.0                134.0 3.17      0.38 10.600000
## 3775                61.0                248.0 3.31      0.58  9.700000
## 3776                41.0                103.0 3.24      0.32 12.200000
## 3777                29.0                135.0 3.11      0.57 12.300000
## 3778                41.0                103.0 3.24      0.32 12.200000
## 3779                38.0                100.0 3.42      0.57 11.400000
## 3780                31.0                 97.0 3.20      0.70 12.700000
## 3781                61.0                248.0 3.31      0.58  9.700000
## 3782                31.0                113.0 3.13      0.29 10.800000
## 3783                23.0                 96.0 3.08      0.29 11.000000
## 3784                52.0                196.0 3.18      0.48  9.500000
## 3785                29.0                140.0 3.20      0.49 10.100000
## 3786                11.0                100.0 3.46      0.40 13.200000
## 3787                61.5                182.0 3.02      0.34  8.800000
## 3788                54.0                201.0 3.18      0.48  9.500000
## 3789                53.0                202.0 3.18      0.48  9.500000
## 3790                52.0                191.0 3.16      0.47  9.500000
## 3791                52.0                196.0 3.18      0.48  9.500000
## 3792                46.0                197.0 3.18      0.47  9.500000
## 3793                53.0                133.0 3.03      0.58 10.400000
## 3794                63.0                170.0 3.14      0.55  9.900000
## 3795                22.0                113.0 3.22      0.48 10.000000
## 3796                29.0                140.0 3.20      0.49 10.100000
## 3797                33.0                 95.0 3.17      0.39  9.400000
## 3798                13.0                 91.0 3.03      0.47  9.300000
## 3799                21.0                138.0 3.05      0.52 10.900000
## 3800                21.0                177.0 3.20      0.57 11.400000
## 3801                 7.0                 49.0 2.99      0.73 10.300000
## 3802                20.0                 57.0 3.02      0.51 11.000000
## 3803                21.0                138.0 3.05      0.52 10.900000
## 3804                16.0                111.0 2.99      0.40 10.800000
## 3805                 7.0                 49.0 2.99      0.73 10.300000
## 3806                20.0                 57.0 3.02      0.51 11.000000
## 3807                13.0                 91.0 3.03      0.47  9.300000
## 3808                 7.0                113.0 2.96      0.59 10.200000
## 3809                 7.0                109.0 2.96      0.59 10.200000
## 3810                16.0                111.0 2.99      0.40 10.800000
## 3811                42.0                162.0 3.24      0.52 10.500000
## 3812                23.0                156.0 3.13      0.52 11.100000
## 3813                21.0                138.0 3.05      0.52 10.900000
## 3814                21.0                177.0 3.20      0.57 11.400000
## 3815                31.0                149.0 3.22      0.49 10.300000
## 3816                18.0                106.0 3.28      0.33 12.900000
## 3817                28.0                131.0 3.12      0.59  9.900000
## 3818                43.0                131.0 3.24      0.44 11.300000
## 3819                36.0                120.0 3.38      0.40 11.500000
## 3820                36.0                120.0 3.38      0.40 11.500000
## 3821                34.0                132.0 3.00      0.38 10.700000
## 3822                52.0                139.0 3.03      0.56 10.400000
## 3823                39.0                204.0 3.17      0.64 12.500000
## 3824                48.0                197.0 3.19      0.48  9.500000
## 3825                31.0                104.0 3.05      0.56 11.300000
## 3826                12.0                 88.0 3.26      0.54 13.000000
## 3827                36.0                120.0 3.38      0.40 11.500000
## 3828                13.0                 99.0 3.22      0.39 11.500000
## 3829                43.0                131.0 3.24      0.44 11.300000
## 3830                24.0                100.0 3.15      0.57 13.200000
## 3831                23.0                111.0 3.46      0.28 11.500000
## 3832                30.0                130.0 2.83      0.44  9.600000
## 3833                30.0                130.0 2.83      0.44  9.600000
## 3834                45.0                110.0 3.15      0.37  9.700000
## 3835                49.0                142.0 3.14      0.62  9.200000
## 3836                34.0                113.0 3.16      0.48  8.400000
## 3837                41.0                103.0 3.00      0.45 12.400000
## 3838                41.0                103.0 3.00      0.45 12.400000
## 3839                49.0                142.0 3.14      0.62  9.200000
## 3840                34.0                113.0 3.16      0.48  8.400000
## 3841                24.0                 84.0 3.14      0.36 11.700000
## 3842                41.0                191.0 2.96      0.56 11.000000
## 3843                36.0                109.0 2.97      0.43 11.900000
## 3844                46.0                100.0 3.20      0.50 13.200000
## 3845                24.0                 84.0 3.14      0.36 11.700000
## 3846                36.0                176.0 3.26      0.54  9.100000
## 3847                20.0                109.0 3.34      0.35 12.600000
## 3848                36.0                176.0 3.26      0.54  9.100000
## 3850                18.0                 87.0 3.23      0.64 10.600000
## 3851                20.0                109.0 3.34      0.35 12.600000
## 3852                32.0                123.0 3.41      0.33 13.700000
## 3853                38.0                 93.0 3.36      0.49 12.000000
## 3854                26.0                120.0 3.40      0.73 12.500000
## 3855                40.0                110.0 3.55      0.68 12.100000
## 3856                68.0                137.0 3.21      0.38 11.300000
## 3857                38.0                 93.0 3.36      0.49 12.000000
## 3858                28.0                104.0 3.46      0.55 10.300000
## 3859                47.0                136.0 3.27      0.31 12.700000
## 3860                52.0                207.0 3.12      0.37  9.200000
## 3861                52.0                207.0 3.12      0.37  9.200000
## 3865                17.0                 98.0 3.25      0.53 13.000000
## 3866                41.0                101.0 3.24      0.56 13.100000
## 3867                59.0                113.0 3.10      0.55 11.000000
## 3868                52.0                207.0 3.12      0.37  9.200000
## 3871                74.0                134.0 3.16      0.40 10.200000
## 3873                63.0                193.0 3.06      0.49  8.600000
## 3874                58.0                181.0 2.91      0.51  9.000000
## 3875                50.0                194.0 3.13      0.50  9.600000
## 3876                45.0                 98.0 3.29      0.44  9.900000
## 3877                54.0                135.0 3.20      0.38 10.500000
## 3878                20.0                 98.0 3.15      0.50 11.400000
## 3879                58.0                170.0 3.18      0.49  9.400000
## 3880                25.0                 65.0 3.12      0.28 11.100000
## 3881                42.0                111.0 3.10      0.45  8.900000
## 3882                42.0                111.0 3.10      0.45  8.900000
## 3883                28.0                129.0 3.15      0.52 10.800000
## 3884                34.0                143.0 3.06      0.55 12.200000
## 3885                42.0                111.0 3.10      0.45  8.900000
## 3886                21.0                 63.0 3.13      0.63 12.500000
## 3887                34.0                143.0 3.06      0.55 12.200000
## 3888                21.0                 63.0 3.13      0.63 12.500000
## 3889                42.0                111.0 3.10      0.45  8.900000
## 3890                43.0                127.0 3.16      0.37 10.800000
## 3891                28.0                 98.0 2.99      0.31 11.400000
## 3892                28.0                129.0 3.15      0.52 10.800000
## 3893                47.0                127.0 3.18      0.39 10.600000
## 3894                17.0                 63.0 3.01      0.39  9.200000
## 3895                21.0                134.0 3.24      0.46 12.200000
## 3896                17.0                 76.0 3.26      0.45 12.300000
## 3897                40.0                179.0 3.23      0.56 10.400000
## 3898                72.0                172.0 2.99      0.57 10.400000
## 3899                54.0                110.0 3.07      0.55 11.000000
## 3900                47.0                127.0 3.18      0.39 10.600000
## 3901                17.0                 63.0 3.01      0.39  9.200000
## 3904                26.0                 69.0 3.10      0.38 11.500000
## 3906                34.0                 88.0 3.25      0.63 12.500000
## 3907                34.0                 88.0 3.25      0.63 12.500000
## 3908                30.0                 83.0 3.09      0.36 12.800000
## 3909                45.0                138.0 3.23      0.43 11.200000
## 3910                45.0                138.0 3.23      0.43 11.200000
## 3911                49.0                139.0 3.17      0.27 13.600000
## 3913                34.0                 88.0 3.25      0.63 12.500000
## 3914                24.0                105.0 3.17      0.48 11.100000
## 3915                45.0                138.0 3.23      0.43 11.200000
## 3917                49.0                139.0 3.17      0.27 13.600000
## 3918                49.0                206.0 3.18      0.52  9.400000
## 3919                31.0                113.0 3.12      0.40 14.200000
## 3920                28.0                107.0 3.00      0.40 13.200000
## 3921                24.0                132.0 3.04      0.53 11.200000
## 3922                46.0                173.0 3.14      0.57 10.200000
## 3923                30.0                 83.0 3.09      0.36 12.800000
## 3924                16.0                109.0 2.95      0.39 10.100000
## 3925                16.0                109.0 2.95      0.39 10.100000
## 3926                38.0                 95.0 2.83      0.31 10.300000
## 3927                30.0                 91.0 3.19      0.33  9.900000
## 3928                17.0                106.0 3.15      0.31 11.500000
## 3929                27.0                173.0 3.18      0.56  9.000000
## 3930                27.0                173.0 3.18      0.56  9.000000
## 3931                25.0                101.0 3.03      0.41 12.100000
## 3932                28.0                106.0 3.14      0.41 13.300000
## 3933                43.0                116.0 3.22      0.60 11.500000
## 3934                28.0                 67.0 2.96      0.52 11.000000
## 3935                26.0                 84.0 3.28      0.53 10.700000
## 3936                50.0                184.0 3.08      0.56  9.400000
## 3937                16.0                108.0 3.44      0.61 10.300000
## 3939                41.0                 92.0 2.88      0.60 12.000000
## 3940                47.0                159.0 3.21      0.60 11.000000
## 3941                36.0                148.0 3.16      0.50  9.300000
## 3942                32.0                143.0 3.24      0.40 10.100000
## 3943                26.0                106.0 3.18      0.47 11.100000
## 3944                26.0                113.0 2.99      0.58  9.900000
## 3945                47.0                161.0 3.22      0.60 11.000000
## 3946                47.0                159.0 3.21      0.60 11.000000
## 3947                31.0                127.0 3.32      0.42 12.500000
## 3948                41.0                142.0 3.31      0.44 12.700000
## 3949                26.0                105.0 3.32      0.45  9.300000
## 3950                36.0                148.0 3.16      0.50  9.300000
## 3951                32.0                143.0 3.24      0.40 10.100000
## 3952                36.0                161.0 3.14      0.51  8.800000
## 3953                34.0                 90.0 2.88      0.47 11.200000
## 3954                45.0                122.0 3.13      0.54 10.800000
## 3955                36.0                161.0 3.14      0.51  8.800000
## 3956                34.0                 90.0 2.88      0.47 11.200000
## 3957                22.0                145.0 3.24      0.46 10.300000
## 3958                15.0                 87.0 3.11      0.48 12.000000
## 3959                36.0                110.0 3.26      0.41  9.500000
## 3960                36.0                110.0 3.26      0.41  9.500000
## 3961                54.0                159.0 3.14      0.54  9.800000
## 3962                55.0                170.0 2.91      0.51  9.000000
## 3963                40.0                118.0 3.17      0.53 13.000000
## 3964                13.0                116.0 3.39      0.44 11.800000
## 3965                61.0                176.5 2.97      0.52  8.800000
## 3966                18.0                102.0 3.10      0.55 11.200000
## 3967                36.0                110.0 3.26      0.41  9.500000
## 3968                35.0                200.0 3.16      0.54  9.400000
## 3969                35.0                192.0 3.16      0.51  9.500000
## 3970                33.0                125.0 3.03      0.49 10.400000
## 3971                42.0                143.0 3.08      0.49  9.800000
## 3972                33.0                125.0 3.03      0.49 10.400000
## 3974                35.0                200.0 3.16      0.54  9.400000
## 3975                35.0                192.0 3.16      0.51  9.500000
## 3976                61.0                134.0 3.19      0.81 11.900000
## 3977                35.0                124.0 3.15      0.65 12.800000
## 3978                18.0                117.0 3.09      0.38 13.000000
## 3979                41.0                192.0 3.26      0.59 10.400000
## 3980                41.0                193.0 3.25      0.59 10.400000
## 3981                54.0                135.0 3.21      0.40 10.700000
## 3983                61.0                134.0 3.19      0.81 11.900000
## 3984                31.0                101.0 3.19      0.42 10.400000
## 3985                35.0                124.0 3.15      0.65 12.800000
## 3986                45.0                104.0 3.20      0.37  9.900000
## 3987                45.0                104.0 3.20      0.37  9.900000
## 3988                73.0                223.0 3.16      0.71  9.400000
## 3989                46.0                129.0 3.30      0.43 11.400000
## 3990                45.0                104.0 3.20      0.37  9.900000
## 3991                73.0                223.0 3.16      0.71  9.400000
## 3992                36.0                104.0 2.99      0.39  9.200000
## 3993                26.0                 76.0 2.90      0.57 10.500000
## 3994                32.0                111.0 3.25      0.54 11.000000
## 3995                32.0                111.0 3.25      0.54 11.000000
## 3996                 3.0                127.0 2.90      0.72 12.100000
## 3997                32.0                111.0 3.25      0.54 11.000000
## 3998                37.0                144.0 3.22      0.39 12.800000
## 4002                21.0                122.0 3.00      0.40  9.500000
## 4003                25.0                 94.0 3.07      0.45  9.200000
## 4004                40.0                117.0 3.07      0.72 11.100000
## 4005                33.0                112.0 3.06      0.50 12.300000
## 4006                40.0                117.0 3.07      0.72 11.100000
## 4007                10.0                 51.0 3.04      0.58 12.600000
## 4008                21.0                122.0 3.00      0.40  9.500000
## 4009                25.0                 94.0 3.07      0.45  9.200000
## 4010                40.0                152.0 3.20      0.57 10.800000
## 4011                39.0                122.0 3.00      0.60 11.300000
## 4012                37.0                144.0 3.22      0.39 12.800000
## 4014                56.0                171.0 3.08      0.56  9.800000
## 4015                56.0                183.0 2.98      0.61  8.500000
## 4016                 6.0                 97.0 3.16      0.50  9.300000
## 4017                45.0                151.0 3.20      0.52  9.200000
## 4018                32.0                115.0 3.21      0.51 11.400000
## 4019                56.0                183.0 2.98      0.61  8.500000
## 4020                 6.0                 97.0 3.16      0.50  9.300000
## 4021                 6.0                 91.0 3.06      0.46  8.400000
## 4022                35.0                100.0 3.04      0.40  9.200000
## 4023                45.0                151.0 3.20      0.52  9.200000
## 4024                52.0                151.0 3.18      0.79 10.400000
## 4025                50.0                147.0 3.27      0.56 11.600000
## 4026                37.0                 94.0 3.25      0.60 12.400000
## 4027                52.0                151.0 3.18      0.79 10.400000
## 4028                22.0                176.0 3.09      0.54  9.300000
## 4029                37.0                 81.0 3.20      0.46 12.200000
## 4030                33.0                139.0 3.22      0.46 11.000000
## 4031                30.0                105.0 3.11      0.38 11.400000
## 4032                15.0                120.0 3.06      0.41  9.500000
## 4033                16.0                116.0 3.07      0.53  9.200000
## 4034                23.0                125.0 3.13      0.62 11.100000
## 4035                16.0                116.0 3.07      0.53  9.200000
## 4036                53.0                172.0 3.24      0.58 11.000000
## 4037                40.0                177.0 3.14      0.48  9.900000
## 4038                43.0                176.0 3.14      0.46  9.900000
## 4039                15.0                120.0 3.06      0.41  9.500000
## 4041                48.0                185.0 3.21      0.50  9.400000
## 4042                45.0                149.0 3.23      0.52  9.300000
## 4043                25.0                135.0 2.90      0.43  8.700000
## 4044                25.0                135.0 2.90      0.43  8.700000
## 4045                25.0                135.0 2.90      0.43  8.700000
## 4046                25.0                135.0 2.90      0.43  8.700000
## 4047                33.0                154.0 2.94      0.43  9.000000
## 4048                49.0                118.0 3.00      0.63 10.700000
## 4049                49.0                118.0 3.00      0.63 10.700000
## 4050                32.0                 98.0 3.02      0.58 11.300000
## 4051                25.0                135.0 2.90      0.43  8.700000
## 4052                22.0                 97.0 2.96      0.38 11.700000
## 4053                45.0                149.0 3.23      0.52  9.300000
## 4054                25.0                135.0 2.90      0.43  8.700000
## 4055                33.0                154.0 2.94      0.43  9.000000
## 4056                22.0                 97.0 2.96      0.38 11.700000
## 4057                25.0                131.0 3.23      0.51 10.700000
## 4058                38.0                110.0 3.05      0.54 11.400000
## 4059                49.0                118.0 3.00      0.63 10.700000
## 4060                32.0                 98.0 3.02      0.58 11.300000
## 4061                20.0                 70.0 3.19      0.42 10.000000
## 4062                20.0                 70.0 3.19      0.42 10.000000
## 4063                27.0                119.0 3.15      0.49 11.200000
## 4064                44.0                130.0 3.07      0.41  9.700000
## 4065                23.0                 85.0 3.42      0.42 12.500000
## 4067                60.0                160.0 3.16      0.36 11.800000
## 4068                22.0                166.0 3.16      0.72 10.600000
## 4069                60.0                160.0 3.16      0.36 11.800000
## 4070                54.0                133.0 3.19      0.37 10.700000
## 4071                41.0                162.0 3.21      0.51  9.900000
## 4072                23.0                 76.0 2.96      0.46 12.000000
## 4073                70.5                163.0 3.15      0.82 10.400000
## 4074                11.0                107.0 3.19      0.39  8.500000
## 4075                15.0                 82.0 3.13      0.38  9.900000
## 4076                52.5                120.0 3.08      0.45  9.400000
## 4077                33.0                134.0 3.13      0.46 10.400000
## 4078                21.0                108.0 3.30      0.59 11.000000
## 4079                21.0                110.0 3.30      0.57 11.000000
## 4080                27.0                 91.0 3.19      0.38 10.400000
## 4081                58.0                116.0 3.10      0.50  9.800000
## 4082                52.5                106.0 3.08      0.45  9.400000
## 4083                37.0                142.0 3.23      0.53 10.600000
## 4084                32.0                185.0 3.28      0.44 10.100000
## 4085                20.0                 96.0 3.06      0.30 11.500000
## 4086                14.0                 73.0 3.06      0.45 11.400000
## 4087                30.0                 93.0 3.03      0.38  9.200000
## 4088                33.0                101.0 3.12      0.38  9.700000
## 4089                16.0                 79.0 3.07      0.46 11.300000
## 4090                36.0                127.0 3.15      0.49  9.600000
## 4091                44.0                179.0 2.86      0.46  8.900000
## 4092                21.0                 82.0 3.26      0.36 10.000000
## 4093                19.0                112.0 3.18      0.40  9.200000
## 4094                20.0                103.0 3.08      0.41  9.000000
## 4095                29.0                 98.0 3.09      0.58 12.800000
## 4096                20.0                103.0 3.08      0.41  9.000000
## 4097                13.0                136.0 3.08      0.55  9.500000
## 4098                21.0                 82.0 3.26      0.36 10.000000
## 4099                30.0                140.0 3.22      0.38 11.000000
## 4100                19.0                112.0 3.18      0.40  9.200000
## 4101                24.0                 99.0 3.08      0.38 10.600000
## 4102                54.0                166.0 3.23      0.42 10.000000
## 4103                54.0                166.0 3.23      0.42 10.000000
## 4104                22.0                 86.0 3.31      0.38 11.700000
## 4105                17.0                 80.0 3.12      0.36 12.500000
## 4106                36.0                122.0 3.07      0.47 11.100000
## 4107                46.0                141.0 3.16      0.62  9.700000
## 4109                43.0                105.0 3.18      0.38 12.200000
## 4110                46.0                153.0 3.75      0.76 11.300000
## 4111                23.0                193.0 3.22      0.38 11.600000
## 4112                18.0                 75.0 3.31      0.56 11.300000
## 4113                30.0                 95.0 3.27      0.56 11.100000
## 4114                32.0                 92.0 3.26      0.57 11.200000
## 4115                35.0                107.0 3.15      0.45 11.300000
## 4116                29.0                 94.0 3.07      0.45 12.000000
## 4117                33.0                158.0 3.15      0.50  8.800000
## 4118                33.0                158.0 3.15      0.50  8.800000
## 4119                19.0                143.0 3.15      0.34 12.000000
## 4120                22.0                147.0 3.15      0.31 12.000000
## 4121                48.0                122.0 3.01      0.44  9.000000
## 4122                42.0                151.0 3.12      0.60  9.300000
## 4123                33.0                171.0 3.14      0.56  8.700000
## 4124                13.0                 75.0 3.10      0.63 12.800000
## 4125                23.0                 72.0 3.10      0.50 11.500000
## 4126                44.0                147.0 3.08      0.54 10.000000
## 4127                45.0                147.0 3.09      0.54 10.000000
## 4128                51.0                215.0 3.33      0.56 10.300000
## 4129                62.0                227.0 3.25      0.56 10.400000
## 4130                18.0                 68.0 3.22      0.29 13.400000
## 4131                18.0                130.0 3.05      0.62 11.200000
## 4132                47.0                206.0 3.26      0.36  9.100000
## 4133                47.0                206.0 3.26      0.36  9.100000
## 4134                24.0                120.0 3.33      0.31 10.800000
## 4135                26.0                 89.0 3.24      0.34 12.500000
## 4136                27.0                132.0 3.63      0.73 11.300000
## 4138                47.0                206.0 3.26      0.36  9.100000
## 4139                 8.0                 72.0 3.22      0.39 12.700000
## 4140                53.0                143.0 3.10      0.54 11.000000
## 4141                51.0                149.0 3.02      0.58 10.400000
## 4142                51.0                149.0 3.02      0.58 10.400000
## 4143                43.0                136.0 3.25      0.53 10.700000
## 4144                56.0                131.0 3.22      0.35 10.900000
## 4145                51.0                149.0 3.02      0.58 10.400000
## 4146                54.0                160.0 3.03      0.58 10.400000
## 4147                56.0                115.5 3.16      0.41  9.700000
## 4148                53.0                143.0 3.10      0.54 11.000000
## 4149                 8.0                120.0 3.19      0.53  9.600000
## 4150                40.0                 76.0 3.10      0.29 13.900000
## 4151                 6.0                194.0 3.07      0.61  9.400000
## 4152                29.0                193.0 3.10      0.67 12.500000
## 4153                 8.0                120.0 3.19      0.53  9.600000
## 4154                50.0                187.0 3.19      0.45  9.500000
## 4155                61.0                186.0 3.19      0.45  9.600000
## 4156                50.0                187.0 3.19      0.45  9.500000
## 4157                63.0                186.0 3.18      0.44  9.600000
## 4158                33.0                168.0 2.90      0.44  8.700000
## 4159                33.0                168.0 2.90      0.44  8.700000
## 4160                33.0                168.0 2.90      0.44  8.700000
## 4161                33.0                168.0 2.90      0.44  8.700000
## 4162                33.0                168.0 2.90      0.44  8.700000
## 4163                33.0                168.0 2.90      0.44  8.700000
## 4164                12.0                120.0 3.18      0.46 10.400000
## 4165                13.0                119.0 3.22      0.50 10.700000
## 4166                23.0                 83.0 3.17      0.48 12.000000
## 4167                35.0                158.0 3.19      0.37 12.100000
## 4168                39.0                118.0 3.31      0.40 13.100000
## 4169                30.0                104.0 3.32      0.41 12.400000
## 4170                45.0                123.0 3.24      0.36 12.600000
## 4171                33.0                168.0 2.90      0.44  8.700000
## 4172                31.0                101.0 3.15      0.66 12.000000
## 4173                14.0                169.0 3.27      0.57 11.600000
## 4175                65.0                179.0 3.06      0.58  9.300000
## 4176                25.0                157.0 3.20      0.54 11.100000
## 4177                68.0                161.0 3.10      0.69 10.200000
## 4178                35.0                113.0 3.23      0.66 10.600000
## 4179                49.0                133.0 3.16      0.42 11.300000
## 4180                81.0                198.0 3.20      0.69  9.400000
## 4181                31.0                123.0 3.09      0.50  9.300000
## 4182                15.0                 68.0 2.96      0.52 11.100000
## 4183                15.0                170.0 3.13      0.65  9.900000
## 4184                29.0                 82.0 3.31      0.61 11.800000
## 4185                24.0                 81.0 3.26      0.64 12.600000
## 4186                81.0                198.0 3.20      0.69  9.400000
## 4187                23.0                 72.0 3.06      0.68 10.500000
## 4188                40.0                108.0 3.19      0.50 12.300000
## 4189                25.0                119.0 3.32      0.62 11.300000
## 4190                21.0                105.0 3.07      0.46  9.600000
## 4191                14.0                 63.0 3.20      0.33 12.000000
## 4192                36.0                140.0 3.09      0.45 11.200000
## 4193                28.0                100.0 3.12      0.33 10.200000
## 4194                26.0                100.0 2.98      0.44 12.400000
## 4195                28.0                100.0 3.12      0.33 10.200000
## 4196                24.0                 87.0 2.94      0.38 13.400000
## 4197                25.0                 68.0 3.24      0.35 12.600000
## 4198                34.0                149.0 3.18      0.53  9.800000
## 4199                63.0                139.0 2.94      0.45  9.100000
## 4200                26.0                100.0 2.98      0.44 12.400000
## 4201                28.0                101.0 3.03      0.43 12.500000
## 4202                25.0                 85.0 3.05      0.34 11.700000
## 4203                37.0                113.0 3.29      0.46 12.900000
## 4204                27.0                183.0 3.30      0.43 10.100000
## 4205                33.0                139.0 3.06      0.50 10.300000
## 4206                25.0                 85.0 3.05      0.34 11.700000
## 4207                29.0                144.0 3.24      0.41 10.300000
## 4208                42.0                107.0 3.34      0.56 10.800000
## 4209                19.0                 89.0 3.25      0.51 11.200000
## 4210                26.0                102.0 3.29      0.60 11.800000
## 4211                26.0                134.0 3.08      0.54  9.800000
## 4212                32.0                193.0 3.04      0.49 10.000000
## 4213                13.0                164.0 3.24      0.39  8.800000
## 4214                 5.0                 69.0 3.14      0.52 10.100000
## 4215                68.0                210.0 3.05      0.50  9.500000
## 4216                68.0                210.0 3.05      0.50  9.500000
## 4217                68.0                210.0 3.05      0.50  9.500000
## 4218                27.0                113.0 3.07      0.34  9.200000
## 4219                31.0                180.0 2.92      0.74 12.200000
## 4220                68.0                210.0 3.05      0.50  9.500000
## 4221                29.0                 92.0 3.22      0.53 11.300000
## 4222                44.0                129.0 3.26      0.29 12.100000
## 4223                27.0                113.0 3.07      0.34  9.200000
## 4224                 6.0                 51.0 3.51      0.48 11.200000
## 4225                26.0                 87.0 3.29      0.44 12.500000
## 4226                38.0                187.0 3.31      0.56 10.600000
## 4227                66.0                171.0 3.25      0.61 10.400000
## 4228                16.0                 93.0 3.44      0.53 10.100000
## 4229                33.0                201.0 3.11      0.56  9.900000
## 4230                11.0                133.0 2.97      0.68 11.000000
## 4231                10.0                122.0 2.94      0.63 10.000000
## 4232                29.0                 89.0 3.14      0.42 12.700000
## 4233                10.0                 92.0 3.07      0.35 12.100000
## 4234                23.0                118.0 3.23      0.46 10.400000
## 4235                23.0                120.0 3.24      0.47 10.400000
## 4236                21.0                116.0 3.14      0.50  9.200000
## 4237                21.0                116.0 3.14      0.50  9.200000
## 4238                27.0                 80.0 3.05      0.68 10.500000
## 4239                21.0                116.0 3.14      0.50  9.200000
## 4241                47.0                130.0 3.08      0.40 10.100000
## 4242                62.0                140.0 3.10      0.59 11.100000
## 4243                69.0                144.0 3.13      0.74 10.800000
## 4244                23.5                 72.0 3.16      0.47 11.800000
## 4245                44.0                116.0 3.04      0.48  9.200000
## 4246                42.0                116.0 3.04      0.50  9.200000
## 4247                21.0                 95.0 3.07      0.54 12.300000
## 4248                26.0                124.0 3.09      0.56 10.100000
## 4249                26.0                114.0 3.25      0.45 11.400000
## 4250                39.0                161.0 3.19      0.43 10.400000
## 4251                44.0                 95.0 3.20      0.35  9.800000
## 4252                29.0                 91.0 3.30      0.43  9.900000
## 4253                44.0                 95.0 3.20      0.35  9.800000
## 4254                11.0                 74.0 3.48      0.54 11.200000
## 4255                25.0                115.0 3.15      0.46 10.900000
## 4256                16.0                119.0 3.15      0.41  9.200000
## 4257                16.0                119.0 3.15      0.41  9.200000
## 4258                39.0                121.0 2.96      0.35 12.000000
## 4259                37.0                121.0 2.96      0.34 12.100000
## 4261                44.0                145.0 3.22      0.40 11.200000
## 4262                19.0                120.0 3.32      0.41 12.700000
## 4263                23.0                169.0 3.26      0.47 12.200000
## 4264                19.0                164.0 3.26      0.46 12.200000
## 4265                44.0                 99.0 3.23      0.37 12.200000
## 4266                44.0                145.0 3.22      0.40 11.200000
## 4267                19.0                120.0 3.32      0.41 12.700000
## 4268                20.0                117.0 3.31      0.41 12.700000
## 4269                27.0                146.0 3.17      0.36 12.100000
## 4270                44.0                192.0 3.11      0.53  9.400000
## 4271                64.0                174.0 3.07      0.50 10.100000
## 4272                57.0                201.0 3.08      0.54  9.400000
## 4273                41.0                113.0 3.22      0.46  8.900000
## 4274                41.0                113.0 3.22      0.46  8.900000
## 4275                41.0                113.0 3.22      0.46  8.900000
## 4276                41.0                113.0 3.22      0.46  8.900000
## 4277                27.0                117.0 3.56      0.45 13.000000
## 4278                37.0                183.0 3.08      0.50 10.300000
## 4279                 5.0                 47.0 3.07      0.45 10.100000
## 4280                48.0                129.0 3.23      0.38 10.500000
## 4281                41.0                113.0 3.22      0.46  8.900000
## 4282                23.0                124.0 3.30      0.50 10.100000
## 4283                23.0                124.0 3.30      0.50 10.100000
## 4284                22.0                 93.0 3.15      0.42 11.000000
## 4285                22.0                 93.0 3.15      0.42 11.000000
## 4286                22.0                 93.0 3.15      0.42 11.000000
## 4287                22.0                 93.0 3.15      0.42 11.000000
## 4288                28.0                117.0 3.08      0.43 10.000000
## 4289                25.0                 76.0 2.88      0.54 10.500000
## 4290                28.0                112.0 2.87      0.49  9.700000
## 4291                23.0                124.0 3.30      0.50 10.100000
## 4292                68.0                183.0 3.25      0.76  9.400000
## 4293                20.0                119.0 3.17      0.55 11.200000
## 4294                68.0                183.0 3.25      0.76  9.400000
## 4295                22.0                121.0 3.10      0.55 10.800000
## 4296                68.0                183.0 3.25      0.76  9.400000
## 4297                20.0                119.0 3.17      0.55 11.200000
## 4298                31.0                103.0 3.13      0.49 11.000000
## 4299                13.0                111.0 3.44      0.46 12.400000
## 4302                22.0                155.0 3.01      0.58  9.500000
## 4303                25.0                204.0 3.05      0.52 10.000000
## 4304                33.0                114.0 3.16      0.31 12.500000
## 4305                24.0                115.0 3.39      0.59 10.900000
## 4306                21.0                113.0 3.38      0.58 10.500000
## 4307                51.0                133.0 3.22      0.37 10.800000
## 4308                36.0                116.0 3.38      0.57 11.000000
## 4309                16.0                 87.0 3.33      0.61 11.800000
## 4310                16.0                121.0 3.36      0.71 12.600000
## 4311                59.0                140.0 3.17      0.39 10.200000
## 4312                33.0                103.0 3.12      0.31 12.000000
## 4313                33.0                114.0 3.16      0.31 12.500000
## 4314                19.0                 86.0 3.32      0.65 11.500000
## 4315                23.0                117.0 3.20      0.39 11.940000
## 4316                33.0                115.0 3.12      0.44 12.893333
## 4317                17.0                 94.0 3.13      0.40  9.400000
## 4318                58.0                138.0 3.00      0.47 12.200000
## 4319                23.0                117.0 3.20      0.39 11.940000
## 4320                33.0                115.0 3.12      0.44 12.893333
## 4321                45.0                191.0 3.16      0.50  9.500000
## 4322                27.0                150.0 3.00      0.33 10.600000
## 4323                47.0                121.0 3.04      0.68 10.500000
## 4324                36.0                129.0 2.89      0.30 11.466667
## 4325                45.0                100.0 3.40      0.41 11.400000
## 4326                47.0                182.0 3.12      0.50  9.500000
## 4327                44.0                168.0 3.11      0.52  9.200000
## 4328                47.0                182.0 3.12      0.50  9.500000
## 4329                28.0                145.0 3.23      0.53 10.980000
## 4330                47.0                181.0 3.12      0.49  9.400000
## 4331                47.0                182.0 3.12      0.50  9.500000
## 4332                44.0                168.0 3.11      0.52  9.200000
## 4333                45.0                155.0 2.94      0.41  8.800000
## 4334                45.0                155.0 2.94      0.41  8.800000
## 4335                45.0                155.0 2.94      0.41  8.800000
## 4336                45.0                155.0 2.94      0.41  8.800000
## 4337                45.0                155.0 2.94      0.41  8.800000
## 4338                45.0                155.0 2.94      0.41  8.800000
## 4339                45.0                155.0 2.94      0.41  8.800000
## 4340                15.0                 96.0 3.23      0.64 10.400000
## 4341                45.0                155.0 2.94      0.41  8.800000
## 4342                36.0                139.0 3.04      0.62 10.033333
## 4343                39.0                141.0 3.44      0.69 11.300000
## 4344                21.0                109.0 3.37      0.58 10.400000
## 4346                21.0                107.0 3.11      0.54 11.100000
## 4348                62.0                148.0 3.03      0.56 11.300000
## 4349                61.0                148.0 2.98      0.47  9.100000
## 4350                43.0                187.0 2.96      0.57  9.400000
## 4351                14.0                 73.0 2.82      0.59 13.200000
## 4352                34.0                137.0 3.22      0.38 12.700000
## 4353                31.0                148.0 3.18      0.47 10.700000
## 4354                34.0                166.0 3.11      0.42 11.433333
## 4355                48.0                169.0 3.27      0.45 11.100000
## 4356                34.0                137.0 3.22      0.38 12.700000
## 4357                35.0                178.0 3.25      0.51 10.533333
## 4358                50.0                194.0 3.31      0.52 11.600000
## 4359                44.0                179.0 3.18      0.48  9.533333
## 4360                52.0                203.0 3.17      0.44  9.800000
## 4361                31.0                148.0 3.18      0.47 10.700000
## 4362                36.0                110.0 3.22      0.65 12.000000
## 4363                30.0                123.0 3.12      0.37 12.800000
## 4364                32.0                136.0 3.14      0.40  9.500000
## 4365                36.0                119.0 2.99      0.34 10.933333
## 4366                63.0                133.0 2.86      0.41  9.100000
## 4367                16.0                117.0 3.26      0.42 12.600000
## 4368                32.0                136.0 3.14      0.40  9.500000
## 4369                29.0                109.0 2.98      0.30 10.900000
## 4370                36.0                119.0 2.99      0.34 10.933333
## 4371                16.0                115.0 3.02      0.44  9.600000
## 4372                16.0                 92.0 3.18      0.56  9.300000
## 4373                23.0                112.0 3.05      0.37 11.366667
## 4374                24.0                 98.0 3.14      0.44 12.500000
## 4375                46.0                171.0 3.16      0.50  9.500000
## 4376                40.0                186.0 3.22      0.54 11.000000
## 4377                17.0                133.0 3.02      0.53  9.400000
## 4378                32.0                 76.0 3.21      0.76 11.333333
## 4379                 9.0                126.0 2.94      0.51  8.800000
## 4380                17.0                133.0 3.02      0.53  9.400000
## 4381                33.0                143.0 3.31      0.50 11.066667
## 4382                27.0                151.0 3.22      0.49 12.200000
## 4383                31.0                110.0 3.20      0.53 11.000000
## 4384                32.0                 76.0 3.21      0.76 11.333333
## 4385                51.0                182.0 3.23      0.48  9.500000
## 4386                51.0                182.0 3.23      0.48  9.500000
## 4387                54.0                170.0 3.28      0.52 11.000000
## 4388                34.0                 97.0 3.11      0.75 11.200000
## 4389                28.0                100.0 3.08      0.36  9.300000
## 4390                30.0                111.0 3.05      0.31 10.800000
## 4391                39.0                167.0 3.14      0.51  9.200000
## 4392                70.0                203.0 3.25      0.77  9.400000
## 4393                39.0                167.0 3.14      0.51  9.200000
## 4394                53.0                139.0 3.25      0.35 10.500000
## 4395                60.0                143.0 3.26      0.35 10.800000
## 4396                35.0                146.0 3.10      0.67  9.400000
## 4397                55.0                173.0 3.11      0.60  9.800000
## 4398                55.0                173.0 3.11      0.60  9.800000
## 4399                55.0                173.0 3.11      0.60  9.800000
## 4400                35.0                146.0 3.10      0.67  9.400000
## 4401                55.0                173.0 3.11      0.60  9.800000
## 4403                40.0                176.0 3.17      0.41 12.300000
## 4404                41.0                187.0 3.19      0.42  9.733333
## 4405                48.0                197.0 3.21      0.36  9.400000
## 4406                48.0                197.0 3.21      0.36  9.400000
## 4407                32.0                140.0 3.17      0.36 12.800000
## 4408                18.0                 80.0 2.92      0.47 11.050000
## 4409                48.0                197.0 3.21      0.36  9.400000
## 4410                32.0                140.0 3.17      0.36 12.800000
## 4411                35.0                182.0 3.11      0.46  9.733333
## 4412                22.0                 86.0 3.23      0.58 13.100000
## 4413                26.0                114.0 3.04      0.52 11.500000
## 4414                22.0                 86.0 3.23      0.58 13.100000
## 4415                26.0                114.0 3.04      0.52 11.500000
## 4416                26.0                141.0 3.08      0.50  9.100000
## 4417                35.0                182.0 3.11      0.46  9.750000
## 4418                24.0                125.0 3.19      0.48 10.500000
## 4419                37.0                118.0 3.08      0.46  8.800000
## 4420                37.0                118.0 3.08      0.46  8.800000
## 4421                37.0                118.0 3.08      0.46  8.800000
## 4422                37.0                118.0 3.08      0.46  8.800000
## 4423                24.0                125.0 3.19      0.48 10.500000
## 4424                24.0                125.0 3.19      0.48 10.500000
## 4425                37.0                118.0 3.08      0.46  8.800000
## 4426                30.0                122.0 3.22      0.49  9.900000
## 4427                28.0                123.0 3.22      0.49  9.900000
## 4428                24.0                205.0 3.11      0.58  9.900000
## 4429                33.0                166.0 3.20      0.42 12.200000
## 4430                59.5                162.0 3.27      0.47 10.800000
## 4431                60.0                134.0 2.96      0.39  8.700000
## 4432                17.0                 67.0 3.21      0.47 13.200000
## 4433                15.0                 94.0 3.15      0.38 12.700000
## 4434                55.0                193.0 3.21      0.44  9.400000
## 4435                18.0                161.0 3.25      0.53 11.200000
## 4436                25.0                166.0 3.24      0.56 11.333333
## 4437                14.0                 92.0 3.36      0.58 11.900000
## 4438                25.0                166.0 3.24      0.56 11.350000
## 4439                51.0                131.0 3.22      0.39 10.500000
## 4440                14.0                125.0 3.09      0.49  9.800000
## 4441                20.0                146.0 3.06      0.54  9.100000
## 4442                36.0                111.0 3.16      0.37 12.400000
## 4443                20.0                146.0 3.06      0.54  9.100000
## 4444                14.0                125.0 3.09      0.49  9.800000
## 4445                24.0                116.0 3.39      0.40 11.300000
## 4446                24.0                116.0 3.39      0.40 11.300000
## 4447                31.0                111.0 3.48      0.34 13.100000
## 4448                15.0                101.0 3.04      0.37 12.500000
## 4449                32.0                122.0 3.18      0.54 10.300000
## 4450                51.0                150.0 3.23      0.43 10.700000
## 4451                29.0                136.0 3.05      0.65 10.400000
## 4452                47.0                184.0 3.22      0.48  9.500000
## 4453                53.0                173.0 3.24      0.45  9.800000
## 4454                15.0                101.0 3.04      0.37 12.500000
## 4455                17.0                149.0 3.00      0.43  9.400000
## 4456                36.0                174.0 3.14      0.50  9.000000
## 4457                36.0                174.0 3.14      0.50  9.000000
## 4458                36.0                174.0 3.14      0.50  9.000000
## 4459                19.0                129.0 3.24      0.48 13.000000
## 4460                28.0                120.0 3.27      0.50  9.900000
## 4461                17.0                149.0 3.00      0.43  9.400000
## 4462                29.0                157.0 3.27      0.56 10.600000
## 4463                28.0                109.0 3.23      0.47 13.400000
## 4464                31.0                114.0 3.12      0.35 12.500000
## 4465                32.0                141.0 3.11      0.49  9.300000
## 4466                32.0                141.0 3.11      0.49  9.300000
## 4467                34.0                149.0 3.36      0.52 11.000000
## 4468                40.0                158.0 3.20      0.48 10.300000
## 4469                31.0                 95.0 3.24      0.57 11.300000
## 4470                35.0                100.0 3.03      0.63 10.900000
## 4471                35.0                 90.0 3.76      0.49 11.300000
## 4472                24.0                 78.0 3.36      0.47 12.100000
## 4473                12.0                 83.0 3.18      0.65 11.100000
## 4475                50.0                125.0 3.20      0.45 10.100000
## 4476                37.0                110.0 3.26      0.58 12.400000
## 4477                37.0                104.0 3.11      0.52 12.700000
## 4478                53.0                180.0 3.14      0.50  9.600000
## 4479                53.0                180.0 3.14      0.50  9.600000
## 4480                17.0                126.0 3.24      0.46  9.100000
## 4482                53.0                180.0 3.14      0.50  9.600000
## 4483                37.0                155.0 3.18      0.37 12.400000
## 4484                 7.0                108.0 3.23      0.58  9.550000
## 4485                17.0                126.0 3.24      0.46  9.100000
## 4486                12.0                 74.0 3.29      0.65 12.500000
## 4487                13.0                 68.0 3.16      0.40  9.900000
## 4488                32.0                 87.0 3.47      0.52 11.200000
## 4489                28.0                122.0 3.13      0.40 13.000000
## 4490                28.0                122.0 3.13      0.40 13.000000
## 4491                25.0                116.0 3.20      0.44 11.700000
## 4492                13.0                 95.0 2.97      0.70 13.100000
## 4493                17.0                 50.0 3.08      0.66 12.000000
## 4494                30.0                165.0 3.36      0.55 10.550000
## 4495                34.0                 84.0 3.04      0.39 11.450000
## 4496                71.0                194.0 3.18      0.64 10.200000
## 4497                34.0                 84.0 3.04      0.39 11.450000
## 4499                22.0                106.0 3.09      0.54 10.800000
## 4500                20.0                103.0 3.27      0.45 12.200000
## 4501                36.0                175.0 3.20      0.55 11.000000
## 4502                41.0                182.0 3.35      0.54 10.400000
## 4503                32.0                156.0 3.14      0.51 11.400000
## 4505                20.0                138.0 3.03      0.42 10.700000
## 4506                50.0                162.0 3.15      0.52 10.200000
## 4507                38.0                100.0 3.22      0.69 11.200000
## 4508                17.0                 73.0 3.40      0.51 12.333333
## 4509                75.0                129.0 3.20      0.38 11.500000
## 4510                14.0                100.0 3.07      0.55  9.500000
## 4511                35.0                147.0 3.24      0.56 13.400000
## 4512                24.0                110.0 3.36      0.40 12.500000
## 4513                24.0                110.0 3.36      0.40 12.500000
## 4514                27.0                 97.0 3.12      0.42 11.200000
## 4515                28.5                259.0 3.19      0.50  8.800000
## 4516                50.0                118.0 3.06      0.59 11.200000
## 4517                15.0                 70.0 3.16      0.48 12.700000
## 4518                26.0                 82.0 3.00      0.38  9.800000
## 4519                10.0                 40.0 3.14      0.36  9.800000
## 4521                55.0                230.0 3.19      0.46  9.800000
## 4522                48.0                191.0 3.17      0.51  9.600000
## 4523                10.0                 40.0 3.14      0.36  9.800000
## 4524                79.0                149.0 3.12      0.37  9.700000
## 4525                59.5                137.0 3.16      0.38 10.000000
## 4527                42.0                206.0 3.32      0.38 12.300000
## 4528                26.0                 82.0 3.00      0.38  9.800000
## 4529                18.0                101.0 3.03      0.38  9.000000
## 4530                60.5                164.5 3.06      0.45  9.100000
## 4531                62.0                162.5 3.06      0.45  9.100000
## 4532                62.0                162.5 3.06      0.45  9.100000
## 4533                35.0                121.0 3.32      0.33 11.400000
## 4534                41.0                124.0 3.14      0.35 10.500000
## 4535                35.0                105.0 3.13      0.30 12.400000
## 4536                60.5                156.0 3.06      0.45  9.100000
## 4537                62.0                152.0 3.06      0.45  9.100000
## 4538                 6.0                 94.0 3.18      0.52 10.100000
## 4539                24.0                134.0 2.99      0.39 10.900000
## 4540                13.0                 60.0 3.13      0.35 11.050000
## 4541                36.0                105.0 3.26      0.58 12.750000
## 4542                23.0                111.0 3.36      0.37 12.700000
## 4543                16.0                 76.0 3.05      0.54 11.100000
## 4544                16.0                 76.0 3.05      0.54 11.100000
## 4545                36.0                105.0 3.26      0.58 12.750000
## 4546                41.0                101.0 3.19      0.31 13.000000
## 4547                32.0                 95.0 2.96      0.61 12.000000
## 4548                17.0                 47.0 3.35      0.35 11.500000
## 4549                51.0                183.0 3.39      0.60 10.500000
## 4550                16.0                 76.0 3.05      0.54 11.100000
## 4551                20.0                101.0 3.10      0.46 11.100000
## 4552                25.0                113.0 3.11      0.47 11.100000
## 4553                20.0                104.0 3.22      0.73 13.100000
## 4554                36.0                105.0 3.26      0.58 12.750000
## 4555                23.0                111.0 3.36      0.37 12.700000
## 4556                23.0                 97.0 3.09      0.44  9.600000
## 4557                32.0                138.0 3.26      0.72 11.700000
## 4558                61.0                210.0 3.17      0.59  9.700000
## 4559                22.0                130.0 3.38      0.59 10.900000
## 4560                22.0                110.0 3.34      0.54 10.700000
## 4561                29.0                107.0 3.33      0.54 13.800000
## 4562                10.0                 72.0 3.11      0.48 12.150000
## 4563                28.0                131.0 3.49      0.42 10.800000
## 4564                27.0                119.0 3.40      0.34 10.700000
## 4565                31.0                113.0 3.16      0.48 10.800000
## 4567                43.5                171.0 3.03      0.49 12.000000
## 4569                17.0                135.0 3.23      0.44 12.200000
## 4570                17.0                126.0 3.18      0.55  9.400000
## 4571                12.0                 83.0 3.30      0.40 11.400000
## 4572                26.0                101.0 3.35      0.38 12.500000
## 4573                29.0                 97.0 3.20      0.46 13.050000
## 4574                31.0                 99.0 3.10      0.40 12.400000
## 4575                39.0                102.0 3.08      0.56 12.900000
## 4576                25.0                133.0 3.34      0.59 12.000000
## 4577                23.0                 56.0 3.19      0.38 11.300000
## 4578                25.0                 96.0 3.21      0.49 10.000000
## 4579                40.0                 98.0 3.42      0.64 11.800000
## 4580                53.0                125.0 2.99      0.69  9.400000
## 4582                32.0                138.0 3.46      0.43 11.100000
## 4584                60.0                150.0 2.86      0.49  9.300000
## 4585                12.0                110.0 3.02      0.54 11.400000
## 4586                23.0                158.0 3.41      0.64 11.800000
## 4587                31.0                132.0 3.28      0.36 12.400000
## 4588                22.0                108.0 3.12      0.36 11.600000
## 4589                30.0                137.0 3.26      0.58 11.100000
## 4590                31.0                132.0 3.28      0.36 12.400000
## 4591                42.0                168.0 3.22      0.49 11.100000
## 4593                27.0                165.0 3.12      0.46 12.200000
## 4594                20.0                113.0 3.20      0.56 11.000000
## 4595                26.0                129.0 3.32      0.47 12.900000
## 4596                29.0                124.0 3.07      0.42 10.900000
## 4597                20.0                114.0 3.22      0.59 13.400000
## 4599                20.0                113.0 3.20      0.56 11.000000
## 4600                23.0                 75.0 3.30      0.39 11.400000
## 4601                20.0                116.0 3.00      0.47 10.200000
## 4602                45.0                116.0 2.80      0.54 11.000000
## 4603                45.0                139.0 3.06      0.43  9.100000
## 4604                40.0                124.0 3.18      0.40 11.000000
## 4605                40.0                146.0 3.11      0.37 11.500000
## 4606                38.0                 93.0 3.16      0.59 12.000000
## 4607                16.0                112.0 3.04      0.58 11.200000
## 4608                31.0                177.0 3.12      0.39 11.200000
## 4609                13.0                 73.0 2.90      0.69 12.600000
## 4610                 8.0                 50.0 3.14      0.40 11.000000
## 4611                12.0                 73.0 3.22      0.48 10.800000
## 4612                19.0                 77.0 3.25      0.48 10.900000
## 4613                48.0                146.0 3.16      0.49  9.800000
## 4614                42.0                145.0 3.15      0.48  9.800000
## 4615                27.0                166.0 2.90      0.49  9.500000
## 4616                43.0                132.0 3.26      0.47 11.266667
## 4617                26.0                 99.0 3.01      0.62 10.800000
## 4618                23.0                129.0 3.36      0.77 13.400000
## 4619                43.0                132.0 3.26      0.47 11.300000
## 4620                33.0                196.0 3.22      0.48  8.900000
## 4621                36.0                119.0 3.07      0.42 11.200000
## 4622                30.0                 95.0 3.22      0.52 11.500000
## 4623                35.0                131.0 3.26      0.55 13.000000
## 4624                20.0                125.0 3.36      0.73 12.600000
## 4625                15.0                 91.0 3.26      0.52 13.100000
## 4626                 6.0                158.0 3.05      0.48 11.200000
## 4628                24.0                 99.0 3.18      0.50 10.900000
## 4629                24.0                 99.0 3.18      0.50 10.900000
## 4630                14.0                 73.0 3.04      0.45 11.600000
## 4631                43.0                127.0 3.23      0.53 10.400000
## 4632                31.0                102.0 3.22      0.58 10.900000
## 4634                50.0                188.0 3.23      0.64 10.800000
## 4635                49.0                136.0 3.11      0.59 11.200000
## 4636                26.0                120.0 3.25      0.49 10.000000
## 4637                39.0                177.0 3.28      0.57 10.566667
## 4638                42.0                118.0 3.04      0.64 11.733333
## 4639                39.0                177.0 3.28      0.57 10.600000
## 4640                59.0                195.0 3.26      0.54 10.500000
## 4641                42.0                118.0 3.04      0.64 11.750000
## 4642                43.0                126.0 3.01      0.63 11.400000
## 4643                25.0                 98.0 3.37      0.43 12.400000
## 4644                47.0                197.0 3.24      0.50 10.100000
## 4645                40.0                122.0 3.09      0.47 12.300000
## 4646                49.0                158.0 3.32      0.32 13.100000
## 4647                24.0                 88.0 3.29      0.55 10.650000
## 4648                35.0                101.0 3.36      0.48 11.400000
## 4650                 9.0                 84.0 3.44      0.44 10.200000
## 4651                 9.0                 84.0 3.44      0.44 10.200000
## 4652                49.0                113.0 3.26      0.58 13.100000
## 4653                59.0                210.0 3.24      0.50  9.600000
## 4654                18.0                 73.0 3.10      0.47 12.800000
## 4655                55.0                149.0 3.09      0.59 10.966667
## 4656                55.0                149.0 3.09      0.59 10.966667
## 4657                55.0                149.0 3.09      0.59 10.966667
## 4658                55.0                149.0 3.09      0.59 11.000000
## 4659                43.0                132.0 3.21      0.47 13.400000
## 4660                28.0                 85.0 2.87      0.48 11.200000
## 4661                14.0                 79.0 3.27      0.63 12.400000
## 4662                35.0                150.0 3.09      0.47 11.200000
## 4663                44.0                111.0 3.14      0.41 12.400000
## 4664                30.0                111.0 3.32      0.58 10.133333
## 4665                31.0                114.0 3.32      0.58 10.133333
## 4666                44.0                111.0 3.14      0.41 12.400000
## 4667                36.0                221.0 3.17      0.44  9.100000
## 4668                31.0                114.0 3.32      0.58 10.150000
## 4669                30.0                111.0 3.32      0.58 10.150000
## 4670                12.0                117.0 3.46      0.44 11.500000
## 4671                57.0                137.0 3.08      0.54  8.900000
## 4672                69.0                168.0 3.47      0.46 10.466667
## 4673                69.0                168.0 3.47      0.46 10.466667
## 4674                37.0                104.0 3.28      0.51 11.800000
## 4675                41.0                151.0 3.35      0.58 11.633333
## 4676                58.0                140.0 3.29      0.62 10.600000
## 4677                41.0                128.0 3.18      0.52  9.600000
## 4678                37.0                104.0 3.28      0.51 11.800000
## 4679                57.0                137.0 3.08      0.54  8.900000
## 4680                69.0                168.0 3.47      0.46 10.500000
## 4681                25.0                133.0 3.17      0.39 10.200000
## 4682                11.0                 49.0 3.29      0.33 13.100000
## 4683                15.0                 66.0 3.11      0.31 11.800000
## 4684                39.0                120.0 3.06      0.37 12.200000
## 4685                52.0                184.0 3.44      0.44 11.450000
## 4686                23.0                114.0 3.23      0.49 10.500000
## 4687                25.0                133.0 3.17      0.39 10.200000
## 4688                18.0                156.0 2.88      0.36  9.000000
## 4689                18.0                156.0 2.88      0.36  9.000000
## 4690                18.0                156.0 2.88      0.36  9.000000
## 4691                18.0                156.0 2.88      0.36  9.000000
## 4692                38.0                167.0 2.93      0.52  9.100000
## 4693                26.0                173.0 3.38      0.54  8.800000
## 4694                18.0                156.0 2.88      0.36  9.000000
## 4695                38.0                167.0 2.93      0.52  9.100000
## 4696                29.0                113.0 3.13      0.65 12.900000
## 4698                29.0                113.0 3.13      0.65 12.900000
## 4700                60.0                168.0 3.10      0.56  9.800000
## 4701                60.0                168.0 3.10      0.56  9.800000
## 4702                34.0                144.0 3.26      0.38 10.100000
## 4703                34.0                144.0 3.26      0.38 10.100000
## 4704                36.0                 83.0 3.33      0.42 10.900000
## 4705                51.0                202.0 3.20      0.51  9.600000
## 4706                32.0                111.0 3.36      0.37 10.400000
## 4707                25.0                111.0 3.03      0.30 11.800000
## 4708                31.0                115.0 3.40      0.38 10.800000
## 4709                26.0                109.0 3.28      0.57 10.600000
## 4710                45.0                142.0 3.35      0.50 12.700000
## 4711                27.0                108.0 3.30      0.43 12.200000
## 4712                31.0                115.0 3.40      0.38 10.800000
## 4713                32.0                111.0 3.36      0.37 10.400000
## 4714                19.0                 98.0 3.25      0.47 11.100000
## 4715                25.0                111.0 3.03      0.30 11.800000
## 4716                17.0                 81.0 3.29      0.31 10.000000
## 4717                10.0                 69.0 3.12      0.59 10.800000
## 4718                47.0                130.0 3.31      0.40 10.300000
## 4719                32.0                134.0 3.24      0.48  9.900000
## 4720                17.0                 81.0 3.29      0.31 10.000000
## 4721                18.0                 93.0 3.11      0.56 12.250000
## 4722                27.0                 98.0 3.34      0.52 10.200000
## 4723                37.0                132.0 3.06      0.50  9.400000
## 4724                58.0                180.0 3.18      0.46  9.700000
## 4725                27.0                 98.0 3.34      0.52 10.200000
## 4726                33.0                116.0 3.04      0.65 10.400000
## 4727                35.0                 96.0 3.49      0.74 12.200000
## 4728                37.0                132.0 3.06      0.50  9.400000
## 4729                36.0                122.0 3.12      0.40 10.600000
## 4730                 4.0                 65.0 3.27      0.47 10.700000
## 4731                13.0                106.0 3.24      0.49 11.850000
## 4732                53.0                140.0 3.34      0.46 11.700000
## 4733                53.0                140.0 3.34      0.46 11.700000
## 4734                47.0                123.0 3.55      0.44 10.150000
## 4735                31.0                 68.0 3.33      0.44 11.633333
## 4736                14.0                 61.0 3.22      0.54 10.800000
## 4737                13.0                 61.0 3.22      0.54 10.800000
## 4738                41.0                134.0 3.25      0.26 12.300000
## 4739                33.0                118.0 3.36      0.66 12.500000
## 4740                31.0                 68.0 3.33      0.44 11.650000
## 4741                56.0                189.0 3.24      0.49  9.600000
## 4742                42.0                137.0 3.24      0.46 10.900000
## 4743                36.0                133.0 3.23      0.46 10.800000
## 4744                63.0                148.0 3.32      0.44 11.200000
## 4745                17.0                101.0 3.67      0.57 10.000000
## 4747                61.0                132.0 2.86      0.46  9.100000
## 4748                25.0                 93.0 3.23      0.49 10.500000
## 4749                33.0                184.0 3.12      0.61  9.300000
## 4750                28.0                182.0 3.13      0.62  9.300000
## 4751                63.0                148.0 3.32      0.44 11.200000
## 4752                48.0                185.0 3.14      0.62 10.600000
## 4753                40.0                 78.0 3.23      0.64 12.100000
## 4754                35.0                100.0 3.43      0.77 12.000000
## 4755                40.0                106.0 3.16      0.50  9.700000
## 4756                21.0                 92.0 3.12      0.48 12.400000
## 4757                38.0                111.0 3.18      0.47 13.600000
## 4758                38.0                111.0 3.18      0.47 13.600000
## 4759                27.0                140.0 2.98      0.53 11.800000
## 4760                45.0                128.0 3.16      0.37 10.000000
## 4761                45.0                128.0 3.16      0.37 10.000000
## 4762                46.0                116.0 3.12      0.38  9.100000
## 4763                19.0                 78.0 3.47      0.42 11.900000
## 4764                45.0                130.0 3.31      0.58 11.750000
## 4765                34.0                116.0 3.24      0.41 11.400000
## 4766                18.0                 96.0 3.56      0.48 13.000000
## 4767                28.0                138.0 3.27      0.50 12.400000
## 4768                34.0                181.0 3.30      0.42  9.400000
## 4769                69.0                160.0 3.16      0.50  9.600000
## 4770                69.0                160.0 3.16      0.50  9.600000
## 4771                69.0                160.0 3.16      0.50  9.600000
## 4772                69.0                160.0 3.16      0.50  9.600000
## 4773                47.0                223.0 3.16      0.51  9.100000
## 4774                17.0                 61.0 3.24      0.37 12.000000
## 4775                 6.0                132.0 3.16      0.46 11.200000
## 4776                42.0                124.0 3.32      0.47 10.100000
## 4777                47.0                130.0 3.13      0.45 10.300000
## 4778                31.0                102.0 3.16      0.56 12.300000
## 4779                28.0                106.0 2.97      0.40 10.550000
## 4780                30.0                 95.0 3.10      0.40 10.900000
## 4781                36.0                138.0 3.15      0.48  9.700000
## 4782                34.0                142.0 3.14      0.48  9.800000
## 4783                38.0                127.0 3.04      0.53  8.900000
## 4784                38.0                127.0 3.04      0.53  8.900000
## 4785                55.0                161.0 3.02      0.59 10.200000
## 4786                28.0                 76.0 3.01      0.36 11.700000
## 4787                31.0                127.0 3.46      0.36 12.800000
## 4788                29.0                118.0 3.57      0.36 12.800000
## 4789                55.0                161.0 3.02      0.59 10.200000
## 4790                24.0                118.0 3.15      0.39 13.550000
## 4791                28.0                128.0 3.13      0.38 11.600000
## 4792                38.0                127.0 3.04      0.53  8.900000
## 4796                44.0                140.0 3.17      0.55 10.700000
## 4797                44.0                140.0 3.17      0.55 10.700000
## 4798                28.0                 93.0 3.31      0.50 12.300000
## 4799                37.0                115.0 3.16      0.43 10.300000
## 4800                35.0                111.0 3.11      0.42 10.400000
## 4801                45.0                126.0 3.31      0.45 11.600000
## 4802                44.0                140.0 3.17      0.55 10.700000
## 4803                24.0                125.0 3.36      0.33 12.800000
## 4804                42.0                111.0 3.18      0.53 11.900000
## 4805                 9.0                 65.0 3.24      0.35 12.100000
## 4806                26.0                 99.0 3.23      0.41  9.200000
## 4807                37.0                131.0 2.93      0.62  9.500000
## 4808                39.0                104.0 2.91      0.57 11.000000
## 4809                10.0                100.0 3.19      0.50 10.900000
## 4810                66.0                150.0 3.21      0.62 10.400000
## 4811                29.0                147.0 3.42      0.52  9.100000
## 4812                19.0                 71.0 3.32      0.62 11.400000
## 4813                46.0                113.0 3.35      0.43 11.400000
## 4815                17.0                113.0 3.18      0.67 12.400000
## 4817                54.0                136.0 2.91      0.43 10.600000
## 4818                38.0                122.0 3.20      0.63 11.200000
## 4820                17.0                113.0 3.18      0.67 12.400000
## 4822                18.0                131.0 3.19      0.45 11.000000
## 4823                35.0                165.0 3.18      0.45 11.300000
## 4824                22.0                130.0 3.20      0.46 12.000000
## 4825                54.0                140.0 3.23      0.47  9.200000
## 4826                29.0                134.0 3.48      0.57 10.700000
## 4827                29.0                134.0 3.48      0.57 10.700000
## 4828                36.0                 86.0 3.10      0.76 11.400000
## 4829                54.0                140.0 3.23      0.47  9.200000
## 4830                22.0                 90.0 3.10      0.43 12.100000
## 4831                17.0                140.0 3.23      0.35 11.100000
## 4832                20.0                140.0 3.27      0.43  9.700000
## 4833                17.0                141.0 3.24      0.36 10.700000
## 4834                33.0                 97.0 3.49      0.58 10.900000
## 4835                35.0                 95.0 3.36      0.56 12.000000
## 4836                40.0                102.0 3.47      0.56 10.600000
## 4837                18.0                 92.0 3.11      0.49  9.600000
## 4838                54.0                216.0 3.03      0.42 13.100000
## 4839                28.0                114.0 3.38      0.51 11.000000
## 4840                10.0                 44.0 3.52      0.40 11.600000
## 4841                44.0                128.0 3.28      0.35 11.950000
## 4843                50.0                 92.0 3.17      0.36 11.500000
## 4844                47.0                182.0 3.21      0.40 11.300000
## 4845                38.0                180.0 3.28      0.34 11.900000
## 4846                15.0                 93.0 3.18      0.60  9.500000
## 4847                40.0                150.0 3.29      0.46 12.200000
## 4848                52.0                 97.0 3.41      0.40 12.200000
## 4849                67.0                161.0 3.05      0.56 11.100000
## 4850                52.0                164.0 3.10      0.48  9.600000
## 4851                67.0                161.0 3.05      0.56 11.100000
## 4852                52.0                164.0 3.10      0.48  9.600000
## 4853                12.0                113.0 3.30      0.73 11.400000
## 4854                20.0                 77.0 3.32      0.62 11.400000
## 4855                22.0                 79.0 3.10      0.59 12.066667
## 4856                26.0                172.0 2.90      0.46  9.000000
## 4857                26.0                172.0 2.90      0.46  9.000000
## 4858                19.0                116.0 3.08      0.42 11.400000
## 4859                53.0                177.0 3.12      0.45  9.600000
## 4860                25.0                118.0 3.03      0.37 11.000000
## 4861                24.0                119.0 3.04      0.38 11.000000
## 4862                16.0                102.0 3.23      0.56 11.200000
## 4863                42.0                 86.0 3.31      0.47 11.550000
## 4864                44.0                 92.0 3.20      0.50 13.300000
## 4865                22.0                148.0 3.30      0.47  9.633333
## 4866                31.0                 95.0 3.06      0.46 13.600000
## 4867                30.0                112.0 3.29      0.55 11.200000
## 4868                 3.0                 60.0 3.27      0.38 13.000000
## 4869                42.0                124.0 3.31      0.64 10.800000
## 4870                 8.0                 81.0 3.19      0.51  9.800000
## 4871                29.0                132.0 3.15      0.36 11.450000
## 4872                20.0                 98.0 3.37      0.55 12.050000
## 4873                50.0                179.0 3.14      0.60  9.700000
## 4874                33.0                122.0 3.33      0.52 11.900000
## 4875                16.0                125.0 3.49      0.49 10.000000
## 4876                18.0                 97.0 3.12      0.41  9.700000
## 4877                34.0                117.0 3.36      0.59 11.600000
## 4878                12.0                 82.0 3.25      0.36  8.800000
## 4879                 6.0                 81.0 3.24      0.35  9.500000
## 4880                68.0                170.0 3.15      0.50  9.533333
## 4881                68.0                170.0 3.15      0.50  9.533333
## 4882                34.0                118.0 3.07      0.50  9.400000
## 4883                45.0                156.0 3.26      0.38 10.700000
## 4884                60.0                148.0 3.27      0.35 11.500000
## 4885                68.0                174.0 3.14      0.50  9.600000
## 4886                68.0                170.0 3.15      0.50  9.550000
## 4888                 5.0                 56.0 3.04      0.79 13.000000
## 4889                38.0                127.0 3.04      0.54  9.200000
## 4890                34.0                118.0 3.07      0.50  9.400000
## 4891                25.0                100.0 3.06      0.44 11.800000
## 4892                38.0                121.0 3.24      0.46 10.600000
## 4893                29.0                112.0 3.29      0.54  9.700000
## 4894                24.0                 92.0 3.27      0.50 11.200000
## 4895                57.0                168.0 3.15      0.46  9.600000
## 4896                30.0                111.0 2.99      0.46  9.400000
## 4897                20.0                110.0 3.34      0.38 12.800000
## 4898                22.0                 98.0 3.26      0.32 11.800000
## 4899                11.0                 34.0 3.51      0.56  9.400000
## 4900                25.0                 67.0 3.20      0.68  9.800000
## 4901                15.0                 54.0 3.26      0.65  9.800000
## 4902                17.0                 60.0 3.16      0.58  9.800000
## 4903                11.0                 34.0 3.51      0.56  9.400000
## 4904                13.0                 40.0 3.51      0.56  9.400000
## 4905                15.0                 59.0 3.30      0.46  9.400000
## 4906                15.0                 21.0 3.39      0.47 10.000000
## 4907                 9.0                 18.0 3.36      0.57  9.500000
## 4908                17.0                102.0 3.35      0.80 10.500000
## 4909                15.0                 65.0 3.28      0.54  9.200000
## 4910                17.0                102.0 3.35      0.80 10.500000
## 4911                16.0                 59.0 3.58      0.52  9.900000
## 4915                35.0                103.0 3.30      0.75 10.500000
## 4917                 6.0                 29.0 3.38      0.50  9.000000
## 4919                29.0                 60.0 3.39      0.53  9.400000
## 4920                23.0                 71.0 3.52      0.65  9.700000
## 4921                10.0                 37.0 3.17      0.91  9.500000
## 4922                 9.0                 67.0 3.17      0.53  9.400000
## 4923                21.0                 40.0 3.43      0.63  9.700000
## 4924                11.0                 23.0 3.34      0.56  9.300000
## 4925                 4.0                 11.0 3.28      0.59  9.500000
## 4926                10.0                 37.0 3.17      0.91  9.500000
## 4927                14.0                 35.0 3.47      0.55  9.400000
## 4928                 8.0                 16.0 3.38      0.59  9.800000
## 4929                17.0                 82.0 3.35      0.54 10.100000
## 4930                22.0                 37.0 3.46      0.57 10.600000
## 4931                15.0                113.0 3.17      0.66  9.800000
## 4932                40.0                 83.0 3.45      0.52  9.400000
## 4933                13.0                 50.0 3.38      0.55  9.200000
## 4934                 5.0                 18.0 3.40      0.55  9.600000
## 4935                 3.0                 15.0 3.42      0.60 10.800000
## 4936                13.0                 30.0 3.23      0.73  9.700000
## 4938                12.0                 87.0 3.33      0.83 10.500000
## 4939                12.0                 87.0 3.33      0.83 10.500000
## 4940                17.0                 46.0 3.26      0.51  9.300000
## 4943                 5.0                 11.0 3.48      0.52  9.500000
## 4946                12.0                 37.0 3.25      0.58  9.500000
## 4947                 5.0                 12.0 3.34      0.56  9.200000
## 4948                12.0                 96.0 3.32      0.58  9.200000
## 4949                 4.0                 23.0 3.15      0.74  9.200000
## 4950                 8.0                 15.0 3.40      0.63  9.400000
## 4951                 6.0                 14.0 3.39      0.64  9.400000
## 4952                30.0                119.0 3.20      0.56  9.400000
## 4953                33.0                 73.0 3.17      0.63 10.200000
## 4954                25.0                 45.0 3.34      0.53  9.500000
## 4955                 4.0                 10.0 3.04      0.63  9.600000
## 4956                50.0                110.0 3.26      0.77  9.400000
## 4957                17.0                 54.0 3.43      0.59 10.000000
## 4958                 9.0                 46.0 3.41      0.54  9.400000
## 4959                19.0                 52.0 3.44      0.64  9.200000
## 4960                20.0                112.0 3.21      0.71  9.300000
## 4961                12.0                 35.0 3.38      0.62  9.500000
## 4962                13.0                 54.0 3.39      0.57  9.800000
## 4963                 4.0                 11.0 3.41      0.39 10.900000
## 4964                 4.0                 11.0 3.41      0.39 10.900000
## 4965                11.0                 39.0 3.42      0.58  9.600000
## 4966                 6.0                 15.0 3.44      0.58 10.700000
## 4967                27.0                 65.0 3.28      0.79 10.700000
## 4968                 8.0                 19.0 3.34      0.95 10.500000
## 4969                15.0                 27.0 3.32      0.54  9.500000
## 4970                17.0                 96.0 3.32      0.48  9.500000
## 4971                18.0                 94.0 3.31      0.48  9.500000
## 4972                11.0                 43.0 3.31      0.53  9.200000
## 4973                28.0                 83.0 3.28      0.82  9.600000
## 4974                 9.0                 42.0 3.54      0.66 10.500000
## 4975                 9.0                 42.0 3.54      0.66 10.500000
## 4976                14.0                 30.0 3.52      0.55 10.700000
## 4977                12.0                 80.0 3.38      0.52 10.100000
## 4979                 3.0                 15.0 3.41      0.56  9.200000
## 4981                21.0                 73.0 3.36      0.57  9.100000
## 4983                18.0                 61.0 3.44      0.78 10.300000
## 4984                19.0                 40.0 3.41      0.59 10.100000
## 4986                 9.0                 31.0 3.39      0.64  9.600000
## 4988                 8.0                 24.0 3.48      0.53  9.000000
## 4989                42.0                140.0 3.23      0.54  9.500000
## 4992                 9.0                 31.0 3.39      0.64  9.600000
## 4995                 8.0                 23.0 3.45      0.56 10.700000
## 4996                 3.0                 22.0 3.25      0.63  9.200000
## 4997                 5.0                 10.0 3.39      0.56  9.800000
## 4998                13.0                 35.0 3.30      0.59  9.000000
## 4999                11.0                 50.0 3.40      0.61 10.200000
## 5000                 8.0                 22.0 3.31      0.56 10.400000
## 5001                13.0                 35.0 3.30      0.59  9.000000
## 5002                12.0                 65.0 3.29      0.51  9.200000
## 5003                 5.0                 36.0 3.33      0.48  9.400000
## 5004                12.0                 65.0 3.29      0.51  9.200000
## 5006                15.0                 64.0 3.46      0.79  9.300000
## 5007                18.0                 80.0 3.37      0.80  9.600000
## 5009                12.0                 47.0 3.19      0.93  9.500000
## 5010                11.0                108.0 3.15      0.66  9.800000
## 5011                14.0                111.0 3.15      0.66  9.800000
## 5012                22.0                 46.0 3.32      0.67  9.700000
## 5013                12.0                 47.0 3.19      0.93  9.500000
## 5014                13.0                 62.0 3.07      0.63 10.500000
## 5015                11.0                 40.0 3.39      0.61 10.000000
## 5016                 7.0                 28.0 3.37      0.50  9.400000
## 5017                14.0                 56.0 3.21      0.60 10.900000
## 5018                22.0                 89.0 3.34      0.54  9.200000
## 5020                14.0                 56.0 3.21      0.60 10.900000
## 5021                 3.0                 13.0 3.49      0.52  9.200000
## 5022                11.0                 34.0 3.44      0.53  9.500000
## 5023                21.0                102.0 3.39      0.48  9.500000
## 5024                27.0                 90.0 3.16      0.70  9.400000
## 5027                 3.0                 16.0 3.42      0.92 10.500000
## 5028                 6.0                 19.0 3.42      0.57  9.400000
## 5029                30.0                134.0 3.24      0.66  9.400000
## 5032                17.0                 26.0 3.40      0.58  9.800000
## 5034                16.0                 63.0 3.19      0.82  9.600000
## 5035                10.0                 52.0 3.23      0.77  9.500000
## 5036                13.0                 45.0 3.48      0.64  9.200000
## 5037                15.0                105.0 3.33      0.54  9.500000
## 5038                17.0                108.0 3.32      0.54  9.500000
## 5039                16.0                 63.0 3.19      0.82  9.600000
## 5040                10.0                 52.0 3.23      0.77  9.500000
## 5042                 3.0                 20.0 3.34      0.58  9.400000
## 5044                32.0                141.0 3.17      0.62  9.400000
## 5045                21.0                 94.0 3.54      0.52 10.000000
## 5047                12.0                 30.0 3.42      0.58 10.200000
## 5048                11.0                 43.0 3.53      0.61 10.500000
## 5049                 5.0                 11.0 3.33      0.53 10.300000
## 5051                25.0                 99.0 3.35      0.54 10.100000
## 5052                25.0                 99.0 3.35      0.54 10.100000
## 5053                29.0                129.0 3.42      0.72 10.500000
## 5054                28.0                128.0 3.42      0.71 10.500000
## 5055                29.0                129.0 3.42      0.72 10.500000
## 5056                28.0                128.0 3.42      0.71 10.500000
## 5057                12.0                 22.0 3.48      0.50  9.300000
## 5058                18.0                 86.0 3.59      0.57  9.300000
## 5059                 7.0                 20.0 3.20      0.56  9.600000
## 5061                17.0                 31.0 3.33      0.56 10.000000
## 5062                36.0                121.0 3.37      0.49  9.400000
## 5063                35.0                121.0 3.37      0.49  9.400000
## 5064                14.0                 96.0 3.19      0.62  9.500000
## 5065                18.0                101.0 3.34      0.52 10.200000
## 5066                17.0                 42.0 3.37      0.48  9.000000
## 5067                11.0                 44.0 3.47      0.55 10.400000
## 5070                 6.0                 18.0 3.29      0.61  9.200000
## 5071                 6.0                 18.0 3.29      0.61  9.200000
## 5072                24.0                 42.0 3.42      0.57 11.500000
## 5073                 7.0                 35.0 3.33      0.47  9.500000
## 5074                19.0                 49.0 3.35      0.78  9.500000
## 5075                 7.0                 35.0 3.33      0.47  9.500000
## 5076                 8.0                 38.0 3.58      0.61 10.500000
## 5077                 7.0                 20.0 3.48      0.56  9.600000
## 5078                10.0                 42.0 3.19      0.59  9.500000
## 5079                10.0                 42.0 3.19      0.59  9.500000
## 5081                16.0                 42.0 3.44      0.52  9.300000
## 5082                11.0                 65.0 3.54      0.58  9.300000
## 5083                 8.0                 62.0 3.52      0.58  9.300000
## 5084                26.0                 85.0 3.26      0.53  9.700000
## 5085                14.0                 67.0 3.34      0.55  9.200000
## 5086                 9.0                 26.0 3.39      0.49  9.700000
## 5087                15.0                143.0 3.20      0.55  9.500000
## 5088                17.0                144.0 3.20      0.55  9.500000
## 5089                21.0                127.0 3.23      0.62  9.400000
## 5090                21.0                 49.0 3.57      0.62  9.800000
## 5091                16.0                126.0 3.28      0.61  9.500000
## 5092                 7.0                 28.0 3.28      0.55  9.700000
## 5093                 7.0                 28.0 3.28      0.55  9.700000
## 5094                24.0                120.0 3.25      0.54  9.400000
## 5095                15.0                 55.0 3.46      0.59 10.200000
## 5099                 9.0                 24.0 3.22      0.82 10.300000
## 5100                39.0                145.0 3.04      1.03  9.300000
## 5101                16.0                 49.0 3.36      0.79  9.500000
## 5102                16.0                 39.0 3.34      0.55  9.200000
## 5103                14.0                 37.0 3.34      0.56  9.200000
## 5106                26.0                120.0 3.29      0.53  9.300000
## 5107                18.0                 95.0 3.22      0.67  9.400000
## 5108                 7.0                 19.0 3.31      0.88 10.500000
## 5109                 5.0                 19.0 3.30      0.86 12.400000
## 5110                10.0                 62.0 3.35      0.56 10.000000
## 5112                28.0                 65.0 3.30      0.43 10.100000
## 5113                10.0                 41.0 3.24      0.71  9.800000
## 5114                26.0                121.0 3.34      0.76 10.500000
## 5115                13.0                 49.0 3.14      0.57 11.000000
## 5116                11.0                 41.0 3.36      0.55  9.100000
## 5117                10.0                 44.0 3.39      0.54  9.700000
## 5118                24.0                144.0 3.30      0.60  9.500000
## 5119                24.0                 58.0 3.34      0.59  9.400000
## 5120                16.0                 72.0 3.15      0.57  9.400000
## 5121                 5.0                 10.0 3.42      0.60  9.500000
## 5122                 8.0                 28.0 3.28      0.60 10.000000
## 5123                15.0                 55.0 3.31      0.57 10.400000
## 5124                29.0                 63.0 3.37      0.58 10.500000
## 5126                 9.0                 23.0 3.39      0.63  9.800000
## 5127                29.0                 63.0 3.37      0.58 10.500000
## 5128                10.0                 37.0 3.46      0.50 11.000000
## 5129                19.0                106.0 3.54      0.62 12.200000
## 5130                12.0                 49.0 3.37      0.52  9.900000
## 5131                18.0                 58.0 3.34      0.70  9.600000
## 5132                10.0                 37.0 3.46      0.50 11.000000
## 5134                14.0                 38.0 3.37      0.58  9.000000
## 5135                14.0                 38.0 3.37      0.58  9.000000
## 5136                15.0                 39.0 3.37      0.58  9.200000
## 5137                14.0                 38.0 3.37      0.58  9.000000
## 5140                 6.0                 24.0 3.14      0.71 10.900000
## 5141                28.0                109.0 3.08      0.49  9.800000
## 5144                 6.0                 23.0 3.61      0.96  9.900000
## 5145                16.0                 51.0 3.38      0.52  9.500000
## 5146                11.0                 73.0 3.20      0.45  9.300000
## 5147                 9.0                 39.0 3.35      0.48  9.800000
## 5148                 6.0                 23.0 3.61      0.96  9.900000
## 5149                16.0                 37.0 3.22      0.78 10.000000
## 5150                16.0                 34.0 3.47      0.70  9.900000
## 5151                 5.0                 21.0 3.17      0.53 10.500000
## 5152                 8.0                 86.0 3.23      0.59  9.500000
## 5153                16.0                 34.0 3.47      0.70  9.900000
## 5154                17.0                119.0 3.26      0.57  9.300000
## 5155                 5.0                 13.0 3.22      0.62  9.200000
## 5156                12.0                 56.0 3.49      0.67  9.200000
## 5158                14.0                 33.0 3.36      0.80 10.500000
## 5159                18.0                 45.0 3.29      0.65  9.300000
## 5161                10.0                 35.0 3.34      0.57 10.000000
## 5162                23.0                 49.0 3.28      0.67  9.300000
## 5165                26.0                 61.0 3.60      0.72  9.800000
## 5167                 7.0                 27.0 3.69      0.91  9.400000
## 5169                27.0                 61.0 3.36      0.67 10.700000
## 5171                17.0                 65.0 3.22      0.78 10.100000
## 5172                10.0                 38.0 3.31      0.64  9.400000
## 5173                27.0                 94.0 3.38      0.77  9.400000
## 5174                27.0                 61.0 3.36      0.67 10.700000
## 5175                 7.0                 27.0 3.69      0.91  9.400000
## 5177                 5.0                 13.0 3.23      0.82 12.600000
## 5178                10.0                 47.0 3.38      0.77 10.500000
## 5181                12.0                 53.0 3.36      0.57  9.100000
## 5182                10.0                 47.0 3.38      0.77 10.500000
## 5183                32.0                 71.0 3.31      0.71  9.800000
## 5184                32.0                 71.0 3.31      0.71  9.800000
## 5185                25.0                 49.0 3.10      0.76 10.300000
## 5186                29.0                 53.0 3.37      0.70 10.300000
## 5187                20.0                 49.0 3.34      0.86 10.600000
## 5188                33.0                 98.0 3.20      0.95  9.200000
## 5189                20.0                 49.0 3.34      0.86 10.600000
## 5191                18.0                 48.0 3.22      0.64 10.300000
## 5192                 5.0                 16.0 3.41      0.60 10.100000
## 5194                 5.0                 27.0 3.05      0.64  9.500000
## 5195                26.0                 70.0 3.16      0.52  9.900000
## 5196                 8.0                 29.0 3.67      0.73  9.600000
## 5197                 5.0                 31.0 3.67      0.80  9.700000
## 5198                 8.0                 33.0 3.68      0.71  9.600000
## 5199                20.0                 44.0 3.38      0.59 10.700000
## 5200                 7.0                 15.0 3.22      0.64 10.100000
## 5201                12.0                 28.0 3.51      0.72 10.000000
## 5203                12.0                 90.0 3.20      0.52  9.200000
## 5204                 6.0                 25.0 3.12      0.59  9.300000
## 5205                 7.0                 54.0 3.36      0.52  9.400000
## 5208                 9.0                 30.0 3.41      0.53  9.500000
## 5209                 6.0                 25.0 3.12      0.59  9.300000
## 5210                15.0                105.0 3.27      0.54  9.400000
## 5211                19.0                 98.0 3.32      0.63  9.500000
## 5212                30.0                135.0 3.30      0.53  9.400000
## 5213                26.0                 72.0 3.39      0.68 11.000000
## 5214                20.0                 53.0 3.42      0.65 11.000000
## 5215                37.0                 92.0 3.30      0.65 10.100000
## 5216                30.0                 74.0 3.30      0.64 10.400000
## 5217                21.0                 59.0 3.37      0.71 11.500000
## 5218                30.0                 74.0 3.30      0.64 10.400000
## 5219                21.0                 59.0 3.37      0.71 11.500000
## 5220                25.0                 87.0 3.24      0.62  9.700000
## 5221                 6.0                 18.0 3.29      0.63  9.300000
## 5222                35.0                 73.0 3.28      0.70  9.500000
## 5223                13.0                 50.0 3.16      0.69  9.200000
## 5224                13.0                 50.0 3.16      0.69  9.200000
## 5225                 6.0                 14.0 3.05      0.74 11.500000
## 5226                 5.0                 13.0 3.28      0.83 11.500000
## 5228                 7.0                 15.0 3.18      0.62  9.500000
## 5231                21.0                114.0 3.22      0.54  9.400000
## 5232                16.0                 44.0 3.13      0.52 11.000000
## 5233                17.0                 38.0 3.34      0.74 11.700000
## 5235                 6.0                 16.0 3.35      0.70 12.500000
## 5236                29.0                 58.0 3.31      0.64 10.300000
## 5240                 5.0                 18.0 3.21      0.87 11.300000
## 5241                 6.0                 14.0 3.30      0.75  9.800000
## 5242                 6.0                 14.0 3.30      0.75  9.800000
## 5243                 6.0                 32.0 3.12      0.78 10.700000
## 5244                40.0                 63.0 3.60      0.81  9.900000
## 5245                17.0                 34.0 3.58      0.89 12.300000
## 5247                15.0                 46.0 3.11      0.92 10.000000
## 5248                11.0                 28.0 3.36      0.86  9.400000
## 5249                17.0                 34.0 3.28      0.98  9.900000
## 5250                11.0                 26.0 3.35      0.83  9.400000
## 5251                 8.0                 19.0 3.27      0.73  9.300000
## 5253                40.5                165.0 3.25      0.59 11.900000
## 5255                29.0                 55.0 3.26      0.88 11.000000
## 5256                12.0                 29.0 3.24      0.75 11.700000
## 5257                10.0                 23.0 3.15      0.85 10.400000
## 5259                14.0                 81.0 3.19      0.70  9.400000
## 5260                21.0                 50.0 3.37      0.91  9.900000
## 5264                 7.0                 21.0 3.26      0.93 11.800000
## 5266                11.0                 24.0 3.16      0.69  9.000000
## 5267                15.0                 75.0 3.18      0.64  9.400000
## 5269                35.0                 63.0 3.57      0.78  9.900000
## 5270                11.0                 25.0 3.32      0.87  8.700000
## 5271                26.0                 46.0 3.32      1.04 10.600000
## 5272                12.0                 72.0 3.05      0.63  9.200000
## 5278                24.0                 60.0 3.31      0.70 10.800000
## 5279                11.0                 27.0 3.21      0.80  9.400000
## 5281                11.0                 27.0 3.21      0.80  9.400000
## 5282                11.0                 27.0 3.21      0.80  9.400000
## 5283                23.0                 54.0 3.42      0.74  9.200000
## 5284                11.0                 37.0 3.43      0.76  9.700000
## 5285                23.0                 48.0 3.41      0.74  9.200000
## 5286                17.0                 42.0 3.31      0.54  9.600000
## 5287                23.0                 53.0 3.43      0.74  9.200000
## 5288                16.0                 49.0 3.19      0.70 10.000000
## 5291                 6.0                 26.0 3.18      0.51  9.500000
## 5292                13.0                 95.0 3.16      0.54  9.100000
## 5296                13.0                 49.0 3.18      0.65 11.000000
## 5297                13.0                 49.0 3.18      0.65 11.000000
## 5298                 9.0                 42.0 3.10      0.55  9.400000
## 5300                20.0                 38.0 3.29      0.47 10.800000
## 5301                19.0                 64.0 3.10      0.61 10.500000
## 5302                10.0                 41.0 3.15      0.63 10.500000
## 5303                15.0                 27.0 3.26      0.61  9.100000
## 5304                11.0                 25.0 3.36      0.76 10.100000
## 5305                 9.0                 28.0 3.24      0.65 10.800000
## 5306                12.0                 30.0 3.18      0.63 10.800000
## 5309                26.0                 86.0 3.38      0.62  9.500000
## 5310                23.0                 78.0 3.38      0.62  9.500000
## 5311                15.0                 77.0 3.27      0.64  9.300000
## 5312                 6.0                 19.0 3.27      0.82 11.700000
## 5313                24.0                122.0 3.26      0.61  9.500000
## 5315                 6.0                 20.0 3.26      0.66 11.700000
## 5316                34.0                124.0 3.44      0.48 10.500000
## 5317                 7.0                 20.0 3.24      0.76 10.400000
## 5318                34.0                 52.0 3.62      0.68  9.900000
## 5319                35.0                 67.0 3.28      0.73 11.800000
## 5322                 6.0                 24.0 3.15      0.90 11.000000
## 5325                19.0                 48.0 3.49      0.49 11.400000
## 5326                 6.0                 32.0 3.26      0.56 10.600000
## 5327                 9.0                 30.0 3.24      0.60  9.300000
## 5329                 6.0                 24.0 3.15      0.90 11.000000
## 5330                21.0                 66.0 3.25      0.56  9.200000
## 5333                22.0                 54.0 3.15      0.89  9.900000
## 5335                38.0                 62.0 3.26      0.56 10.200000
## 5336                 6.0                 22.0 3.17      0.66 11.200000
## 5337                22.0                 54.0 3.15      0.89  9.900000
## 5338                 7.0                 50.0 3.08      0.60  9.300000
## 5340                 7.0                 27.0 3.06      0.68 11.300000
## 5342                11.0                 19.0 3.23      0.63 11.600000
## 5343                 5.0                 27.0 3.57      0.84 12.500000
## 5344                 6.0                 31.0 3.23      0.56 10.100000
## 5345                31.0                 72.0 3.10      0.73 10.500000
## 5346                 6.0                 16.0 3.22      0.72 11.200000
## 5347                 7.0                 27.0 3.20      0.56 10.200000
## 5348                17.0                 35.0 3.10      0.61 10.800000
## 5349                17.0                 35.0 3.10      0.61 10.800000
## 5351                18.0                 35.0 3.44      0.63 10.000000
## 5353                21.0                 67.0 3.50      0.63 11.100000
## 5355                 5.0                 22.0 3.37      0.58 10.300000
## 5356                29.0                 65.0 3.28      0.58  9.600000
## 5359                14.0                 23.0 3.35      0.61 11.300000
## 5360                 6.0                 19.0 3.26      0.61  9.300000
## 5361                10.0                 25.0 3.18      0.61 11.800000
## 5363                 5.0                 15.0 2.98      0.70  9.200000
## 5364                10.0                 26.0 3.48      0.91  9.700000
## 5365                21.0                 51.0 3.16      0.72 11.500000
## 5367                 6.0                 21.0 3.17      0.62  9.200000
## 5370                25.0                 52.0 3.20      0.71 11.400000
## 5372                 5.0                 14.0 3.26      0.79 10.600000
## 5373                10.0                 24.0 3.20      0.89  9.400000
## 5374                 5.0                 28.0 3.14      0.60 10.200000
## 5375                 6.0                 16.0 3.28      0.70  9.700000
## 5377                 5.0                 28.0 3.14      0.60 10.200000
## 5378                 6.0                 31.0 3.19      0.70 10.100000
## 5380                 6.0                 17.0 3.15      0.92 11.700000
## 5384                 6.0                 17.0 3.17      0.47 10.000000
## 5385                 6.0                 17.0 3.17      0.47 10.000000
## 5386                 5.0                 14.0 3.17      0.42 10.000000
## 5388                10.0                 26.0 3.34      0.75 10.200000
## 5389                24.0                 56.0 3.31      0.67 10.600000
## 5390                12.0                 25.0 3.34      0.79 13.300000
## 5391                13.0                 27.0 3.32      0.90 13.400000
## 5393                28.0                 91.0 3.44      0.55 12.100000
## 5394                 5.0                 16.0 3.15      0.65 11.000000
## 5395                14.0                 38.0 3.43      0.65  9.000000
## 5396                43.0                113.0 3.32      0.79 11.100000
## 5397                 5.0                 16.0 3.15      0.65 11.000000
## 5399                14.0                 38.0 3.43      0.65  9.000000
## 5402                 6.0                 24.0 3.18      1.04 10.900000
## 5404                10.0                 26.0 3.16      0.78 12.500000
## 5405                 6.0                 21.0 3.25      1.02 10.800000
## 5406                 6.0                 13.0 3.17      0.71  9.500000
## 5407                26.0                 62.0 3.18      0.63 10.200000
## 5410                26.0                 62.0 3.18      0.63 10.200000
## 5411                15.0                 49.0 3.03      0.81  9.700000
## 5412                 6.0                 15.0 3.09      0.66 11.800000
## 5413                 6.0                 15.0 3.09      0.66 11.800000
## 5417                11.0                 32.0 3.22      0.68 11.700000
## 5418                39.0                106.0 3.36      0.78 11.000000
## 5419                15.0                 33.0 3.42      0.90 10.000000
## 5420                16.0                 43.0 3.48      0.64  9.100000
## 5421                47.0                133.0 3.38      0.99  9.800000
## 5422                38.0                142.0 3.22      0.55  9.400000
## 5423                23.0                116.0 3.23      0.64  9.500000
## 5424                29.0                 53.0 3.24      0.67  9.900000
## 5425                39.0                106.0 3.36      0.78 11.000000
## 5426                33.0                 85.0 3.39      0.77 11.400000
## 5427                32.0                 55.0 3.34      0.75  8.700000
## 5428                 6.0                 33.0 3.09      0.57  9.400000
## 5429                 1.0                 28.0 3.41      0.87 10.300000
## 5430                12.0                 42.0 3.16      0.61 10.300000
## 5431                12.0                 42.0 3.16      0.61 10.300000
## 5433                13.0                 32.0 3.28      0.56 10.000000
## 5434                 1.0                 28.0 3.41      0.87 10.300000
## 5435                 6.0                 33.0 3.09      0.57  9.400000
## 5436                 5.0                 13.0 3.37      0.77 10.700000
## 5439                20.0                 47.0 3.26      0.67  9.600000
## 5440                 5.0                 17.0 3.21      0.73 11.000000
## 5441                 5.0                 20.0 3.12      0.59  9.900000
## 5442                16.0                 53.0 3.06      0.72 11.000000
## 5444                38.0                106.0 3.08      0.59  9.100000
## 5445                10.0                 28.0 3.45      0.78  9.500000
## 5446                 6.0                 21.0 3.26      0.86 10.700000
## 5447                27.0                 69.0 3.12      0.75 10.400000
## 5448                 6.0                 25.0 3.27      0.61  9.400000
## 5449                 9.0                 25.0 3.33      0.56  9.500000
## 5450                14.0                 45.0 3.19      0.73 10.000000
## 5451                14.0                 44.0 3.12      0.74 10.000000
## 5460                26.0                121.0 3.23      0.58  9.200000
## 5461                41.0                110.0 3.08      0.61  9.200000
## 5462                25.0                 60.0 3.31      0.61 10.100000
## 5468                19.0                 42.0 3.57      0.57 11.700000
## 5469                10.0                 37.0 3.32      0.91 11.000000
## 5470                19.0                 42.0 3.57      0.57 11.700000
## 5471                10.0                 28.0 3.14      0.61 10.400000
## 5472                14.0                 47.0 3.30      0.56  9.600000
## 5473                20.0                 78.0 3.19      0.70 10.000000
## 5475                 6.0                 14.0 3.34      0.52 10.000000
## 5476                18.0                111.0 3.30      0.60  9.500000
## 5477                17.0                110.0 3.29      0.60  9.800000
## 5478                18.0                 40.0 3.14      0.51  9.800000
## 5481                 5.0                 15.0 3.19      0.43  9.200000
## 5482                10.0                 21.0 2.98      0.66  9.900000
## 5484                 8.0                 38.0 3.47      0.66  9.600000
## 5485                16.0                 47.0 3.12      1.02 10.600000
## 5486                18.0                102.0 3.26      0.59  9.300000
## 5488                 5.0                 13.0 3.05      0.74 10.500000
## 5489                21.0                 75.0 3.35      0.57  9.700000
## 5490                23.0                149.0 3.12      0.50 11.500000
## 5491                21.0                 75.0 3.35      0.57  9.700000
## 5492                 9.0                 43.0 3.29      0.58  9.000000
## 5493                20.0                 38.0 3.40      0.53  9.500000
## 5494                30.0                109.0 3.27      0.57  9.300000
## 5497                 5.0                 30.0 3.20      0.48  9.800000
## 5499                 7.0                 23.0 3.26      0.47 10.000000
## 5501                 6.0                 14.0 3.30      0.52  9.300000
## 5503                14.0                 63.0 3.17      0.62  9.100000
## 5504                 6.0                 24.0 3.31      0.59  9.200000
## 5505                10.0                 20.0 3.34      0.79 12.200000
## 5506                26.0                 52.0 3.31      0.53 10.500000
## 5509                25.0                 57.0 3.39      0.54  9.200000
## 5511                18.0                 29.0 3.32      0.60 10.000000
## 5512                10.0                 29.0 3.26      0.74  9.800000
## 5514                28.0                 71.0 3.50      0.57  9.700000
## 5515                28.0                 71.0 3.50      0.57  9.700000
## 5516                14.0                 28.0 3.03      0.93  9.800000
## 5517                 4.0                 17.0 3.13      0.70 10.200000
## 5518                 6.0                 16.0 3.09      0.80  9.300000
## 5519                16.0                112.0 3.27      0.61  9.400000
## 5520                14.0                104.0 3.28      0.62  9.400000
## 5521                 9.0                 32.0 3.13      0.55  9.500000
## 5522                21.0                 45.0 3.49      0.96 12.100000
## 5523                21.0                 58.0 3.46      0.72 10.200000
## 5524                21.0                 58.0 3.46      0.72 10.200000
## 5525                 5.0                 15.0 3.36      0.49  9.100000
## 5526                 5.0                 15.0 3.36      0.49  9.100000
## 5527                 7.0                 31.0 3.27      0.60  9.300000
## 5528                20.0                 84.0 3.21      0.61  9.300000
## 5529                 7.0                 31.0 3.27      0.60  9.300000
## 5530                 5.0                 19.0 3.25      0.63  9.500000
## 5531                21.0                 43.0 3.32      0.57 10.500000
## 5533                46.0                102.0 3.27      0.58  9.500000
## 5537                 7.0                 23.0 3.35      0.65 10.200000
## 5539                16.0                 40.0 3.39      0.62  9.400000
## 5540                21.0                 68.0 3.46      0.63  9.500000
## 5541                16.0                 40.0 3.39      0.62  9.400000
## 5542                21.0                 68.0 3.46      0.63  9.500000
## 5543                16.0                 40.0 3.39      0.62  9.400000
## 5544                 5.0                 11.0 3.37      0.69 10.100000
## 5545                 6.0                 20.0 3.40      0.63 10.100000
## 5546                 5.0                 14.0 3.32      0.58 11.000000
## 5547                10.0                 28.0 3.33      0.67 11.200000
## 5548                24.0                148.0 3.16      0.57 11.300000
## 5549                 8.0                 32.0 2.89      0.50  9.600000
## 5553                 7.0                 29.0 3.08      0.46  9.500000
## 5554                20.0                 53.0 3.14      0.61  9.400000
## 5555                 8.0                 32.0 2.89      0.50  9.600000
## 5556                23.0                 42.0 2.92      0.68 10.500000
## 5557                 5.0                 20.0 3.32      0.81  9.600000
## 5558                 5.0                 13.0 3.41      0.57 11.000000
## 5559                 5.0                 20.0 3.32      0.81  9.600000
## 5560                15.0                 42.0 3.31      0.64  9.000000
## 5561                 9.0                 27.0 3.36      0.70  9.600000
## 5562                 5.0                 13.0 3.04      0.79 10.200000
## 5563                15.0                 54.0 3.03      0.66 10.200000
## 5564                25.0                 48.0 3.14      0.56  9.700000
## 5566                 6.0                 15.0 2.94      0.66  9.200000
## 5567                15.0                 31.0 3.15      0.57 11.000000
## 5568                 6.0                 15.0 2.94      0.66  9.200000
## 5569                30.0                 45.0 3.26      0.58 10.000000
## 5570                 5.0                 13.0 3.20      0.52  9.500000
## 5572                 5.0                 13.0 3.20      0.52  9.500000
## 5573                 7.0                 17.0 3.08      0.67  9.300000
## 5574                12.0                 31.0 3.26      0.65 10.200000
## 5575                 7.0                 17.0 3.08      0.67  9.300000
## 5576                12.0                 31.0 3.40      0.48  9.900000
## 5577                45.0                 87.0 3.48      0.53 10.000000
## 5578                20.0                 49.0 3.13      0.54  9.600000
## 5580                16.0                 29.0 3.21      0.49 10.200000
## 5581                32.0                 58.0 3.33      0.54  9.800000
## 5582                 5.0                 15.0 3.37      0.56 11.300000
## 5584                 5.0                 15.0 3.37      0.56 11.300000
## 5585                13.0                 40.0 3.44      0.60  9.100000
## 5586                13.0                 38.0 3.28      0.59  9.700000
## 5587                 4.0                  9.0 3.40      0.47  9.400000
## 5592                21.0                122.0 3.32      0.62  9.400000
## 5593                24.0                125.0 3.31      0.61  9.400000
## 5595                 8.0                 25.0 3.47      0.67  9.500000
## 5596                 8.0                 25.0 3.47      0.67  9.500000
## 5597                18.0                 72.0 3.31      0.53  9.700000
## 5598                 5.0                 19.0 3.11      0.62 10.800000
## 5600                 8.0                 25.0 3.47      0.67  9.500000
## 5601                 9.0                 23.0 3.47      0.67  9.400000
## 5602                22.0                 84.0 3.32      0.70  9.600000
## 5603                 4.0                 14.0 3.29      0.54  9.700000
## 5605                10.0                 19.0 3.40      0.47 10.000000
## 5606                16.0                 37.0 3.37      0.51 10.500000
## 5607                11.0                 35.0 3.34      0.61 11.600000
## 5608                13.0                 33.0 3.27      0.66 10.000000
## 5610                16.0                112.0 3.38      0.61  9.500000
## 5611                13.0                 33.0 3.36      0.45  9.400000
## 5612                10.0                 48.0 3.34      0.46  9.400000
## 5613                21.0                 77.0 3.28      0.51  9.800000
## 5614                13.0                 34.0 3.29      0.48  9.200000
## 5615                10.0                 48.0 3.34      0.46  9.400000
## 5616                12.0                 49.0 3.21      0.57 10.000000
## 5617                10.0                 22.0 3.22      0.44  9.600000
## 5618                17.0                 45.0 3.46      0.54  9.500000
## 5619                10.0                 22.0 3.22      0.44  9.600000
## 5620                35.0                106.0 3.10      0.53  9.200000
## 5621                15.0                 48.0 3.21      0.59 10.000000
## 5624                 5.0                 13.0 3.29      0.55 10.400000
## 5626                 4.0                 11.0 3.46      0.68  9.500000
## 5627                 4.0                 11.0 3.46      0.68  9.500000
## 5631                10.0                 19.0 3.39      0.47  9.600000
## 5632                16.0                 72.0 3.55      0.60  9.500000
## 5633                 9.0                 39.0 3.48      0.62  9.300000
## 5634                11.0                 22.0 3.26      0.50  9.500000
## 5635                11.0                 22.0 3.26      0.50  9.500000
## 5636                19.0                 58.0 3.50      0.65  9.300000
## 5637                28.0                104.0 3.10      0.56  9.200000
## 5638                19.0                 38.0 3.35      0.60  9.300000
## 5639                12.0                 16.0 3.45      0.68 11.500000
## 5640                28.0                139.0 3.21      0.57  9.500000
## 5641                 9.0                 18.0 3.46      0.65  9.200000
## 5642                25.0                101.0 3.13      0.53 10.000000
## 5643                21.0                101.0 3.13      0.51  9.500000
## 5644                12.0                 28.0 3.52      0.73  9.500000
## 5645                12.0                 57.0 3.30      0.47  9.000000
## 5646                16.0                 68.0 3.30      0.48  9.400000
## 5647                12.0                 31.0 3.52      0.72  9.600000
## 5648                12.0                 28.0 3.52      0.73  9.500000
## 5649                17.0                 40.0 3.29      0.55  9.500000
## 5650                17.0                 40.0 3.29      0.55  9.500000
## 5651                24.0                 66.0 3.39      0.61  9.400000
## 5652                17.0                 40.0 3.29      0.55  9.500000
## 5656                10.0                 31.0 3.25      0.50  9.800000
## 5657                10.0                 31.0 3.25      0.50  9.800000
## 5658                33.0                 88.0 3.19      0.52  9.200000
## 5659                 9.0                104.0 3.23      0.57  9.700000
## 5660                 5.0                 35.0 3.25      0.42  9.600000
## 5661                 8.0                 19.0 3.31      0.53 10.000000
## 5662                 5.0                 35.0 3.25      0.42  9.600000
## 5663                11.0                 44.0 3.31      0.55  9.500000
## 5664                12.0                 48.0 3.31      0.54  9.500000
## 5665                12.0                 74.0 3.14      0.54  9.400000
## 5666                13.0                 98.0 3.45      0.62  9.500000
## 5667                24.0                 94.0 3.55      0.53  9.700000
## 5668                 7.0                 32.0 3.39      0.54  9.600000
## 5669                24.0                 94.0 3.55      0.53  9.700000
## 5670                23.0                143.0 3.28      0.55  9.400000
## 5671                23.0                144.0 3.27      0.55  9.400000
## 5672                 1.0                 44.0 3.30      0.92  9.500000
## 5673                 2.0                 45.0 3.31      0.91  9.500000
## 5677                 7.0                 34.0 3.36      0.61 10.500000
## 5678                21.0                 92.0 3.50      0.60  9.800000
## 5680                 9.0                 37.0 3.66      0.65  9.800000
## 5681                26.0                 96.0 3.36      0.53 10.000000
## 5682                 9.0                 37.0 3.66      0.65  9.800000
## 5683                20.0                 85.0 3.55      0.59  9.800000
## 5684                11.0                 61.0 3.21      0.50  9.500000
## 5685                11.0                 61.0 3.21      0.50  9.500000
## 5686                19.0                 58.0 3.18      0.56 10.100000
## 5687                19.0                 58.0 3.18      0.56 10.100000
## 5688                21.0                119.0 3.09      0.52  9.300000
## 5689                18.0                 82.0 3.33      0.68  9.700000
## 5690                25.0                130.0 3.23      0.54  9.600000
## 5691                17.0                 87.0 3.48      0.60  9.700000
## 5692                 7.0                 13.0 3.38      0.56 10.800000
## 5693                 7.0                 26.0 3.17      0.53 12.500000
## 5695                24.0                 64.0 3.10      0.74  9.600000
## 5696                21.0                 42.0 3.24      0.81 10.800000
## 5697                 5.0                 14.0 3.29      0.52 10.700000
## 5698                 5.0                 14.0 3.29      0.52 10.700000
## 5699                26.0                108.0 3.25      0.51  9.400000
## 5700                 8.0                 17.0 3.23      0.44 10.000000
## 5702                14.0                 46.0 3.24      0.66  9.600000
## 5703                 4.0                 18.0 3.26      0.57  9.900000
## 5704                 4.0                 10.0 3.33      0.70 12.800000
## 5705                 4.0                 10.0 3.27      0.71 12.500000
## 5706                 4.0                 10.0 3.33      0.70 12.800000
## 5707                 4.0                 12.0 3.26      0.86  9.200000
## 5708                 4.0                 15.0 3.22      0.55 10.300000
## 5709                 4.0                 14.0 3.30      0.47 10.500000
## 5711                20.0                 38.0 3.24      0.71 10.800000
## 5712                 4.0                  7.0 3.44      0.58 11.400000
## 5714                20.0                 38.0 3.24      0.71 10.800000
## 5715                 8.0                 30.0 3.23      0.58 10.500000
## 5716                19.0                 27.0 3.28      0.73 11.900000
## 5717                21.0                 47.0 3.29      0.45  9.400000
## 5718                 9.0                 59.0 3.28      0.54  9.600000
## 5719                 9.0                 22.0 3.34      0.60  9.700000
## 5721                15.0                 36.0 3.61      0.64  9.800000
## 5722                15.0                 36.0 3.61      0.64  9.800000
## 5723                 6.0                 16.0 3.24      0.53 10.300000
## 5724                15.0                 37.0 3.36      0.49 10.700000
## 5725                 4.0                  8.0 3.40      0.64 11.000000
## 5726                15.0                 37.0 3.36      0.49 10.700000
## 5727                34.0                 45.0 3.46      0.74 12.700000
## 5728                16.0                 24.0 3.56      0.77 11.100000
## 5729                 5.0                  9.0 3.38      0.55 10.900000
## 5730                16.0                 24.0 3.56      0.77 11.100000
## 5731                34.0                 48.0 3.38      0.86  9.900000
## 5733                16.0                 23.0 3.32      0.47  9.400000
## 5734                27.0                 55.0 3.39      0.51  9.300000
## 5735                36.0                100.0 3.26      0.39 11.700000
## 5736                36.0                100.0 3.26      0.39 11.700000
## 5737                 9.0                 28.0 3.24      0.83 11.200000
## 5738                13.0                 26.0 3.46      0.47 10.000000
## 5739                 9.0                 34.0 3.24      0.77 12.100000
## 5740                21.0                 31.0 3.45      0.63 10.300000
## 5741                34.0                 68.0 3.23      0.72 10.900000
## 5742                 9.0                 92.0 3.28      0.62  9.400000
## 5743                26.0                 42.0 3.18      0.83 10.600000
## 5744                14.0                 31.0 3.59      0.66  9.800000
## 5745                14.0                 31.0 3.59      0.66  9.800000
## 5746                12.0                 39.0 3.50      0.70  9.900000
## 5747                14.0                 31.0 3.59      0.66  9.800000
## 5748                12.0                 32.0 3.58      0.66  9.800000
## 5749                 9.0                 22.0 3.28      0.55  9.500000
## 5750                 9.0                 22.0 3.28      0.55  9.500000
## 5751                26.0                122.0 3.22      1.07  9.700000
## 5752                41.0                 55.0 3.47      0.73 10.900000
## 5753                41.0                 55.0 3.47      0.73 10.900000
## 5754                10.0                 14.0 3.51      0.71 11.700000
## 5755                41.0                 55.0 3.47      0.73 10.900000
## 5756                16.0                 47.0 3.40      0.78 11.300000
## 5757                17.0                 32.0 3.15      0.67 10.600000
## 5758                15.0                 24.0 3.40      0.82 11.200000
## 5759                15.0                 85.0 3.51      0.54  9.500000
## 5761                 7.0                 25.0 3.24      0.44 10.400000
## 5762                17.0                 84.0 3.51      0.53  9.700000
## 5763                15.0                 85.0 3.51      0.54  9.500000
## 5764                16.0                 86.0 3.51      0.54  9.700000
## 5765                13.0                 24.0 3.41      0.83 11.300000
## 5766                13.0                 22.0 3.40      0.84 11.200000
## 5767                15.0                 24.0 3.40      0.82 11.200000
## 5768                27.0                 43.0 3.44      0.64 10.900000
## 5769                31.0                 43.0 3.41      0.57 11.800000
## 5770                36.0                 46.0 3.53      0.57 10.600000
## 5771                28.0                 48.0 3.43      0.54 10.000000
## 5772                 6.0                 10.0 3.23      0.58 11.100000
## 5773                 6.0                 10.0 3.12      0.65 11.800000
## 5774                 7.0                 16.0 3.31      0.79 11.800000
## 5775                 7.0                 14.0 3.40      0.58 10.900000
## 5776                31.0                 43.0 3.41      0.57 11.800000
## 5777                30.0                 69.0 3.22      0.50 10.000000
## 5778                18.0                 88.0 3.53      0.55  9.500000
## 5779                10.0                 21.0 3.15      0.49  9.900000
## 5780                30.0                 35.0 3.48      0.65 11.400000
## 5782                18.0                 88.0 3.53      0.55  9.500000
## 5783                30.0                 69.0 3.22      0.50 10.000000
## 5784                 9.0                 30.0 3.34      0.64 10.500000
## 5785                 8.0                 28.0 3.33      0.65 10.400000
## 5786                29.0                 56.0 3.15      0.79 12.100000
## 5787                32.0                 64.0 3.43      0.56 11.200000
## 5789                30.0                 52.0 3.44      0.58 10.100000
## 5790                16.0                 86.0 3.53      0.57  9.700000
## 5791                10.0                 18.0 3.22      0.65  9.300000
## 5792                16.0                 86.0 3.53      0.57  9.700000
## 5793                17.0                 88.0 3.53      0.58  9.800000
## 5794                27.0                 43.0 3.42      0.58 10.700000
## 5795                17.0                 43.0 3.31      0.77 12.500000
## 5796                27.0                 43.0 3.42      0.58 10.700000
## 5797                17.0                 43.0 3.31      0.77 12.500000
## 5799                10.0                 39.0 3.40      0.69 11.800000
## 5800                16.0                 33.0 3.58      0.69 10.800000
## 5801                16.0                 33.0 3.58      0.69 10.800000
## 5802                11.0                 18.0 3.41      0.59 10.800000
## 5803                11.0                 18.0 3.41      0.59 10.800000
## 5804                15.0                115.0 3.23      0.59  9.500000
## 5805                12.0                 78.0 3.39      0.71 11.000000
## 5806                 6.0                  9.0 3.59      0.54 11.500000
## 5807                34.0                 61.0 3.43      0.59 10.800000
## 5808                 7.0                 11.0 3.29      0.52 11.500000
## 5810                 3.0                  9.0 3.18      0.60 10.900000
## 5811                 4.0                  8.0 3.33      0.62 12.200000
## 5812                 3.0                 10.0 3.27      0.64 12.200000
## 5813                 7.0                 11.0 3.29      0.52 11.500000
## 5814                 3.0                  6.0 3.27      0.67 11.900000
## 5816                26.0                 45.0 3.38      0.64 10.100000
## 5817                32.0                 79.0 3.30      0.72 11.000000
## 5818                38.0                 46.0 3.38      0.89 11.800000
## 5819                10.0                 23.0 3.24      0.56 10.500000
## 5820                32.0                 79.0 3.30      0.72 11.000000
## 5821                38.0                 46.0 3.38      0.89 11.800000
## 5822                26.0                 45.0 3.38      0.64 10.100000
## 5823                14.0                 28.0 3.18      0.80 11.200000
## 5824                53.0                 77.0 3.47      0.87 11.000000
## 5826                11.0                 75.0 3.20      0.59  9.200000
## 5827                14.0                 28.0 3.18      0.80 11.200000
## 5828                10.0                 19.0 3.30      0.73 12.000000
## 5829                 8.0                 25.0 3.69      0.73 10.500000
## 5830                13.0                 38.0 3.48      0.65  9.800000
## 5831                29.0                 66.0 3.45      0.59  9.500000
## 5832                13.0                 38.0 3.48      0.65  9.800000
## 5833                 8.0                 25.0 3.69      0.73 10.500000
## 5834                19.0                 72.0 3.39      0.72 11.800000
## 5835                19.0                 72.0 3.39      0.72 11.800000
## 5836                 6.0                 26.0 3.07      0.60 10.400000
## 5837                23.0                 42.0 3.34      0.72 12.900000
## 5838                 7.0                 11.0 3.61      0.54 11.400000
## 5839                13.0                 25.0 3.36      0.76 12.400000
## 5840                 9.0                 17.0 3.19      0.52 12.500000
## 5841                13.0                 52.0 3.22      0.64 10.000000
## 5842                10.0                 45.0 3.24      0.60  9.700000
## 5843                11.0                 24.0 3.27      0.64 12.100000
## 5844                 7.0                 20.0 3.14      0.79 11.100000
## 5845                11.0                 24.0 3.29      0.99 12.000000
## 5846                 6.0                 12.0 3.26      0.62 12.400000
## 5847                10.0                 21.0 3.41      0.76 11.900000
## 5848                10.0                 21.0 3.41      0.76 11.900000
## 5849                10.0                 21.0 3.41      0.76 11.900000
## 5850                 6.0                 12.0 3.26      0.62 12.400000
## 5851                 6.0                 10.0 3.31      0.68 11.200000
## 5852                 5.0                  9.0 3.20      0.69 12.100000
## 5853                 6.0                 11.0 3.44      0.54 12.200000
## 5854                 9.0                 23.0 3.36      0.67 10.400000
## 5855                 5.0                 10.0 3.31      0.62 11.300000
## 5856                12.0                 51.0 3.29      0.58 11.100000
## 5857                25.0                 36.0 3.47      0.71 11.300000
## 5858                12.0                 32.0 3.36      0.61 10.000000
## 5859                18.0                 38.0 3.16      0.85 11.100000
## 5860                 7.0                 18.0 3.27      0.62  9.300000
## 5861                 6.0                 16.0 3.38      0.69  9.500000
## 5862                20.0                 27.0 3.15      0.69 11.200000
## 5863                18.0                 38.0 3.16      0.85 11.100000
## 5864                24.0                 48.0 3.34      0.86 11.000000
## 5865                 6.0                 10.0 3.13      0.58 11.900000
## 5866                23.0                113.0 3.13      0.48  9.200000
## 5867                29.0                 46.0 3.20      0.60 12.200000
## 5868                 7.0                 22.0 3.46      0.61 10.200000
## 5869                 6.0                 10.0 3.33      0.87 10.900000
## 5870                 6.0                 10.0 3.33      0.87 10.900000
## 5871                 6.0                 13.0 3.22      0.65 11.600000
## 5872                 6.0                 12.0 3.52      0.63 10.700000
## 5873                 7.0                 13.0 3.30      0.62 12.100000
## 5874                35.0                 72.0 3.44      0.52  9.400000
## 5875                35.0                 72.0 3.44      0.52  9.400000
## 5876                31.0                119.0 3.15      0.50  9.100000
## 5877                 9.0                 29.0 3.28      0.49 11.300000
## 5879                 8.0                 17.0 3.32      0.71 10.500000
## 5880                13.0                 28.0 3.25      0.62 10.000000
## 5882                 8.0                 17.0 3.32      0.71 10.500000
## 5884                 7.0                 11.0 3.45      0.58 11.300000
## 5885                 3.0                  7.0 3.19      0.55 11.400000
## 5886                35.0                 70.0 3.44      0.50  9.400000
## 5887                19.0                 27.0 3.16      0.49  9.400000
## 5888                14.0                 21.0 3.14      0.51 10.900000
## 5889                19.0                 27.0 3.16      0.49  9.400000
## 5890                31.0                 68.0 3.45      0.48  9.400000
## 5891                30.0                 47.0 3.36      0.48  9.400000
## 5892                31.0                 68.0 3.45      0.48  9.400000
## 5893                20.0                 88.0 3.15      0.43  9.400000
## 5894                19.0                 41.0 3.39      0.62 10.100000
## 5895                 3.0                 11.0 3.71      0.63 12.800000
## 5896                 3.0                 11.0 3.71      0.63 12.800000
## 5898                 7.0                 12.0 3.47      0.53 12.900000
## 5899                 6.0                 12.0 3.44      0.72 11.500000
## 5900                31.0                 47.0 3.26      0.82 10.600000
## 5901                13.0                 27.0 3.26      0.84 11.700000
## 5902                 4.0                  8.0 3.36      0.55 12.800000
## 5903                27.0                 45.0 3.25      0.54 10.300000
## 5904                 4.0                  8.0 3.36      0.55 12.800000
## 5905                13.0                 27.0 3.26      0.84 11.700000
## 5906                12.0                 25.0 3.26      0.84 11.700000
## 5907                12.0                 24.0 3.23      0.70 12.000000
## 5908                26.0                 55.0 3.18      0.68 10.900000
## 5909                 7.0                 12.0 3.25      0.55 12.300000
## 5910                12.0                 19.0 3.17      0.55 10.400000
## 5912                22.0                 31.0 3.38      0.58 10.000000
## 5913                 3.0                  7.0 3.22      0.58 11.200000
## 5914                14.0                 27.0 3.06      0.84 11.400000
## 5915                12.0                 28.0 3.27      0.75 12.600000
## 5916                36.0                109.0 2.89      0.44 12.700000
## 5917                36.0                109.0 2.89      0.44 12.700000
## 5918                10.0                 23.0 3.53      0.61 10.400000
## 5921                 4.0                  9.0 3.35      0.54 10.500000
## 5922                 3.0                  9.0 3.27      0.55 12.300000
## 5923                12.0                 18.0 3.32      0.56 10.500000
## 5924                17.0                 43.0 3.33      0.60 10.400000
## 5925                14.0                 36.0 3.41      0.56 12.600000
## 5926                28.0                 52.0 3.49      0.52 11.600000
## 5927                41.0                 68.0 3.37      0.54 10.100000
## 5928                12.0                 18.0 3.32      0.56 10.500000
## 5929                 9.0                 14.0 3.42      0.55 11.500000
## 5930                 9.0                 15.0 3.35      0.58 11.000000
## 5931                 5.0                 14.0 3.36      0.53  9.600000
## 5932                14.0                 27.0 3.30      0.59 10.400000
## 5933                15.0                 48.0 3.20      0.47  9.700000
## 5934                 5.0                 17.0 3.17      0.65 10.600000
## 5935                26.0                 35.0 3.22      0.59 12.500000
## 5936                20.0                 56.0 3.35      0.56  9.200000
## 5937                25.0                 42.0 3.24      0.77 12.600000
## 5938                21.0                 39.0 3.33      0.83 11.100000
## 5939                16.0                 32.0 3.58      0.67 10.200000
## 5940                13.0                 26.0 3.38      0.64  9.800000
## 5941                21.0                 39.0 3.33      0.83 11.100000
## 5942                18.0                 39.0 3.29      0.81 10.900000
## 5943                12.0                 53.0 3.36      0.62 12.200000
## 5944                32.0                 38.0 3.32      0.58 11.400000
## 5945                33.0                 45.0 3.31      0.62 10.700000
## 5946                27.0                 51.0 3.49      0.64 10.400000
## 5947                 3.0                 14.0 3.27      0.78 10.900000
## 5948                 6.0                 17.0 3.27      0.77 10.800000
## 5949                27.0                 51.0 3.49      0.64 10.400000
## 5951                19.0                 25.0 3.56      0.55 12.900000
## 5952                 9.0                 20.0 3.38      0.77 12.700000
## 5953                 5.0                 77.0 3.13      0.62  9.100000
## 5954                 5.0                 77.0 3.13      0.62  9.100000
## 5955                 3.0                 10.0 3.21      0.59 12.100000
## 5956                28.0                 90.0 3.15      0.57  9.100000
## 5957                30.0                 52.0 3.19      0.76 11.600000
## 5958                 3.0                 10.0 3.21      0.59 12.100000
## 5959                 3.0                  8.0 3.14      0.70  9.900000
## 5960                 7.0                 16.0 3.21      0.69 12.500000
## 5961                 6.0                 15.0 3.30      0.64 11.400000
## 5962                 6.0                 17.0 3.22      0.63 11.800000
## 5963                 5.0                 10.0 3.28      0.57 11.800000
## 5964                 6.0                 20.0 3.29      0.60 10.200000
## 5965                13.0                 26.0 3.40      0.72 12.500000
## 5966                 3.0                 10.0 3.02      0.83 10.900000
## 5967                 3.0                 10.0 3.02      0.83 10.900000
## 5968                28.0                 52.0 3.31      0.62 10.800000
## 5969                19.0                 37.0 3.18      0.89 11.100000
## 5970                30.0                 92.0 3.20      0.58  9.200000
## 5971                33.0                 75.0 3.40      0.58  9.500000
## 5972                16.0                 37.0 3.31      0.58 10.700000
## 5973                30.0                 92.0 3.20      0.58  9.200000
## 5974                45.0                 67.0 3.44      0.86 10.200000
## 5975                 3.0                  8.0 3.15      0.73 11.400000
## 5976                 3.0                  8.0 3.27      0.58 11.000000
## 5977                 3.0                  8.0 3.27      0.58 11.000000
## 5979                 3.0                  8.0 3.16      0.51 11.800000
## 5981                31.0                 70.0 3.42      0.59  9.500000
## 5982                32.0                 59.0 3.33      0.77 12.000000
## 5983                31.0                 70.0 3.42      0.59  9.500000
## 5984                40.0                 64.0 3.12      0.49  9.600000
## 5985                 3.0                  9.0 3.38      0.66 11.600000
## 5986                18.0                 30.0 3.29      0.69 11.200000
## 5987                22.0                 41.0 3.02      0.76  9.900000
## 5988                22.0                 41.0 3.02      0.76  9.900000
## 5989                42.0                 74.0 2.98      0.63 11.800000
## 5990                 8.0                 19.0 3.35      0.60 11.400000
## 5991                10.0                 16.0 3.43      0.59 11.500000
## 5992                11.0                 31.0 3.33      0.86 12.000000
## 5993                 9.0                 17.0 3.35      0.49 10.800000
## 5994                 6.0                 20.0 3.15      0.50 10.500000
## 5995                 9.0                 17.0 3.35      0.49 10.800000
## 5996                 5.0                 18.0 3.20      0.52  9.400000
## 5998                 5.0                 18.0 3.20      0.52  9.400000
## 5999                23.0                 36.0 3.11      0.78 12.400000
## 6000                14.0                 25.0 3.35      0.63 12.000000
## 6001                18.0                 30.0 3.45      0.54 11.200000
## 6002                14.0                 25.0 3.35      0.63 12.000000
## 6003                16.0                 25.0 3.28      0.66 12.400000
## 6004                13.0                 49.0 3.41      0.60 12.800000
## 6005                 9.0                 17.0 3.21      0.54 12.300000
## 6006                10.0                 24.0 3.27      0.85 11.700000
## 6007                 4.0                 13.0 3.36      0.49  9.500000
## 6008                27.0                 66.0 3.17      0.76 10.800000
## 6009                 6.0                 14.0 3.25      0.64 10.000000
## 6011                 6.0                 35.0 3.29      0.71 11.000000
## 6012                 3.0                 10.0 3.12      0.59  9.500000
## 6013                29.0                 80.0 3.49      0.66 13.600000
## 6014                15.0                 21.0 3.38      0.60 11.300000
## 6015                15.0                 21.0 3.38      0.60 11.300000
## 6016                15.0                 21.0 3.38      0.60 11.300000
## 6017                14.0                 24.0 3.30      0.53 13.300000
## 6018                 7.0                 15.0 3.52      0.58 12.900000
## 6019                 8.0                 17.0 3.20      0.72 13.100000
## 6020                21.0                 28.0 3.44      0.55 12.300000
## 6021                27.0                 33.0 3.45      0.48 12.300000
## 6022                17.0                 29.0 3.12      0.65 11.200000
## 6023                 3.0                 13.0 3.62      0.62 11.500000
## 6024                13.0                 27.0 3.14      0.59 11.300000
## 6025                 3.0                 11.0 3.39      0.54 13.500000
## 6026                26.0                 52.0 3.51      0.60 11.500000
## 6027                28.0                 89.0 3.22      0.68 10.000000
## 6028                24.0                 70.0 3.21      0.69 10.500000
## 6029                 5.0                 10.0 3.18      0.63 10.400000
## 6030                57.0                135.0 3.32      0.44  9.500000
## 6031                18.0                 38.0 3.38      0.88 13.600000
## 6032                10.0                 18.0 3.37      0.68 11.200000
## 6033                 6.0                 15.0 3.30      0.74 11.800000
## 6034                22.0                 50.0 3.38      0.60 11.900000
## 6035                 6.0                 13.0 3.22      0.76 11.400000
## 6036                 6.0                 13.0 3.22      0.76 11.400000
## 6037                29.0                 94.0 3.14      0.58  9.100000
## 6038                16.0                 86.0 3.34      0.64  9.500000
## 6039                33.0                 79.0 3.41      0.65  9.500000
## 6040                24.0                 71.0 3.27      0.85 11.000000
## 6041                 6.0                 12.0 3.30      0.65 11.400000
## 6042                16.0                 20.0 3.61      0.82 10.000000
## 6043                35.0                 70.0 3.43      0.62 10.100000
## 6044                31.0                 51.0 3.53      0.81 10.400000
## 6046                 6.0                 14.0 3.21      0.49 11.800000
## 6047                 9.0                 21.0 3.39      0.66 11.600000
## 6048                 6.0                 11.0 3.23      0.52 12.000000
## 6049                 4.0                 12.0 3.30      0.76 12.800000
## 6050                16.0                 70.0 3.46      0.65 12.500000
## 6051                 9.0                 38.0 3.15      0.53  9.800000
## 6052                17.0                 38.0 3.23      0.66 11.100000
## 6053                50.0                 63.0 3.59      0.68 11.400000
## 6054                 9.0                 38.0 3.15      0.53  9.800000
## 6055                45.0                 88.0 3.33      0.76 11.800000
## 6058                11.0                 37.0 3.16      0.67 10.800000
## 6059                 6.0                 20.0 3.14      0.72 11.100000
## 6060                12.0                 21.0 3.21      0.75 10.200000
## 6061                12.0                 19.0 3.14      0.71 11.800000
## 6062                10.0                 21.0 3.29      0.67 10.000000
## 6063                10.0                 21.0 3.29      0.67 10.000000
## 6065                 7.0                 60.0 2.94      0.98 10.200000
## 6066                29.0                 48.0 3.32      0.88 12.400000
## 6067                 8.0                 44.0 3.21      0.56 12.000000
## 6068                 5.0                 14.0 3.32      0.62 11.500000
## 6069                 5.0                 12.0 3.20      0.67 10.500000
## 6070                26.0                 44.0 3.42      0.68 10.800000
## 6071                 5.0                 16.0 3.27      0.74 12.300000
## 6072                26.0                 65.0 3.46      0.62  9.500000
## 6073                26.0                 65.0 3.46      0.62  9.500000
## 6074                48.0                 59.0 3.61      0.70 11.500000
## 6075                23.0                 47.0 3.58      0.50 11.200000
## 6076                 6.0                 11.0 3.35      0.66 12.700000
## 6078                11.0                 47.0 3.27      0.81 11.000000
## 6079                11.0                 47.0 3.27      0.81 11.000000
## 6080                 5.0                 11.0 3.19      0.46 11.400000
## 6081                41.0                 54.0 3.38      0.86 10.500000
## 6082                16.0                 61.0 3.29      0.60  9.300000
## 6083                11.0                119.0 3.36      0.70 10.900000
## 6084                 6.0                 39.0 3.33      0.46 11.900000
## 6085                 6.0                 12.0 3.52      0.50 12.200000
## 6086                 6.0                 39.0 3.33      0.46 11.900000
## 6087                11.0                119.0 3.36      0.70 10.900000
## 6089                 6.0                 20.0 3.28      0.57 12.500000
## 6091                11.0                 41.0 3.52      0.80 12.400000
## 6093                15.0                 64.0 3.22      0.59  9.500000
## 6094                21.0                 56.0 3.52      0.60  9.500000
## 6095                23.0                 94.0 3.21      0.58  9.500000
## 6096                 4.0                  9.0 3.16      0.54  9.800000
## 6097                19.0                 77.0 3.15      0.79 10.900000
## 6098                23.0                 94.0 3.21      0.58  9.500000
## 6099                 4.0                  9.0 3.16      0.54  9.800000
## 6100                 5.0                 10.0 3.27      0.54 11.200000
## 6101                 6.0                 12.0 3.35      0.69 11.700000
## 6102                33.0                 76.0 3.14      0.55  9.400000
## 6103                24.0                 44.0 3.40      0.85 11.000000
## 6104                24.0                 44.0 3.40      0.85 11.000000
## 6105                24.0                 44.0 3.40      0.85 11.000000
## 6107                24.0                 44.0 3.40      0.85 11.000000
## 6108                14.0                 24.0 3.45      0.87 11.200000
## 6109                 8.0                 15.0 3.35      0.62 10.400000
## 6110                22.0                 53.0 3.32      0.62  9.300000
## 6111                 8.0                 15.0 3.35      0.62 10.400000
## 6112                 5.0                 13.0 3.15      0.75 10.500000
## 6113                 6.0                  9.0 3.10      0.48 10.400000
## 6114                20.0                 29.0 3.26      0.56 11.300000
## 6115                10.0                 79.0 3.29      0.69  9.500000
## 6116                43.0                 74.0 3.23      0.81 12.000000
## 6117                 8.0                 24.0 3.24      0.69 10.600000
## 6118                25.0                 50.0 3.20      0.83 10.900000
## 6119                17.0                 44.0 3.28      0.77 11.500000
## 6120                17.0                 44.0 3.28      0.77 11.500000
## 6121                33.0                 89.0 3.26      0.46  9.600000
## 6122                 9.0                 23.0 3.23      0.76 12.000000
## 6124                18.0                 77.0 3.15      0.51  9.400000
## 6125                27.0                 46.0 3.02      0.47  9.200000
## 6126                 8.0                 21.0 3.27      0.72  9.600000
## 6128                19.0                 66.0 3.40      0.64  9.500000
## 6129                15.0                 58.0 3.37      0.78 11.800000
## 6130                48.0                 90.0 3.38      0.62 10.800000
## 6131                19.0                 66.0 3.40      0.64  9.500000
## 6132                14.0                 36.0 3.23      0.49  9.300000
## 6133                11.0                 18.0 3.39      0.40 12.800000
## 6134                 6.0                113.0 3.30      0.56 11.500000
## 6135                 7.0                 17.0 3.26      0.64  9.400000
## 6136                11.0                 18.0 3.39      0.40 12.800000
## 6137                12.0                 24.0 3.38      0.46  9.600000
## 6138                11.0                 20.0 3.45      0.56 11.800000
## 6139                36.0                 60.0 3.10      0.40  9.300000
## 6140                28.0                 65.0 3.16      0.59  9.800000
## 6141                15.0                 40.0 3.22      0.60 12.200000
## 6142                10.0                 86.0 3.37      0.62  9.500000
## 6143                72.0                160.0 3.33      0.54 10.300000
## 6144                15.0                 34.0 3.49      0.68 10.500000
## 6145                15.0                 48.0 3.12      0.48 10.000000
## 6146                15.0                 34.0 3.49      0.68 10.500000
## 6147                22.0                 36.0 3.41      0.75 11.100000
## 6148                24.0                 37.0 3.40      0.61 10.900000
## 6149                24.0                 37.0 3.40      0.61 10.900000
## 6150                27.0                 60.0 3.28      0.59  9.800000
## 6151                 6.0                 14.0 3.45      0.58  9.800000
## 6152                 6.0                 13.0 3.43      0.58  9.500000
## 6153                20.0                 35.0 3.40      0.69 10.900000
## 6154                26.0                 46.0 3.47      0.45 11.000000
## 6155                43.0                 60.0 3.10      0.42  9.200000
## 6156                12.0                 69.0 3.32      0.70 11.000000
## 6157                15.0                 33.0 3.44      0.63 11.300000
## 6158                15.0                 33.0 3.44      0.63 11.300000
## 6161                34.0                 66.0 3.15      0.58  9.800000
## 6162                13.0                 26.0 3.37      0.46  9.600000
## 6163                26.0                 51.0 3.38      0.72 11.800000
## 6164                16.0                 36.0 3.38      0.60 10.300000
## 6165                16.0                 36.0 3.38      0.60 10.300000
## 6166                13.0                 19.0 3.10      0.87 11.400000
## 6167                21.0                 51.0 3.47      0.55  9.500000
## 6170                24.0                 64.0 3.38      0.57 11.700000
## 6171                25.0                 44.0 3.50      0.53 11.200000
## 6172                34.0                 44.0 3.10      0.43  9.300000
## 6173                17.0                 36.0 3.24      0.53 11.200000
## 6174                13.0                 81.0 3.24      0.54  9.500000
## 6175                 3.0                 10.0 3.28      0.56 12.000000
## 6176                 3.0                 10.0 3.35      0.60  9.700000
## 6177                13.0                 81.0 3.24      0.54  9.500000
## 6178                 3.0                  9.0 3.14      0.57 11.500000
## 6179                28.0                 54.0 3.37      0.64 10.400000
## 6180                28.0                 54.0 3.37      0.64 10.400000
## 6181                 9.0                 22.0 3.33      0.68 10.900000
## 6182                17.0                 69.0 3.26      0.63 10.200000
## 6183                18.0                 36.0 3.39      0.56 10.900000
## 6184                20.0                 47.0 3.15      0.57 10.500000
## 6185                17.0                 31.0 3.35      0.54 12.400000
## 6186                 3.0                  7.0 3.22      0.37 13.000000
## 6189                 6.0                 12.0 3.36      0.59 11.000000
## 6190                25.0                 60.0 3.29      0.75 10.900000
## 6191                14.0                 28.0 3.62      0.67 12.400000
## 6192                 6.0                 12.0 3.34      0.49  9.700000
## 6193                25.0                 60.0 3.29      0.75 10.900000
## 6194                51.0                 77.5 3.20      0.45  9.500000
## 6195                51.0                 77.5 3.20      0.45  9.500000
## 6196                15.0                 29.0 3.35      0.61 12.100000
## 6197                11.0                 18.0 3.45      0.56 12.200000
## 6200                20.0                 57.0 3.60      0.74 11.700000
## 6201                 4.0                 15.0 3.30      0.80 11.200000
## 6202                28.0                 68.0 3.36      0.66 11.200000
## 6203                21.0                 68.0 3.12      0.44  9.200000
## 6204                24.0                 88.0 3.30      0.53  9.800000
## 6205                22.0                 91.0 3.29      0.62 10.100000
## 6206                15.0                 29.0 3.41      0.52 11.100000
## 6207                22.0                 91.0 3.29      0.62 10.100000
## 6208                27.0                 63.0 3.28      0.61  9.200000
## 6209                24.0                 88.0 3.30      0.53  9.800000
## 6210                12.0                 27.0 3.33      0.59 12.800000
## 6212                20.0                 65.0 3.40      0.54 10.100000
## 6213                24.0                 69.0 3.40      0.53 10.100000
## 6214                17.0                 91.0 3.26      0.58  9.800000
## 6216                10.0                 41.0 3.18      0.69 11.900000
## 6217                17.0                 91.0 3.26      0.58  9.800000
## 6219                12.0                 88.0 3.26      0.66 10.100000
## 6221                 9.0                 18.0 3.18      0.55 11.400000
## 6222                21.0                 55.0 3.18      0.82 11.000000
## 6223                18.0                 34.0 3.39      0.60 10.600000
## 6224                18.0                 34.0 3.39      0.60 10.600000
## 6225                18.0                 34.0 3.39      0.60 10.600000
## 6226                18.0                 34.0 3.39      0.60 10.600000
## 6227                13.0                 38.0 3.34      0.52  9.300000
## 6228                17.0                 91.0 3.29      0.56  9.800000
## 6229                17.0                 91.0 3.29      0.56  9.800000
## 6230                31.0                 67.0 3.26      0.46  9.200000
## 6231                 6.0                 25.0 3.09      0.43  9.700000
## 6232                12.0                 48.0 3.18      0.51  9.600000
## 6234                19.0                 40.0 3.38      0.66 12.600000
## 6235                15.0                 26.0 3.36      0.45  9.500000
## 6236                15.0                 26.0 3.36      0.45  9.500000
## 6237                15.0                 26.0 3.36      0.45  9.500000
## 6238                13.0                 31.0 3.36      0.54 10.500000
## 6239                13.0                 31.0 3.36      0.54 10.500000
## 6240                13.0                 31.0 3.36      0.54 10.500000
## 6241                17.0                 31.0 3.37      0.51 10.400000
## 6242                13.0                 31.0 3.36      0.54 10.500000
## 6243                 8.0                 20.0 3.09      0.53 11.000000
## 6244                10.0                 28.0 3.25      0.53 10.200000
## 6245                 5.0                 13.0 3.52      0.56 11.400000
## 6246                 7.0                 12.0 3.34      0.39  9.500000
## 6247                 7.0                 12.0 3.34      0.39  9.500000
## 6248                21.0                 41.0 3.41      0.52 10.800000
## 6249                32.0                 73.0 3.34      0.57 10.000000
## 6250                 8.0                 46.0 3.32      0.51 11.800000
## 6251                14.0                 57.0 3.37      0.46 10.300000
## 6252                14.0                 57.0 3.37      0.46 10.300000
## 6253                 7.0                 28.0 3.35      0.52 10.000000
## 6254                 5.0                 32.0 3.36      0.44 10.100000
## 6255                 4.0                 28.0 3.36      0.44 10.100000
## 6256                27.0                 67.0 3.60      0.59 11.100000
## 6257                52.0                 98.0 3.28      0.50  9.500000
## 6258                 6.0                 28.0 3.07      0.65 10.033333
## 6259                11.0                 38.0 3.24      0.56 10.900000
## 6260                13.0                 54.0 3.36      0.54 10.100000
## 6261                 6.0                 28.0 3.07      0.65 10.033333
## 6262                11.0                 63.0 3.29      0.48  9.800000
## 6263                10.0                 31.0 3.46      0.53 11.800000
## 6264                10.0                 42.0 3.18      0.62  9.500000
## 6265                10.0                 45.0 3.24      0.50  9.800000
## 6267                16.0                 74.0 3.27      0.50  9.800000
## 6268                 4.0                  8.0 3.33      0.37 10.400000
## 6272                34.0                 89.0 3.24      0.45  9.300000
## 6274                13.0                100.0 3.26      0.52  9.900000
## 6275                 7.0                 31.0 3.11      0.46 10.000000
## 6277                10.0                 28.0 3.29      0.51  9.900000
## 6278                11.0                 35.0 3.36      0.62 10.800000
## 6279                11.0                 35.0 3.36      0.62 10.800000
## 6280                 4.0                 25.0 3.38      0.45  9.600000
## 6281                25.0                105.0 3.30      0.49  9.900000
## 6282                25.0                105.0 3.30      0.49  9.900000
## 6283                20.0                 84.0 3.19      0.50  9.500000
## 6284                34.0                 85.0 3.19      0.42  9.200000
## 6285                 8.0                 23.0 3.30      0.58  9.600000
## 6286                 8.0                 23.0 3.30      0.58  9.600000
## 6287                 7.0                 49.0 3.35      0.68 10.300000
## 6288                36.0                111.0 3.10      0.53  9.700000
## 6289                15.0                 33.0 3.58      0.59 12.500000
## 6290                 5.0                 33.0 3.37      0.58 11.000000
## 6291                 5.0                 12.0 3.17      0.48  9.800000
## 6292                19.0                 59.0 3.30      0.48 10.200000
## 6293                27.0                 73.0 3.32      0.48  9.200000
## 6294                 3.0                 12.0 3.31      0.65  9.550000
## 6295                 4.0                 11.0 3.31      0.65  9.550000
## 6296                17.0                104.0 3.28      0.52  9.900000
## 6297                13.0                 28.0 3.52      0.62 10.200000
## 6298                10.0                 24.0 3.42      0.72 11.100000
## 6299                33.0                141.0 3.25      0.51  9.900000
## 6300                33.0                141.0 3.25      0.51  9.900000
## 6301                 6.0                 24.0 3.44      0.82 11.900000
## 6303                12.0                 46.0 3.43      0.62 10.700000
## 6304                18.0                 34.0 3.28      0.90 11.300000
## 6305                 8.0                 22.0 3.22      0.94 10.900000
## 6306                40.0                 54.0 3.54      0.93 10.700000
## 6308                40.0                 54.0 3.54      0.93 10.700000
## 6310                 8.0                 19.0 3.56      0.73 10.600000
## 6311                 8.0                 22.0 3.22      0.94 10.900000
## 6312                12.0                 89.0 3.04      0.90 10.100000
## 6313                 3.0                 15.0 3.20      0.78  9.600000
## 6314                 8.0                 18.0 3.56      0.84  9.400000
## 6315                 3.0                 15.0 3.20      0.78  9.600000
## 6316                21.0                 37.0 3.35      0.77 12.100000
## 6317                 3.0                 19.0 3.16      0.46  9.800000
## 6318                32.0                133.0 3.27      0.45  9.900000
## 6319                 3.0                 19.0 3.16      0.46  9.800000
## 6320                24.0                 58.0 3.34      0.58  9.400000
## 6321                39.0                 55.0 3.39      0.84 11.400000
## 6322                14.0                 31.0 3.50      0.67 11.000000
## 6323                 8.0                 23.0 3.26      0.70  9.600000
## 6324                 8.0                 23.0 3.26      0.70  9.600000
## 6326                 6.0                 23.0 3.30      0.58 11.200000
## 6327                27.0                 55.0 3.31      0.63 11.000000
## 6328                38.0                 67.0 3.33      0.93 11.300000
## 6329                18.0                 47.0 3.37      0.62 10.400000
## 6330                13.0                 74.0 3.26      0.54  9.900000
## 6331                 3.0                 11.0 3.48      0.85 11.700000
## 6332                11.0                 25.0 3.42      0.74 10.100000
## 6335                27.0                 90.0 3.15      0.65  8.500000
## 6337                 3.0                  8.0 3.41      0.47 10.300000
## 6338                31.0                 92.0 3.32      0.68 11.066667
## 6339                15.0                 28.0 3.23      0.73 11.300000
## 6340                19.0                 98.0 3.16      0.52  9.566667
## 6341                18.0                 30.0 3.40      0.75  9.800000
## 6342                 8.0                 22.0 3.38      0.49 11.700000
## 6343                31.0                 92.0 3.32      0.68 11.100000
## 6344                19.0                 98.0 3.16      0.52  9.600000
## 6345                18.0                 30.0 3.40      0.75  9.800000
## 6346                22.0                 39.0 3.40      0.74  9.700000
## 6347                40.0                 54.0 3.40      0.73  9.700000
## 6348                15.0                 29.0 3.23      0.76 11.300000
## 6349                15.0                 28.0 3.23      0.73 11.300000
## 6350                 8.0                 17.0 3.33      0.78 11.000000
## 6351                37.0                 53.0 3.35      0.76 11.600000
## 6352                27.0                 85.0 3.41      0.58  9.000000
## 6353                 7.0                 23.0 3.21      0.69 10.900000
## 6354                 9.0                 17.0 3.50      0.63 10.900000
## 6355                38.0                 89.0 3.30      0.50 10.550000
## 6356                27.0                 85.0 3.41      0.58  9.000000
## 6357                 8.0                 20.0 3.39      0.60 10.500000
## 6358                 7.0                 15.0 3.32      0.80 11.900000
## 6360                 6.0                 13.0 3.59      0.61 10.000000
## 6361                14.0                 31.0 3.36      0.58 10.400000
## 6362                14.0                 39.0 3.34      0.53 10.800000
## 6363                34.0                 53.0 3.41      0.67  9.700000
## 6364                34.0                 53.0 3.41      0.67  9.700000
## 6365                31.0                 54.0 3.30      0.65 10.000000
## 6367                31.0                 54.0 3.30      0.65 10.000000
## 6369                 8.0                 24.0 2.88      0.47  9.700000
## 6370                 8.0                 16.0 3.43      0.52 12.600000
## 6371                23.0                 44.0 3.38      0.79 11.100000
## 6372                14.0                 45.0 3.38      0.54 11.000000
## 6377                 3.0                 14.0 3.40      0.52 10.200000
## 6378                10.0                 22.0 3.39      0.68 10.600000
## 6379                 6.0                 13.0 3.66      0.62 10.100000
## 6380                10.0                 22.0 3.39      0.68 10.600000
## 6382                 6.0                 12.0 3.35      0.61 10.700000
## 6383                 4.0                 11.0 3.53      0.64 10.900000
## 6384                 8.0                 25.0 3.37      0.55  9.700000
## 6385                 9.0                 23.0 3.38      0.60 10.300000
## 6386                 9.0                 17.0 3.52      0.78 10.600000
## 6387                 5.0                 13.0 3.72      0.58 11.400000
## 6388                 4.0                 11.0 3.44      0.76 10.800000
## 6389                 8.0                 18.0 3.39      0.56 12.400000
## 6390                 5.0                 13.0 3.72      0.58 11.400000
## 6391                 6.0                 18.0 3.57      0.54 11.950000
## 6392                23.0                147.0 3.26      0.59  9.700000
## 6393                15.0                 28.0 3.42      0.70 10.000000
## 6394                15.0                 28.0 3.35      0.81 10.600000
## 6395                23.0                147.0 3.26      0.59  9.700000
## 6396                 7.0                 16.0 3.45      0.63 11.500000
## 6397                 7.0                 13.0 3.53      0.58 10.800000
## 6398                 7.0                 16.0 3.45      0.63 11.500000
## 6399                 8.0                 15.0 3.26      0.53  9.600000
## 6400                21.0                 64.0 3.16      0.53  9.400000
## 6401                15.0                 60.0 3.31      0.54  9.800000
## 6402                 6.0                 14.0 3.51      0.69 11.000000
## 6403                 5.0                 12.0 3.36      0.55 11.400000
## 6404                 6.0                 12.0 3.55      0.63  9.950000
## 6405                 6.0                 14.0 3.51      0.66 10.800000
## 6406                 5.0                 12.0 3.36      0.55 11.400000
## 6408                 7.0                 20.0 3.28      0.70 11.100000
## 6409                26.0                 48.0 3.47      0.77  9.700000
## 6410                19.0                 27.0 3.44      0.67  9.800000
## 6411                11.0                 17.0 3.53      0.65 10.400000
## 6412                17.0                 65.0 3.33      0.60 10.500000
## 6413                16.0                 65.0 3.53      0.72  9.233333
## 6414                16.0                 65.0 3.53      0.72  9.250000
## 6416                29.0                 44.0 3.38      0.83 10.300000
## 6417                 7.0                 20.0 3.32      0.63 10.500000
## 6418                14.0                 27.0 3.44      0.58 10.200000
## 6419                29.0                 44.0 3.38      0.83 10.300000
## 6420                 9.0                 23.0 3.39      0.43  9.050000
## 6422                29.0                 61.0 3.34      0.60 10.400000
## 6423                22.0                 47.0 3.39      0.78 10.000000
## 6424                18.0                 34.0 3.33      0.64  9.700000
## 6425                18.0                 38.0 3.30      0.65  9.600000
## 6426                15.0                 24.0 3.29      0.66 10.800000
## 6427                21.0                 59.0 3.31      0.67 10.100000
## 6428                42.0                 52.0 3.42      0.60 10.200000
## 6429                 9.0                 18.0 3.42      0.69 11.300000
## 6430                13.0                 28.0 3.60      0.66 10.200000
## 6431                18.0                 22.0 3.21      0.68  9.900000
## 6432                32.0                 84.0 3.39      0.61  9.000000
## 6433                13.0                 29.0 3.42      0.62 11.700000
## 6434                15.0                 35.0 3.36      0.59  9.700000
## 6435                24.0                 45.0 3.60      0.68 10.300000
## 6436                20.0                 31.0 3.50      0.64 10.200000
## 6437                15.0                 26.0 3.57      0.63 12.000000
## 6438                34.0                 60.0 3.46      0.78  9.900000
## 6439                11.0                 32.0 3.56      0.63 11.600000
## 6440                19.0                 49.0 3.40      0.76 10.900000
## 6441                29.0                 38.0 3.30      0.56 10.750000
## 6442                14.0                 19.0 3.25      0.57 10.400000
## 6443                12.0                 19.0 3.17      0.81 11.200000
## 6444                16.0                 28.0 3.36      0.64 10.100000
## 6445                17.0                 26.0 3.36      0.61 10.200000
## 6446                12.0                 26.0 3.55      0.51 12.100000
## 6447                19.0                 50.0 3.10      0.58 10.400000
## 6448                17.0                 24.0 3.24      0.70 11.400000
## 6449                17.0                 26.0 3.45      0.53  9.500000
## 6450                18.0                 27.0 3.44      0.54  9.400000
## 6451                32.0                 54.0 3.51      0.66 11.300000
## 6452                18.0                 28.0 3.41      0.60  9.400000
## 6453                15.0                 23.0 3.54      0.60 11.000000
## 6454                15.0                 24.0 3.44      0.68 10.550000
## 6455                12.0                 20.0 3.53      0.56  9.900000
## 6456                15.0                 23.0 3.54      0.60 11.000000
## 6458                31.0                131.0 3.21      0.52  9.900000
## 6459                31.0                131.0 3.21      0.52  9.900000
## 6460                31.0                131.0 3.21      0.52  9.900000
## 6461                12.0                 20.0 3.29      0.54 10.100000
## 6462                12.0                 20.0 3.29      0.54 10.100000
## 6463                12.0                 20.0 3.29      0.54 10.100000
## 6464                26.0                 42.0 3.39      0.82 10.900000
## 6466                12.0                 20.0 3.29      0.54 10.100000
## 6467                25.0                 42.0 3.34      0.59  9.200000
## 6468                15.0                 34.0 3.48      0.57 11.500000
## 6470                15.0                 25.0 3.44      0.65 11.100000
## 6471                35.0                104.0 3.33      0.51  9.500000
## 6472                15.0                 50.0 3.58      0.67 12.500000
## 6474                12.0                 20.0 3.26      0.64 11.800000
## 6475                16.0                 29.0 3.30      0.78 10.800000
## 6476                13.0                 27.0 3.54      0.60 11.900000
## 6477                13.0                 20.0 3.42      0.67 11.300000
## 6478                24.0                 32.0 3.54      0.60 11.300000
## 6479                 9.0                 26.0 3.36      0.60 11.900000
## 6480                24.0                 32.0 3.54      0.60 11.300000
## 6481                13.0                 27.0 3.57      0.50 11.900000
## 6482                32.0                 98.0 3.33      0.62  9.800000
## 6483                24.0                 34.0 3.29      0.80 11.600000
## 6484                22.0                 48.0 3.30      0.84 11.500000
## 6485                34.0                 60.0 3.34      0.85 11.400000
## 6486                18.0                 28.0 3.55      0.66 10.900000
## 6487                34.0                102.0 3.27      0.78 12.800000
## 6488                29.0                 79.0 3.29      0.54  9.200000
## 6489                26.0                 35.0 3.32      0.82 11.600000
## 6490                16.0                 26.0 3.67      0.56 11.600000
## 6491                29.0                 40.0 3.42      0.75 11.000000
## 6492                28.0                 38.0 3.42      0.82  9.500000
## 6493                32.0                 44.0 3.45      0.58 10.500000
## 6494                39.0                 51.0 3.52      0.76 11.200000
## 6495                29.0                 40.0 3.42      0.75 11.000000
## 6496                32.0                 44.0 3.57      0.71 10.200000
## 6497                18.0                 42.0 3.39      0.66 11.000000
##      quality_label
## 1             Good
## 2             Good
## 3             Good
## 4             Good
## 5             Good
## 6             Good
## 7             Good
## 8             Good
## 9             Good
## 10            Good
## 11             Bad
## 12             Bad
## 13             Bad
## 14       Very Good
## 15             Bad
## 16       Very Good
## 17            Good
## 19            Good
## 20             Bad
## 22       Very Good
## 23       Very Good
## 24             Bad
## 25            Good
## 26            Good
## 27            Good
## 28            Good
## 29            Good
## 30       Very Good
## 31            Good
## 33            Good
## 34            Good
## 35             Bad
## 36             Bad
## 37             Bad
## 38            Good
## 39             Bad
## 40             Bad
## 43            Good
## 44            Good
## 45            Good
## 46       Very Good
## 47        Very Bad
## 48             Bad
## 49            Good
## 50             Bad
## 51            Good
## 52       Very Good
## 53       Very Good
## 54            Good
## 56            Good
## 57            Good
## 58            Good
## 59            Good
## 60            Good
## 61            Good
## 62            Good
## 63             Bad
## 64            Good
## 65            Good
## 66             Bad
## 67       Very Good
## 68             Bad
## 69       Very Good
## 70             Bad
## 71            Good
## 72             Bad
## 73             Bad
## 74            Good
## 75       Very Good
## 76             Bad
## 77       Very Good
## 78       Very Good
## 79             Bad
## 80             Bad
## 81            Good
## 82            Good
## 83             Bad
## 84            Good
## 85             Bad
## 86            Good
## 87            Good
## 88            Good
## 89             Bad
## 90            Good
## 91            Good
## 92             Bad
## 93       Very Good
## 94       Very Good
## 95       Very Good
## 96            Good
## 98       Very Good
## 101            Bad
## 102            Bad
## 103            Bad
## 104            Bad
## 105            Bad
## 106           Good
## 107            Bad
## 108           Good
## 109           Good
## 110            Bad
## 111           Good
## 112            Bad
## 113            Bad
## 114            Bad
## 115            Bad
## 116       Very Bad
## 117           Good
## 118           Good
## 119            Bad
## 120            Bad
## 121            Bad
## 122            Bad
## 123            Bad
## 124           Good
## 125           Good
## 126           Good
## 127            Bad
## 128      Very Good
## 129      Very Good
## 130           Good
## 131            Bad
## 132      Very Good
## 133            Bad
## 134            Bad
## 135            Bad
## 136            Bad
## 137           Good
## 138            Bad
## 139      Very Good
## 140           Good
## 141            Bad
## 142            Bad
## 143           Good
## 144           Good
## 145           Good
## 146           Good
## 147           Good
## 148       Very Bad
## 149      Very Good
## 150           Good
## 151      Very Good
## 152           Good
## 153           Good
## 154            Bad
## 155           Good
## 156           Good
## 157           Good
## 158      Very Good
## 159      Very Good
## 160      Very Good
## 161      Very Good
## 162            Bad
## 163            Bad
## 164           Good
## 165            Bad
## 166            Bad
## 167           Good
## 168      Very Good
## 169            Bad
## 171           Good
## 172           Good
## 173       Very Bad
## 174      Very Good
## 175            Bad
## 176           Good
## 177       Very Bad
## 178            Bad
## 179       Very Bad
## 180           Good
## 181           Good
## 182            Bad
## 183            Bad
## 184           Good
## 185            Bad
## 186            Bad
## 187           Good
## 188            Bad
## 189      Very Good
## 190       Very Bad
## 191           Good
## 192            Bad
## 193           Good
## 194            Bad
## 198            Bad
## 199            Bad
## 200            Bad
## 201            Bad
## 202            Bad
## 203            Bad
## 204           Good
## 205       Very Bad
## 206            Bad
## 207            Bad
## 209            Bad
## 210           Good
## 211            Bad
## 212      Very Good
## 213            Bad
## 214           Good
## 215      Very Good
## 216            Bad
## 217            Bad
## 218            Bad
## 219            Bad
## 220            Bad
## 221            Bad
## 222           Good
## 223      Very Good
## 224           Good
## 225           Good
## 226            Bad
## 227           Good
## 228           Good
## 229           Good
## 230            Bad
## 231       Very Bad
## 232           Good
## 233           Good
## 234           Good
## 235           Good
## 236           Good
## 237           Good
## 238           Good
## 239      Very Good
## 240           Good
## 241            Bad
## 242            Bad
## 243      Very Good
## 244           Good
## 245            Bad
## 247      Very Good
## 248      Very Good
## 249      Very Good
## 250            Bad
## 251       Very Bad
## 252       Very Bad
## 253            Bad
## 254       Very Bad
## 255           Good
## 256      Very Good
## 257      Very Good
## 258      Very Good
## 259           Good
## 260       Very Bad
## 261           Good
## 262            Bad
## 263            Bad
## 264           Good
## 265           Good
## 266            Bad
## 267           Good
## 268            Bad
## 269           Good
## 270           Good
## 271           Good
## 272            Bad
## 273            Bad
## 274            Bad
## 275            Bad
## 276           Good
## 277           Good
## 278            Bad
## 279       Very Bad
## 280      Very Good
## 281      Very Good
## 282      Very Good
## 283       Very Bad
## 284            Bad
## 285            Bad
## 286            Bad
## 287           Good
## 288      Very Good
## 289      Very Good
## 290      Very Good
## 291      Very Good
## 292           Good
## 293            Bad
## 294      Very Good
## 295       Very Bad
## 296           Good
## 297            Bad
## 298      Very Good
## 299           Good
## 300           Good
## 301           Good
## 302           Good
## 303           Good
## 304           Good
## 305           Good
## 306           Good
## 307            Bad
## 308           Good
## 309      Very Good
## 310           Good
## 311      Very Good
## 312      Very Good
## 313           Good
## 314           Good
## 315            Bad
## 316           Good
## 317           Good
## 318            Bad
## 319      Very Good
## 320           Good
## 321      Very Good
## 322            Bad
## 323           Good
## 324           Good
## 327           Good
## 328           Good
## 329           Good
## 330            Bad
## 331      Very Good
## 332            Bad
## 333           Good
## 334            Bad
## 335            Bad
## 336           Good
## 337           Good
## 338           Good
## 339            Bad
## 340      Very Good
## 341      Very Good
## 342           Good
## 343           Good
## 344            Bad
## 345           Good
## 346           Good
## 347      Very Good
## 348           Good
## 349           Good
## 350            Bad
## 351      Very Good
## 352      Very Good
## 353           Good
## 354      Very Good
## 355           Good
## 356           Good
## 357           Good
## 358           Good
## 359           Good
## 360           Good
## 361           Good
## 362            Bad
## 363           Good
## 364           Good
## 365      Very Good
## 366      Very Good
## 367           Good
## 368           Good
## 369           Good
## 370            Bad
## 371           Good
## 372           Good
## 374           Good
## 375      Very Good
## 376      Very Good
## 377      Very Good
## 378      Very Good
## 379           Good
## 380      Very Good
## 381      Very Good
## 382           Good
## 383           Good
## 384           Good
## 385      Very Good
## 386      Very Good
## 387      Very Good
## 388            Bad
## 389           Good
## 390      Very Good
## 391      Very Good
## 392            Bad
## 393           Good
## 394           Good
## 395            Bad
## 397            Bad
## 398           Good
## 399            Bad
## 400           Good
## 401           Good
## 402            Bad
## 403            Bad
## 404            Bad
## 405           Good
## 407      Very Good
## 408            Bad
## 409           Good
## 410            Bad
## 411           Good
## 412           Good
## 413            Bad
## 414            Bad
## 415           Good
## 416           Good
## 417           Good
## 418            Bad
## 419           Good
## 420           Good
## 421      Very Good
## 422           Good
## 423           Good
## 424           Good
## 425      Very Good
## 426           Good
## 427           Good
## 428            Bad
## 429            Bad
## 430            Bad
## 431            Bad
## 432            Bad
## 433      Very Good
## 434       Very Bad
## 435      Very Good
## 436      Very Good
## 437            Bad
## 438      Very Good
## 439      Very Good
## 440            Bad
## 441      Very Good
## 442           Good
## 443      Very Good
## 444           Good
## 445           Good
## 446       Very Bad
## 447            Bad
## 448           Good
## 449           Good
## 450      Very Good
## 451            Bad
## 452            Bad
## 453      Very Good
## 454      Very Good
## 455      Very Good
## 456           Good
## 457      Very Good
## 458            Bad
## 459           Good
## 460            Bad
## 461            Bad
## 462            Bad
## 463            Bad
## 464           Good
## 465            Bad
## 466            Bad
## 467           Good
## 468           Good
## 469            Bad
## 470            Bad
## 471           Good
## 472            Bad
## 473           Good
## 474      Very Good
## 475           Good
## 476            Bad
## 477      Very Good
## 478           Good
## 479           Good
## 480           Good
## 481            Bad
## 482           Good
## 483            Bad
## 484            Bad
## 486           Good
## 487           Good
## 488           Good
## 489           Good
## 490           Good
## 491           Good
## 492      Very Good
## 493           Good
## 494           Good
## 495           Good
## 496           Good
## 497       Very Bad
## 498           Good
## 499            Bad
## 500       Very Bad
## 501           Good
## 502           Good
## 505           Good
## 506           Good
## 507            Bad
## 508      Very Good
## 509           Good
## 510      Very Good
## 511           Good
## 512           Good
## 513           Good
## 514           Good
## 515      Very Good
## 516           Good
## 517            Bad
## 518           Good
## 519           Good
## 520            Bad
## 521            Bad
## 522            Bad
## 523           Good
## 524           Good
## 525            Bad
## 526           Good
## 527       Very Bad
## 528           Good
## 529           Good
## 530           Good
## 531           Good
## 533           Good
## 534           Good
## 535           Good
## 536            Bad
## 537            Bad
## 538           Good
## 539            Bad
## 540           Good
## 541       Very Bad
## 543           Good
## 544           Good
## 545           Good
## 546           Good
## 547           Good
## 548           Good
## 549      Very Good
## 551      Very Good
## 552      Very Good
## 553      Very Good
## 554      Very Good
## 555      Very Good
## 556      Very Good
## 557            Bad
## 558           Good
## 559            Bad
## 560           Good
## 561      Very Good
## 562            Bad
## 563           Good
## 564      Very Good
## 565            Bad
## 566           Good
## 567           Good
## 568            Bad
## 569           Good
## 570           Good
## 572      Very Good
## 573            Bad
## 574      Very Good
## 575      Very Good
## 576           Good
## 577           Good
## 578      Very Good
## 579      Very Good
## 580      Very Good
## 582            Bad
## 583           Good
## 584           Good
## 585      Very Good
## 586           Good
## 587           Good
## 588      Very Good
## 589      Very Good
## 590           Good
## 591            Bad
## 592           Good
## 593            Bad
## 594            Bad
## 595            Bad
## 596      Very Good
## 597            Bad
## 598           Good
## 599      Very Good
## 600      Very Good
## 602           Good
## 603            Bad
## 604            Bad
## 605           Good
## 606           Good
## 607            Bad
## 608            Bad
## 609            Bad
## 610           Good
## 611      Very Good
## 612           Good
## 613            Bad
## 614            Bad
## 615            Bad
## 616            Bad
## 617      Very Good
## 618           Good
## 619           Good
## 620           Good
## 621            Bad
## 622            Bad
## 623           Good
## 624            Bad
## 625            Bad
## 626      Very Good
## 627       Very Bad
## 628           Good
## 629           Good
## 630           Good
## 631            Bad
## 632            Bad
## 633           Good
## 634            Bad
## 635           Good
## 636           Good
## 637      Very Good
## 638            Bad
## 639            Bad
## 640            Bad
## 641      Very Good
## 642       Very Bad
## 643           Good
## 644            Bad
## 645            Bad
## 646            Bad
## 648           Good
## 649            Bad
## 650      Very Good
## 651      Very Good
## 652      Very Good
## 653      Very Good
## 654           Good
## 655      Very Good
## 656           Good
## 657           Good
## 658            Bad
## 659            Bad
## 661            Bad
## 662      Very Good
## 663       Very Bad
## 664            Bad
## 665           Good
## 666            Bad
## 667           Good
## 668           Good
## 669           Good
## 670            Bad
## 671           Good
## 672           Good
## 673      Very Good
## 674           Good
## 675            Bad
## 676           Good
## 677           Good
## 678      Very Good
## 679      Very Good
## 680      Very Good
## 681            Bad
## 683           Good
## 685            Bad
## 686            Bad
## 687      Very Good
## 689           Good
## 690      Very Good
## 691       Very Bad
## 692           Good
## 693            Bad
## 694            Bad
## 695           Good
## 696            Bad
## 697           Good
## 698            Bad
## 699            Bad
## 700            Bad
## 701            Bad
## 702      Very Good
## 703       Very Bad
## 704           Good
## 705           Good
## 706            Bad
## 707            Bad
## 708           Good
## 709           Good
## 710            Bad
## 711            Bad
## 712           Good
## 713           Good
## 714            Bad
## 715           Good
## 716      Very Good
## 717           Good
## 718            Bad
## 719      Very Good
## 720      Very Good
## 721            Bad
## 722            Bad
## 723           Good
## 724      Very Good
## 725      Very Good
## 726            Bad
## 727      Very Good
## 728            Bad
## 729            Bad
## 731           Good
## 732           Good
## 733      Very Good
## 734           Good
## 735            Bad
## 736           Good
## 737           Good
## 738            Bad
## 739      Very Good
## 740           Good
## 741       Very Bad
## 742           Good
## 743           Good
## 744            Bad
## 745            Bad
## 747           Good
## 748           Good
## 749           Good
## 750           Good
## 751           Good
## 752           Good
## 753           Good
## 754           Good
## 755            Bad
## 756      Very Good
## 757            Bad
## 758           Good
## 761           Good
## 762           Good
## 763            Bad
## 764           Good
## 765           Good
## 766           Good
## 768           Good
## 769      Very Good
## 770      Very Good
## 771      Very Good
## 774            Bad
## 775      Very Good
## 776           Good
## 777           Good
## 778            Bad
## 779      Very Good
## 780      Very Good
## 781       Very Bad
## 782           Good
## 783      Very Good
## 784      Very Good
## 785            Bad
## 786           Good
## 787           Good
## 788           Good
## 789      Very Good
## 790           Good
## 791           Good
## 792      Very Good
## 793            Bad
## 794      Very Good
## 795            Bad
## 796            Bad
## 797           Good
## 798           Good
## 799           Good
## 800      Very Good
## 801           Good
## 802            Bad
## 803            Bad
## 804      Very Good
## 805           Good
## 806           Good
## 807            Bad
## 808           Good
## 809           Good
## 810           Good
## 811            Bad
## 812           Good
## 813      Very Good
## 814           Good
## 815           Good
## 816            Bad
## 817            Bad
## 818            Bad
## 819            Bad
## 820            Bad
## 821      Very Good
## 822           Good
## 823            Bad
## 824           Good
## 825            Bad
## 826           Good
## 827           Good
## 828      Very Good
## 829      Very Good
## 830      Very Good
## 831           Good
## 832       Very Bad
## 833      Very Good
## 834           Good
## 835           Good
## 836      Very Good
## 837      Very Good
## 838      Very Good
## 839      Very Good
## 840      Very Good
## 841      Very Good
## 842      Very Good
## 843      Very Good
## 844      Very Good
## 845      Very Good
## 846      Very Good
## 847            Bad
## 848            Bad
## 849      Very Good
## 850           Good
## 851      Very Good
## 852            Bad
## 854            Bad
## 856      Very Good
## 857            Bad
## 858            Bad
## 859      Very Good
## 861      Very Good
## 862      Very Good
## 863           Good
## 864           Good
## 865            Bad
## 866           Good
## 868      Very Good
## 869      Very Good
## 870           Good
## 872            Bad
## 873           Good
## 875            Bad
## 876      Very Good
## 877      Very Good
## 878           Good
## 879           Good
## 880      Very Good
## 881      Very Good
## 882           Good
## 883           Good
## 884           Good
## 885           Good
## 886      Very Good
## 887           Good
## 888      Very Good
## 889           Good
## 890      Very Good
## 891           Good
## 892      Very Good
## 893            Bad
## 894      Very Good
## 895      Very Good
## 896           Good
## 897           Good
## 898           Good
## 899           Good
## 900           Good
## 901      Very Good
## 902           Good
## 903            Bad
## 904           Good
## 905      Very Good
## 906       Very Bad
## 907       Very Bad
## 908      Very Good
## 909       Very Bad
## 910            Bad
## 911            Bad
## 912            Bad
## 913            Bad
## 914            Bad
## 915       Very Bad
## 916            Bad
## 917      Very Good
## 918           Good
## 919           Good
## 920      Very Good
## 921      Very Good
## 922           Good
## 923           Good
## 924           Good
## 925      Very Good
## 926            Bad
## 927            Bad
## 928      Very Good
## 929            Bad
## 930            Bad
## 931      Very Good
## 932            Bad
## 933           Good
## 934            Bad
## 935            Bad
## 936            Bad
## 937            Bad
## 938            Bad
## 939           Good
## 940      Very Good
## 941            Bad
## 942           Good
## 943      Very Good
## 944      Very Good
## 945      Very Good
## 946      Very Good
## 948            Bad
## 949       Very Bad
## 950            Bad
## 951            Bad
## 952           Good
## 953           Good
## 954            Bad
## 955           Good
## 956            Bad
## 957            Bad
## 958      Very Good
## 959      Very Good
## 960           Good
## 961           Good
## 962      Very Good
## 963           Good
## 964           Good
## 965           Good
## 966            Bad
## 967           Good
## 968           Good
## 969      Very Good
## 970      Very Good
## 971      Very Good
## 972      Very Good
## 973           Good
## 974      Very Good
## 975           Good
## 976            Bad
## 977           Good
## 978            Bad
## 979      Very Good
## 982      Very Good
## 983           Good
## 984           Good
## 985            Bad
## 986           Good
## 987           Good
## 988           Good
## 989            Bad
## 990      Very Good
## 991           Good
## 992       Very Bad
## 993            Bad
## 994       Very Bad
## 995           Good
## 996           Good
## 997            Bad
## 998           Good
## 999           Good
## 1000     Very Good
## 1001     Very Good
## 1002           Bad
## 1003          Good
## 1004     Very Good
## 1005          Good
## 1006          Good
## 1007          Good
## 1008           Bad
## 1009     Very Good
## 1010          Good
## 1011          Good
## 1012     Very Good
## 1013          Good
## 1014           Bad
## 1016           Bad
## 1017           Bad
## 1018          Good
## 1019          Good
## 1020          Good
## 1021     Very Good
## 1022     Very Good
## 1023     Very Good
## 1024          Good
## 1026          Good
## 1027          Good
## 1028      Very Bad
## 1029     Very Good
## 1030      Very Bad
## 1031          Good
## 1032          Good
## 1033          Good
## 1034          Good
## 1036          Good
## 1037           Bad
## 1038           Bad
## 1039     Very Good
## 1040           Bad
## 1041      Very Bad
## 1042           Bad
## 1043      Very Bad
## 1044           Bad
## 1045     Very Good
## 1046           Bad
## 1047           Bad
## 1048           Bad
## 1049           Bad
## 1050          Good
## 1051           Bad
## 1053           Bad
## 1054      Very Bad
## 1055           Bad
## 1056           Bad
## 1057          Good
## 1058           Bad
## 1059          Good
## 1060      Very Bad
## 1061     Very Good
## 1062           Bad
## 1063           Bad
## 1064           Bad
## 1065          Good
## 1066           Bad
## 1067          Good
## 1068     Very Good
## 1069     Very Good
## 1070          Good
## 1071     Very Good
## 1072           Bad
## 1073     Very Good
## 1074           Bad
## 1075          Good
## 1076     Very Good
## 1077          Good
## 1078           Bad
## 1079           Bad
## 1080          Good
## 1081     Very Good
## 1082          Good
## 1083          Good
## 1084          Good
## 1085     Very Good
## 1086           Bad
## 1087     Very Good
## 1088     Very Good
## 1089          Good
## 1090     Very Good
## 1091          Good
## 1092          Good
## 1093          Good
## 1094     Very Good
## 1095           Bad
## 1096     Very Good
## 1097          Good
## 1098     Very Good
## 1099          Good
## 1100     Very Good
## 1101          Good
## 1102          Good
## 1103           Bad
## 1104           Bad
## 1105           Bad
## 1106     Very Good
## 1107     Very Good
## 1108     Very Good
## 1109     Very Good
## 1110      Very Bad
## 1111     Very Good
## 1112          Good
## 1113          Good
## 1114           Bad
## 1115      Very Bad
## 1116     Very Good
## 1117           Bad
## 1118           Bad
## 1119           Bad
## 1120           Bad
## 1121          Good
## 1122          Good
## 1123     Very Good
## 1124           Bad
## 1125           Bad
## 1126          Good
## 1128     Very Good
## 1129           Bad
## 1130     Very Good
## 1131          Good
## 1132          Good
## 1133           Bad
## 1134           Bad
## 1135           Bad
## 1136          Good
## 1137     Very Good
## 1138     Very Good
## 1139           Bad
## 1140           Bad
## 1141          Good
## 1142           Bad
## 1143           Bad
## 1144           Bad
## 1145           Bad
## 1146           Bad
## 1147           Bad
## 1148           Bad
## 1149          Good
## 1150           Bad
## 1151           Bad
## 1152           Bad
## 1153      Very Bad
## 1154          Good
## 1155      Very Bad
## 1156      Very Bad
## 1157          Good
## 1158          Good
## 1160          Good
## 1161          Good
## 1162          Good
## 1163     Very Good
## 1165          Good
## 1166           Bad
## 1167           Bad
## 1168          Good
## 1169           Bad
## 1170          Good
## 1171          Good
## 1172           Bad
## 1173          Good
## 1174           Bad
## 1175          Good
## 1176           Bad
## 1177     Very Good
## 1178          Good
## 1179           Bad
## 1180           Bad
## 1181           Bad
## 1182          Good
## 1183           Bad
## 1184          Good
## 1185     Very Good
## 1186           Bad
## 1187           Bad
## 1188     Very Good
## 1189          Good
## 1190           Bad
## 1191          Good
## 1192     Very Good
## 1193          Good
## 1194     Very Good
## 1195          Good
## 1196          Good
## 1197     Very Good
## 1198     Very Good
## 1199          Good
## 1200     Very Good
## 1201          Good
## 1202     Very Good
## 1203           Bad
## 1204          Good
## 1205          Good
## 1207          Good
## 1208           Bad
## 1209          Good
## 1210          Good
## 1211          Good
## 1212           Bad
## 1213          Good
## 1214          Good
## 1215          Good
## 1216           Bad
## 1217     Very Good
## 1219     Very Good
## 1220     Very Good
## 1221          Good
## 1222     Very Good
## 1223          Good
## 1224           Bad
## 1225     Very Good
## 1226          Good
## 1227     Very Good
## 1228           Bad
## 1229          Good
## 1230      Very Bad
## 1231          Good
## 1232     Very Good
## 1233     Very Good
## 1234          Good
## 1235          Good
## 1236           Bad
## 1237          Good
## 1238           Bad
## 1239     Very Good
## 1240           Bad
## 1241          Good
## 1242     Very Good
## 1243     Very Good
## 1244     Very Good
## 1245           Bad
## 1247     Very Good
## 1248          Good
## 1249     Very Good
## 1250           Bad
## 1251     Very Good
## 1252           Bad
## 1253          Good
## 1254     Very Good
## 1256          Good
## 1257          Good
## 1258          Good
## 1259          Good
## 1260          Good
## 1261          Good
## 1262          Good
## 1263          Good
## 1265           Bad
## 1266     Very Good
## 1267     Very Good
## 1268     Very Good
## 1269           Bad
## 1270          Good
## 1271     Very Good
## 1272           Bad
## 1273           Bad
## 1274           Bad
## 1275          Good
## 1276          Good
## 1277     Very Good
## 1278           Bad
## 1279          Good
## 1280          Good
## 1281          Good
## 1282     Very Good
## 1283           Bad
## 1284     Very Good
## 1285     Very Good
## 1286          Good
## 1287     Very Good
## 1288     Very Good
## 1289     Very Good
## 1290          Good
## 1291          Good
## 1292          Good
## 1293          Good
## 1294      Very Bad
## 1295      Very Bad
## 1296          Good
## 1297          Good
## 1298     Very Good
## 1299          Good
## 1300           Bad
## 1301          Good
## 1302           Bad
## 1303          Good
## 1304          Good
## 1306     Very Good
## 1307     Very Good
## 1308           Bad
## 1309          Good
## 1310          Good
## 1311          Good
## 1312          Good
## 1313           Bad
## 1314           Bad
## 1315          Good
## 1316          Good
## 1317          Good
## 1318           Bad
## 1319          Good
## 1320           Bad
## 1321          Good
## 1322          Good
## 1323          Good
## 1324           Bad
## 1325          Good
## 1326     Very Good
## 1327          Good
## 1328          Good
## 1329          Good
## 1330           Bad
## 1331           Bad
## 1332          Good
## 1333     Very Good
## 1334     Very Good
## 1335          Good
## 1336          Good
## 1337     Very Good
## 1338           Bad
## 1339           Bad
## 1340          Good
## 1341          Good
## 1342           Bad
## 1343          Good
## 1344          Good
## 1345     Very Good
## 1346     Very Good
## 1347     Very Good
## 1348     Very Good
## 1349     Very Good
## 1350      Very Bad
## 1351     Very Good
## 1352     Very Good
## 1353          Good
## 1354           Bad
## 1355           Bad
## 1356           Bad
## 1357          Good
## 1358          Good
## 1359     Very Good
## 1360     Very Good
## 1361          Good
## 1362     Very Good
## 1363     Very Good
## 1364      Very Bad
## 1365           Bad
## 1366     Very Good
## 1367          Good
## 1368           Bad
## 1369          Good
## 1371          Good
## 1372     Very Good
## 1373          Good
## 1374          Good
## 1375     Very Good
## 1376     Very Good
## 1377          Good
## 1378          Good
## 1379     Very Good
## 1380          Good
## 1381     Very Good
## 1382     Very Good
## 1383          Good
## 1384          Good
## 1385          Good
## 1386           Bad
## 1388          Good
## 1389     Very Good
## 1390          Good
## 1391          Good
## 1392          Good
## 1393          Good
## 1394          Good
## 1396     Very Good
## 1397     Very Good
## 1398     Very Good
## 1399     Very Good
## 1400          Good
## 1401     Very Good
## 1403     Very Good
## 1404     Very Good
## 1405           Bad
## 1406      Very Bad
## 1407     Very Good
## 1408          Good
## 1409     Very Good
## 1410          Good
## 1411          Good
## 1412          Good
## 1413     Very Good
## 1414          Good
## 1415          Good
## 1416           Bad
## 1417          Good
## 1420     Very Good
## 1421      Very Bad
## 1422          Good
## 1423           Bad
## 1424      Very Bad
## 1425          Good
## 1426          Good
## 1427          Good
## 1428           Bad
## 1429     Very Good
## 1430           Bad
## 1431      Very Bad
## 1432           Bad
## 1433     Very Good
## 1434          Good
## 1435           Bad
## 1436           Bad
## 1438     Very Good
## 1439           Bad
## 1440           Bad
## 1441           Bad
## 1442           Bad
## 1443           Bad
## 1444          Good
## 1445          Good
## 1446          Good
## 1447          Good
## 1448          Good
## 1449          Good
## 1450          Good
## 1451          Good
## 1452           Bad
## 1453          Good
## 1454     Very Good
## 1455           Bad
## 1457          Good
## 1458          Good
## 1459          Good
## 1460          Good
## 1461          Good
## 1462          Good
## 1463          Good
## 1464          Good
## 1465     Very Good
## 1467          Good
## 1468     Very Good
## 1469           Bad
## 1470           Bad
## 1471     Very Good
## 1472          Good
## 1473           Bad
## 1474          Good
## 1475      Very Bad
## 1476          Good
## 1478          Good
## 1479          Good
## 1480          Good
## 1481          Good
## 1482          Good
## 1483          Good
## 1484      Very Bad
## 1485      Very Bad
## 1486          Good
## 1487          Good
## 1489          Good
## 1490           Bad
## 1491          Good
## 1492           Bad
## 1493           Bad
## 1494     Very Good
## 1495     Very Good
## 1496     Very Good
## 1497           Bad
## 1498     Very Good
## 1499          Good
## 1500          Good
## 1501     Very Good
## 1502           Bad
## 1503           Bad
## 1504     Very Good
## 1506     Very Good
## 1507          Good
## 1508          Good
## 1509          Good
## 1510           Bad
## 1511           Bad
## 1512          Good
## 1513     Very Good
## 1514          Good
## 1515     Very Good
## 1516          Good
## 1517          Good
## 1518          Good
## 1519          Good
## 1520           Bad
## 1521          Good
## 1522           Bad
## 1523           Bad
## 1524          Good
## 1525          Good
## 1526           Bad
## 1528          Good
## 1529          Good
## 1530          Good
## 1531           Bad
## 1532     Very Good
## 1533     Very Good
## 1534          Good
## 1536          Good
## 1537           Bad
## 1538          Good
## 1539          Good
## 1540          Good
## 1542      Very Bad
## 1543          Good
## 1544          Good
## 1545           Bad
## 1546          Good
## 1547          Good
## 1548          Good
## 1549          Good
## 1550          Good
## 1551          Good
## 1553     Very Good
## 1554     Very Good
## 1555     Very Good
## 1556     Very Good
## 1557          Good
## 1558          Good
## 1559      Very Bad
## 1560      Very Bad
## 1561          Good
## 1562           Bad
## 1563     Very Good
## 1564          Good
## 1565           Bad
## 1566          Good
## 1567           Bad
## 1568           Bad
## 1569          Good
## 1570           Bad
## 1571           Bad
## 1572          Good
## 1573          Good
## 1574           Bad
## 1575      Very Bad
## 1577          Good
## 1578      Very Bad
## 1580      Very Bad
## 1581           Bad
## 1582          Good
## 1583     Very Good
## 1585          Good
## 1586           Bad
## 1587           Bad
## 1588          Good
## 1589           Bad
## 1590          Good
## 1591          Good
## 1592          Good
## 1593          Good
## 1594          Good
## 1595          Good
## 1596          Good
## 1597           Bad
## 1598          Good
## 1601          Good
## 1602          Good
## 1603           Bad
## 1604     Very Good
## 1605           Bad
## 1606     Very Good
## 1607          Good
## 1608     Very Good
## 1609           Bad
## 1610     Very Good
## 1611          Good
## 1612          Good
## 1613     Very Good
## 1614     Very Good
## 1615           Bad
## 1616          Good
## 1617          Good
## 1618          Good
## 1619          Good
## 1620     Very Good
## 1621     Very Good
## 1622           Bad
## 1623          Good
## 1624          Good
## 1625     Very Good
## 1626          Good
## 1627          Good
## 1628           Bad
## 1629          Good
## 1630          Good
## 1631           Bad
## 1632          Good
## 1633     Very Good
## 1634     Very Good
## 1635          Good
## 1636          Good
## 1637           Bad
## 1638          Good
## 1640           Bad
## 1641           Bad
## 1642          Good
## 1643     Very Good
## 1644     Very Good
## 1645     Very Good
## 1646     Very Good
## 1647          Good
## 1648     Very Good
## 1649           Bad
## 1650      Very Bad
## 1651     Very Good
## 1653      Very Bad
## 1655           Bad
## 1656           Bad
## 1657           Bad
## 1658          Good
## 1659           Bad
## 1660           Bad
## 1661          Good
## 1662          Good
## 1663     Very Good
## 1665      Very Bad
## 1666     Very Good
## 1667           Bad
## 1668          Good
## 1669     Very Good
## 1670          Good
## 1671          Good
## 1672     Very Good
## 1673           Bad
## 1674           Bad
## 1675          Good
## 1676           Bad
## 1677     Very Good
## 1678          Good
## 1679          Good
## 1680           Bad
## 1681           Bad
## 1683     Very Good
## 1684     Very Good
## 1685     Very Good
## 1686     Very Good
## 1687           Bad
## 1688     Very Good
## 1690          Good
## 1691      Very Bad
## 1692     Very Good
## 1693          Good
## 1694           Bad
## 1695          Good
## 1696          Good
## 1697          Good
## 1698          Good
## 1699          Good
## 1700          Good
## 1701          Good
## 1702           Bad
## 1703      Very Bad
## 1704           Bad
## 1705           Bad
## 1706          Good
## 1707          Good
## 1708           Bad
## 1709      Very Bad
## 1710           Bad
## 1711           Bad
## 1712           Bad
## 1713          Good
## 1714          Good
## 1715           Bad
## 1716     Very Good
## 1717          Good
## 1718          Good
## 1719      Very Bad
## 1720          Good
## 1721     Very Good
## 1724     Very Good
## 1725          Good
## 1726          Good
## 1727          Good
## 1729           Bad
## 1730          Good
## 1731          Good
## 1733           Bad
## 1734          Good
## 1735          Good
## 1736          Good
## 1737           Bad
## 1738          Good
## 1739           Bad
## 1740      Very Bad
## 1741          Good
## 1742          Good
## 1743          Good
## 1744          Good
## 1746           Bad
## 1747           Bad
## 1748          Good
## 1749           Bad
## 1750          Good
## 1751          Good
## 1752     Very Good
## 1753          Good
## 1754     Very Good
## 1755          Good
## 1756          Good
## 1757           Bad
## 1758           Bad
## 1759           Bad
## 1760           Bad
## 1761          Good
## 1762          Good
## 1763     Very Good
## 1764          Good
## 1765           Bad
## 1766           Bad
## 1767           Bad
## 1768           Bad
## 1769           Bad
## 1770     Very Good
## 1771          Good
## 1772          Good
## 1773          Good
## 1774          Good
## 1775          Good
## 1777           Bad
## 1778          Good
## 1779     Very Good
## 1780     Very Good
## 1781           Bad
## 1783          Good
## 1784          Good
## 1785     Very Good
## 1786          Good
## 1787     Very Good
## 1788     Very Good
## 1789           Bad
## 1790     Very Good
## 1791           Bad
## 1792           Bad
## 1793          Good
## 1794           Bad
## 1795           Bad
## 1796          Good
## 1797           Bad
## 1798     Very Good
## 1799          Good
## 1800          Good
## 1801          Good
## 1802           Bad
## 1803          Good
## 1804          Good
## 1805          Good
## 1806           Bad
## 1807           Bad
## 1808          Good
## 1809           Bad
## 1810          Good
## 1811          Good
## 1812           Bad
## 1813          Good
## 1814          Good
## 1815     Very Good
## 1816          Good
## 1817     Very Good
## 1818      Very Bad
## 1819          Good
## 1820          Good
## 1821          Good
## 1822           Bad
## 1823     Very Good
## 1824          Good
## 1825           Bad
## 1826           Bad
## 1827           Bad
## 1828          Good
## 1829          Good
## 1830     Very Good
## 1831     Very Good
## 1832     Very Good
## 1833     Very Good
## 1834     Very Good
## 1835          Good
## 1837          Good
## 1838     Very Good
## 1839          Good
## 1840          Good
## 1841           Bad
## 1842     Very Good
## 1843          Good
## 1844          Good
## 1845          Good
## 1846           Bad
## 1847           Bad
## 1848           Bad
## 1850          Good
## 1851     Very Good
## 1852          Good
## 1853     Very Good
## 1854           Bad
## 1855     Very Good
## 1856          Good
## 1858           Bad
## 1859           Bad
## 1860          Good
## 1861          Good
## 1862          Good
## 1863     Very Good
## 1864           Bad
## 1865          Good
## 1867          Good
## 1868          Good
## 1869     Very Good
## 1870     Very Good
## 1871          Good
## 1872          Good
## 1873           Bad
## 1874           Bad
## 1875           Bad
## 1876           Bad
## 1877          Good
## 1878          Good
## 1879          Good
## 1880          Good
## 1881           Bad
## 1882          Good
## 1883           Bad
## 1884           Bad
## 1885           Bad
## 1886          Good
## 1887           Bad
## 1888           Bad
## 1889           Bad
## 1890           Bad
## 1891           Bad
## 1892           Bad
## 1893           Bad
## 1894           Bad
## 1895           Bad
## 1896          Good
## 1897          Good
## 1898          Good
## 1899          Good
## 1900     Very Good
## 1902           Bad
## 1903          Good
## 1904           Bad
## 1905          Good
## 1906          Good
## 1907           Bad
## 1908     Very Good
## 1909     Very Good
## 1910           Bad
## 1911           Bad
## 1912          Good
## 1913          Good
## 1914          Good
## 1915          Good
## 1916     Very Good
## 1917           Bad
## 1918          Good
## 1919          Good
## 1920          Good
## 1921     Very Good
## 1922           Bad
## 1923           Bad
## 1924           Bad
## 1925      Very Bad
## 1928           Bad
## 1929          Good
## 1930           Bad
## 1931          Good
## 1934           Bad
## 1935          Good
## 1936           Bad
## 1937          Good
## 1938     Very Good
## 1939           Bad
## 1940           Bad
## 1941           Bad
## 1942           Bad
## 1943           Bad
## 1944           Bad
## 1946          Good
## 1947          Good
## 1949     Very Good
## 1950           Bad
## 1951           Bad
## 1953     Very Good
## 1954          Good
## 1955           Bad
## 1956           Bad
## 1957           Bad
## 1958          Good
## 1960           Bad
## 1961           Bad
## 1962           Bad
## 1963           Bad
## 1965           Bad
## 1966          Good
## 1967          Good
## 1968     Very Good
## 1969          Good
## 1970     Very Good
## 1971          Good
## 1972     Very Good
## 1973           Bad
## 1974           Bad
## 1975           Bad
## 1976          Good
## 1977           Bad
## 1978          Good
## 1979          Good
## 1980          Good
## 1981     Very Good
## 1982     Very Good
## 1983     Very Good
## 1984     Very Good
## 1985     Very Good
## 1986          Good
## 1987          Good
## 1988           Bad
## 1989          Good
## 1990     Very Good
## 1991      Very Bad
## 1992     Very Good
## 1993           Bad
## 1994          Good
## 1995          Good
## 1996          Good
## 1997          Good
## 1998          Good
## 1999          Good
## 2000          Good
## 2001           Bad
## 2002           Bad
## 2003          Good
## 2004          Good
## 2005          Good
## 2006          Good
## 2007          Good
## 2008          Good
## 2009           Bad
## 2010     Very Good
## 2011          Good
## 2012           Bad
## 2013           Bad
## 2014          Good
## 2015           Bad
## 2016          Good
## 2017     Very Good
## 2018           Bad
## 2019     Very Good
## 2020          Good
## 2021          Good
## 2022          Good
## 2023          Good
## 2024          Good
## 2028           Bad
## 2029          Good
## 2030          Good
## 2031          Good
## 2032           Bad
## 2033          Good
## 2034           Bad
## 2035           Bad
## 2036           Bad
## 2038           Bad
## 2039           Bad
## 2040           Bad
## 2041          Good
## 2042           Bad
## 2043          Good
## 2044          Good
## 2045          Good
## 2046           Bad
## 2047           Bad
## 2048           Bad
## 2049           Bad
## 2050     Very Good
## 2052           Bad
## 2053           Bad
## 2054           Bad
## 2055           Bad
## 2056          Good
## 2057           Bad
## 2058     Very Good
## 2059           Bad
## 2060           Bad
## 2061           Bad
## 2062          Good
## 2063           Bad
## 2064           Bad
## 2065          Good
## 2066           Bad
## 2067           Bad
## 2068           Bad
## 2069          Good
## 2070     Very Good
## 2071          Good
## 2072          Good
## 2073           Bad
## 2074           Bad
## 2075          Good
## 2076           Bad
## 2077           Bad
## 2078          Good
## 2079          Good
## 2080      Very Bad
## 2081           Bad
## 2082           Bad
## 2083          Good
## 2084           Bad
## 2085          Good
## 2086          Good
## 2087           Bad
## 2088          Good
## 2089          Good
## 2090          Good
## 2091           Bad
## 2092           Bad
## 2093           Bad
## 2094           Bad
## 2095           Bad
## 2096           Bad
## 2097           Bad
## 2098           Bad
## 2099          Good
## 2100           Bad
## 2101           Bad
## 2102          Good
## 2103           Bad
## 2104           Bad
## 2105           Bad
## 2106           Bad
## 2107           Bad
## 2108          Good
## 2109          Good
## 2110          Good
## 2111           Bad
## 2112           Bad
## 2113           Bad
## 2114           Bad
## 2115          Good
## 2116           Bad
## 2117      Very Bad
## 2118           Bad
## 2119          Good
## 2120      Very Bad
## 2121           Bad
## 2122     Very Good
## 2123           Bad
## 2124           Bad
## 2125     Very Good
## 2126           Bad
## 2127           Bad
## 2129          Good
## 2130           Bad
## 2131           Bad
## 2132          Good
## 2133          Good
## 2134          Good
## 2135          Good
## 2136           Bad
## 2137          Good
## 2138           Bad
## 2139           Bad
## 2140           Bad
## 2141           Bad
## 2142           Bad
## 2143           Bad
## 2144     Very Good
## 2145          Good
## 2146          Good
## 2147          Good
## 2148           Bad
## 2149           Bad
## 2150          Good
## 2151          Good
## 2152           Bad
## 2153          Good
## 2154          Good
## 2156           Bad
## 2157      Very Bad
## 2158          Good
## 2159          Good
## 2160      Very Bad
## 2161          Good
## 2162     Very Good
## 2163          Good
## 2164          Good
## 2166           Bad
## 2167           Bad
## 2168     Very Good
## 2169     Very Good
## 2170     Very Good
## 2171     Very Good
## 2172     Very Good
## 2173           Bad
## 2174           Bad
## 2175     Very Good
## 2176     Very Good
## 2177           Bad
## 2178     Very Good
## 2179           Bad
## 2180          Good
## 2181          Good
## 2182          Good
## 2183           Bad
## 2184           Bad
## 2185          Good
## 2186     Very Good
## 2188           Bad
## 2189          Good
## 2190          Good
## 2191          Good
## 2192           Bad
## 2193          Good
## 2194          Good
## 2195          Good
## 2196           Bad
## 2197          Good
## 2198          Good
## 2199           Bad
## 2200          Good
## 2201           Bad
## 2202          Good
## 2203           Bad
## 2204           Bad
## 2205           Bad
## 2206           Bad
## 2208     Very Good
## 2209           Bad
## 2210          Good
## 2211     Very Good
## 2212          Good
## 2213          Good
## 2214          Good
## 2215           Bad
## 2216          Good
## 2217           Bad
## 2218          Good
## 2219          Good
## 2220     Very Good
## 2221          Good
## 2222          Good
## 2223     Very Good
## 2224          Good
## 2225     Very Good
## 2226      Very Bad
## 2227           Bad
## 2228           Bad
## 2229     Very Good
## 2230          Good
## 2231     Very Good
## 2232          Good
## 2233          Good
## 2234           Bad
## 2235           Bad
## 2236          Good
## 2237           Bad
## 2238      Very Bad
## 2239          Good
## 2240          Good
## 2241           Bad
## 2242           Bad
## 2243           Bad
## 2244           Bad
## 2245           Bad
## 2246     Very Good
## 2247      Very Bad
## 2248          Good
## 2249          Good
## 2250           Bad
## 2251          Good
## 2252     Very Good
## 2253           Bad
## 2254           Bad
## 2255          Good
## 2256          Good
## 2257           Bad
## 2258          Good
## 2259           Bad
## 2260          Good
## 2261           Bad
## 2262          Good
## 2263          Good
## 2264           Bad
## 2265          Good
## 2266           Bad
## 2267           Bad
## 2268          Good
## 2269          Good
## 2270          Good
## 2271     Very Good
## 2272          Good
## 2273          Good
## 2274           Bad
## 2275     Very Good
## 2276      Very Bad
## 2277          Good
## 2278          Good
## 2279          Good
## 2280           Bad
## 2281          Good
## 2282          Good
## 2283           Bad
## 2284           Bad
## 2285           Bad
## 2286           Bad
## 2287           Bad
## 2288           Bad
## 2289           Bad
## 2290     Very Good
## 2291     Very Good
## 2292          Good
## 2293          Good
## 2294     Very Good
## 2295     Very Good
## 2296          Good
## 2297     Very Good
## 2298          Good
## 2299     Very Good
## 2300     Very Good
## 2301     Very Good
## 2302           Bad
## 2303           Bad
## 2304           Bad
## 2305          Good
## 2306     Very Good
## 2307           Bad
## 2308           Bad
## 2309           Bad
## 2310          Good
## 2311           Bad
## 2312     Very Good
## 2313           Bad
## 2314     Very Good
## 2315          Good
## 2316          Good
## 2317     Very Good
## 2318           Bad
## 2319      Very Bad
## 2320     Very Good
## 2321          Good
## 2323          Good
## 2324          Good
## 2325           Bad
## 2326          Good
## 2327           Bad
## 2328          Good
## 2329           Bad
## 2330           Bad
## 2331          Good
## 2332           Bad
## 2333          Good
## 2336           Bad
## 2338      Very Bad
## 2339           Bad
## 2340          Good
## 2341          Good
## 2342           Bad
## 2343     Very Good
## 2344           Bad
## 2345          Good
## 2346          Good
## 2347      Very Bad
## 2348          Good
## 2349          Good
## 2351           Bad
## 2352          Good
## 2353          Good
## 2354     Very Good
## 2355          Good
## 2356     Very Good
## 2357          Good
## 2358           Bad
## 2359           Bad
## 2361          Good
## 2362           Bad
## 2363          Good
## 2364           Bad
## 2365           Bad
## 2366           Bad
## 2367           Bad
## 2368          Good
## 2369          Good
## 2370          Good
## 2371     Very Good
## 2373      Very Bad
## 2374      Very Bad
## 2375          Good
## 2376          Good
## 2377          Good
## 2378          Good
## 2380      Very Bad
## 2381      Very Bad
## 2382          Good
## 2383     Very Good
## 2384          Good
## 2385     Very Good
## 2386           Bad
## 2387      Very Bad
## 2388      Very Bad
## 2389      Very Bad
## 2390     Very Good
## 2391     Very Good
## 2392          Good
## 2393     Very Good
## 2394          Good
## 2396           Bad
## 2398          Good
## 2399          Good
## 2400          Good
## 2401      Very Bad
## 2402      Very Bad
## 2403          Good
## 2405           Bad
## 2406           Bad
## 2407          Good
## 2408          Good
## 2410      Very Bad
## 2411          Good
## 2412          Good
## 2413      Very Bad
## 2414      Very Bad
## 2415      Very Bad
## 2416           Bad
## 2417          Good
## 2419           Bad
## 2420           Bad
## 2421     Very Good
## 2422           Bad
## 2423           Bad
## 2424          Good
## 2425           Bad
## 2426          Good
## 2427          Good
## 2428          Good
## 2429          Good
## 2430          Good
## 2431           Bad
## 2432           Bad
## 2433           Bad
## 2434          Good
## 2435          Good
## 2436      Very Bad
## 2437           Bad
## 2438          Good
## 2439           Bad
## 2440          Good
## 2441           Bad
## 2443           Bad
## 2444           Bad
## 2445           Bad
## 2446           Bad
## 2447           Bad
## 2448          Good
## 2449          Good
## 2450          Good
## 2451           Bad
## 2452           Bad
## 2453     Very Good
## 2454          Good
## 2455           Bad
## 2456          Good
## 2457          Good
## 2458          Good
## 2459          Good
## 2460           Bad
## 2461           Bad
## 2462           Bad
## 2463           Bad
## 2464     Very Good
## 2465           Bad
## 2468          Good
## 2469          Good
## 2470           Bad
## 2471           Bad
## 2472     Very Good
## 2473          Good
## 2474          Good
## 2475     Very Good
## 2476           Bad
## 2477          Good
## 2478     Very Good
## 2479          Good
## 2480          Good
## 2481           Bad
## 2482          Good
## 2483          Good
## 2484          Good
## 2485           Bad
## 2486          Good
## 2487           Bad
## 2488          Good
## 2489          Good
## 2490          Good
## 2491          Good
## 2492           Bad
## 2493          Good
## 2494      Very Bad
## 2495      Very Bad
## 2496           Bad
## 2497           Bad
## 2498           Bad
## 2499           Bad
## 2500          Good
## 2501           Bad
## 2502           Bad
## 2503      Very Bad
## 2504      Very Bad
## 2505          Good
## 2506          Good
## 2507          Good
## 2508     Very Good
## 2509          Good
## 2510           Bad
## 2511          Good
## 2512          Good
## 2513          Good
## 2514           Bad
## 2515     Very Good
## 2516     Very Good
## 2517          Good
## 2518          Good
## 2519     Very Good
## 2520           Bad
## 2521           Bad
## 2522     Very Good
## 2523     Very Good
## 2524           Bad
## 2525           Bad
## 2526     Very Good
## 2527     Very Good
## 2528          Good
## 2529          Good
## 2530           Bad
## 2531          Good
## 2532      Very Bad
## 2533      Very Bad
## 2534           Bad
## 2535     Very Good
## 2536          Good
## 2537          Good
## 2538          Good
## 2539          Good
## 2540           Bad
## 2541           Bad
## 2542          Good
## 2543           Bad
## 2544          Good
## 2545          Good
## 2546          Good
## 2547           Bad
## 2548           Bad
## 2549          Good
## 2550           Bad
## 2551           Bad
## 2552          Good
## 2553           Bad
## 2554     Very Good
## 2555     Very Good
## 2556     Very Good
## 2557           Bad
## 2558     Very Good
## 2559     Very Good
## 2561          Good
## 2562           Bad
## 2563          Good
## 2565          Good
## 2566           Bad
## 2567     Very Good
## 2568           Bad
## 2569          Good
## 2570          Good
## 2571           Bad
## 2572          Good
## 2573           Bad
## 2574           Bad
## 2575           Bad
## 2576          Good
## 2577           Bad
## 2578           Bad
## 2579     Very Good
## 2581           Bad
## 2582     Very Good
## 2583     Very Good
## 2584     Very Good
## 2585     Very Good
## 2586     Very Good
## 2587     Very Good
## 2588          Good
## 2589     Very Good
## 2590      Very Bad
## 2591          Good
## 2592     Very Good
## 2593           Bad
## 2594           Bad
## 2596           Bad
## 2597           Bad
## 2598          Good
## 2599           Bad
## 2600          Good
## 2601     Very Good
## 2602           Bad
## 2603          Good
## 2604     Very Good
## 2605     Very Good
## 2606          Good
## 2607          Good
## 2608          Good
## 2609          Good
## 2610          Good
## 2611           Bad
## 2612           Bad
## 2613     Very Good
## 2614           Bad
## 2615           Bad
## 2616     Very Good
## 2617     Very Good
## 2618     Very Good
## 2619     Very Good
## 2620          Good
## 2621           Bad
## 2622           Bad
## 2623     Very Good
## 2624     Very Good
## 2625           Bad
## 2627     Very Good
## 2628     Very Good
## 2629          Good
## 2631          Good
## 2632     Very Good
## 2633           Bad
## 2634           Bad
## 2636          Good
## 2637           Bad
## 2639          Good
## 2640          Good
## 2641          Good
## 2642           Bad
## 2643           Bad
## 2644           Bad
## 2645          Good
## 2646     Very Good
## 2648           Bad
## 2649          Good
## 2650          Good
## 2651           Bad
## 2652           Bad
## 2653     Very Good
## 2654           Bad
## 2656           Bad
## 2657      Very Bad
## 2658     Very Good
## 2659     Very Good
## 2660          Good
## 2661          Good
## 2662          Good
## 2663          Good
## 2664     Very Good
## 2665     Very Good
## 2666           Bad
## 2667     Very Good
## 2668     Very Good
## 2670           Bad
## 2671     Very Good
## 2672     Very Good
## 2673     Very Good
## 2674          Good
## 2675     Very Good
## 2676     Very Good
## 2677          Good
## 2678          Good
## 2679           Bad
## 2680          Good
## 2681          Good
## 2682          Good
## 2683          Good
## 2684           Bad
## 2685          Good
## 2686     Very Good
## 2687          Good
## 2688           Bad
## 2689          Good
## 2690          Good
## 2691          Good
## 2692          Good
## 2693          Good
## 2694          Good
## 2695          Good
## 2696          Good
## 2697          Good
## 2698           Bad
## 2699          Good
## 2700          Good
## 2701     Very Good
## 2702           Bad
## 2703           Bad
## 2704           Bad
## 2707          Good
## 2708           Bad
## 2709          Good
## 2710           Bad
## 2711           Bad
## 2713           Bad
## 2714          Good
## 2715          Good
## 2716          Good
## 2717           Bad
## 2718          Good
## 2719          Good
## 2720          Good
## 2721     Very Good
## 2723     Very Good
## 2724          Good
## 2725          Good
## 2726           Bad
## 2727          Good
## 2728          Good
## 2729          Good
## 2730     Very Good
## 2732           Bad
## 2733           Bad
## 2734     Very Good
## 2735          Good
## 2736          Good
## 2737          Good
## 2738     Very Good
## 2739           Bad
## 2740     Very Good
## 2741          Good
## 2742           Bad
## 2743          Good
## 2744          Good
## 2745          Good
## 2746     Very Good
## 2747          Good
## 2748          Good
## 2750          Good
## 2752          Good
## 2753          Good
## 2754     Very Good
## 2755           Bad
## 2756           Bad
## 2757          Good
## 2758           Bad
## 2759          Good
## 2760          Good
## 2761          Good
## 2762           Bad
## 2763           Bad
## 2764          Good
## 2765          Good
## 2766          Good
## 2767          Good
## 2768          Good
## 2769          Good
## 2770           Bad
## 2771     Very Good
## 2773     Very Good
## 2774     Very Good
## 2775     Very Good
## 2776     Very Good
## 2777     Very Good
## 2778          Good
## 2779     Very Good
## 2780           Bad
## 2781           Bad
## 2783          Good
## 2784          Good
## 2785          Good
## 2786           Bad
## 2787          Good
## 2788           Bad
## 2789           Bad
## 2790           Bad
## 2791          Good
## 2792           Bad
## 2793           Bad
## 2794     Very Good
## 2795           Bad
## 2796     Very Good
## 2797     Very Good
## 2798           Bad
## 2799     Very Good
## 2800     Very Good
## 2801           Bad
## 2802           Bad
## 2803          Good
## 2804     Very Good
## 2805     Very Good
## 2806          Good
## 2807           Bad
## 2808           Bad
## 2809          Good
## 2810     Very Good
## 2811     Very Good
## 2812           Bad
## 2813          Good
## 2814     Very Good
## 2815     Very Good
## 2816           Bad
## 2817           Bad
## 2818     Very Good
## 2820          Good
## 2822           Bad
## 2823           Bad
## 2824          Good
## 2825          Good
## 2826          Good
## 2827          Good
## 2828     Very Good
## 2829     Very Good
## 2830           Bad
## 2831           Bad
## 2832           Bad
## 2833          Good
## 2834     Very Good
## 2835          Good
## 2836          Good
## 2837          Good
## 2838          Good
## 2839     Very Good
## 2840     Very Good
## 2841          Good
## 2842          Good
## 2843          Good
## 2844          Good
## 2845           Bad
## 2846     Very Good
## 2847     Very Good
## 2848           Bad
## 2849           Bad
## 2851           Bad
## 2852           Bad
## 2853           Bad
## 2854          Good
## 2855          Good
## 2856     Very Good
## 2857     Very Good
## 2858     Very Good
## 2859     Very Good
## 2860          Good
## 2861          Good
## 2862          Good
## 2863          Good
## 2864          Good
## 2865          Good
## 2866          Good
## 2867     Very Good
## 2868     Very Good
## 2869           Bad
## 2870          Good
## 2871     Very Good
## 2872          Good
## 2874     Very Good
## 2876          Good
## 2877           Bad
## 2879          Good
## 2880          Good
## 2881           Bad
## 2882     Very Good
## 2883           Bad
## 2884     Very Good
## 2885     Very Good
## 2886          Good
## 2887           Bad
## 2888           Bad
## 2889      Very Bad
## 2890          Good
## 2891     Very Good
## 2892          Good
## 2893           Bad
## 2895     Very Good
## 2896           Bad
## 2897           Bad
## 2898           Bad
## 2899           Bad
## 2900           Bad
## 2901          Good
## 2902     Very Good
## 2903           Bad
## 2904          Good
## 2905     Very Good
## 2906           Bad
## 2907           Bad
## 2908          Good
## 2909          Good
## 2910          Good
## 2911           Bad
## 2912           Bad
## 2913     Very Good
## 2914           Bad
## 2915          Good
## 2916          Good
## 2917          Good
## 2918     Very Good
## 2919          Good
## 2920           Bad
## 2921      Very Bad
## 2922          Good
## 2923     Very Good
## 2924          Good
## 2925          Good
## 2926           Bad
## 2927     Very Good
## 2928     Very Good
## 2929     Very Good
## 2930          Good
## 2932     Very Good
## 2933          Good
## 2934          Good
## 2935           Bad
## 2936      Very Bad
## 2937           Bad
## 2938           Bad
## 2939     Very Good
## 2940     Very Good
## 2941          Good
## 2942           Bad
## 2943           Bad
## 2944     Very Good
## 2945          Good
## 2946     Very Good
## 2947          Good
## 2948          Good
## 2949          Good
## 2950          Good
## 2951           Bad
## 2952           Bad
## 2953           Bad
## 2954           Bad
## 2955     Very Good
## 2956           Bad
## 2957          Good
## 2958          Good
## 2959           Bad
## 2960     Very Good
## 2961     Very Good
## 2962          Good
## 2963           Bad
## 2964     Very Good
## 2965           Bad
## 2966     Very Good
## 2967          Good
## 2968          Good
## 2969           Bad
## 2970          Good
## 2971           Bad
## 2972           Bad
## 2973          Good
## 2974          Good
## 2975          Good
## 2976          Good
## 2977          Good
## 2978          Good
## 2979          Good
## 2980     Very Good
## 2981     Very Good
## 2982     Very Good
## 2983          Good
## 2984          Good
## 2985          Good
## 2986     Very Good
## 2987     Very Good
## 2988     Very Good
## 2989     Very Good
## 2990          Good
## 2991     Very Good
## 2992     Very Good
## 2993     Very Good
## 2994     Very Good
## 2995     Very Good
## 2996          Good
## 2997     Very Good
## 2998          Good
## 2999     Very Good
## 3000     Very Good
## 3001     Very Good
## 3002     Very Good
## 3003     Very Good
## 3004     Very Good
## 3005          Good
## 3006          Good
## 3007          Good
## 3008     Very Good
## 3009     Very Good
## 3010          Good
## 3011           Bad
## 3012          Good
## 3013          Good
## 3014          Good
## 3016          Good
## 3017          Good
## 3018          Good
## 3019     Very Good
## 3020          Good
## 3021          Good
## 3022      Very Bad
## 3023           Bad
## 3025          Good
## 3027          Good
## 3028           Bad
## 3029          Good
## 3030     Very Good
## 3031     Very Good
## 3032          Good
## 3033           Bad
## 3034          Good
## 3035          Good
## 3036     Very Good
## 3037           Bad
## 3038          Good
## 3039          Good
## 3040          Good
## 3041           Bad
## 3042          Good
## 3043          Good
## 3045          Good
## 3046          Good
## 3047          Good
## 3048           Bad
## 3049          Good
## 3050           Bad
## 3052           Bad
## 3054           Bad
## 3055          Good
## 3056          Good
## 3057           Bad
## 3058           Bad
## 3059           Bad
## 3060          Good
## 3061           Bad
## 3062           Bad
## 3063     Very Good
## 3064           Bad
## 3066          Good
## 3068      Very Bad
## 3069          Good
## 3070     Very Good
## 3071     Very Good
## 3072     Very Good
## 3074           Bad
## 3075           Bad
## 3076     Very Good
## 3077           Bad
## 3078           Bad
## 3079           Bad
## 3080           Bad
## 3081          Good
## 3082           Bad
## 3083          Good
## 3084     Very Good
## 3085          Good
## 3086          Good
## 3087     Very Good
## 3088      Very Bad
## 3089          Good
## 3090     Very Good
## 3091          Good
## 3092          Good
## 3093          Good
## 3094     Very Good
## 3097     Very Good
## 3099     Very Good
## 3100     Very Good
## 3101     Very Good
## 3102          Good
## 3103          Good
## 3104     Very Good
## 3105           Bad
## 3106          Good
## 3107          Good
## 3108          Good
## 3109           Bad
## 3110      Very Bad
## 3111          Good
## 3112     Very Good
## 3113           Bad
## 3114          Good
## 3115          Good
## 3116          Good
## 3117     Very Good
## 3118     Very Good
## 3119     Very Good
## 3120           Bad
## 3121          Good
## 3122           Bad
## 3123          Good
## 3124           Bad
## 3125          Good
## 3126           Bad
## 3127     Very Good
## 3128           Bad
## 3129          Good
## 3130          Good
## 3131          Good
## 3132           Bad
## 3133          Good
## 3134          Good
## 3135          Good
## 3136          Good
## 3137           Bad
## 3138          Good
## 3139          Good
## 3140          Good
## 3141          Good
## 3142     Very Good
## 3143          Good
## 3144           Bad
## 3145          Good
## 3146          Good
## 3147          Good
## 3148          Good
## 3149          Good
## 3150          Good
## 3151          Good
## 3152          Good
## 3154          Good
## 3155          Good
## 3156     Very Good
## 3157           Bad
## 3158     Very Good
## 3159     Very Good
## 3160          Good
## 3161          Good
## 3162           Bad
## 3163     Very Good
## 3164     Very Good
## 3165          Good
## 3167          Good
## 3168     Very Good
## 3169          Good
## 3170          Good
## 3171          Good
## 3172          Good
## 3173     Very Good
## 3174     Very Good
## 3175     Very Good
## 3176          Good
## 3177          Good
## 3178           Bad
## 3179          Good
## 3180      Very Bad
## 3181          Good
## 3182          Good
## 3183           Bad
## 3184          Good
## 3185     Very Good
## 3186          Good
## 3187      Very Bad
## 3188     Very Good
## 3189     Very Good
## 3190           Bad
## 3191     Very Good
## 3192          Good
## 3193          Good
## 3194           Bad
## 3195           Bad
## 3196          Good
## 3197     Very Good
## 3198          Good
## 3199     Very Good
## 3200     Very Good
## 3201     Very Good
## 3202          Good
## 3203     Very Good
## 3204     Very Good
## 3205           Bad
## 3206     Very Good
## 3207     Very Good
## 3208          Good
## 3209           Bad
## 3210           Bad
## 3211           Bad
## 3212          Good
## 3213           Bad
## 3214          Good
## 3215          Good
## 3216          Good
## 3217           Bad
## 3218           Bad
## 3219      Very Bad
## 3220     Very Good
## 3221           Bad
## 3222          Good
## 3223          Good
## 3224          Good
## 3225          Good
## 3226     Very Good
## 3227          Good
## 3228          Good
## 3229          Good
## 3230     Very Good
## 3231          Good
## 3232          Good
## 3233           Bad
## 3234          Good
## 3235          Good
## 3236          Good
## 3237          Good
## 3238     Very Good
## 3239           Bad
## 3240     Very Good
## 3241          Good
## 3242     Very Good
## 3243          Good
## 3244     Very Good
## 3245     Very Good
## 3246           Bad
## 3247          Good
## 3248          Good
## 3249     Very Good
## 3250     Very Good
## 3251          Good
## 3252          Good
## 3253     Very Good
## 3254     Very Good
## 3255           Bad
## 3256          Good
## 3257          Good
## 3258          Good
## 3259          Good
## 3260          Good
## 3261          Good
## 3262           Bad
## 3263     Very Good
## 3264     Very Good
## 3265          Good
## 3267          Good
## 3268          Good
## 3269          Good
## 3270           Bad
## 3271           Bad
## 3272     Very Good
## 3273     Very Good
## 3274     Very Good
## 3275           Bad
## 3276      Very Bad
## 3277     Very Good
## 3278     Very Good
## 3279           Bad
## 3280          Good
## 3281           Bad
## 3282          Good
## 3283     Very Good
## 3285          Good
## 3286     Very Good
## 3287     Very Good
## 3288     Very Good
## 3290           Bad
## 3291           Bad
## 3292     Very Good
## 3293           Bad
## 3294     Very Good
## 3295          Good
## 3296           Bad
## 3297           Bad
## 3298           Bad
## 3299          Good
## 3300     Very Good
## 3301           Bad
## 3302     Very Good
## 3303          Good
## 3304     Very Good
## 3305     Very Good
## 3306     Very Good
## 3307     Very Good
## 3309          Good
## 3310     Very Good
## 3311     Very Good
## 3312     Very Good
## 3313     Very Good
## 3314     Very Good
## 3315          Good
## 3316     Very Good
## 3317          Good
## 3318          Good
## 3319     Very Good
## 3320           Bad
## 3321           Bad
## 3322          Good
## 3323     Very Good
## 3324          Good
## 3325          Good
## 3326     Very Good
## 3327           Bad
## 3328     Very Good
## 3329           Bad
## 3330          Good
## 3331          Good
## 3332          Good
## 3333     Very Good
## 3334          Good
## 3335          Good
## 3336          Good
## 3337          Good
## 3338          Good
## 3339          Good
## 3340          Good
## 3341          Good
## 3342          Good
## 3343           Bad
## 3344     Very Good
## 3345          Good
## 3346          Good
## 3347          Good
## 3348          Good
## 3349          Good
## 3350          Good
## 3351          Good
## 3352          Good
## 3353          Good
## 3354          Good
## 3355     Very Good
## 3356          Good
## 3357          Good
## 3358     Very Good
## 3359          Good
## 3360          Good
## 3361     Very Good
## 3362          Good
## 3363          Good
## 3364          Good
## 3365          Good
## 3366     Very Good
## 3367          Good
## 3368          Good
## 3369          Good
## 3370     Very Good
## 3371          Good
## 3372          Good
## 3373          Good
## 3374     Very Good
## 3375           Bad
## 3376          Good
## 3377          Good
## 3378          Good
## 3379     Very Good
## 3380           Bad
## 3381     Very Good
## 3382     Very Good
## 3383     Very Good
## 3384          Good
## 3385          Good
## 3386          Good
## 3387     Very Good
## 3388           Bad
## 3389          Good
## 3390     Very Good
## 3391          Good
## 3392     Very Good
## 3393          Good
## 3394          Good
## 3395           Bad
## 3396           Bad
## 3397          Good
## 3398          Good
## 3399           Bad
## 3400          Good
## 3401          Good
## 3402           Bad
## 3403          Good
## 3404           Bad
## 3405          Good
## 3406          Good
## 3407          Good
## 3408           Bad
## 3409          Good
## 3410      Very Bad
## 3411     Very Good
## 3412          Good
## 3413          Good
## 3414          Good
## 3415     Very Good
## 3416     Very Good
## 3417          Good
## 3418      Very Bad
## 3419          Good
## 3420     Very Good
## 3421           Bad
## 3422     Very Good
## 3423     Very Good
## 3424           Bad
## 3425          Good
## 3426          Good
## 3427          Good
## 3428          Good
## 3429          Good
## 3430           Bad
## 3431          Good
## 3432          Good
## 3433           Bad
## 3434     Very Good
## 3435          Good
## 3436          Good
## 3437          Good
## 3438           Bad
## 3439           Bad
## 3440           Bad
## 3441           Bad
## 3442           Bad
## 3443     Very Good
## 3444          Good
## 3445           Bad
## 3446     Very Good
## 3447          Good
## 3448          Good
## 3449     Very Good
## 3450     Very Good
## 3451     Very Good
## 3452     Very Good
## 3453           Bad
## 3454          Good
## 3455           Bad
## 3456          Good
## 3457           Bad
## 3458     Very Good
## 3459     Very Good
## 3460          Good
## 3461          Good
## 3463          Good
## 3464     Very Good
## 3465           Bad
## 3466          Good
## 3467          Good
## 3468           Bad
## 3469     Very Good
## 3470          Good
## 3472          Good
## 3473          Good
## 3474     Very Good
## 3475          Good
## 3476          Good
## 3477     Very Good
## 3478     Very Good
## 3479          Good
## 3480     Very Good
## 3481     Very Good
## 3482           Bad
## 3483     Very Good
## 3484     Very Good
## 3485     Very Good
## 3486     Very Good
## 3487          Good
## 3488          Good
## 3489          Good
## 3490     Very Good
## 3491     Very Good
## 3492          Good
## 3493     Very Good
## 3494     Very Good
## 3495          Good
## 3496     Very Good
## 3497     Very Good
## 3499          Good
## 3500     Very Good
## 3501     Very Good
## 3502          Good
## 3503           Bad
## 3504     Very Good
## 3505     Very Good
## 3506     Very Good
## 3507          Good
## 3508     Very Good
## 3509           Bad
## 3510          Good
## 3511          Good
## 3512     Very Good
## 3513          Good
## 3514          Good
## 3515          Good
## 3516     Very Good
## 3517     Very Good
## 3518     Very Good
## 3519           Bad
## 3520     Very Good
## 3522     Very Good
## 3523           Bad
## 3525          Good
## 3526          Good
## 3527          Good
## 3528          Good
## 3529      Very Bad
## 3530     Very Good
## 3531           Bad
## 3532           Bad
## 3533          Good
## 3534          Good
## 3535           Bad
## 3536           Bad
## 3537          Good
## 3538           Bad
## 3539     Very Good
## 3540          Good
## 3541          Good
## 3542          Good
## 3543          Good
## 3544          Good
## 3545          Good
## 3546          Good
## 3547          Good
## 3548          Good
## 3549          Good
## 3550          Good
## 3551          Good
## 3552          Good
## 3553          Good
## 3554          Good
## 3555          Good
## 3556          Good
## 3557     Very Good
## 3558          Good
## 3559          Good
## 3560      Very Bad
## 3561          Good
## 3562           Bad
## 3563          Good
## 3564           Bad
## 3565          Good
## 3566          Good
## 3567          Good
## 3568          Good
## 3569     Very Good
## 3570          Good
## 3571          Good
## 3572      Very Bad
## 3573          Good
## 3574          Good
## 3575          Good
## 3576     Very Good
## 3577           Bad
## 3578     Very Good
## 3579      Very Bad
## 3580     Very Good
## 3581           Bad
## 3582     Very Good
## 3583          Good
## 3584          Good
## 3585     Very Good
## 3586     Very Good
## 3587     Very Good
## 3591     Very Good
## 3592           Bad
## 3593     Very Good
## 3594     Very Good
## 3595     Very Good
## 3596     Very Good
## 3597     Very Good
## 3598          Good
## 3599     Very Good
## 3600          Good
## 3601          Good
## 3602     Very Good
## 3603          Good
## 3604     Very Good
## 3605          Good
## 3606           Bad
## 3607           Bad
## 3608          Good
## 3609          Good
## 3610          Good
## 3611           Bad
## 3612          Good
## 3613          Good
## 3614          Good
## 3615           Bad
## 3616          Good
## 3617           Bad
## 3618           Bad
## 3619     Very Good
## 3622     Very Good
## 3623          Good
## 3625     Very Good
## 3626           Bad
## 3627           Bad
## 3628           Bad
## 3629          Good
## 3630          Good
## 3631          Good
## 3632          Good
## 3633          Good
## 3634          Good
## 3635     Very Good
## 3636          Good
## 3637     Very Good
## 3638     Very Good
## 3639     Very Good
## 3640          Good
## 3641          Good
## 3642          Good
## 3643          Good
## 3644          Good
## 3645     Very Good
## 3646          Good
## 3647     Very Good
## 3648     Very Good
## 3649           Bad
## 3650          Good
## 3651      Very Bad
## 3652          Good
## 3653          Good
## 3654          Good
## 3655          Good
## 3656     Very Good
## 3657     Very Good
## 3658     Very Good
## 3659     Very Good
## 3660     Very Good
## 3661     Very Good
## 3662          Good
## 3663      Very Bad
## 3664          Good
## 3665     Very Good
## 3666     Very Good
## 3667     Very Good
## 3668     Very Good
## 3669           Bad
## 3670     Very Good
## 3671          Good
## 3672     Very Good
## 3673     Very Good
## 3674     Very Good
## 3675           Bad
## 3676          Good
## 3677     Very Good
## 3679           Bad
## 3680     Very Good
## 3681          Good
## 3682     Very Good
## 3683     Very Good
## 3684          Good
## 3685     Very Good
## 3686          Good
## 3687           Bad
## 3688           Bad
## 3689          Good
## 3690     Very Good
## 3691     Very Good
## 3692          Good
## 3693     Very Good
## 3694     Very Good
## 3695           Bad
## 3696          Good
## 3697     Very Good
## 3698          Good
## 3699          Good
## 3700           Bad
## 3701           Bad
## 3702           Bad
## 3703          Good
## 3704          Good
## 3705          Good
## 3706          Good
## 3707          Good
## 3708          Good
## 3709           Bad
## 3710           Bad
## 3712          Good
## 3713           Bad
## 3714           Bad
## 3715      Very Bad
## 3716          Good
## 3717           Bad
## 3718          Good
## 3719           Bad
## 3720           Bad
## 3721     Very Good
## 3722           Bad
## 3723           Bad
## 3724     Very Good
## 3725          Good
## 3726          Good
## 3727     Very Good
## 3728     Very Good
## 3729     Very Good
## 3730           Bad
## 3731          Good
## 3732          Good
## 3733           Bad
## 3734          Good
## 3735           Bad
## 3737      Very Bad
## 3739          Good
## 3740     Very Good
## 3741     Very Good
## 3742     Very Good
## 3743     Very Good
## 3744     Very Good
## 3745     Very Good
## 3746     Very Good
## 3747           Bad
## 3748          Good
## 3749           Bad
## 3750          Good
## 3751     Very Good
## 3752           Bad
## 3753           Bad
## 3754           Bad
## 3755     Very Good
## 3756          Good
## 3757           Bad
## 3758           Bad
## 3759           Bad
## 3760          Good
## 3761          Good
## 3762     Very Good
## 3763           Bad
## 3764           Bad
## 3765     Very Good
## 3766           Bad
## 3767           Bad
## 3768           Bad
## 3769          Good
## 3770           Bad
## 3771      Very Bad
## 3772          Good
## 3773          Good
## 3775           Bad
## 3776          Good
## 3777           Bad
## 3778          Good
## 3779     Very Good
## 3780     Very Good
## 3781           Bad
## 3782          Good
## 3783          Good
## 3784           Bad
## 3785          Good
## 3786     Very Good
## 3787           Bad
## 3788           Bad
## 3789           Bad
## 3790          Good
## 3791           Bad
## 3792           Bad
## 3793          Good
## 3794          Good
## 3795           Bad
## 3796          Good
## 3797          Good
## 3798           Bad
## 3799           Bad
## 3800           Bad
## 3801           Bad
## 3802          Good
## 3803           Bad
## 3804          Good
## 3805           Bad
## 3806          Good
## 3807           Bad
## 3808           Bad
## 3809          Good
## 3810          Good
## 3811      Very Bad
## 3812           Bad
## 3813           Bad
## 3814           Bad
## 3815           Bad
## 3816     Very Good
## 3817           Bad
## 3818          Good
## 3819          Good
## 3820          Good
## 3821           Bad
## 3822          Good
## 3823          Good
## 3824           Bad
## 3825     Very Good
## 3826          Good
## 3827          Good
## 3828           Bad
## 3829          Good
## 3830     Very Good
## 3831     Very Good
## 3832           Bad
## 3833           Bad
## 3834          Good
## 3835           Bad
## 3836           Bad
## 3837          Good
## 3838          Good
## 3839           Bad
## 3840           Bad
## 3841          Good
## 3842          Good
## 3843          Good
## 3844     Very Good
## 3845          Good
## 3846           Bad
## 3847          Good
## 3848           Bad
## 3850           Bad
## 3851          Good
## 3852     Very Good
## 3853          Good
## 3854     Very Good
## 3855          Good
## 3856          Good
## 3857          Good
## 3858          Good
## 3859          Good
## 3860           Bad
## 3861           Bad
## 3865     Very Good
## 3866          Good
## 3867          Good
## 3868           Bad
## 3871          Good
## 3873      Very Bad
## 3874           Bad
## 3875           Bad
## 3876     Very Good
## 3877           Bad
## 3878           Bad
## 3879           Bad
## 3880      Very Bad
## 3881          Good
## 3882          Good
## 3883           Bad
## 3884          Good
## 3885          Good
## 3886          Good
## 3887          Good
## 3888          Good
## 3889          Good
## 3890          Good
## 3891          Good
## 3892           Bad
## 3893           Bad
## 3894           Bad
## 3895          Good
## 3896          Good
## 3897          Good
## 3898          Good
## 3899     Very Good
## 3900           Bad
## 3901           Bad
## 3904          Good
## 3906     Very Good
## 3907     Very Good
## 3908     Very Good
## 3909     Very Good
## 3910     Very Good
## 3911          Good
## 3913     Very Good
## 3914          Good
## 3915     Very Good
## 3917          Good
## 3918           Bad
## 3919     Very Good
## 3920          Good
## 3921          Good
## 3922           Bad
## 3923     Very Good
## 3924           Bad
## 3925           Bad
## 3926           Bad
## 3927          Good
## 3928           Bad
## 3929           Bad
## 3930           Bad
## 3931          Good
## 3932          Good
## 3933     Very Good
## 3934      Very Bad
## 3935          Good
## 3936           Bad
## 3937          Good
## 3939          Good
## 3940          Good
## 3941           Bad
## 3942           Bad
## 3943          Good
## 3944          Good
## 3945          Good
## 3946          Good
## 3947          Good
## 3948     Very Good
## 3949           Bad
## 3950           Bad
## 3951           Bad
## 3952           Bad
## 3953          Good
## 3954     Very Good
## 3955           Bad
## 3956          Good
## 3957           Bad
## 3958           Bad
## 3959          Good
## 3960          Good
## 3961          Good
## 3962           Bad
## 3963     Very Good
## 3964     Very Good
## 3965           Bad
## 3966      Very Bad
## 3967          Good
## 3968      Very Bad
## 3969          Good
## 3970          Good
## 3971     Very Good
## 3972          Good
## 3974      Very Bad
## 3975          Good
## 3976     Very Good
## 3977     Very Good
## 3978          Good
## 3979     Very Good
## 3980          Good
## 3981           Bad
## 3983     Very Good
## 3984          Good
## 3985     Very Good
## 3986          Good
## 3987          Good
## 3988          Good
## 3989          Good
## 3990          Good
## 3991          Good
## 3992           Bad
## 3993     Very Good
## 3994     Very Good
## 3995     Very Good
## 3996           Bad
## 3997     Very Good
## 3998     Very Good
## 4002           Bad
## 4003          Good
## 4004          Good
## 4005     Very Good
## 4006          Good
## 4007          Good
## 4008           Bad
## 4009          Good
## 4010          Good
## 4011          Good
## 4012     Very Good
## 4014          Good
## 4015          Good
## 4016           Bad
## 4017           Bad
## 4018          Good
## 4019          Good
## 4020           Bad
## 4021      Very Bad
## 4022           Bad
## 4023           Bad
## 4024          Good
## 4025          Good
## 4026          Good
## 4027          Good
## 4028           Bad
## 4029          Good
## 4030          Good
## 4031           Bad
## 4032           Bad
## 4033           Bad
## 4034          Good
## 4035           Bad
## 4036          Good
## 4037           Bad
## 4038           Bad
## 4039           Bad
## 4041           Bad
## 4042           Bad
## 4043     Very Good
## 4044     Very Good
## 4045     Very Good
## 4046     Very Good
## 4047     Very Good
## 4048          Good
## 4049          Good
## 4050          Good
## 4051     Very Good
## 4052          Good
## 4053           Bad
## 4054     Very Good
## 4055     Very Good
## 4056          Good
## 4057           Bad
## 4058          Good
## 4059          Good
## 4060          Good
## 4061           Bad
## 4062           Bad
## 4063          Good
## 4064           Bad
## 4065           Bad
## 4067          Good
## 4068           Bad
## 4069          Good
## 4070          Good
## 4071           Bad
## 4072          Good
## 4073     Very Good
## 4074           Bad
## 4075      Very Bad
## 4076          Good
## 4077           Bad
## 4078          Good
## 4079          Good
## 4080          Good
## 4081          Good
## 4082          Good
## 4083          Good
## 4084           Bad
## 4085     Very Good
## 4086          Good
## 4087          Good
## 4088          Good
## 4089          Good
## 4090          Good
## 4091          Good
## 4092          Good
## 4093          Good
## 4094          Good
## 4095     Very Good
## 4096          Good
## 4097           Bad
## 4098          Good
## 4099           Bad
## 4100          Good
## 4101          Good
## 4102           Bad
## 4103           Bad
## 4104     Very Good
## 4105     Very Good
## 4106     Very Good
## 4107           Bad
## 4109          Good
## 4110          Good
## 4111           Bad
## 4112          Good
## 4113          Good
## 4114          Good
## 4115          Good
## 4116          Good
## 4117          Good
## 4118          Good
## 4119     Very Good
## 4120     Very Good
## 4121           Bad
## 4122          Good
## 4123          Good
## 4124          Good
## 4125     Very Good
## 4126           Bad
## 4127           Bad
## 4128           Bad
## 4129           Bad
## 4130     Very Good
## 4131          Good
## 4132           Bad
## 4133           Bad
## 4134          Good
## 4135          Good
## 4136           Bad
## 4138           Bad
## 4139          Good
## 4140     Very Good
## 4141          Good
## 4142          Good
## 4143          Good
## 4144          Good
## 4145          Good
## 4146          Good
## 4147     Very Good
## 4148     Very Good
## 4149          Good
## 4150     Very Good
## 4151           Bad
## 4152          Good
## 4153          Good
## 4154           Bad
## 4155           Bad
## 4156           Bad
## 4157           Bad
## 4158     Very Good
## 4159     Very Good
## 4160     Very Good
## 4161     Very Good
## 4162     Very Good
## 4163     Very Good
## 4164           Bad
## 4165           Bad
## 4166     Very Good
## 4167     Very Good
## 4168     Very Good
## 4169          Good
## 4170     Very Good
## 4171     Very Good
## 4172           Bad
## 4173          Good
## 4175          Good
## 4176     Very Good
## 4177          Good
## 4178          Good
## 4179     Very Good
## 4180           Bad
## 4181          Good
## 4182          Good
## 4183          Good
## 4184     Very Good
## 4185     Very Good
## 4186           Bad
## 4187           Bad
## 4188          Good
## 4189          Good
## 4190           Bad
## 4191          Good
## 4192           Bad
## 4193          Good
## 4194          Good
## 4195          Good
## 4196     Very Good
## 4197          Good
## 4198           Bad
## 4199           Bad
## 4200          Good
## 4201          Good
## 4202          Good
## 4203          Good
## 4204           Bad
## 4205          Good
## 4206          Good
## 4207          Good
## 4208     Very Good
## 4209          Good
## 4210          Good
## 4211          Good
## 4212          Good
## 4213      Very Bad
## 4214      Very Bad
## 4215           Bad
## 4216           Bad
## 4217           Bad
## 4218      Very Bad
## 4219          Good
## 4220           Bad
## 4221          Good
## 4222          Good
## 4223      Very Bad
## 4224      Very Bad
## 4225     Very Good
## 4226           Bad
## 4227     Very Good
## 4228     Very Good
## 4229          Good
## 4230          Good
## 4231          Good
## 4232          Good
## 4233          Good
## 4234          Good
## 4235          Good
## 4236           Bad
## 4237           Bad
## 4238           Bad
## 4239           Bad
## 4241          Good
## 4242          Good
## 4243     Very Good
## 4244          Good
## 4245           Bad
## 4246           Bad
## 4247          Good
## 4248          Good
## 4249          Good
## 4250          Good
## 4251          Good
## 4252          Good
## 4253          Good
## 4254      Very Bad
## 4255           Bad
## 4256           Bad
## 4257           Bad
## 4258           Bad
## 4259          Good
## 4261          Good
## 4262     Very Good
## 4263          Good
## 4264          Good
## 4265          Good
## 4266          Good
## 4267     Very Good
## 4268     Very Good
## 4269          Good
## 4270           Bad
## 4271          Good
## 4272           Bad
## 4273          Good
## 4274          Good
## 4275          Good
## 4276          Good
## 4277     Very Good
## 4278           Bad
## 4279      Very Bad
## 4280          Good
## 4281          Good
## 4282           Bad
## 4283           Bad
## 4284          Good
## 4285          Good
## 4286          Good
## 4287          Good
## 4288           Bad
## 4289          Good
## 4290          Good
## 4291           Bad
## 4292           Bad
## 4293          Good
## 4294           Bad
## 4295           Bad
## 4296           Bad
## 4297          Good
## 4298          Good
## 4299          Good
## 4302           Bad
## 4303          Good
## 4304          Good
## 4305          Good
## 4306          Good
## 4307          Good
## 4308     Very Good
## 4309          Good
## 4310          Good
## 4311          Good
## 4312           Bad
## 4313          Good
## 4314          Good
## 4315     Very Good
## 4316     Very Good
## 4317           Bad
## 4318     Very Good
## 4319     Very Good
## 4320     Very Good
## 4321           Bad
## 4322          Good
## 4323     Very Good
## 4324          Good
## 4325          Good
## 4326           Bad
## 4327           Bad
## 4328           Bad
## 4329           Bad
## 4330           Bad
## 4331           Bad
## 4332           Bad
## 4333     Very Good
## 4334     Very Good
## 4335     Very Good
## 4336     Very Good
## 4337     Very Good
## 4338     Very Good
## 4339     Very Good
## 4340     Very Good
## 4341     Very Good
## 4342          Good
## 4343          Good
## 4344          Good
## 4346          Good
## 4348     Very Good
## 4349          Good
## 4350           Bad
## 4351          Good
## 4352          Good
## 4353           Bad
## 4354          Good
## 4355          Good
## 4356          Good
## 4357           Bad
## 4358          Good
## 4359           Bad
## 4360          Good
## 4361           Bad
## 4362          Good
## 4363          Good
## 4364           Bad
## 4365          Good
## 4366           Bad
## 4367          Good
## 4368           Bad
## 4369          Good
## 4370          Good
## 4371           Bad
## 4372           Bad
## 4373          Good
## 4374          Good
## 4375           Bad
## 4376          Good
## 4377           Bad
## 4378          Good
## 4379           Bad
## 4380           Bad
## 4381          Good
## 4382          Good
## 4383          Good
## 4384          Good
## 4385           Bad
## 4386           Bad
## 4387          Good
## 4388          Good
## 4389          Good
## 4390      Very Bad
## 4391           Bad
## 4392           Bad
## 4393           Bad
## 4394          Good
## 4395          Good
## 4396           Bad
## 4397           Bad
## 4398           Bad
## 4399           Bad
## 4400           Bad
## 4401           Bad
## 4403          Good
## 4404           Bad
## 4405           Bad
## 4406           Bad
## 4407     Very Good
## 4408          Good
## 4409           Bad
## 4410     Very Good
## 4411           Bad
## 4412     Very Good
## 4413     Very Good
## 4414     Very Good
## 4415     Very Good
## 4416           Bad
## 4417           Bad
## 4418          Good
## 4419          Good
## 4420          Good
## 4421          Good
## 4422          Good
## 4423          Good
## 4424          Good
## 4425          Good
## 4426          Good
## 4427          Good
## 4428           Bad
## 4429          Good
## 4430          Good
## 4431           Bad
## 4432          Good
## 4433          Good
## 4434           Bad
## 4435          Good
## 4436          Good
## 4437          Good
## 4438          Good
## 4439           Bad
## 4440           Bad
## 4441           Bad
## 4442          Good
## 4443           Bad
## 4444           Bad
## 4445          Good
## 4446          Good
## 4447          Good
## 4448          Good
## 4449           Bad
## 4450          Good
## 4451          Good
## 4452           Bad
## 4453           Bad
## 4454          Good
## 4455          Good
## 4456           Bad
## 4457           Bad
## 4458           Bad
## 4459     Very Good
## 4460           Bad
## 4461          Good
## 4462          Good
## 4463          Good
## 4464          Good
## 4465           Bad
## 4466           Bad
## 4467           Bad
## 4468           Bad
## 4469          Good
## 4470          Good
## 4471          Good
## 4472          Good
## 4473           Bad
## 4475          Good
## 4476          Good
## 4477          Good
## 4478           Bad
## 4479           Bad
## 4480           Bad
## 4482           Bad
## 4483          Good
## 4484      Very Bad
## 4485           Bad
## 4486          Good
## 4487          Good
## 4488          Good
## 4489          Good
## 4490          Good
## 4491          Good
## 4492          Good
## 4493          Good
## 4494          Good
## 4495          Good
## 4496          Good
## 4497          Good
## 4499           Bad
## 4500          Good
## 4501          Good
## 4502          Good
## 4503          Good
## 4505           Bad
## 4506           Bad
## 4507          Good
## 4508           Bad
## 4509      Very Bad
## 4510           Bad
## 4511          Good
## 4512          Good
## 4513          Good
## 4514          Good
## 4515           Bad
## 4516          Good
## 4517          Good
## 4518          Good
## 4519          Good
## 4521           Bad
## 4522           Bad
## 4523          Good
## 4524           Bad
## 4525          Good
## 4527          Good
## 4528          Good
## 4529          Good
## 4530          Good
## 4531          Good
## 4532          Good
## 4533          Good
## 4534           Bad
## 4535          Good
## 4536          Good
## 4537          Good
## 4538           Bad
## 4539          Good
## 4540           Bad
## 4541          Good
## 4542          Good
## 4543           Bad
## 4544           Bad
## 4545          Good
## 4546          Good
## 4547          Good
## 4548          Good
## 4549           Bad
## 4550           Bad
## 4551          Good
## 4552          Good
## 4553          Good
## 4554          Good
## 4555          Good
## 4556           Bad
## 4557           Bad
## 4558          Good
## 4559          Good
## 4560     Very Good
## 4561          Good
## 4562          Good
## 4563     Very Good
## 4564     Very Good
## 4565     Very Good
## 4567           Bad
## 4569          Good
## 4570          Good
## 4571          Good
## 4572     Very Good
## 4573     Very Good
## 4574          Good
## 4575     Very Good
## 4576     Very Good
## 4577           Bad
## 4578          Good
## 4579     Very Good
## 4580          Good
## 4582          Good
## 4584          Good
## 4585          Good
## 4586          Good
## 4587          Good
## 4588          Good
## 4589           Bad
## 4590          Good
## 4591          Good
## 4593          Good
## 4594          Good
## 4595          Good
## 4596          Good
## 4597          Good
## 4599          Good
## 4600     Very Good
## 4601          Good
## 4602          Good
## 4603          Good
## 4604          Good
## 4605          Good
## 4606          Good
## 4607           Bad
## 4608          Good
## 4609     Very Good
## 4610      Very Bad
## 4611          Good
## 4612           Bad
## 4613           Bad
## 4614           Bad
## 4615           Bad
## 4616     Very Good
## 4617           Bad
## 4618     Very Good
## 4619     Very Good
## 4620           Bad
## 4621          Good
## 4622     Very Good
## 4623     Very Good
## 4624          Good
## 4625          Good
## 4626           Bad
## 4628          Good
## 4629          Good
## 4630     Very Good
## 4631     Very Good
## 4632     Very Good
## 4634          Good
## 4635          Good
## 4636          Good
## 4637           Bad
## 4638          Good
## 4639           Bad
## 4640          Good
## 4641          Good
## 4642          Good
## 4643     Very Good
## 4644          Good
## 4645          Good
## 4646     Very Good
## 4647     Very Good
## 4648     Very Good
## 4650           Bad
## 4651           Bad
## 4652     Very Good
## 4653           Bad
## 4654     Very Good
## 4655     Very Good
## 4656     Very Good
## 4657     Very Good
## 4658     Very Good
## 4659          Good
## 4660          Good
## 4661          Good
## 4662           Bad
## 4663          Good
## 4664     Very Good
## 4665     Very Good
## 4666          Good
## 4667           Bad
## 4668     Very Good
## 4669     Very Good
## 4670           Bad
## 4671          Good
## 4672           Bad
## 4673           Bad
## 4674     Very Good
## 4675     Very Good
## 4676          Good
## 4677          Good
## 4678     Very Good
## 4679          Good
## 4680           Bad
## 4681      Very Bad
## 4682          Good
## 4683          Good
## 4684          Good
## 4685          Good
## 4686           Bad
## 4687      Very Bad
## 4688          Good
## 4689          Good
## 4690          Good
## 4691          Good
## 4692     Very Good
## 4693           Bad
## 4694          Good
## 4695     Very Good
## 4696     Very Good
## 4698     Very Good
## 4700           Bad
## 4701           Bad
## 4702          Good
## 4703          Good
## 4704     Very Good
## 4705          Good
## 4706          Good
## 4707     Very Good
## 4708          Good
## 4709          Good
## 4710          Good
## 4711     Very Good
## 4712          Good
## 4713          Good
## 4714          Good
## 4715     Very Good
## 4716          Good
## 4717          Good
## 4718          Good
## 4719          Good
## 4720          Good
## 4721           Bad
## 4722          Good
## 4723          Good
## 4724          Good
## 4725          Good
## 4726          Good
## 4727          Good
## 4728          Good
## 4729          Good
## 4730           Bad
## 4731           Bad
## 4732          Good
## 4733          Good
## 4734          Good
## 4735          Good
## 4736          Good
## 4737          Good
## 4738     Very Good
## 4739          Good
## 4740          Good
## 4741           Bad
## 4742          Good
## 4743          Good
## 4744           Bad
## 4745           Bad
## 4747          Good
## 4748          Good
## 4749           Bad
## 4750          Good
## 4751           Bad
## 4752          Good
## 4753     Very Good
## 4754          Good
## 4755          Good
## 4756          Good
## 4757     Very Good
## 4758     Very Good
## 4759          Good
## 4760          Good
## 4761          Good
## 4762          Good
## 4763     Very Good
## 4764     Very Good
## 4765          Good
## 4766     Very Good
## 4767     Very Good
## 4768     Very Good
## 4769          Good
## 4770          Good
## 4771          Good
## 4772          Good
## 4773           Bad
## 4774     Very Good
## 4775      Very Bad
## 4776          Good
## 4777          Good
## 4778          Good
## 4779          Good
## 4780      Very Bad
## 4781           Bad
## 4782           Bad
## 4783          Good
## 4784          Good
## 4785           Bad
## 4786     Very Good
## 4787     Very Good
## 4788     Very Good
## 4789           Bad
## 4790          Good
## 4791          Good
## 4792          Good
## 4796     Very Good
## 4797     Very Good
## 4798          Good
## 4799           Bad
## 4800          Good
## 4801     Very Good
## 4802     Very Good
## 4803     Very Good
## 4804     Very Good
## 4805      Very Bad
## 4806          Good
## 4807          Good
## 4808          Good
## 4809           Bad
## 4810          Good
## 4811           Bad
## 4812          Good
## 4813     Very Good
## 4815          Good
## 4817          Good
## 4818          Good
## 4820          Good
## 4822          Good
## 4823          Good
## 4824     Very Good
## 4825           Bad
## 4826          Good
## 4827          Good
## 4828          Good
## 4829           Bad
## 4830     Very Good
## 4831          Good
## 4832          Good
## 4833           Bad
## 4834          Good
## 4835     Very Good
## 4836          Good
## 4837           Bad
## 4838          Good
## 4839          Good
## 4840      Very Bad
## 4841     Very Good
## 4843          Good
## 4844           Bad
## 4845          Good
## 4846           Bad
## 4847          Good
## 4848     Very Good
## 4849          Good
## 4850           Bad
## 4851          Good
## 4852           Bad
## 4853           Bad
## 4854           Bad
## 4855          Good
## 4856          Good
## 4857          Good
## 4858          Good
## 4859           Bad
## 4860          Good
## 4861          Good
## 4862          Good
## 4863          Good
## 4864     Very Good
## 4865           Bad
## 4866          Good
## 4867          Good
## 4868          Good
## 4869          Good
## 4870          Good
## 4871     Very Good
## 4872          Good
## 4873           Bad
## 4874          Good
## 4875          Good
## 4876          Good
## 4877     Very Good
## 4878           Bad
## 4879      Very Bad
## 4880          Good
## 4881          Good
## 4882          Good
## 4883           Bad
## 4884          Good
## 4885           Bad
## 4886          Good
## 4888     Very Good
## 4889           Bad
## 4890          Good
## 4891          Good
## 4892          Good
## 4893           Bad
## 4894          Good
## 4895           Bad
## 4896          Good
## 4897     Very Good
## 4898          Good
## 4899           Bad
## 4900           Bad
## 4901           Bad
## 4902          Good
## 4903           Bad
## 4904           Bad
## 4905           Bad
## 4906     Very Good
## 4907     Very Good
## 4908           Bad
## 4909           Bad
## 4910           Bad
## 4911           Bad
## 4915     Very Good
## 4917      Very Bad
## 4919          Good
## 4920           Bad
## 4921           Bad
## 4922           Bad
## 4923          Good
## 4924           Bad
## 4925           Bad
## 4926           Bad
## 4927           Bad
## 4928          Good
## 4929           Bad
## 4930          Good
## 4931           Bad
## 4932          Good
## 4933           Bad
## 4934          Good
## 4935          Good
## 4936     Very Good
## 4938           Bad
## 4939           Bad
## 4940      Very Bad
## 4943           Bad
## 4946           Bad
## 4947           Bad
## 4948           Bad
## 4949           Bad
## 4950          Good
## 4951          Good
## 4952           Bad
## 4953          Good
## 4954           Bad
## 4955           Bad
## 4956           Bad
## 4957           Bad
## 4958          Good
## 4959           Bad
## 4960           Bad
## 4961     Very Good
## 4962           Bad
## 4963           Bad
## 4964           Bad
## 4965           Bad
## 4966           Bad
## 4967           Bad
## 4968          Good
## 4969          Good
## 4970           Bad
## 4971           Bad
## 4972      Very Bad
## 4973           Bad
## 4974           Bad
## 4975           Bad
## 4976          Good
## 4977           Bad
## 4979           Bad
## 4981           Bad
## 4983          Good
## 4984           Bad
## 4986           Bad
## 4988           Bad
## 4989           Bad
## 4992           Bad
## 4995           Bad
## 4996           Bad
## 4997           Bad
## 4998          Good
## 4999          Good
## 5000          Good
## 5001          Good
## 5002           Bad
## 5003           Bad
## 5004           Bad
## 5006           Bad
## 5007          Good
## 5009           Bad
## 5010           Bad
## 5011           Bad
## 5012          Good
## 5013           Bad
## 5014          Good
## 5015          Good
## 5016          Good
## 5017          Good
## 5018          Good
## 5020          Good
## 5021           Bad
## 5022           Bad
## 5023           Bad
## 5024           Bad
## 5027     Very Good
## 5028           Bad
## 5029           Bad
## 5032          Good
## 5034           Bad
## 5035           Bad
## 5036           Bad
## 5037           Bad
## 5038           Bad
## 5039           Bad
## 5040           Bad
## 5042           Bad
## 5044           Bad
## 5045           Bad
## 5047          Good
## 5048          Good
## 5049          Good
## 5051           Bad
## 5052           Bad
## 5053           Bad
## 5054           Bad
## 5055           Bad
## 5056           Bad
## 5057           Bad
## 5058          Good
## 5059           Bad
## 5061          Good
## 5062           Bad
## 5063           Bad
## 5064           Bad
## 5065           Bad
## 5066      Very Bad
## 5067          Good
## 5070          Good
## 5071          Good
## 5072          Good
## 5073           Bad
## 5074           Bad
## 5075           Bad
## 5076          Good
## 5077           Bad
## 5078           Bad
## 5079           Bad
## 5081           Bad
## 5082           Bad
## 5083          Good
## 5084           Bad
## 5085           Bad
## 5086           Bad
## 5087           Bad
## 5088           Bad
## 5089           Bad
## 5090          Good
## 5091           Bad
## 5092           Bad
## 5093           Bad
## 5094           Bad
## 5095           Bad
## 5099     Very Good
## 5100           Bad
## 5101           Bad
## 5102           Bad
## 5103          Good
## 5106           Bad
## 5107           Bad
## 5108     Very Good
## 5109          Good
## 5110          Good
## 5112           Bad
## 5113          Good
## 5114           Bad
## 5115           Bad
## 5116           Bad
## 5117           Bad
## 5118           Bad
## 5119          Good
## 5120           Bad
## 5121           Bad
## 5122          Good
## 5123      Very Bad
## 5124          Good
## 5126           Bad
## 5127          Good
## 5128           Bad
## 5129     Very Good
## 5130          Good
## 5131          Good
## 5132           Bad
## 5134          Good
## 5135          Good
## 5136          Good
## 5137          Good
## 5140          Good
## 5141          Good
## 5144          Good
## 5145           Bad
## 5146           Bad
## 5147          Good
## 5148          Good
## 5149          Good
## 5150          Good
## 5151           Bad
## 5152           Bad
## 5153          Good
## 5154           Bad
## 5155           Bad
## 5156           Bad
## 5158     Very Good
## 5159           Bad
## 5161           Bad
## 5162           Bad
## 5165      Very Bad
## 5167          Good
## 5169          Good
## 5171           Bad
## 5172           Bad
## 5173           Bad
## 5174          Good
## 5175          Good
## 5177     Very Good
## 5178     Very Good
## 5181           Bad
## 5182     Very Good
## 5183           Bad
## 5184           Bad
## 5185          Good
## 5186          Good
## 5187     Very Good
## 5188           Bad
## 5189     Very Good
## 5191          Good
## 5192          Good
## 5194           Bad
## 5195           Bad
## 5196           Bad
## 5197           Bad
## 5198           Bad
## 5199          Good
## 5200          Good
## 5201           Bad
## 5203           Bad
## 5204          Good
## 5205           Bad
## 5208          Good
## 5209          Good
## 5210          Good
## 5211          Good
## 5212           Bad
## 5213           Bad
## 5214          Good
## 5215           Bad
## 5216          Good
## 5217     Very Good
## 5218          Good
## 5219     Very Good
## 5220           Bad
## 5221           Bad
## 5222          Good
## 5223          Good
## 5224          Good
## 5225     Very Good
## 5226           Bad
## 5228           Bad
## 5231          Good
## 5232           Bad
## 5233     Very Good
## 5235          Good
## 5236           Bad
## 5240          Good
## 5241          Good
## 5242          Good
## 5243          Good
## 5244           Bad
## 5245     Very Good
## 5247          Good
## 5248          Good
## 5249          Good
## 5250          Good
## 5251           Bad
## 5253          Good
## 5255           Bad
## 5256     Very Good
## 5257     Very Good
## 5259           Bad
## 5260          Good
## 5264          Good
## 5266           Bad
## 5267           Bad
## 5269           Bad
## 5270          Good
## 5271          Good
## 5272           Bad
## 5278          Good
## 5279          Good
## 5281          Good
## 5282          Good
## 5283           Bad
## 5284          Good
## 5285          Good
## 5286          Good
## 5287          Good
## 5288     Very Good
## 5291           Bad
## 5292           Bad
## 5296          Good
## 5297          Good
## 5298           Bad
## 5300          Good
## 5301          Good
## 5302          Good
## 5303           Bad
## 5304          Good
## 5305          Good
## 5306     Very Good
## 5309          Good
## 5310           Bad
## 5311           Bad
## 5312     Very Good
## 5313           Bad
## 5315          Good
## 5316           Bad
## 5317          Good
## 5318           Bad
## 5319     Very Good
## 5322     Very Good
## 5325          Good
## 5326          Good
## 5327           Bad
## 5329     Very Good
## 5330           Bad
## 5333          Good
## 5335          Good
## 5336          Good
## 5337          Good
## 5338           Bad
## 5340          Good
## 5342     Very Good
## 5343     Very Good
## 5344          Good
## 5345           Bad
## 5346           Bad
## 5347          Good
## 5348          Good
## 5349          Good
## 5351          Good
## 5353           Bad
## 5355           Bad
## 5356           Bad
## 5359          Good
## 5360           Bad
## 5361           Bad
## 5363          Good
## 5364           Bad
## 5365          Good
## 5367          Good
## 5370          Good
## 5372           Bad
## 5373          Good
## 5374           Bad
## 5375           Bad
## 5377           Bad
## 5378          Good
## 5380     Very Good
## 5384           Bad
## 5385           Bad
## 5386          Good
## 5388          Good
## 5389          Good
## 5390     Very Good
## 5391     Very Good
## 5393          Good
## 5394     Very Good
## 5395          Good
## 5396           Bad
## 5397     Very Good
## 5399          Good
## 5402     Very Good
## 5404     Very Good
## 5405     Very Good
## 5406          Good
## 5407          Good
## 5410          Good
## 5411          Good
## 5412     Very Good
## 5413     Very Good
## 5417          Good
## 5418           Bad
## 5419          Good
## 5420           Bad
## 5421           Bad
## 5422           Bad
## 5423           Bad
## 5424           Bad
## 5425           Bad
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## 5427          Good
## 5428           Bad
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## 5430           Bad
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## 5434          Good
## 5435           Bad
## 5436          Good
## 5439           Bad
## 5440          Good
## 5441           Bad
## 5442          Good
## 5444           Bad
## 5445          Good
## 5446          Good
## 5447          Good
## 5448          Good
## 5449          Good
## 5450          Good
## 5451          Good
## 5460           Bad
## 5461           Bad
## 5462          Good
## 5468          Good
## 5469          Good
## 5470          Good
## 5471           Bad
## 5472      Very Bad
## 5473          Good
## 5475      Very Bad
## 5476           Bad
## 5477           Bad
## 5478          Good
## 5481           Bad
## 5482     Very Good
## 5484          Good
## 5485     Very Good
## 5486           Bad
## 5488     Very Good
## 5489           Bad
## 5490          Good
## 5491           Bad
## 5492           Bad
## 5493           Bad
## 5494           Bad
## 5497          Good
## 5499      Very Bad
## 5501           Bad
## 5503          Good
## 5504          Good
## 5505     Very Good
## 5506          Good
## 5509           Bad
## 5511          Good
## 5512           Bad
## 5514           Bad
## 5515           Bad
## 5516          Good
## 5517           Bad
## 5518           Bad
## 5519           Bad
## 5520           Bad
## 5521           Bad
## 5522          Good
## 5523           Bad
## 5524           Bad
## 5525           Bad
## 5526           Bad
## 5527          Good
## 5528           Bad
## 5529          Good
## 5530           Bad
## 5531          Good
## 5533           Bad
## 5537     Very Good
## 5539           Bad
## 5540           Bad
## 5541           Bad
## 5542           Bad
## 5543           Bad
## 5544     Very Good
## 5545           Bad
## 5546      Very Bad
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## 5549           Bad
## 5553           Bad
## 5554           Bad
## 5555           Bad
## 5556     Very Good
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## 5558      Very Bad
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## 5560           Bad
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## 5562          Good
## 5563           Bad
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## 5567           Bad
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## 5569           Bad
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## 5576           Bad
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## 5581           Bad
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## 5597           Bad
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## 5600          Good
## 5601          Good
## 5602      Very Bad
## 5603      Very Bad
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## 5606           Bad
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## 5608          Good
## 5610           Bad
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## 5615           Bad
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## 5645          Good
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## 5677           Bad
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## 5695           Bad
## 5696     Very Good
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## 5699           Bad
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## 5703          Good
## 5704     Very Good
## 5705     Very Good
## 5706     Very Good
## 5707           Bad
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## 5709           Bad
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## 5712      Very Bad
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## 5716          Good
## 5717           Bad
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## 5724           Bad
## 5725     Very Good
## 5726           Bad
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## 5728          Good
## 5729      Very Bad
## 5730          Good
## 5731      Very Bad
## 5733           Bad
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## 5735     Very Good
## 5736     Very Good
## 5737     Very Good
## 5738           Bad
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## 5740           Bad
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## 5742           Bad
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## 5744           Bad
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## 5753          Good
## 5754     Very Good
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## 5756     Very Good
## 5757     Very Good
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## 5759           Bad
## 5761           Bad
## 5762           Bad
## 5763           Bad
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## 5766          Good
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## 5768          Good
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## 5770           Bad
## 5771      Very Bad
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## 5773     Very Good
## 5774     Very Good
## 5775      Very Bad
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## 5778           Bad
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## 5782           Bad
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## 5786     Very Good
## 5787          Good
## 5789           Bad
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## 5791          Good
## 5792           Bad
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## 5794          Good
## 5795     Very Good
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## 5797     Very Good
## 5799           Bad
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## 5801     Very Good
## 5802     Very Good
## 5803     Very Good
## 5804           Bad
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## 5807          Good
## 5808          Good
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## 5817          Good
## 5818          Good
## 5819           Bad
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## 5821          Good
## 5822          Good
## 5823           Bad
## 5824     Very Good
## 5826      Very Bad
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## 5828     Very Good
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## 5836      Very Bad
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## 5842     Very Good
## 5843     Very Good
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## 5845     Very Good
## 5846     Very Good
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## 5849     Very Good
## 5850     Very Good
## 5851     Very Good
## 5852     Very Good
## 5853          Good
## 5854           Bad
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## 5857     Very Good
## 5858           Bad
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## 5860           Bad
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## 5865     Very Good
## 5866           Bad
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## 5868           Bad
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## 5870          Good
## 5871     Very Good
## 5872           Bad
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## 5874           Bad
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## 5879          Good
## 5880           Bad
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## 5885     Very Good
## 5886           Bad
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## 5888          Good
## 5889           Bad
## 5890           Bad
## 5891          Good
## 5892           Bad
## 5893           Bad
## 5894          Good
## 5895     Very Good
## 5896     Very Good
## 5898          Good
## 5899     Very Good
## 5900     Very Good
## 5901     Very Good
## 5902     Very Good
## 5903           Bad
## 5904     Very Good
## 5905     Very Good
## 5906     Very Good
## 5907     Very Good
## 5908           Bad
## 5909     Very Good
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## 5914          Good
## 5915     Very Good
## 5916          Good
## 5917          Good
## 5918           Bad
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## 5922          Good
## 5923     Very Good
## 5924          Good
## 5925          Good
## 5926           Bad
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## 5928     Very Good
## 5929     Very Good
## 5930     Very Good
## 5931           Bad
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## 5933          Good
## 5934     Very Good
## 5935     Very Good
## 5936           Bad
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## 5939           Bad
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## 5941          Good
## 5942     Very Good
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## 5944          Good
## 5945          Good
## 5946           Bad
## 5947          Good
## 5948          Good
## 5949           Bad
## 5951           Bad
## 5952     Very Good
## 5953          Good
## 5954          Good
## 5955     Very Good
## 5956           Bad
## 5957     Very Good
## 5958     Very Good
## 5959          Good
## 5960     Very Good
## 5961          Good
## 5962          Good
## 5963          Good
## 5964          Good
## 5965     Very Good
## 5966     Very Good
## 5967     Very Good
## 5968           Bad
## 5969     Very Good
## 5970           Bad
## 5971          Good
## 5972          Good
## 5973           Bad
## 5974     Very Good
## 5975          Good
## 5976           Bad
## 5977           Bad
## 5979          Good
## 5981          Good
## 5982          Good
## 5983          Good
## 5984           Bad
## 5985     Very Good
## 5986          Good
## 5987     Very Good
## 5988     Very Good
## 5989     Very Good
## 5990          Good
## 5991          Good
## 5992     Very Good
## 5993          Good
## 5994           Bad
## 5995          Good
## 5996           Bad
## 5998           Bad
## 5999          Good
## 6000          Good
## 6001          Good
## 6002          Good
## 6003          Good
## 6004           Bad
## 6005          Good
## 6006     Very Good
## 6007           Bad
## 6008          Good
## 6009          Good
## 6011          Good
## 6012          Good
## 6013          Good
## 6014          Good
## 6015          Good
## 6016          Good
## 6017          Good
## 6018           Bad
## 6019     Very Good
## 6020          Good
## 6021          Good
## 6022          Good
## 6023      Very Bad
## 6024     Very Good
## 6025          Good
## 6026          Good
## 6027           Bad
## 6028          Good
## 6029          Good
## 6030           Bad
## 6031     Very Good
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## 6033     Very Good
## 6034          Good
## 6035          Good
## 6036          Good
## 6037           Bad
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## 6039          Good
## 6040          Good
## 6041          Good
## 6042          Good
## 6043           Bad
## 6044          Good
## 6046     Very Good
## 6047          Good
## 6048          Good
## 6049     Very Good
## 6050          Good
## 6051           Bad
## 6052          Good
## 6053          Good
## 6054           Bad
## 6055     Very Good
## 6058           Bad
## 6059     Very Good
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## 6061     Very Good
## 6062           Bad
## 6063           Bad
## 6065           Bad
## 6066     Very Good
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## 6068          Good
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## 6070          Good
## 6071          Good
## 6072          Good
## 6073          Good
## 6074          Good
## 6075      Very Bad
## 6076     Very Good
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## 6079          Good
## 6080           Bad
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## 6082           Bad
## 6083           Bad
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## 6085           Bad
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## 6087           Bad
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## 6091     Very Good
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## 6096          Good
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## 6098          Good
## 6099          Good
## 6100     Very Good
## 6101     Very Good
## 6102           Bad
## 6103     Very Good
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## 6105     Very Good
## 6107     Very Good
## 6108     Very Good
## 6109          Good
## 6110           Bad
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## 6112          Good
## 6113          Good
## 6114          Good
## 6115          Good
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## 6118          Good
## 6119          Good
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## 6121          Good
## 6122          Good
## 6124           Bad
## 6125           Bad
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## 6130           Bad
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## 6134      Very Bad
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## 6137      Very Bad
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## 6142           Bad
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## 6150           Bad
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## 6156          Good
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## 6171           Bad
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## 6174          Good
## 6175      Very Bad
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## 6178     Very Good
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## 6183           Bad
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## 6186           Bad
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## 6191          Good
## 6192      Very Bad
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## 6194           Bad
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## 6202           Bad
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## 6204           Bad
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## 6206      Very Bad
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## 6217          Good
## 6219           Bad
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## 6222     Very Good
## 6223          Good
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## 6225          Good
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## 6227           Bad
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## 6229          Good
## 6230           Bad
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## 6232           Bad
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## 6235           Bad
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## 6243           Bad
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## 6245           Bad
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## 6249           Bad
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## 6251           Bad
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## 6256          Good
## 6257           Bad
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## 6259           Bad
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## 6262      Very Bad
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## 6268      Very Bad
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## 6280           Bad
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## 6289          Good
## 6290           Bad
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## 6293           Bad
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## 6295           Bad
## 6296           Bad
## 6297     Very Good
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## 6299           Bad
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## 6304     Very Good
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## 6306          Good
## 6308          Good
## 6310          Good
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## 6312           Bad
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## 6316     Very Good
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## 6322      Very Bad
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## 6326           Bad
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## 6331          Good
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## 6335           Bad
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## 6339     Very Good
## 6340          Good
## 6341           Bad
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## 6343          Good
## 6344          Good
## 6345           Bad
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## 6348     Very Good
## 6349     Very Good
## 6350     Very Good
## 6351     Very Good
## 6352           Bad
## 6353          Good
## 6354          Good
## 6355          Good
## 6356           Bad
## 6357           Bad
## 6358     Very Good
## 6360      Very Bad
## 6361          Good
## 6362          Good
## 6363           Bad
## 6364           Bad
## 6365     Very Good
## 6367     Very Good
## 6369           Bad
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## 6371          Good
## 6372           Bad
## 6377      Very Bad
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## 6379      Very Bad
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## 6383      Very Bad
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## 6389          Good
## 6390           Bad
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## 6392           Bad
## 6393     Very Good
## 6394          Good
## 6395           Bad
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## 6397          Good
## 6398          Good
## 6399           Bad
## 6400           Bad
## 6401           Bad
## 6402          Good
## 6403          Good
## 6404      Very Bad
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## 6408           Bad
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## 6410           Bad
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## 6417           Bad
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## 6420      Very Bad
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## 6426          Good
## 6427          Good
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## 6430           Bad
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## 6432           Bad
## 6433     Very Good
## 6434          Good
## 6435          Good
## 6436          Good
## 6437           Bad
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## 6440     Very Good
## 6441          Good
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## 6443     Very Good
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## 6445           Bad
## 6446           Bad
## 6447           Bad
## 6448     Very Good
## 6449           Bad
## 6450           Bad
## 6451          Good
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## 6454     Very Good
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## 6476          Good
## 6477          Good
## 6478           Bad
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## 6480           Bad
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## 6482           Bad
## 6483     Very Good
## 6484          Good
## 6485          Good
## 6486          Good
## 6487          Good
## 6488           Bad
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## 6490          Good
## 6491          Good
## 6492          Good
## 6493           Bad
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## 6495          Good
## 6496           Bad
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## 
## $subset
## NULL
## 
## $outlierMethod
## [1] "none"
## 
## attr(,"class")
## [1] "mvn"
pred_vars <- df_final %>% dplyr::select(-quality_label) %>% names()

par(mfrow = c(3, 4))
for (var in pred_vars) {
  qqnorm(df_final[[var]], main = paste('Q-Q Plot:', var), cex.main = 0.9)
  qqline(df_final[[var]], col = 'red')
}
par(mfrow = c(1, 1))

As expected, the Henze-Zirkler test formally rejects multivariate normality (HZ = 4.935, p < 0.001. Nevertheless, visual inspection of Q-Q plots reveales that all predictors follow the theoretical normal line closely through the central distribution, with only minor tail deviations. This pattern is only indicates a slight skewness rather than a major distributional violation. This rejection is therefore due to the high statistical strength at n ≈ 5,970, which is sensitive to even the slightest deviation, and the assumption of normality is considered to be satisfied well enough for the LDA to proceed.

However, as stated earlier, there is a slight chance that the estimated probabilities assigned to each group may be unreliable. Given the mild tail deviations observed in the Q-Q plots, this effect is expected to be minor rather than severe, though results near the decision boundary between adjacent quality tiers should be interpreted cautiously.

3.2.2 Homogenity of Variance

LDA pools covariance matrices from all groups into a single matrix of `\(S_{pooled}\)`, which serves as a shared variance structure for constructing the linear decision boundaries. This pooling will only produces a valid boundary if all groups share the same underlying covariance structure. We use Box’s M rather than Bartlett because Box’s M evaluates the entire ‘\(p \times p\)’ covariance matrix simultaneously, while the latter only checks univariate variances and ignores covariances entirely.

If this assumption fails substantially, `\(S_{pooled}\)` becomes a distorted representation of each group’s true spread, causing the linear boundary to be misaligned and misclassification rates to increase. The best expected outcome is a non-significant Box’s M (p > 0.05), though at n ≈ 5,970 rejection is almost certain due to high statistical power detecting even trivially small differences

boxM_result <- boxM(
  data     = df_final %>% dplyr::select(-quality_label),
  grouping = df_final$quality_label
)

print(boxM_result)
## 
##  Box's M-test for Homogeneity of Covariance Matrices
## 
## data:  df_final %>% dplyr::select(-quality_label)
## Chi-Sq (approx.) = 2266.6, df = 165, p-value < 2.2e-16
pred_vars <- df_final %>% dplyr::select(-quality_label) %>% names()

plot_list <- lapply(levels(df_final$quality_label), function(grp) {
  
  cor_mat <- df_final %>%
    filter(quality_label == grp) %>%
    dplyr::select(all_of(pred_vars)) %>%
    cor()

  ggcorrplot(cor_mat,
             method  = 'square',
             type    = 'lower',
             lab     = FALSE,
             tl.cex  = 7,
             colors  = c('#2980b9', 'white', '#922b21'),
             title   = paste('Correlation Structure:', grp),
             ggtheme = theme_minimal())
})
## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation idioms with `aes()`.
## ℹ See also `vignette("ggplot2-in-packages")` for more information.
## ℹ The deprecated feature was likely used in the ggcorrplot package.
##   Please report the issue at <https://github.com/kassambara/ggcorrplot/issues>.
## This warning is displayed once per session.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
grid.arrange(grobs = plot_list, ncol = 2)

4 Ordinal Logistic

4.1 Model Summary

model_final <- vglm(
  quality_label ~ fixed.acidity + volatile.acidity + citric.acid +
                  residual.sugar + free.sulfur.dioxide + total.sulfur.dioxide +
                  sulphates + alcohol + chlorides + pH,
  family = cumulative(parallel = FALSE ~ free.sulfur.dioxide + alcohol + 
                                         chlorides + pH,
                      reverse = FALSE),
  data = df_final
)

summary(model_final)
## 
## Call:
## vglm(formula = quality_label ~ fixed.acidity + volatile.acidity + 
##     citric.acid + residual.sugar + free.sulfur.dioxide + total.sulfur.dioxide + 
##     sulphates + alcohol + chlorides + pH, family = cumulative(parallel = FALSE ~ 
##     free.sulfur.dioxide + alcohol + chlorides + pH, reverse = FALSE), 
##     data = df_final)
## 
## Coefficients: 
##                         Estimate Std. Error z value Pr(>|z|)    
## (Intercept):1          4.146e+00  1.828e+00   2.268 0.023299 *  
## (Intercept):2          1.200e+01  9.273e-01  12.939  < 2e-16 ***
## (Intercept):3          1.375e+01  1.030e+00  13.355  < 2e-16 ***
## fixed.acidity         -8.539e-02  3.132e-02  -2.726 0.006403 ** 
## volatile.acidity       4.043e+00  2.467e-01  16.386  < 2e-16 ***
## citric.acid            5.678e-01  2.537e-01   2.238 0.025239 *  
## residual.sugar        -6.622e-02  6.985e-03  -9.481  < 2e-16 ***
## free.sulfur.dioxide:1 -5.248e-02  6.212e-03  -8.449  < 2e-16 ***
## free.sulfur.dioxide:2 -2.160e-02  2.649e-03  -8.155 3.49e-16 ***
## free.sulfur.dioxide:3 -1.504e-02  2.890e-03  -5.203 1.96e-07 ***
## total.sulfur.dioxide   6.804e-03  8.073e-04   8.428  < 2e-16 ***
## sulphates             -2.234e+00  2.349e-01  -9.514  < 2e-16 ***
## alcohol:1             -4.653e-01  8.041e-02  -5.787 7.16e-09 ***
## alcohol:2             -9.685e-01  3.780e-02 -25.620  < 2e-16 ***
## alcohol:3             -9.030e-01  3.767e-02 -23.972  < 2e-16 ***
## chlorides:1           -1.581e+01  4.300e+00  -3.677 0.000236 ***
## chlorides:2            3.385e+00  1.976e+00   1.713 0.086686 .  
## chlorides:3            1.249e+01  2.592e+00   4.816 1.46e-06 ***
## pH:1                  -2.767e-01  5.179e-01  -0.534 0.593167    
## pH:2                  -7.159e-01  2.325e-01  -3.079 0.002078 ** 
## pH:3                  -8.659e-01  2.594e-01  -3.338 0.000843 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Names of linear predictors: logitlink(P[Y<=1]), logitlink(P[Y<=2]), 
## logitlink(P[Y<=3])
## 
## Residual deviance: 11570.2 on 17889 degrees of freedom
## 
## Log-likelihood: -5785.101 on 17889 degrees of freedom
## 
## Number of Fisher scoring iterations: 8 
## 
## 
## Exponentiated coefficients:
##         fixed.acidity      volatile.acidity           citric.acid 
##          9.181517e-01          5.699160e+01          1.764351e+00 
##        residual.sugar free.sulfur.dioxide:1 free.sulfur.dioxide:2 
##          9.359254e-01          9.488703e-01          9.786293e-01 
## free.sulfur.dioxide:3  total.sulfur.dioxide             sulphates 
##          9.850741e-01          1.006827e+00          1.070458e-01 
##             alcohol:1             alcohol:2             alcohol:3 
##          6.279229e-01          3.796532e-01          4.053672e-01 
##           chlorides:1           chlorides:2           chlorides:3 
##          1.361739e-07          2.952763e+01          2.643803e+05 
##                  pH:1                  pH:2                  pH:3 
##          7.582817e-01          4.887437e-01          4.206928e-01

The three intercepts run 4.15, 12.00, and 13.75, increasing monotonically across the cutpoints, confirming the model is internally consistent. Alcohol and volatile acidity dominate by z-value (25.6 and 16.4 respectively), with sulphates and residual sugar close behind. The weak predictors are pH:1 (z = -0.53, p = 0.59) and chlorides:2 (z = 1.71, p = 0.087). Citric acid clears the 0.05 threshold at p = 0.025, borderline but significant. Residual deviance is 11,570.2, which serves as a baseline for any subsequent model comparisons involving pH:1 or chlorides:2.

4.2 Simultaneous Test (G-Statistic)

model_null <- vglm(quality_label ~ 1,
                   family = cumulative(parallel = TRUE, reverse = FALSE),
                   data = df_final)

G_stat <- deviance(model_null) - deviance(model_final)
df_G   <- df.residual(model_null) - df.residual(model_final)
p_G    <- pchisq(G_stat, df = df_G, lower.tail = FALSE)

cat("G statistic       :", round(G_stat, 4), "\n")
## G statistic       : 2305.58
cat("Degrees of freedom:", df_G, "\n")
## Degrees of freedom: 18
cat("P-value           :", round(p_G, 6), "\n")
## P-value           : 0
if (p_G < 0.05) {
  cat("Decision: Reject H0, at least one predictor significantly influences wine quality.\n")
} else {
  cat("Decision: Fail to reject H0.\n")
}
## Decision: Reject H0, at least one predictor significantly influences wine quality.

The G-statistic tests whether the predictors as a group do anything useful compared to a model with no predictors at all. With G = 2305.58, df = 18, and p < 0.05, we reject the null hypothesis. The chemical predictors collectively explain a significant portion of the variation in quality tier.

The size of the statistic is worth noting. A G of 2305.58 on 18 degrees of freedom is very large, which tells us the model is not just barely significant. The physicochemical variables carry real and substantial information about quality.

4.3 Partial Test (Wald Test)

coef_table <- coef(summary(model_final))
wald_table <- as.data.frame(coef_table)
colnames(wald_table) <- c("Value", "Std.Error", "z")

wald_table$W2      <- wald_table$z^2
wald_table$p_value <- pchisq(wald_table$W2, df = 1, lower.tail = FALSE)

print(round(wald_table, 4))
##                          Value Std.Error        z   <NA>       W2 p_value
## (Intercept):1           4.1464    1.8278   2.2685 0.0233   5.1460  0.0233
## (Intercept):2          11.9982    0.9273  12.9392 0.0000 167.4228  0.0000
## (Intercept):3          13.7508    1.0297  13.3546 0.0000 178.3444  0.0000
## fixed.acidity          -0.0854    0.0313  -2.7264 0.0064   7.4333  0.0064
## volatile.acidity        4.0429    0.2467  16.3860 0.0000 268.5015  0.0000
## citric.acid             0.5678    0.2537   2.2377 0.0252   5.0074  0.0252
## residual.sugar         -0.0662    0.0070  -9.4807 0.0000  89.8846  0.0000
## free.sulfur.dioxide:1  -0.0525    0.0062  -8.4486 0.0000  71.3787  0.0000
## free.sulfur.dioxide:2  -0.0216    0.0026  -8.1550 0.0000  66.5036  0.0000
## free.sulfur.dioxide:3  -0.0150    0.0029  -5.2027 0.0000  27.0680  0.0000
## total.sulfur.dioxide    0.0068    0.0008   8.4282 0.0000  71.0346  0.0000
## sulphates              -2.2345    0.2349  -9.5143 0.0000  90.5226  0.0000
## alcohol:1              -0.4653    0.0804  -5.7872 0.0000  33.4919  0.0000
## alcohol:2              -0.9685    0.0378 -25.6201 0.0000 656.3871  0.0000
## alcohol:3              -0.9030    0.0377 -23.9720 0.0000 574.6550  0.0000
## chlorides:1           -15.8093    4.3001  -3.6765 0.0002  13.5168  0.0002
## chlorides:2             3.3853    1.9761   1.7131 0.0867   2.9349  0.0867
## chlorides:3            12.4851    2.5923   4.8163 0.0000  23.1966  0.0000
## pH:1                   -0.2767    0.5179  -0.5343 0.5932   0.2854  0.5932
## pH:2                   -0.7159    0.2325  -3.0789 0.0021   9.4797  0.0021
## pH:3                   -0.8659    0.2594  -3.3383 0.0008  11.1442  0.0008
# Filter to predictor rows only (exclude intercepts)
coef_predictors <- wald_table[!grepl("\\(Intercept\\)", rownames(wald_table)), ]
coef_predictors$Variable    <- rownames(coef_predictors)
coef_predictors$Significant <- coef_predictors$p_value < 0.05
coef_predictors$Lower       <- coef_predictors$Value - 1.96 * coef_predictors$Std.Error
coef_predictors$Upper       <- coef_predictors$Value + 1.96 * coef_predictors$Std.Error

ggplot(coef_predictors, aes(x = reorder(Variable, Value), y = Value, color = Significant)) +
  geom_point(size = 3) +
  geom_errorbar(aes(ymin = Lower, ymax = Upper), width = 0.3) +
  geom_hline(yintercept = 0, linetype = "dashed", color = "gray50") +
  coord_flip() +
  scale_color_manual(values = c("FALSE" = "#bdc3c7", "TRUE" = "#c0392b"),
                     labels = c("Not significant", "Significant (p < 0.05)")) +
  theme_minimal() +
  labs(title    = "Predictor Coefficients with 95% Confidence Intervals",
       subtitle = "Red points are statistically significant in the Wald test",
       x = "Predictor", y = "Coefficient Estimate", color = "Significance")

Most predictors are significant at the 0.05 level. Among the non-parallel terms, pH:1 does not reach significance (W² = 0.29, p = 0.593), and chlorides:2 is marginal (W² = 2.93, p = 0.087). All other predictor rows clear the threshold, including citric acid (W² = 5.01, p = 0.025). The three intercept rows at the bottom correspond to the quality cutpoints and confirm that the boundaries between tiers are statistically real, which is expected given the sample size.

4.4 Odds Ratios

coefs    <- coef(model_final)
se_coefs <- sqrt(diag(vcov(model_final)))

# Exclude intercept rows
pred_idx <- !grepl("\\(Intercept\\)", names(coefs))

OR_table <- data.frame(
  OR       = exp(coefs[pred_idx]),
  Lower_95 = exp(coefs[pred_idx] - 1.96 * se_coefs[pred_idx]),
  Upper_95 = exp(coefs[pred_idx] + 1.96 * se_coefs[pred_idx])
)

print(round(OR_table, 4))
##                                OR  Lower_95     Upper_95
## fixed.acidity              0.9182    0.8635 9.763000e-01
## volatile.acidity          56.9916   35.1391 9.243380e+01
## citric.acid                1.7644    1.0730 2.901100e+00
## residual.sugar             0.9359    0.9232 9.488000e-01
## free.sulfur.dioxide:1      0.9489    0.9374 9.605000e-01
## free.sulfur.dioxide:2      0.9786    0.9736 9.837000e-01
## free.sulfur.dioxide:3      0.9851    0.9795 9.907000e-01
## total.sulfur.dioxide       1.0068    1.0052 1.008400e+00
## sulphates                  0.1070    0.0676 1.696000e-01
## alcohol:1                  0.6279    0.5364 7.351000e-01
## alcohol:2                  0.3797    0.3525 4.089000e-01
## alcohol:3                  0.4054    0.3765 4.364000e-01
## chlorides:1                0.0000    0.0000 6.000000e-04
## chlorides:2               29.5276    0.6140 1.420070e+03
## chlorides:3           264380.2817 1643.0042 4.254215e+07
## pH:1                       0.7583    0.2748 2.092600e+00
## pH:2                       0.4887    0.3099 7.709000e-01
## pH:3                       0.4207    0.2530 6.994000e-01
or_df          <- OR_table
or_df$Variable <- rownames(or_df)

ggplot(or_df, aes(x = reorder(Variable, OR), y = OR)) +
  geom_point(size = 3, color = "#2980b9") +
  geom_errorbar(aes(ymin = Lower_95, ymax = Upper_95), width = 0.3, color = "#2980b9") +
  geom_hline(yintercept = 1, linetype = "dashed", color = "red") +
  coord_flip() +
  theme_minimal() +
  labs(title    = "Odds Ratios with 95% Confidence Intervals",
       subtitle = "OR > 1 increases the odds of a higher quality tier; OR < 1 decreases it",
       x = "Predictor", y = "Odds Ratio")

Volatile acidity carries the largest effect among the parallel terms (OR = 56.99), where each one-unit increase is associated with substantially higher odds of falling into a lower quality tier. Sulphates moves in the opposite direction (OR = 0.107), as does alcohol across all three cutpoints (ORs ranging from 0.38 to 0.63).

Among the non-parallel terms, chlorides shows the widest spread: chlorides:1 approaches zero while chlorides:3 reaches 264,380, both with confidence intervals too wide to interpret reliably. The two rows whose confidence intervals actually cross 1.0 are pH:1 (OR = 0.758, 95% CI: 0.275 to 2.093) and chlorides:2 (OR = 29.53, 95% CI: 0.614 to 1,420). The threshold rows are not predictor odds ratios and should not be interpreted as such.

4.5 Predicted Probabilities and Confusion Matrix

pred_probs <- predict(model_final, type = "response")
pred_class <- factor(
  levels(df_final$quality_label)[apply(pred_probs, 1, which.max)],
  levels = levels(df_final$quality_label)
)

conf_matrix <- table(Predicted = pred_class, Actual = df_final$quality_label)
print(conf_matrix)
##            Actual
## Predicted   Very Bad  Bad Good Very Good
##   Very Bad         0    0    0         0
##   Bad            114 1155  572        88
##   Good            80  771 1775       731
##   Very Good        5   22  280       377
accuracy <- sum(diag(conf_matrix)) / sum(conf_matrix)
cat("Overall Accuracy:", round(accuracy * 100, 2), "%\n")
## Overall Accuracy: 55.39 %
conf_df <- as.data.frame(conf_matrix)
ggplot(conf_df, aes(x = Actual, y = Predicted, fill = Freq)) +
  geom_tile(color = "white") +
  geom_text(aes(label = Freq), size = 5) +
  scale_fill_gradient(low = "#f9ebea", high = "#922b21") +
  theme_minimal() +
  labs(title    = "Confusion Matrix: Partial Proportional Odds Model",
       subtitle = paste("Overall accuracy:", round(accuracy * 100, 2), "%"),
       x = "Actual Quality Tier", y = "Predicted Quality Tier", fill = "Count")

The model reaches 55.39% overall accuracy on the training data. Performance is strongest on the Good tier (1,775 correct) and completely absent on Very Bad, where the model predicts zero instances across all 199 actual cases. This is a direct consequence of class imbalance: with Very Bad representing a small fraction of the data, the model has no incentive to predict it.

The largest source of misclassification falls between Bad and Good, with 771 Bad cases predicted as Good and 572 Good cases predicted as Bad. Good and Very Good also bleed into each other (731 and 280 misclassified respectively), consistent with cutpoints 2 and 3 sitting only 1.75 apart on the log-odds scale compared to the 7.85 gap separating cutpoint 1 from cutpoint 2.

4.6 Pseudo R-Squared

loglik_full <- logLik(model_final)
loglik_null <- logLik(model_null)
n           <- nrow(df_final)

mcfadden   <- 1 - as.numeric(loglik_full) / as.numeric(loglik_null)
coxsnell   <- 1 - exp((2 / n) * (as.numeric(loglik_null) - as.numeric(loglik_full)))
nagelkerke <- coxsnell / (1 - exp((2 / n) * as.numeric(loglik_null)))

cat("McFadden  :", round(mcfadden,   4), "\n")
## McFadden  : 0.1662
cat("CoxSnell  :", round(coxsnell,   4), "\n")
## CoxSnell  : 0.3204
cat("Nagelkerke:", round(nagelkerke, 4), "\n")
## Nagelkerke: 0.3551

Ordinal logistic regression has no single R-squared equivalent, so three pseudo-R² measures are reported here. McFadden’s R² is 0.166, Cox-Snell is 0.320, and Nagelkerke is 0.355. McFadden values between 0.1 and 0.4 are generally considered acceptable for logistic models, so 0.166 clears that bar without indicating strong fit.

Cox-Snell and Nagelkerke both suggest the predictors account for roughly 32 to 36% of the variability in quality tier. The remaining variance reflects factors the chemical measurements do not capture, including the subjective nature of sensory evaluation scores used to define quality in the original data.

5 Discriminant Analysis

5.1 Model Summary

lda_model <- lda(quality_label ~ ., data = df_final)

summary(lda_model)
##         Length Class  Mode     
## prior    4     -none- numeric  
## counts   4     -none- numeric  
## means   40     -none- numeric  
## scaling 30     -none- numeric  
## lev      4     -none- character
## svd      3     -none- numeric  
## N        1     -none- numeric  
## call     3     -none- call     
## terms    3     terms  call     
## xlevels  0     -none- list

Unlike OLR where the summary output of the model can produces such summary, in LDA the output from the model itself is just a preview of each aspects of the model.

The prior and counts output reveals that the model structure is a system that classify data into four groups. It utilizing ten predictor variables based on the forty entries in the group means matrix and the absence of categorical data in the xlevels list.

The classification operates within a three dimensional space, evidenced by the svd length of three and the scaling matrix of thirty. The model is founded on a single total observation count stored in N, while the call and terms entries retain the specific formula and code parameters used to generate the classification object.

However, to understand the output more clearly, we need to deep dive to some most important aspects which we choose to be: prior, means, and scaling,

cat("=== Prior Probabilities ===\n")
## === Prior Probabilities ===
print(round(lda_model$prior, 4))
##  Very Bad       Bad      Good Very Good 
##    0.0333    0.3263    0.4400    0.2003
cat("\n=== Group Means (Class Centroids) ===\n")
## 
## === Group Means (Class Centroids) ===
print(round(lda_model$means, 4))
##           fixed.acidity volatile.acidity citric.acid residual.sugar chlorides
## Very Bad         7.2291           0.4149      0.2695         4.3040    0.0549
## Bad              7.2492           0.3770      0.2969         5.8624    0.0588
## Good             7.0952           0.3064      0.3138         5.5273    0.0505
## Very Good        7.0238           0.2837      0.3304         4.9363    0.0432
##           free.sulfur.dioxide total.sulfur.dioxide     pH sulphates alcohol
## Very Bad              19.5503             103.8894 3.2275    0.4889 10.1902
## Bad                   29.9548             120.9410 3.2152    0.5145  9.8377
## Good                  31.4922             117.1011 3.2179    0.5230 10.5810
## Very Good             30.9268             111.2525 3.2237    0.5251 11.4107
cat("\n=== Linear Discriminant Coefficients ===\n")
## 
## === Linear Discriminant Coefficients ===
print(round(lda_model$scaling, 4))
##                          LD1      LD2    LD3
## fixed.acidity         0.0733   0.0532 0.0250
## volatile.acidity     -3.7422   4.2659 6.4846
## citric.acid          -0.6280   0.6903 4.2654
## residual.sugar        0.0606  -0.0173 0.0361
## chlorides            -4.1171 -20.7287 8.2649
## free.sulfur.dioxide   0.0166  -0.0546 0.0337
## total.sulfur.dioxide -0.0057   0.0088 0.0042
## pH                    0.6291   0.4056 0.0699
## sulphates             1.8908  -2.2380 0.1264
## alcohol               0.8887   0.2219 0.4161

The result from prior that our data is heavily imbalanced where 76.6% of wines fall into the “Bad” or “Good” categories, creating a bias that favors middle-tier classifications. Group means then shows that higher quality wines are chemically characterized by increased alcohol and citric acid levels alongside lower volatile acidity. The LD1 coefficients indicate that volatile acidity and chlorides are the primary negative influences that distinguish lower quality tiers. On the other hands, sulphates and alcohol are the strongest positive contributors on the first discriminant axis for identifying high-quality samples. These coefficients represent the specific weights used to transform the physicochemical data into the three dimensions that maximize separation between quality groups.

5.2 Proportion of Trace

prop_trace <- lda_model$svd^2 / sum(lda_model$svd^2)
names(prop_trace) <- paste0("LD", seq_along(prop_trace))

cat("=== Proportion of Trace ===\n")
## === Proportion of Trace ===
print(round(prop_trace, 4))
##    LD1    LD2    LD3 
## 0.9292 0.0600 0.0108
prop_df <- data.frame(
  LD         = names(prop_trace),
  Proportion = as.numeric(prop_trace),
  Cumulative = cumsum(as.numeric(prop_trace))
)

ggplot(prop_df, aes(x = LD)) +
  geom_bar(aes(y = Proportion), stat = "identity", fill = "#922b21", alpha = 0.8) +
  geom_line(aes(y = Cumulative, group = 1), color = "#2c3e50", linewidth = 1.1) +
  geom_point(aes(y = Cumulative), color = "#2c3e50", size = 3) +
  scale_y_continuous(labels = scales::percent_format()) +
  theme_minimal() +
  labs(
    title    = "Proportion of Trace per Discriminant Axis",
    subtitle = "Bars = individual variance explained; Line = cumulative",
    x        = "Linear Discriminant",
    y        = "Proportion of Trace"
  )

The results show that LD1 dominates heavily that itself alone is already contributing 88.3% of the total between-group variance. When combined with the 10.5% from LD2, nearly 99% of the chemical signal is explained, making the third axis statistically redundant. This high concentration indicates that the ten original chemical variables can be effectively split into two dimensions without losing significant information. As a result, the chart proves that the hierarchical progression of wine quality is driven by a highly consistent and linear chemical transition.

5.3 Discriminant Space Visualization

lda_scores <- predict(lda_model)$x
lda_plot_df <- data.frame(
  LD1   = lda_scores[, 1],
  LD2   = if (ncol(lda_scores) >= 2) lda_scores[, 2] else 0,
  Group = df_final$quality_label
)

ggplot(lda_plot_df, aes(x = LD1, y = LD2, color = Group, fill = Group)) +
  geom_point(alpha = 0.25, size = 1.2) +
  stat_ellipse(geom = "polygon", alpha = 0.10, level = 0.95) +
  stat_ellipse(level = 0.95, linewidth = 0.9) +
  scale_color_brewer(palette = "RdYlGn") +
  scale_fill_brewer(palette = "RdYlGn") +
  theme_minimal() +
  labs(
    title    = "Discriminant Space: LD1 vs LD2",
    subtitle = "Each ellipse covers 95% of its group's projected observations",
    x        = paste0("LD1 (", round(prop_trace[1] * 100, 1), "% of trace)"),
    y        = paste0("LD2 (", round(prop_trace[2] * 100, 1), "% of trace)"),
    color    = "Quality Tier",
    fill     = "Quality Tier"
  )

The discriminant space plot demonstrate a clear chemical progression along the LD1 axis, where wine quality shifts from “Very Bad” on the left to “Very Good” on the right. This horizontal progress confirms that LD1 is the primary quality tiebreaker by capturing 92.9% of the trace. Significant overlap between the 95% ellipses, especially among the “Bad,” “Good,” and “Very Good” categories, explains why the model often struggles to find perfect boundaries between nearby tiers. Meanwhile, LD2 provides only a minor vertical adjustment with 6% of the trace, helping to refine the separation between the more common middle tier wines.

In the end, the visualization shows that while wine quality follows a predictable chemical DNA, the transitions between levels are continuous and often blurred.

5.4 Classification & Confusion Matrix

lda_pred       <- predict(lda_model)
pred_class_lda <- lda_pred$class

conf_lda <- table(Predicted = pred_class_lda, Actual = df_final$quality_label)

precision <- diag(conf_lda) / rowSums(conf_lda)
recall    <- diag(conf_lda) / colSums(conf_lda)
f1_score  <- 2 * (precision * recall) / (precision + recall)
f1_score[is.na(f1_score)] <- 0
macro_f1 <- mean(f1_score)

print(conf_lda)
##            Actual
## Predicted   Very Bad  Bad Good Very Good
##   Very Bad         0    0    0         0
##   Bad            115 1143  579        61
##   Good            75  769 1710       690
##   Very Good        9   36  338       445
accuracy_lda <- sum(diag(conf_lda)) / sum(conf_lda)
cat("\nOverall Accuracy (LDA):", round(accuracy_lda * 100, 2), "%\n")
## 
## Overall Accuracy (LDA): 55.24 %
cat("\nOverall F1-Score (LDA):", round(f1_score * 100, 2), "%\n")
## 
## Overall F1-Score (LDA): 0 59.44 58.25 43.97 %
cat("\nOverall F1-Macro (LDA):", round(macro_f1 * 100, 2), "%\n")
## 
## Overall F1-Macro (LDA): 40.42 %
conf_lda_df <- as.data.frame(conf_lda)

ggplot(conf_lda_df, aes(x = Actual, y = Predicted, fill = Freq)) +
  geom_tile(color = "white") +
  geom_text(aes(label = Freq), size = 5) +
  scale_fill_gradient(low = "#f9ebea", high = "#922b21") +
  theme_minimal() +
  labs(
    title    = "Confusion Matrix: Linear Discriminant Analysis",
    subtitle = paste("Overall acc:", round(accuracy_lda, 2)," | f1: ",round(macro_f1, 2)),
    x        = "Actual Quality Tier",
    y        = "Predicted Quality Tier",
    fill     = "Count"
  )

Unfortunately, our model is an utter disappointment. Let alone an F1-Macro of 0.4, but even accuracy of 0.55 is already enough evidence of how bad our model were. This is mostly due to the similar characteristics of each class in addition of the imbalances between them. The insight can be breakdown into three points:

  • The model is most effective at identifying “Good” wines, with 1,710 correct classifications, and “Bad” wines, with 1,143. These two tiers form the backbone of the model’s accuracy.

  • There is significant chemical overlap between adjacent tiers. For instance, 690 actual “Very Good” wines were misclassified as merely “Good,” and 769 actual “Bad” wines were misclassified as “Good”.

  • The model completely fails to identify the “Very Bad” tier, returning zero correct predictions for the 199 samples in this category.

The total absence of “Very Bad” predictions is a direct consequence of the class imbalance and the prior probabilities. Because the model is mathematically instructed to maximize overall accuracy, it gamble by favoring the most frequent categories. To the model, predicting a “Very Bad” wine is a high-risk gamble that it rarely takes, as the chemical signal for these rare samples is not strong enough to overcome the statistical weight of the “Bad” or “Good” priors. This confirms that while the oenological “DNA” provides a general guide, the rare extremes of wine quality remain difficult to isolate using linear boundaries alone.

5.5 Apparent Error Rate (APER)

n_total      <- sum(conf_lda)
n_correct    <- sum(diag(conf_lda))
n_misclassed <- n_total - n_correct
APER         <- n_misclassed / n_total

cat("=== APER Breakdown ===\n")
## === APER Breakdown ===
cat("Total observations   :", n_total, "\n")
## Total observations   : 5970
cat("Correctly classified :", n_correct, "\n")
## Correctly classified : 3298
cat("Misclassified        :", n_misclassed, "\n")
## Misclassified        : 2672
cat("APER                 :", round(APER, 4), "\n")
## APER                 : 0.4476
cat("APER (%)             :", round(APER * 100, 2), "%\n")
## APER (%)             : 44.76 %
per_class <- data.frame(
  Class         = colnames(conf_lda),
  Total         = colSums(conf_lda),
  Correct       = diag(conf_lda),
  Misclassified = colSums(conf_lda) - diag(conf_lda)
)
per_class$ClassAPER <- round(per_class$Misclassified / per_class$Total, 4)
print(per_class)
##               Class Total Correct Misclassified ClassAPER
## Very Bad   Very Bad   199       0           199    1.0000
## Bad             Bad  1948    1143           805    0.4132
## Good           Good  2627    1710           917    0.3491
## Very Good Very Good  1196     445           751    0.6279
ggplot(per_class, aes(x = Class, y = ClassAPER, fill = Class)) +
  geom_bar(stat = "identity", show.legend = FALSE) +
  geom_hline(yintercept = APER, linetype = "dashed", color = "#2c3e50", linewidth = 0.9) +
  scale_fill_brewer(palette = "RdYlGn") +
  scale_y_continuous(labels = scales::percent_format()) +
  theme_minimal() +
  labs(
    title    = "Per-Class Apparent Error Rate (APER)",
    subtitle = paste("Dashed line = overall APER of", round(APER * 100, 2), "%"),
    x        = "Quality Tier",
    y        = "Misclassification Rate"
  )

The APER chart shows the model fails to find the best and worst wines. It misses every “Very Bad” wine and gets “Very Good” ones wrong over 60% of the time. This is because the model favors common “Good” and “Bad” groups with lower error rates. Accuracy mostly comes from labeling average wines correctly rather than spotting traits in high or low quality samples. [

---
title: "<span style='font-size: 32px; font-weight: bold; color: #4A0E0E;'>Multivariate Analysis</span>"
subtitle: "A Proportional Odds Approach to Decoding Wine Quality Hierarchies"
author: "Fio Ulaa' Octiryanti (030), Alfin Jayadi (082), Ketut Shridhara (115)"
date: "Updated on: `r format(Sys.Date(), '%d %B %Y')`"
output:
  html_document:
    toc: true
    toc_float: 
      collapsed: false
      smooth_scroll: true
    toc_depth: 4
    theme: cosmo        
    highlight: espresso  
    code_folding: hide
    code_download: true  
    number_sections: true
    df_print: paged
---

```{=html}
<style>
body {
  text-align: justify;
  font-family: 'Open Sans', sans-serif;
}
.list-group-item.active, .list-group-item.active:focus, .list-group-item.active:hover {
    background-color: #4A0E0E; /* Wine Red */
    border-color: #4A0E0E;
}
h1, h2, h3 {
  color: #4A0E0E;
}
.nav-pills > li.active > a, .nav-pills > li.active > a:focus, .nav-pills > li.active > a:hover {
    background-color: #4A0E0E;
}
</style>
```

# Introduction - The Quality Hierarchy

By acknowledging the natural ranking of wine quality, the Ordinal Logistic Regression provides a more statistically rigorous 'story' than standard classification. Instead of treating the quality levels as independent groups, the model estimates the cumulative probability of a wine ascending to a higher prestige tier based on its chemical makeup. The results highlight specific 'accelerators' such as alcohol content and 'decelerators' such as volatile acidity that dictate a wine’s movement across the quality thresholds. Furthermore, by passing the Brant Test, we confirm that the impact of these chemical predictors remains consistent across all quality transitions, validating the proportional odds assumption and proving that the path to a 'Very Good' wine follows a predictable, hierarchical chemical progression.

## Environment Setup

We start by loading the necessary libraries required for data manipulation, visualization, and advanced ordinal modeling.

```{r}
library(tidyverse) 
library(car)      
library(biotools) 
library(MASS)   
library(brant)   
library(GGally)
library(ggcorrplot)
library(gridExtra)
library(MVN)
library(VGAM)
```

## Data Loading & Transformation

We transform the numerical quality scores into four ranked levels. Unlike a nominal classification, we define these categories as an ordered factor, establishing a clear hierarchy from "Very Bad" to "Very Good." This structure is essential for the Ordinal Logistic Regression to correctly interpret the progression of wine quality.

```{r}
df <- read.csv("wine-quality-white-and-red.csv")

colnames(df) <- make.names(colnames(df))
df <- df %>%
  mutate(quality_label = case_when(
    quality <= 4 ~ "Very Bad",
    quality == 5 ~ "Bad",
    quality == 6 ~ "Good",
    quality >= 7 ~ "Very Good"
  )) %>%
  mutate(quality_label = factor(quality_label, 
                                levels = c("Very Bad", "Bad", "Good", "Very Good"),
                                ordered = TRUE)) 
df_clean <- df %>% 
  dplyr::select(-type, -quality)



head(df_clean)
```

# Exploratory Data Analysis

## Initial Distribution Visualization

Before diving into the ordinal modeling, we must observe the "DNA" of our dataset. By visualizing the distribution of the quality tiers, we can understand the balance of our classes across the quality spectrum. This step is crucial as it reveals whether our data is skewed towards a specific "step" on the quality ladder.

```{r}
ggplot(df, aes(x = quality_label, fill = quality_label)) +
  geom_bar(show.legend = FALSE) +
  theme_minimal() +
  scale_fill_brewer(palette = "RdYlGn") +
  labs(title = "Distribution of Wine Quality Tiers",
       subtitle = "Observing the frequency across the quality hierarchy",
       x = "Quality Hierarchy (Low to High)", 
       y = "Number of Wine Samples") +
  theme(plot.title = element_text(face = "bold"))
```

The bar chart above illustrates the frequency of wines across our four defined tiers. In an ordinal context, this helps us identify if we have enough representation in the "extreme" tiers (Very Bad and Very Good) compared to the more common "Good" or "Bad" categories. A significant imbalance here often explains why certain "thresholds" in our Ordinal Logistic Regression might be harder for the model to predict accurately.

# Statistical Assumptions & Diagnostics

## Ordinal Logistic

### Outlier Detection using Mahalanobis Distance

To ensure our hierarchical model is robust, we use multivariate distance to identify observations that are chemically "extreme." Unlike simple univariate checks, Mahalanobis distance considers the correlation between all chemical properties simultaneously.

```{r}
numeric_only <- df_clean %>% dplyr::select(-quality_label)

m_dist <- mahalanobis(numeric_only, 
                      colMeans(numeric_only), 
                      cov(numeric_only))

cutoff <- qchisq(0.95, df = ncol(numeric_only))

df_final <- df_clean[m_dist < cutoff, ]
set.seed(42)


print(paste("Initial Observations:", nrow(df_clean)))
print(paste("Observations after Outlier Removal:", nrow(df_final)))
```

```{r}
plot_data <- data.frame(
  Index = 1:length(m_dist),
  Distance = m_dist,
  IsOutlier = m_dist >= cutoff
)

ggplot(plot_data, aes(x = Index, y = Distance, color = IsOutlier)) +
  geom_point(alpha = 0.5) +
  geom_hline(yintercept = cutoff, linetype = "dashed", color = "red", size = 1) +
  scale_color_manual(values = c("FALSE" = "#2c3e50", "TRUE" = "#e74c3c"),
                     labels = c("Normal Data", "Outlier")) +
  theme_minimal() +
  labs(title = "Mahalanobis Distance Outlier Detection",
       subtitle = paste("Red line represents the Chi-Square cutoff of", round(cutoff, 2)),
       x = "Observation Index",
       y = "Mahalanobis Distance",
       color = "Status")
```

The outlier detection process identified 175 chemical anomalies from the initial 6,497 observations, resulting in a refined dataset 5,970 samples. By applying a Chi-Square cutoff at a 95% confidence level, we isolated observations with improbable chemical combinations that could distort our statistical boundaries. In the context of Ordinal Logistic Regression, removing these outliers is critical. Extreme data points can disproportionately pull the "thresholds" (intercepts) between quality tiers, leading to biased predictions. By ensuring a stable foundation, our model can more accurately capture the true hierarchical relationship between physicochemical properties and wine quality progression.

### Multicollinearity (VIF)

We check if independent variables are too highly correlated with each other. In an ordinal model, high multicollinearity can make the coefficients unstable, making it difficult to determine which chemical property truly drives a wine to the next quality tier.

```{r}
v_model <- lm(as.numeric(quality_label) ~ ., data = df_final)
vif_result <- vif(v_model)

vif_df <- data.frame(
  Variable = names(vif_result),
  VIF = as.numeric(vif_result)
)

# Plot the results
ggplot(vif_df, aes(x = reorder(Variable, VIF), y = VIF, fill = VIF > 10)) +
  geom_bar(stat = "identity", width = 0.7) +
  geom_hline(yintercept = 10, linetype = "dashed", color = "red", linewidth = 0.8) +
  geom_hline(yintercept = 5, linetype = "dotted", color = "orange", linewidth = 0.8) +
  coord_flip() + # Memutar agar nama variabel mudah dibaca
  scale_fill_manual(values = c("FALSE" = "#2ecc71", "TRUE" = "#e74c3c"), 
                    guide = "none") +
  theme_minimal() +
  labs(title = "Multicollinearity Check (VIF Results)",
       subtitle = "Density shows high multicollinearity (VIF > 10)",
       x = "Chemical Properties",
       y = "Variance Inflation Factor (VIF)")
```

```{r}
df_final <- df_final |> 
  dplyr::select(-density)
v_model <- lm(as.numeric(quality_label) ~ ., data = df_final)
vif_result <- vif(v_model)

vif_df <- data.frame(
  Variable = names(vif_result),
  VIF = as.numeric(vif_result)
)

# Plot the results
ggplot(vif_df, aes(x = reorder(Variable, VIF), y = VIF, fill = VIF > 10)) +
  geom_bar(stat = "identity", width = 0.7) +
  geom_hline(yintercept = 10, linetype = "dashed", color = "red", linewidth = 0.8) +
  geom_hline(yintercept = 5, linetype = "dotted", color = "orange", linewidth = 0.8) +
  coord_flip() + # Memutar agar nama variabel mudah dibaca
  scale_fill_manual(values = c("FALSE" = "#2ecc71", "TRUE" = "#e74c3c"), 
                    guide = "none") +
  theme_minimal() +
  labs(title = "Multicollinearity Check (VIF Results)",
       subtitle = "Density shows high multicollinearity (VIF > 10)",
       x = "Chemical Properties",
       y = "Variance Inflation Factor (VIF)")
```

The Multicollinearity test using the Variance Inflation Factor (VIF) reveals that most chemical properties remain within acceptable limits, with the notable exception of density, which exhibits a significantly high VIF of 20.97. In ordinal modeling, a VIF exceeding 10 indicates that a variable is redundant; its information is already captured by other predictors like alcohol and residual sugar. This redundancy can inflate the standard errors of our coefficients, potentially masking the true significance of chemical drivers in our Ordinal Logistic Regression. Therefore we exclude density because of the VIF \> 10. While variables like residual.sugar and alcohol show moderate correlation, the extreme value of density suggests it may need careful handling to ensure that our hierarchical quality predictions and the subsequent Discriminant Analysis remain reliable and interpretable.

### Linearity & Correlation

A quick scan of how variables move together. In an ordinal framework, we look for chemical properties that show a consistent directional relationship with our quality hierarchy. Stronger correlations with the target variable suggest which "levers" are most effective in shifting a wine from a lower tier to a higher one.

```{r}
ggcorr(df_final, 
       label = TRUE, 
       label_size = 3, 
       hjust = 0.8, 
       layout.exp = 1,
       name = "Corr") +
  labs(title = "Correlation Matrix of Wine Properties",
       subtitle = "Identifying potential drivers for quality progression")
```

The correlation matrix provides a preliminary map of the "chemical DNA" behind wine quality. From an Ordinal perspective, we are particularly interested in variables that show a steady positive or negative trend as we move up the quality tiers. For instance, a strong positive correlation between alcohol and quality suggests that alcohol might be a significant predictor in the Ordinal Logistic Regression, potentially increasing the probability of a wine being classified into a superior category. Conversely, variables with high mutual correlation (like density and residual sugar) reinforce our previous VIF findings, reminding us that while they move together, their individual impact on the quality hierarchy must be carefully disentangled to avoid redundancy in our hierarchical model.

### Proportional Odds Assumption (Brant Test)

In Ordinal Logistic Regression, we must satisfy the Parallel Slopes assumption. This means that each of our chemical predictors (like alcohol or acidity) must have a consistent effect across all quality transitions. If this assumption is violated, the ordinal model might be misleading, and a multinomial approach would be more appropriate.

```{r}
model_ordinal <- polr(quality_label ~ ., data = df_final, Hess = TRUE)
brant_test <- brant(model_ordinal)
print(brant_test)
```

The omnibus result rejects the assumption. Before concluding anything, we check whether the violations are real or just a statistical artefact of our large sample. With n close to 6,000, the Brant test has enough power to flag even tiny, practically meaningless deviations. To separate genuine violations from noise, we compare the actual slope estimates at each threshold directly.

```{r}
model_low  <- glm(I(as.numeric(quality_label) >= 2) ~ ., 
                  data = df_final, family = binomial)
model_mid  <- glm(I(as.numeric(quality_label) >= 3) ~ ., 
                  data = df_final, family = binomial)
model_high <- glm(I(as.numeric(quality_label) >= 4) ~ ., 
                  data = df_final, family = binomial)

slope_comparison <- data.frame(
  Variable  = names(coef(model_low))[-1],
  Threshold1 = round(coef(model_low)[-1], 3),
  Threshold2 = round(coef(model_mid)[-1], 3),
  Threshold3 = round(coef(model_high)[-1], 3)
)

print(slope_comparison)
```

Two variables stand out as genuine violations. `chlorides` flips from +12.2 at the first threshold to -12.5 at the third, and `pH` also reverses sign across thresholds. A sign flip is not a sample size artifact, it means the variable behaves in opposite directions at different quality boundaries. These two are dropped from the model.

```{r}
model_ordinal <- polr(quality_label ~ ., data = dplyr::select(df_final, -chlorides, -pH), Hess = TRUE)
brant_test    <- brant(model_ordinal)
print(brant_test)
```

After removing them, `free.sulfur.dioxide` and `alcohol` remain as structural violators with X2 values of 57 and 94 respectively. Their slopes are not just noisy, they genuinely shift across thresholds. Dropping more variables to chase a passing Brant test at this point would mean removing predictors with real chemical meaning.

The right response here is a **Partial Proportional Odds (PPO) model**. Instead of forcing every predictor to share a single slope, the PPO model constrains only the predictors that actually satisfy the assumption and frees the ones that do not. The outcome is still treated as ordinal, the quality hierarchy is preserved, and the model stops lying about how `free.sulfur.dioxide` and `alcohol` behave. Predictors that pass the Brant test (`fixed.acidity`, `citric.acid`, `residual.sugar`) keep a single constrained coefficient. The two violators get separate coefficients per threshold.

## Discriminant Analysis

### Multivariate Normally Distributed

LDA assumes that the predictors follow a multivariate normal disttribution for each group. We test this using Henze-Zirkler's Test instead of Mardia's Test due to the high sensitiveness of the latter. If the assumption is not met, the theoretical derivation of the linear decision boundary becomes no longer valid, meaning the estimated probabilities assigned to each group may be unreliable.

The best-case scenario would be `MVN = Normal` with p \> 0.05, which would confirm the basis of the model’s distribution. However, with n ≈ 5,970, rejection is expected given that the physicochemical variables are asymmetric. Even so, this can be tolerated because LDA is robust to large sample sizes thanks to the Central Limit Theorem.

```{r}
mvn_result <- mvn(df_final,mvn_test = 'hz')

print(summary(mvn_result, "mvn"))
```

```{r}
pred_vars <- df_final %>% dplyr::select(-quality_label) %>% names()

par(mfrow = c(3, 4))
for (var in pred_vars) {
  qqnorm(df_final[[var]], main = paste('Q-Q Plot:', var), cex.main = 0.9)
  qqline(df_final[[var]], col = 'red')
}
par(mfrow = c(1, 1))
```

As expected, the Henze-Zirkler test formally rejects multivariate normality (HZ = 4.935, p \< 0.001. Nevertheless, visual inspection of Q-Q plots reveales that all predictors follow the theoretical normal line closely through the central distribution, with only minor tail deviations. This pattern is only indicates a slight skewness rather than a major distributional violation. This rejection is therefore due to the high statistical strength at n ≈ 5,970, which is sensitive to even the slightest deviation, and the assumption of normality is considered to be satisfied well enough for the LDA to proceed.

However, as stated earlier, there is a slight chance that the estimated probabilities assigned to each group may be unreliable. Given the mild tail deviations observed in the Q-Q plots, this effect is expected to be minor rather than severe, though results near the decision boundary between adjacent quality tiers should be interpreted cautiously.

### Homogenity of Variance

LDA pools covariance matrices from all groups into a single matrix of \`$S_{pooled}$\`, which serves as a shared variance structure for constructing the linear decision boundaries. This pooling will only produces a valid boundary if all groups share the same underlying covariance structure. We use Box's M rather than Bartlett because Box's M evaluates the entire '$p \times p$' covariance matrix simultaneously, while the latter only checks univariate variances and ignores covariances entirely.

If this assumption fails substantially, \`$S_{pooled}$\` becomes a distorted representation of each group's true spread, causing the linear boundary to be misaligned and misclassification rates to increase. The best expected outcome is a non-significant Box's M (p \> 0.05), though at n ≈ 5,970 rejection is almost certain due to high statistical power detecting even trivially small differences

```{r}
boxM_result <- boxM(
  data     = df_final %>% dplyr::select(-quality_label),
  grouping = df_final$quality_label
)

print(boxM_result)
```

```{r}
pred_vars <- df_final %>% dplyr::select(-quality_label) %>% names()

plot_list <- lapply(levels(df_final$quality_label), function(grp) {
  
  cor_mat <- df_final %>%
    filter(quality_label == grp) %>%
    dplyr::select(all_of(pred_vars)) %>%
    cor()

  ggcorrplot(cor_mat,
             method  = 'square',
             type    = 'lower',
             lab     = FALSE,
             tl.cex  = 7,
             colors  = c('#2980b9', 'white', '#922b21'),
             title   = paste('Correlation Structure:', grp),
             ggtheme = theme_minimal())
})

grid.arrange(grobs = plot_list, ncol = 2)
```

# Ordinal Logistic

## Model Summary

```{r}
model_final <- vglm(
  quality_label ~ fixed.acidity + volatile.acidity + citric.acid +
                  residual.sugar + free.sulfur.dioxide + total.sulfur.dioxide +
                  sulphates + alcohol + chlorides + pH,
  family = cumulative(parallel = FALSE ~ free.sulfur.dioxide + alcohol + 
                                         chlorides + pH,
                      reverse = FALSE),
  data = df_final
)

summary(model_final)
```

The three intercepts run 4.15, 12.00, and 13.75, increasing monotonically across the cutpoints, confirming the model is internally consistent. Alcohol and volatile acidity dominate by z-value (25.6 and 16.4 respectively), with sulphates and residual sugar close behind. The weak predictors are pH:1 (z = -0.53, p = 0.59) and chlorides:2 (z = 1.71, p = 0.087). Citric acid clears the 0.05 threshold at p = 0.025, borderline but significant. Residual deviance is 11,570.2, which serves as a baseline for any subsequent model comparisons involving pH:1 or chlorides:2.

## Simultaneous Test (G-Statistic)

```{r}

model_null <- vglm(quality_label ~ 1,
                   family = cumulative(parallel = TRUE, reverse = FALSE),
                   data = df_final)

G_stat <- deviance(model_null) - deviance(model_final)
df_G   <- df.residual(model_null) - df.residual(model_final)
p_G    <- pchisq(G_stat, df = df_G, lower.tail = FALSE)

cat("G statistic       :", round(G_stat, 4), "\n")
cat("Degrees of freedom:", df_G, "\n")
cat("P-value           :", round(p_G, 6), "\n")

if (p_G < 0.05) {
  cat("Decision: Reject H0, at least one predictor significantly influences wine quality.\n")
} else {
  cat("Decision: Fail to reject H0.\n")
}
```

The G-statistic tests whether the predictors as a group do anything useful compared to a model with no predictors at all. With G = 2305.58, df = 18, and p \< 0.05, we reject the null hypothesis. The chemical predictors collectively explain a significant portion of the variation in quality tier.

The size of the statistic is worth noting. A G of 2305.58 on 18 degrees of freedom is very large, which tells us the model is not just barely significant. The physicochemical variables carry real and substantial information about quality.

## Partial Test (Wald Test)

```{r}

coef_table <- coef(summary(model_final))
wald_table <- as.data.frame(coef_table)
colnames(wald_table) <- c("Value", "Std.Error", "z")

wald_table$W2      <- wald_table$z^2
wald_table$p_value <- pchisq(wald_table$W2, df = 1, lower.tail = FALSE)

print(round(wald_table, 4))

# Filter to predictor rows only (exclude intercepts)
coef_predictors <- wald_table[!grepl("\\(Intercept\\)", rownames(wald_table)), ]
coef_predictors$Variable    <- rownames(coef_predictors)
coef_predictors$Significant <- coef_predictors$p_value < 0.05
coef_predictors$Lower       <- coef_predictors$Value - 1.96 * coef_predictors$Std.Error
coef_predictors$Upper       <- coef_predictors$Value + 1.96 * coef_predictors$Std.Error

ggplot(coef_predictors, aes(x = reorder(Variable, Value), y = Value, color = Significant)) +
  geom_point(size = 3) +
  geom_errorbar(aes(ymin = Lower, ymax = Upper), width = 0.3) +
  geom_hline(yintercept = 0, linetype = "dashed", color = "gray50") +
  coord_flip() +
  scale_color_manual(values = c("FALSE" = "#bdc3c7", "TRUE" = "#c0392b"),
                     labels = c("Not significant", "Significant (p < 0.05)")) +
  theme_minimal() +
  labs(title    = "Predictor Coefficients with 95% Confidence Intervals",
       subtitle = "Red points are statistically significant in the Wald test",
       x = "Predictor", y = "Coefficient Estimate", color = "Significance")
```

Most predictors are significant at the 0.05 level. Among the non-parallel terms, pH:1 does not reach significance (W² = 0.29, p = 0.593), and chlorides:2 is marginal (W² = 2.93, p = 0.087). All other predictor rows clear the threshold, including citric acid (W² = 5.01, p = 0.025). The three intercept rows at the bottom correspond to the quality cutpoints and confirm that the boundaries between tiers are statistically real, which is expected given the sample size.

## Odds Ratios

```{r}
coefs    <- coef(model_final)
se_coefs <- sqrt(diag(vcov(model_final)))

# Exclude intercept rows
pred_idx <- !grepl("\\(Intercept\\)", names(coefs))

OR_table <- data.frame(
  OR       = exp(coefs[pred_idx]),
  Lower_95 = exp(coefs[pred_idx] - 1.96 * se_coefs[pred_idx]),
  Upper_95 = exp(coefs[pred_idx] + 1.96 * se_coefs[pred_idx])
)

print(round(OR_table, 4))

or_df          <- OR_table
or_df$Variable <- rownames(or_df)

ggplot(or_df, aes(x = reorder(Variable, OR), y = OR)) +
  geom_point(size = 3, color = "#2980b9") +
  geom_errorbar(aes(ymin = Lower_95, ymax = Upper_95), width = 0.3, color = "#2980b9") +
  geom_hline(yintercept = 1, linetype = "dashed", color = "red") +
  coord_flip() +
  theme_minimal() +
  labs(title    = "Odds Ratios with 95% Confidence Intervals",
       subtitle = "OR > 1 increases the odds of a higher quality tier; OR < 1 decreases it",
       x = "Predictor", y = "Odds Ratio")
```

Volatile acidity carries the largest effect among the parallel terms (OR = 56.99), where each one-unit increase is associated with substantially higher odds of falling into a lower quality tier. Sulphates moves in the opposite direction (OR = 0.107), as does alcohol across all three cutpoints (ORs ranging from 0.38 to 0.63).

Among the non-parallel terms, chlorides shows the widest spread: chlorides:1 approaches zero while chlorides:3 reaches 264,380, both with confidence intervals too wide to interpret reliably. The two rows whose confidence intervals actually cross 1.0 are pH:1 (OR = 0.758, 95% CI: 0.275 to 2.093) and chlorides:2 (OR = 29.53, 95% CI: 0.614 to 1,420). The threshold rows are not predictor odds ratios and should not be interpreted as such.

## Predicted Probabilities and Confusion Matrix

```{r}
pred_probs <- predict(model_final, type = "response")
pred_class <- factor(
  levels(df_final$quality_label)[apply(pred_probs, 1, which.max)],
  levels = levels(df_final$quality_label)
)

conf_matrix <- table(Predicted = pred_class, Actual = df_final$quality_label)
print(conf_matrix)

accuracy <- sum(diag(conf_matrix)) / sum(conf_matrix)
cat("Overall Accuracy:", round(accuracy * 100, 2), "%\n")

conf_df <- as.data.frame(conf_matrix)
ggplot(conf_df, aes(x = Actual, y = Predicted, fill = Freq)) +
  geom_tile(color = "white") +
  geom_text(aes(label = Freq), size = 5) +
  scale_fill_gradient(low = "#f9ebea", high = "#922b21") +
  theme_minimal() +
  labs(title    = "Confusion Matrix: Partial Proportional Odds Model",
       subtitle = paste("Overall accuracy:", round(accuracy * 100, 2), "%"),
       x = "Actual Quality Tier", y = "Predicted Quality Tier", fill = "Count")
```

The model reaches 55.39% overall accuracy on the training data. Performance is strongest on the Good tier (1,775 correct) and completely absent on Very Bad, where the model predicts zero instances across all 199 actual cases. This is a direct consequence of class imbalance: with Very Bad representing a small fraction of the data, the model has no incentive to predict it.

The largest source of misclassification falls between Bad and Good, with 771 Bad cases predicted as Good and 572 Good cases predicted as Bad. Good and Very Good also bleed into each other (731 and 280 misclassified respectively), consistent with cutpoints 2 and 3 sitting only 1.75 apart on the log-odds scale compared to the 7.85 gap separating cutpoint 1 from cutpoint 2.

## Pseudo R-Squared

```{r}
loglik_full <- logLik(model_final)
loglik_null <- logLik(model_null)
n           <- nrow(df_final)

mcfadden   <- 1 - as.numeric(loglik_full) / as.numeric(loglik_null)
coxsnell   <- 1 - exp((2 / n) * (as.numeric(loglik_null) - as.numeric(loglik_full)))
nagelkerke <- coxsnell / (1 - exp((2 / n) * as.numeric(loglik_null)))

cat("McFadden  :", round(mcfadden,   4), "\n")
cat("CoxSnell  :", round(coxsnell,   4), "\n")
cat("Nagelkerke:", round(nagelkerke, 4), "\n")
```

Ordinal logistic regression has no single R-squared equivalent, so three pseudo-R² measures are reported here. McFadden's R² is 0.166, Cox-Snell is 0.320, and Nagelkerke is 0.355. McFadden values between 0.1 and 0.4 are generally considered acceptable for logistic models, so 0.166 clears that bar without indicating strong fit.

Cox-Snell and Nagelkerke both suggest the predictors account for roughly 32 to 36% of the variability in quality tier. The remaining variance reflects factors the chemical measurements do not capture, including the subjective nature of sensory evaluation scores used to define quality in the original data.

# Discriminant Analysis

## Model Summary

```{r}
lda_model <- lda(quality_label ~ ., data = df_final)

summary(lda_model)

```

Unlike OLR where the summary output of the model can produces such summary, in LDA the output from the model itself is just a preview of each aspects of the model.

The prior and counts output reveals that the model structure is a system that classify data into four groups. It utilizing ten predictor variables based on the forty entries in the group means matrix and the absence of categorical data in the xlevels list.

The classification operates within a three dimensional space, evidenced by the svd length of three and the scaling matrix of thirty. The model is founded on a single total observation count stored in N, while the call and terms entries retain the specific formula and code parameters used to generate the classification object.

However, to understand the output more clearly, we need to deep dive to some most important aspects which we choose to be: prior, means, and scaling,

```{r}
cat("=== Prior Probabilities ===\n")
print(round(lda_model$prior, 4))

cat("\n=== Group Means (Class Centroids) ===\n")
print(round(lda_model$means, 4))

cat("\n=== Linear Discriminant Coefficients ===\n")
print(round(lda_model$scaling, 4))

```

The result from prior that our data is heavily imbalanced where 76.6% of wines fall into the "Bad" or "Good" categories, creating a bias that favors middle-tier classifications. Group means then shows that higher quality wines are chemically characterized by increased alcohol and citric acid levels alongside lower volatile acidity. The LD1 coefficients indicate that volatile acidity and chlorides are the primary negative influences that distinguish lower quality tiers. On the other hands, sulphates and alcohol are the strongest positive contributors on the first discriminant axis for identifying high-quality samples. These coefficients represent the specific weights used to transform the physicochemical data into the three dimensions that maximize separation between quality groups.

## Proportion of Trace

```{r}
prop_trace <- lda_model$svd^2 / sum(lda_model$svd^2)
names(prop_trace) <- paste0("LD", seq_along(prop_trace))

cat("=== Proportion of Trace ===\n")
print(round(prop_trace, 4))

prop_df <- data.frame(
  LD         = names(prop_trace),
  Proportion = as.numeric(prop_trace),
  Cumulative = cumsum(as.numeric(prop_trace))
)

ggplot(prop_df, aes(x = LD)) +
  geom_bar(aes(y = Proportion), stat = "identity", fill = "#922b21", alpha = 0.8) +
  geom_line(aes(y = Cumulative, group = 1), color = "#2c3e50", linewidth = 1.1) +
  geom_point(aes(y = Cumulative), color = "#2c3e50", size = 3) +
  scale_y_continuous(labels = scales::percent_format()) +
  theme_minimal() +
  labs(
    title    = "Proportion of Trace per Discriminant Axis",
    subtitle = "Bars = individual variance explained; Line = cumulative",
    x        = "Linear Discriminant",
    y        = "Proportion of Trace"
  )
```

The results show that LD1 dominates heavily that itself alone is already contributing 88.3% of the total between-group variance. When combined with the 10.5% from LD2, nearly 99% of the chemical signal is explained, making the third axis statistically redundant. This high concentration indicates that the ten original chemical variables can be effectively split into two dimensions without losing significant information. As a result, the chart proves that the hierarchical progression of wine quality is driven by a highly consistent and linear chemical transition.

## Discriminant Space Visualization

```{r}
lda_scores <- predict(lda_model)$x
lda_plot_df <- data.frame(
  LD1   = lda_scores[, 1],
  LD2   = if (ncol(lda_scores) >= 2) lda_scores[, 2] else 0,
  Group = df_final$quality_label
)

ggplot(lda_plot_df, aes(x = LD1, y = LD2, color = Group, fill = Group)) +
  geom_point(alpha = 0.25, size = 1.2) +
  stat_ellipse(geom = "polygon", alpha = 0.10, level = 0.95) +
  stat_ellipse(level = 0.95, linewidth = 0.9) +
  scale_color_brewer(palette = "RdYlGn") +
  scale_fill_brewer(palette = "RdYlGn") +
  theme_minimal() +
  labs(
    title    = "Discriminant Space: LD1 vs LD2",
    subtitle = "Each ellipse covers 95% of its group's projected observations",
    x        = paste0("LD1 (", round(prop_trace[1] * 100, 1), "% of trace)"),
    y        = paste0("LD2 (", round(prop_trace[2] * 100, 1), "% of trace)"),
    color    = "Quality Tier",
    fill     = "Quality Tier"
  )
```

The discriminant space plot demonstrate a clear chemical progression along the LD1 axis, where wine quality shifts from "Very Bad" on the left to "Very Good" on the right. This horizontal progress confirms that LD1 is the primary quality tiebreaker by capturing 92.9% of the trace. Significant overlap between the 95% ellipses, especially among the "Bad," "Good," and "Very Good" categories, explains why the model often struggles to find perfect boundaries between nearby tiers. Meanwhile, LD2 provides only a minor vertical adjustment with 6% of the trace, helping to refine the separation between the more common middle tier wines.

In the end, the visualization shows that while wine quality follows a predictable chemical DNA, the transitions between levels are continuous and often blurred.

## Classification & Confusion Matrix

```{r}
lda_pred       <- predict(lda_model)
pred_class_lda <- lda_pred$class

conf_lda <- table(Predicted = pred_class_lda, Actual = df_final$quality_label)

precision <- diag(conf_lda) / rowSums(conf_lda)
recall    <- diag(conf_lda) / colSums(conf_lda)
f1_score  <- 2 * (precision * recall) / (precision + recall)
f1_score[is.na(f1_score)] <- 0
macro_f1 <- mean(f1_score)

print(conf_lda)

accuracy_lda <- sum(diag(conf_lda)) / sum(conf_lda)
cat("\nOverall Accuracy (LDA):", round(accuracy_lda * 100, 2), "%\n")
cat("\nOverall F1-Score (LDA):", round(f1_score * 100, 2), "%\n")
cat("\nOverall F1-Macro (LDA):", round(macro_f1 * 100, 2), "%\n")

conf_lda_df <- as.data.frame(conf_lda)

ggplot(conf_lda_df, aes(x = Actual, y = Predicted, fill = Freq)) +
  geom_tile(color = "white") +
  geom_text(aes(label = Freq), size = 5) +
  scale_fill_gradient(low = "#f9ebea", high = "#922b21") +
  theme_minimal() +
  labs(
    title    = "Confusion Matrix: Linear Discriminant Analysis",
    subtitle = paste("Overall acc:", round(accuracy_lda, 2)," | f1: ",round(macro_f1, 2)),
    x        = "Actual Quality Tier",
    y        = "Predicted Quality Tier",
    fill     = "Count"
  )
```

Unfortunately, our model is an utter disappointment. Let alone an F1-Macro of 0.4, but even accuracy of 0.55 is already enough evidence of how bad our model were. This is mostly due to the similar characteristics of each class in addition of the imbalances between them. The insight can be breakdown into three points:

-   The model is most effective at identifying "Good" wines, with 1,710 correct classifications, and "Bad" wines, with 1,143. These two tiers form the backbone of the model's accuracy.

-   There is significant chemical overlap between adjacent tiers. For instance, 690 actual "Very Good" wines were misclassified as merely "Good," and 769 actual "Bad" wines were misclassified as "Good".

-   The model completely fails to identify the "Very Bad" tier, returning zero correct predictions for the 199 samples in this category.

The total absence of "Very Bad" predictions is a direct consequence of the class imbalance and the prior probabilities. Because the model is mathematically instructed to maximize overall accuracy, it gamble by favoring the most frequent categories. To the model, predicting a "Very Bad" wine is a high-risk gamble that it rarely takes, as the chemical signal for these rare samples is not strong enough to overcome the statistical weight of the "Bad" or "Good" priors. This confirms that while the oenological "DNA" provides a general guide, the rare extremes of wine quality remain difficult to isolate using linear boundaries alone.

## Apparent Error Rate (APER)

```{r}
n_total      <- sum(conf_lda)
n_correct    <- sum(diag(conf_lda))
n_misclassed <- n_total - n_correct
APER         <- n_misclassed / n_total

cat("=== APER Breakdown ===\n")
cat("Total observations   :", n_total, "\n")
cat("Correctly classified :", n_correct, "\n")
cat("Misclassified        :", n_misclassed, "\n")
cat("APER                 :", round(APER, 4), "\n")
cat("APER (%)             :", round(APER * 100, 2), "%\n")

per_class <- data.frame(
  Class         = colnames(conf_lda),
  Total         = colSums(conf_lda),
  Correct       = diag(conf_lda),
  Misclassified = colSums(conf_lda) - diag(conf_lda)
)
per_class$ClassAPER <- round(per_class$Misclassified / per_class$Total, 4)
print(per_class)

ggplot(per_class, aes(x = Class, y = ClassAPER, fill = Class)) +
  geom_bar(stat = "identity", show.legend = FALSE) +
  geom_hline(yintercept = APER, linetype = "dashed", color = "#2c3e50", linewidth = 0.9) +
  scale_fill_brewer(palette = "RdYlGn") +
  scale_y_continuous(labels = scales::percent_format()) +
  theme_minimal() +
  labs(
    title    = "Per-Class Apparent Error Rate (APER)",
    subtitle = paste("Dashed line = overall APER of", round(APER * 100, 2), "%"),
    x        = "Quality Tier",
    y        = "Misclassification Rate"
  )
```

The APER chart shows the model fails to find the best and worst wines. It misses every "Very Bad" wine and gets "Very Good" ones wrong over 60% of the time. This is because the model favors common "Good" and "Bad" groups with lower error rates. Accuracy mostly comes from labeling average wines correctly rather than spotting traits in high or low quality samples. [
