baseball
Hunter P
7/5/2022
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version## _
## platform x86_64-w64-mingw32
## arch x86_64
## os mingw32
## system x86_64, mingw32
## status
## major 4
## minor 1.2
## year 2021
## month 11
## day 01
## svn rev 81115
## language R
## version.string R version 4.1.2 (2021-11-01)
## nickname Bird Hippie#1. DATA EXPLORATION (50 Points)
#Describe the size and the variables in the moneyball training data set. Consider that too much detail will cause
#a manager to lose interest while too little detail will make the manager consider that you #aren’t doing your
#job. Some suggestions are given below. Please do NOT treat this as a check list of things to do #to complete the
#assignment. You should have your own thoughts on what to tell the boss. These are just ideas.
#a. Mean / Standard Deviation / Median
#b. Bar Chart or Box Plot of the data
#c. Is the data correlated to the target variable (or to other variables?)
#d. Are any of the variables missing and need to be imputed “fixed”?
getwd()## [1] "C:/Users/polhe/Documents/R"train.data.file <- "moneyball-training-data.csv"
test.data.file <- "moneyball-evaluation-data.csv"
tinytex::install_tinytex(force = TRUE)## tlmgr install colortbl environ makecell multirow pdflscape tabu threeparttable threeparttablex trimspaces ulem varwidthlibrary(tinytex)## Warning: package 'tinytex' was built under R version 4.1.3library(tidyverse)## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --## v ggplot2 3.3.5 v purrr 0.3.4
## v tibble 3.1.6 v dplyr 1.0.8
## v tidyr 1.2.0 v stringr 1.4.0
## v readr 2.1.2 v forcats 0.5.1## Warning: package 'ggplot2' was built under R version 4.1.3## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter() masks stats::filter()
## x dplyr::lag() masks stats::lag()library(caret)## Loading required package: lattice##
## Attaching package: 'caret'## The following object is masked from 'package:purrr':
##
## liftlibrary(caTools)
library(ggplot2)
library(Amelia)## Loading required package: Rcpp## ##
## ## Amelia II: Multiple Imputation
## ## (Version 1.8.0, built: 2021-05-26)
## ## Copyright (C) 2005-2022 James Honaker, Gary King and Matthew Blackwell
## ## Refer to http://gking.harvard.edu/amelia/ for more information
## ##library(kableExtra)## Warning: package 'kableExtra' was built under R version 4.1.3##
## Attaching package: 'kableExtra'## The following object is masked from 'package:dplyr':
##
## group_rowslibrary(tidyverse)
library(ggplot2)
library(dplyr)
library(MASS)##
## Attaching package: 'MASS'## The following object is masked from 'package:dplyr':
##
## selectlibrary(corrplot)## corrplot 0.92 loadedlibrary(RColorBrewer)
library(GGally)## Warning: package 'GGally' was built under R version 4.1.3## Registered S3 method overwritten by 'GGally':
## method from
## +.gg ggplot2library(ggResidpanel)## Warning: package 'ggResidpanel' was built under R version 4.1.3library(psych)##
## Attaching package: 'psych'## The following objects are masked from 'package:ggplot2':
##
## %+%, alphalibrary(mice)##
## Attaching package: 'mice'## The following object is masked from 'package:stats':
##
## filter## The following objects are masked from 'package:base':
##
## cbind, rbindlibrary(reshape2)##
## Attaching package: 'reshape2'## The following object is masked from 'package:tidyr':
##
## smithslibrary(cowplot)
library(car)## Loading required package: carData##
## Attaching package: 'car'## The following object is masked from 'package:psych':
##
## logit## The following object is masked from 'package:dplyr':
##
## recode## The following object is masked from 'package:purrr':
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## somelibrary(caTools)
library(VIM)## Warning: package 'VIM' was built under R version 4.1.3## Loading required package: colorspace## Loading required package: grid## VIM is ready to use.## Suggestions and bug-reports can be submitted at: https://github.com/statistikat/VIM/issues##
## Attaching package: 'VIM'## The following object is masked from 'package:datasets':
##
## sleeplibrary(broom)
missing.types <- c("NA", "")
#Make sure to set the correct working directory where your files are saved in a csv format.
moneyball = read.csv("C:/Users/polhe/Downloads/moneyball-training-data (1).csv")
moneyball_testing = read.csv("C:/Users/polhe/Downloads/moneyball-evaluation-data.csv")
ggplot(data=moneyball)
summary(moneyball)## INDEX TARGET_WINS TEAM_BATTING_H TEAM_BATTING_2B
## Min. : 1.0 Min. : 0.00 Min. : 891 Min. : 69.0
## 1st Qu.: 630.8 1st Qu.: 71.00 1st Qu.:1383 1st Qu.:208.0
## Median :1270.5 Median : 82.00 Median :1454 Median :238.0
## Mean :1268.5 Mean : 80.79 Mean :1469 Mean :241.2
## 3rd Qu.:1915.5 3rd Qu.: 92.00 3rd Qu.:1537 3rd Qu.:273.0
## Max. :2535.0 Max. :146.00 Max. :2554 Max. :458.0
##
## TEAM_BATTING_3B TEAM_BATTING_HR TEAM_BATTING_BB TEAM_BATTING_SO
## Min. : 0.00 Min. : 0.00 Min. : 0.0 Min. : 0.0
## 1st Qu.: 34.00 1st Qu.: 42.00 1st Qu.:451.0 1st Qu.: 548.0
## Median : 47.00 Median :102.00 Median :512.0 Median : 750.0
## Mean : 55.25 Mean : 99.61 Mean :501.6 Mean : 735.6
## 3rd Qu.: 72.00 3rd Qu.:147.00 3rd Qu.:580.0 3rd Qu.: 930.0
## Max. :223.00 Max. :264.00 Max. :878.0 Max. :1399.0
## NA's :102
## TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_BATTING_HBP TEAM_PITCHING_H
## Min. : 0.0 Min. : 0.0 Min. :29.00 Min. : 1137
## 1st Qu.: 66.0 1st Qu.: 38.0 1st Qu.:50.50 1st Qu.: 1419
## Median :101.0 Median : 49.0 Median :58.00 Median : 1518
## Mean :124.8 Mean : 52.8 Mean :59.36 Mean : 1779
## 3rd Qu.:156.0 3rd Qu.: 62.0 3rd Qu.:67.00 3rd Qu.: 1682
## Max. :697.0 Max. :201.0 Max. :95.00 Max. :30132
## NA's :131 NA's :772 NA's :2085
## TEAM_PITCHING_HR TEAM_PITCHING_BB TEAM_PITCHING_SO TEAM_FIELDING_E
## Min. : 0.0 Min. : 0.0 Min. : 0.0 Min. : 65.0
## 1st Qu.: 50.0 1st Qu.: 476.0 1st Qu.: 615.0 1st Qu.: 127.0
## Median :107.0 Median : 536.5 Median : 813.5 Median : 159.0
## Mean :105.7 Mean : 553.0 Mean : 817.7 Mean : 246.5
## 3rd Qu.:150.0 3rd Qu.: 611.0 3rd Qu.: 968.0 3rd Qu.: 249.2
## Max. :343.0 Max. :3645.0 Max. :19278.0 Max. :1898.0
## NA's :102
## TEAM_FIELDING_DP
## Min. : 52.0
## 1st Qu.:131.0
## Median :149.0
## Mean :146.4
## 3rd Qu.:164.0
## Max. :228.0
## NA's :286moneyball_train_df <- moneyball[-c(1)]
str(moneyball)## 'data.frame': 2276 obs. of 17 variables:
## $ INDEX : int 1 2 3 4 5 6 7 8 11 12 ...
## $ TARGET_WINS : int 39 70 86 70 82 75 80 85 86 76 ...
## $ TEAM_BATTING_H : int 1445 1339 1377 1387 1297 1279 1244 1273 1391 1271 ...
## $ TEAM_BATTING_2B : int 194 219 232 209 186 200 179 171 197 213 ...
## $ TEAM_BATTING_3B : int 39 22 35 38 27 36 54 37 40 18 ...
## $ TEAM_BATTING_HR : int 13 190 137 96 102 92 122 115 114 96 ...
## $ TEAM_BATTING_BB : int 143 685 602 451 472 443 525 456 447 441 ...
## $ TEAM_BATTING_SO : int 842 1075 917 922 920 973 1062 1027 922 827 ...
## $ TEAM_BASERUN_SB : int NA 37 46 43 49 107 80 40 69 72 ...
## $ TEAM_BASERUN_CS : int NA 28 27 30 39 59 54 36 27 34 ...
## $ TEAM_BATTING_HBP: int NA NA NA NA NA NA NA NA NA NA ...
## $ TEAM_PITCHING_H : int 9364 1347 1377 1396 1297 1279 1244 1281 1391 1271 ...
## $ TEAM_PITCHING_HR: int 84 191 137 97 102 92 122 116 114 96 ...
## $ TEAM_PITCHING_BB: int 927 689 602 454 472 443 525 459 447 441 ...
## $ TEAM_PITCHING_SO: int 5456 1082 917 928 920 973 1062 1033 922 827 ...
## $ TEAM_FIELDING_E : int 1011 193 175 164 138 123 136 112 127 131 ...
## $ TEAM_FIELDING_DP: int NA 155 153 156 168 149 186 136 169 159 ...missmap(moneyball, main = "Missing Values vs. Observed")
missmap(moneyball_testing, main = "Missing Values vs. Observed")
myglm = glm(TEAM_BASERUN_CS~ TEAM_BASERUN_SB, data =moneyball)
summary(myglm)##
## Call:
## glm(formula = TEAM_BASERUN_CS ~ TEAM_BASERUN_SB, data = moneyball)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -43.979 -10.567 -2.195 7.087 102.382
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 20.55184 1.05856 19.41 <2e-16 ***
## TEAM_BASERUN_SB 0.33725 0.01003 33.62 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for gaussian family taken to be 300.9313)
##
## Null deviance: 792071 on 1503 degrees of freedom
## Residual deviance: 451999 on 1502 degrees of freedom
## (772 observations deleted due to missingness)
## AIC: 12855
##
## Number of Fisher Scoring iterations: 2varImp(myglm)## Overall
## TEAM_BASERUN_SB 33.61646confint(myglm)## Waiting for profiling to be done...## 2.5 % 97.5 %
## (Intercept) 18.4770972 22.6265908
## TEAM_BASERUN_SB 0.3175894 0.3569156anova(myglm, test = 'Chisq')## Analysis of Deviance Table
##
## Model: gaussian, link: identity
##
## Response: TEAM_BASERUN_CS
##
## Terms added sequentially (first to last)
##
##
## Df Deviance Resid. Df Resid. Dev Pr(>Chi)
## NULL 1503 792071
## TEAM_BASERUN_SB 1 340072 1502 451999 < 2.2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1#steps---import libraries
#import data
#summary stats
#some charts
# measures of dispursion
# test for multicoliniarity
# check for data that needs to be imputed or fixed/filled
#2) prep the data, create flags/ bucketing/cleaning and filling
#3 Build the models
# build 3 different models, experiment with which variables to use and discuss the results/what do they mean
#4)
# select which model you would use and explain why you think it is the best fit.
stat_summary <- function(df){
df %>%
summary() %>%
kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width="100%",height="300px")
}
stat_summary(moneyball_train_df)| TARGET_WINS | TEAM_BATTING_H | TEAM_BATTING_2B | TEAM_BATTING_3B | TEAM_BATTING_HR | TEAM_BATTING_BB | TEAM_BATTING_SO | TEAM_BASERUN_SB | TEAM_BASERUN_CS | TEAM_BATTING_HBP | TEAM_PITCHING_H | TEAM_PITCHING_HR | TEAM_PITCHING_BB | TEAM_PITCHING_SO | TEAM_FIELDING_E | TEAM_FIELDING_DP | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Min. : 0.00 | Min. : 891 | Min. : 69.0 | Min. : 0.00 | Min. : 0.00 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. :29.00 | Min. : 1137 | Min. : 0.0 | Min. : 0.0 | Min. : 0.0 | Min. : 65.0 | Min. : 52.0 | |
| 1st Qu.: 71.00 | 1st Qu.:1383 | 1st Qu.:208.0 | 1st Qu.: 34.00 | 1st Qu.: 42.00 | 1st Qu.:451.0 | 1st Qu.: 548.0 | 1st Qu.: 66.0 | 1st Qu.: 38.0 | 1st Qu.:50.50 | 1st Qu.: 1419 | 1st Qu.: 50.0 | 1st Qu.: 476.0 | 1st Qu.: 615.0 | 1st Qu.: 127.0 | 1st Qu.:131.0 | |
| Median : 82.00 | Median :1454 | Median :238.0 | Median : 47.00 | Median :102.00 | Median :512.0 | Median : 750.0 | Median :101.0 | Median : 49.0 | Median :58.00 | Median : 1518 | Median :107.0 | Median : 536.5 | Median : 813.5 | Median : 159.0 | Median :149.0 | |
| Mean : 80.79 | Mean :1469 | Mean :241.2 | Mean : 55.25 | Mean : 99.61 | Mean :501.6 | Mean : 735.6 | Mean :124.8 | Mean : 52.8 | Mean :59.36 | Mean : 1779 | Mean :105.7 | Mean : 553.0 | Mean : 817.7 | Mean : 246.5 | Mean :146.4 | |
| 3rd Qu.: 92.00 | 3rd Qu.:1537 | 3rd Qu.:273.0 | 3rd Qu.: 72.00 | 3rd Qu.:147.00 | 3rd Qu.:580.0 | 3rd Qu.: 930.0 | 3rd Qu.:156.0 | 3rd Qu.: 62.0 | 3rd Qu.:67.00 | 3rd Qu.: 1682 | 3rd Qu.:150.0 | 3rd Qu.: 611.0 | 3rd Qu.: 968.0 | 3rd Qu.: 249.2 | 3rd Qu.:164.0 | |
| Max. :146.00 | Max. :2554 | Max. :458.0 | Max. :223.00 | Max. :264.00 | Max. :878.0 | Max. :1399.0 | Max. :697.0 | Max. :201.0 | Max. :95.00 | Max. :30132 | Max. :343.0 | Max. :3645.0 | Max. :19278.0 | Max. :1898.0 | Max. :228.0 | |
| NA | NA | NA | NA | NA | NA | NA’s :102 | NA’s :131 | NA’s :772 | NA’s :2085 | NA | NA | NA | NA’s :102 | NA | NA’s :286 |
stat_desc <- function(df){
df %>%
describe() %>%
kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width="100%",height="300px")
}
stat_desc(moneyball_train_df)| vars | n | mean | sd | median | trimmed | mad | min | max | range | skew | kurtosis | se | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TARGET_WINS | 1 | 2276 | 80.79086 | 15.75215 | 82.0 | 81.31229 | 14.8260 | 0 | 146 | 146 | -0.3987232 | 1.0274757 | 0.3301823 |
| TEAM_BATTING_H | 2 | 2276 | 1469.26977 | 144.59120 | 1454.0 | 1459.04116 | 114.1602 | 891 | 2554 | 1663 | 1.5713335 | 7.2785261 | 3.0307891 |
| TEAM_BATTING_2B | 3 | 2276 | 241.24692 | 46.80141 | 238.0 | 240.39627 | 47.4432 | 69 | 458 | 389 | 0.2151018 | 0.0061609 | 0.9810087 |
| TEAM_BATTING_3B | 4 | 2276 | 55.25000 | 27.93856 | 47.0 | 52.17563 | 23.7216 | 0 | 223 | 223 | 1.1094652 | 1.5032418 | 0.5856226 |
| TEAM_BATTING_HR | 5 | 2276 | 99.61204 | 60.54687 | 102.0 | 97.38529 | 78.5778 | 0 | 264 | 264 | 0.1860421 | -0.9631189 | 1.2691285 |
| TEAM_BATTING_BB | 6 | 2276 | 501.55888 | 122.67086 | 512.0 | 512.18331 | 94.8864 | 0 | 878 | 878 | -1.0257599 | 2.1828544 | 2.5713150 |
| TEAM_BATTING_SO | 7 | 2174 | 735.60534 | 248.52642 | 750.0 | 742.31322 | 284.6592 | 0 | 1399 | 1399 | -0.2978001 | -0.3207992 | 5.3301912 |
| TEAM_BASERUN_SB | 8 | 2145 | 124.76177 | 87.79117 | 101.0 | 110.81188 | 60.7866 | 0 | 697 | 697 | 1.9724140 | 5.4896754 | 1.8955584 |
| TEAM_BASERUN_CS | 9 | 1504 | 52.80386 | 22.95634 | 49.0 | 50.35963 | 17.7912 | 0 | 201 | 201 | 1.9762180 | 7.6203818 | 0.5919414 |
| TEAM_BATTING_HBP | 10 | 191 | 59.35602 | 12.96712 | 58.0 | 58.86275 | 11.8608 | 29 | 95 | 66 | 0.3185754 | -0.1119828 | 0.9382681 |
| TEAM_PITCHING_H | 11 | 2276 | 1779.21046 | 1406.84293 | 1518.0 | 1555.89517 | 174.9468 | 1137 | 30132 | 28995 | 10.3295111 | 141.8396985 | 29.4889618 |
| TEAM_PITCHING_HR | 12 | 2276 | 105.69859 | 61.29875 | 107.0 | 103.15697 | 74.1300 | 0 | 343 | 343 | 0.2877877 | -0.6046311 | 1.2848886 |
| TEAM_PITCHING_BB | 13 | 2276 | 553.00791 | 166.35736 | 536.5 | 542.62459 | 98.5929 | 0 | 3645 | 3645 | 6.7438995 | 96.9676398 | 3.4870317 |
| TEAM_PITCHING_SO | 14 | 2174 | 817.73045 | 553.08503 | 813.5 | 796.93391 | 257.2311 | 0 | 19278 | 19278 | 22.1745535 | 671.1891292 | 11.8621151 |
| TEAM_FIELDING_E | 15 | 2276 | 246.48067 | 227.77097 | 159.0 | 193.43798 | 62.2692 | 65 | 1898 | 1833 | 2.9904656 | 10.9702717 | 4.7743279 |
| TEAM_FIELDING_DP | 16 | 1990 | 146.38794 | 26.22639 | 149.0 | 147.57789 | 23.7216 | 52 | 228 | 176 | -0.3889390 | 0.1817397 | 0.5879114 |
## Counts of missing data per feature
train_na_df <- data.frame(apply(moneyball_train_df, 2, function(x) length(which(is.na(x)))))
train_na_df1 <- data.frame(apply(moneyball_train_df, 2,function(x) {sum(is.na(x)) / length(x) * 100}))
train_na_df <- cbind(Feature = rownames(train_na_df), train_na_df, train_na_df1)
colnames(train_na_df) <- c('Feature Name','No. of NA Recocrds','Percentage of NA Records')
rownames(train_na_df) <- NULL
train_na_df%>% filter(`No. of NA Recocrds` != 0) %>% arrange(desc(`No. of NA Recocrds`)) %>% kable() %>% kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width="100%",height="300px")| Feature Name | No. of NA Recocrds | Percentage of NA Records |
|---|---|---|
| TEAM_BATTING_HBP | 2085 | 91.608084 |
| TEAM_BASERUN_CS | 772 | 33.919156 |
| TEAM_FIELDING_DP | 286 | 12.565905 |
| TEAM_BASERUN_SB | 131 | 5.755712 |
| TEAM_BATTING_SO | 102 | 4.481547 |
| TEAM_PITCHING_SO | 102 | 4.481547 |
## Box plots:
gb1 <- ggplot(data = moneyball_train_df, aes(y = TARGET_WINS)) + geom_boxplot()
gb2 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_H)) + geom_boxplot()
gb3 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_2B)) + geom_boxplot()
gb4 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_3B)) + geom_boxplot()
gb5 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_HR)) + geom_boxplot()
gb6 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_BB)) + geom_boxplot()
gb7 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_HBP)) + geom_boxplot()
gb8 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BATTING_SO)) + geom_boxplot()
gb9 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BASERUN_SB)) + geom_boxplot()
gb10 <- ggplot(data = moneyball_train_df, aes(y = TEAM_BASERUN_CS)) + geom_boxplot()
gb11 <- ggplot(data = moneyball_train_df, aes(y = TEAM_FIELDING_E)) + geom_boxplot()
gb12 <- ggplot(data = moneyball_train_df, aes(y = TEAM_FIELDING_DP)) + geom_boxplot()
gb13 <- ggplot(data = moneyball_train_df, aes(y = TEAM_PITCHING_BB)) + geom_boxplot()
gb14 <- ggplot(data = moneyball_train_df, aes(y = TEAM_PITCHING_H)) + geom_boxplot()
gb15 <- ggplot(data = moneyball_train_df, aes(y = TEAM_PITCHING_HR)) + geom_boxplot()
gb16 <- ggplot(data = moneyball_train_df, aes(y = TEAM_PITCHING_SO)) + geom_boxplot()
plot_grid(gb1, gb2, gb3, gb4, gb5, gb6, gb7, gb8, gb9, gb10,
gb11, gb12, gb13, gb14, gb15, gb16, labels = "AUTO, scale = 10")## Warning: Removed 2085 rows containing non-finite values (stat_boxplot).## Warning: Removed 102 rows containing non-finite values (stat_boxplot).## Warning: Removed 131 rows containing non-finite values (stat_boxplot).## Warning: Removed 772 rows containing non-finite values (stat_boxplot).## Warning: Removed 286 rows containing non-finite values (stat_boxplot).## Warning: Removed 102 rows containing non-finite values (stat_boxplot).
moneyball_train_df %>%
gather(variable, value, TARGET_WINS:TEAM_FIELDING_DP) %>%
ggplot(., aes(value)) +
geom_density(fill = "dodgerblue4", color="dodgerblue4") +
facet_wrap(~variable, scales ="free", ncol = 4) +
labs(x = element_blank(), y = element_blank())## Warning: Removed 3478 rows containing non-finite values (stat_density).
##remove team bating HPB
moneyball_train_df <- moneyball_train_df %>% dplyr::select(-c(TEAM_BATTING_HBP))
moneyball_testing <- moneyball_testing %>% dplyr::select(-c(TEAM_BATTING_HBP))aggr_plot <- aggr(moneyball_train_df, col=c('dodgerblue4','red'),
numbers=TRUE, sortVars=TRUE,oma = c(10,5,5,3),
labels=names(moneyball_train_df), cex.axis=.8, gap=3, axes = TRUE, Prop = TRUE,
ylab=c("Histogram of missing data","Pattern"))
##
## Variables sorted by number of missings:
## Variable Count
## TEAM_BASERUN_CS 0.33919156
## TEAM_FIELDING_DP 0.12565905
## TEAM_BASERUN_SB 0.05755712
## TEAM_BATTING_SO 0.04481547
## TEAM_PITCHING_SO 0.04481547
## TARGET_WINS 0.00000000
## TEAM_BATTING_H 0.00000000
## TEAM_BATTING_2B 0.00000000
## TEAM_BATTING_3B 0.00000000
## TEAM_BATTING_HR 0.00000000
## TEAM_BATTING_BB 0.00000000
## TEAM_PITCHING_H 0.00000000
## TEAM_PITCHING_HR 0.00000000
## TEAM_PITCHING_BB 0.00000000
## TEAM_FIELDING_E 0.00000000impute_data <- function(df){
df <- mice(data = df, m = 1, method = "pmm", maxit = 5, seed = 500)
df <- mice::complete(df, 1)
}
train_df <- impute_data(moneyball_train_df)##
## iter imp variable
## 1 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 2 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 3 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 4 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 5 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DPmoneyball_testing <- impute_data(moneyball_testing)##
## iter imp variable
## 1 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 2 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 3 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 4 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP
## 5 1 TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_BASERUN_CS TEAM_PITCHING_SO TEAM_FIELDING_DP## Warning: Number of logged events: 5#corrMatrix <- round(cor(moneyball_train_df),4)
#corrMatrix %>% corrplot(., method = "color", outline = T, addgrid.col = "darkgray", order="hclust", addrect = 4, rect.col = "black", rect.lwd = 5,cl.pos = "b", tl.col = "indianred4", tl.cex = 1.0, cl.cex = 1.0, addCoef.col = "white", number.digits = 2, number.cex = 0.8, col = colorRampPalette(c("darkred","white","dodgerblue4"))(100))#feature engineering
add_batting1b_feature <- function(df){
df <-df %>%
mutate(TEAM_BATTING_1B = TEAM_BATTING_H - TEAM_BATTING_2B - TEAM_BATTING_3B - TEAM_BATTING_HR)
}
moneyball_train_df <- add_batting1b_feature(moneyball_train_df)
moneyball_testing <- add_batting1b_feature(moneyball_testing)
train_df <- moneyball_train_df %>% dplyr::select(-c(TEAM_BATTING_H))
eval_df <- moneyball_testing %>% dplyr::select(-c(TEAM_BATTING_H))##building models
set.seed(123)
split <- sample.split(moneyball_train_df$TARGET_WINS, SplitRatio = 0.8)
training_set <- subset(moneyball_train_df, split == TRUE)
test_set <- subset(moneyball_train_df, split == FALSE)
#model1
g1 <- lm(TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B +
TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO +
TEAM_BASERUN_SB + TEAM_PITCHING_H +
TEAM_PITCHING_BB + TEAM_PITCHING_SO +
TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set)
summary(g1) ##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B +
## TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO +
## TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_PITCHING_SO +
## TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set)
##
## Residuals:
## Min 1Q Median 3Q Max
## -32.119 -7.248 0.135 6.950 29.809
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 56.104615 6.725060 8.343 < 2e-16 ***
## TEAM_BATTING_1B -0.027529 0.017186 -1.602 0.109406
## TEAM_BATTING_2B -0.071174 0.017886 -3.979 7.25e-05 ***
## TEAM_BATTING_3B 0.161070 0.025311 6.364 2.63e-10 ***
## TEAM_BATTING_HR 0.076400 0.018948 4.032 5.81e-05 ***
## TEAM_BATTING_BB 0.100235 0.043634 2.297 0.021750 *
## TEAM_BATTING_SO 0.033686 0.019548 1.723 0.085044 .
## TEAM_BASERUN_SB 0.071747 0.006280 11.424 < 2e-16 ***
## TEAM_PITCHING_H 0.053250 0.015555 3.423 0.000635 ***
## TEAM_PITCHING_BB -0.062673 0.041391 -1.514 0.130200
## TEAM_PITCHING_SO -0.053875 0.018466 -2.918 0.003582 **
## TEAM_FIELDING_E -0.114365 0.008027 -14.248 < 2e-16 ***
## TEAM_FIELDING_DP -0.109452 0.013783 -7.941 3.95e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.22 on 1466 degrees of freedom
## (347 observations deleted due to missingness)
## Multiple R-squared: 0.4036, Adjusted R-squared: 0.3987
## F-statistic: 82.68 on 12 and 1466 DF, p-value: < 2.2e-16vif(g1)## TEAM_BATTING_1B TEAM_BATTING_2B TEAM_BATTING_3B TEAM_BATTING_HR
## 33.418574 8.387647 4.189710 15.213545
## TEAM_BATTING_BB TEAM_BATTING_SO TEAM_BASERUN_SB TEAM_PITCHING_H
## 205.420509 252.347825 1.515641 105.365601
## TEAM_PITCHING_BB TEAM_PITCHING_SO TEAM_FIELDING_E TEAM_FIELDING_DP
## 239.106554 236.649598 2.998381 1.386496resid_panel(g1, plots='default', smoother = TRUE)## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
rmse_calc <- function(actual, predicted) {
rmse_val <- sqrt(sum((actual - predicted)^2) / length(actual))
return(rmse_val)
}
### RMSE of first model - training dataset
rmse_calc(training_set$TARGET_WINS, predict(g1, newdata = training_set))## [1] NA### RMSE of first model - test dataset
rmse_calc(test_set$TARGET_WINS, predict(g1, newdata = test_set))## [1] NAmodel_1 <- as.data.frame(glance(g1))
model_1$Train_RMSE <- rmse_calc(training_set$TARGET_WINS, predict(g1, newdata = training_set))
model_1$Test_RMSE <- rmse_calc(test_set$TARGET_WINS, predict(g1, newdata = test_set))#model 2
# Removing : TEAM_PITCHING_SO - based on p-values
g2 <- lm(TARGET_WINS ~TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B +
TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO +
TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB +
TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set)
summary(g2)##
## Call:
## lm(formula = TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B +
## TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO +
## TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_FIELDING_E +
## TEAM_FIELDING_DP, data = training_set)
##
## Residuals:
## Min 1Q Median 3Q Max
## -32.343 -7.226 0.086 7.066 29.768
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 56.479197 6.741027 8.378 < 2e-16 ***
## TEAM_BATTING_1B -0.010159 0.016163 -0.629 0.529767
## TEAM_BATTING_2B -0.053417 0.016861 -3.168 0.001566 **
## TEAM_BATTING_3B 0.176957 0.024781 7.141 1.46e-12 ***
## TEAM_BATTING_HR 0.093930 0.018016 5.214 2.11e-07 ***
## TEAM_BATTING_BB 0.141747 0.041355 3.428 0.000626 ***
## TEAM_BATTING_SO -0.022844 0.002590 -8.821 < 2e-16 ***
## TEAM_BASERUN_SB 0.072803 0.006286 11.582 < 2e-16 ***
## TEAM_PITCHING_H 0.036626 0.014511 2.524 0.011704 *
## TEAM_PITCHING_BB -0.102544 0.039170 -2.618 0.008938 **
## TEAM_FIELDING_E -0.111724 0.007996 -13.973 < 2e-16 ***
## TEAM_FIELDING_DP -0.112332 0.013783 -8.150 7.70e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 10.24 on 1467 degrees of freedom
## (347 observations deleted due to missingness)
## Multiple R-squared: 0.4001, Adjusted R-squared: 0.3956
## F-statistic: 88.96 on 11 and 1467 DF, p-value: < 2.2e-16#model 2 diag plots
### RMSE of second model - training dataset
rmse_calc(training_set$TARGET_WINS, predict(g2, newdata = training_set))## [1] NA### RMSE of second model - test dataset
rmse_calc(test_set$TARGET_WINS, predict(g2, newdata = test_set))## [1] NAmodel_2 <- as.data.frame(glance(g2))
model_2$Train_RMSE <- rmse_calc(training_set$TARGET_WINS, predict(g2, newdata = training_set))
model_2$Test_RMSE <- rmse_calc(test_set$TARGET_WINS, predict(g2, newdata = test_set))
resid_panel(g2, plots='default', smoother = TRUE)## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
#model 3
# Removing : TEAM_PITCHING_BB - based on p-value
#g3 <- lm(TARGET_WINS ~TEAM_BATTING_1B + TEAM_BATTING_2B +
# TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO +
# TEAM_BASERUN_SB + TEAM_PITCHING_H +
# TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set)
#summary(g3)
#resid_panel(g1, plots='default', smoother = TRUE)
### RMSE of third model - training dataset
#rmse_calc(training_set$TARGET_WINS, predict(g3, newdata = training_set))
### RMSE of third model - test dataset
#rmse_calc(test_set$TARGET_WINS, predict(g3, newdata = test_set))
#model_3 <- as.data.frame(glance(g3))
#model_3$Train_RMSE <- rmse_calc(training_set$TARGET_WINS, predict(g3, newdata = training_set))
#model_3$Test_RMSE <- rmse_calc(test_set$TARGET_WINS, predict(g3, newdata = test_set))#model_summary <- rbind(g1,g2,g3)
model_summary <- rbind(g1,g2)
Model_Name <- c('Model 1(All Features)','Model 2 (Selective Features)','Model 3(Selective Features)')
model_summary <- t(model_summary)
colnames(model_summary)## [1] "g1" "g2"model_summary %>% kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width="100%",height="300px")| g1 | g2 | |
|---|---|---|
| coefficients |
c((Intercept) = 56.1046145720158, TEAM_BATTING_1B =
-0.0275292651771716, TEAM_BATTING_2B = -0.0711741032301969,
TEAM_BATTING_3B = 0.161070155069159, TEAM_BATTING_HR =
0.0763997706182583, TEAM_BATTING_BB = 0.10023498679067, TEAM_BATTING_SO
= 0.0336864109903031, TEAM_BASERUN_SB = 0.0717466081332129,
TEAM_PITCHING_H = 0.0532500514052655, TEAM_PITCHING_BB =
-0.0626729334836071, TEAM_PITCHING_SO = -0.0538754223887037,
TEAM_FIELDING_E = -0.114364674671581, TEAM_FIELDING_DP =
-0.109452472120193)
|
c((Intercept) = 56.4791966735991, TEAM_BATTING_1B =
-0.0101585723945982, TEAM_BATTING_2B = -0.0534171947569094,
TEAM_BATTING_3B = 0.176957358591998, TEAM_BATTING_HR =
0.0939299346371684, TEAM_BATTING_BB = 0.141747025767255, TEAM_BATTING_SO
= -0.0228435806076705, TEAM_BASERUN_SB = 0.0728034794792665,
TEAM_PITCHING_H = 0.0366263612069098, TEAM_PITCHING_BB =
-0.10254365625744, TEAM_FIELDING_E = -0.111723783653172,
TEAM_FIELDING_DP = -0.112331877458735)
|
| residuals |
c(2 = -2.32434093768831, 3 = 13.1248772968751,
4 = 4.64955216411566, 6 = 4.07872176668428,
7 = 8.74012134931057, 8 = 13.2016789690123,
9 = 13.2192141821002, 11 = 11.2235564136072,
12 = -8.50952695667478, 13 = -5.7541085402432,
14 = 5.30255390999233, 15 = -10.7821504973118,
16 = 5.5995278153831, 17 = -0.912606895729618,
18 = -11.7143973034549, 19 = 2.96322985862109,
20 = 4.52473773356318, 22 = 3.15644755830357,
23 = 7.63152889768411, 24 =
0.0247461911021339, 25 = -10.1536412051599, 26
= 1.26246759535323, 27 = 13.1764729636751, 28
= 6.97334851348117, 30 = 3.05468053288282, 31
= -9.34706288321916, 32 = -12.4138995763159,
33 = -3.93398576072359, 34 =
-12.1028747125175, 35 = -3.99622528677606, 36
= 5.90524745837259, 37 = -6.42046110247021, 38
= -5.41500389176042, 39 = -6.99188229667025,
40 = 11.3474836700599, 41 = -9.8622198991901,
42 = -1.33912929954853, 43 = 4.93996471997859,
44 = -14.3217262750477, 45 =
0.300786650844761, 47 = 1.54694972481541, 49 =
0.322691221295819, 50 = -17.5378269793281, 51
= -5.17401863274403, 52 = -2.37097064751238,
75 = -19.8989559887902, 76 = 9.72973225885094,
84 = -2.07517245230025, 86 =
-11.7572661486361, 87 = -1.84383073556976, 88
= 29.8092036139582, 90 = 0.0288498595075527,
91 = -8.00280806182339, 92 =
-13.4323234799018, 93 = -8.92052636836141, 94
= -7.74135828429266, 95 = -19.7821566561871,
96 = -12.3071572799704, 97 =
-14.5615549361794, 98 = -3.82139123440676, 101
= -21.4624655013358, 102 = -16.5502195, 103 =
-5.41237556957583, 104 = -5.42904260656675,
105 = 7.54548678190437, 108 =
-30.564280603982, 109 = 8.50881298314305, 110
= 13.6874252142339, 111 = 2.51880948761971,
113 = -5.98850745243005, 117 =
6.75523735747026, 119 = 6.10296847457584, 120
= -1.29156981183439, 121 = 2.610603164517, 122
= -4.38765707191665, 123 = -3.90401944429901,
124 = 10.3590661970624, 125 =
3.47163960555575, 127 = 2.55795919127479, 128
= 5.86156573152272, 129 = -0.706675098253681,
130 = 2.12290926216938, 131 =
6.93709587070411, 132 = 8.31338464412933, 133
= 10.0214480008841, 134 = 0.778677227241387,
135 = 1.64676108538146, 136 =
6.35515294312523, 137 = -10.3117181593822, 138
= -3.82856781806478, 139 = -13.7935757329612,
140 = 7.58611245014166, 141 =
-4.6600255523334, 142 = -1.96745101350284, 143
= -14.3743366022171, 145 = -6.58957839653498,
146 = 14.1332836045775, 147 =
0.818050957530799, 148 = 8.59142555933722, 149
= 0.809529230867853, 150 = 2.90636574189583,
151 = -3.18963513451758, 152 =
0.159681071726812, 153 = -16.2246525066311,
154 = -13.8598529586915, 155 =
-8.1077529992074, 156 = 6.96484093046863, 157
= 9.26157185163854, 158 = 15.579470881078, 160
= 17.9191507590417, 161 = 12.2128627618948,
162 = 14.3755826091642, 163 =
16.7579603292762, 164 = 9.49063230325784, 165
= 6.30368321705446, 168 = 16.1699441776806,
169 = 7.53291824725058, 171 =
-3.98404079471766, 172 = 18.6804760845838, 174
= 2.6309642320777, 182 = -2.99089405194114,
183 = 12.8949230041076, 184 =
8.16804964453536, 185 = 4.60503717636645, 189
= -9.84367401017457, 190 = -8.10818653553427,
191 = -0.980076483671457, 192 =
-4.86909496007585, 193 = -8.96746368131904,
195 = -6.7757658451375, 196 =
2.86499816694475, 197 = -11.0547279031958, 198
= -4.01939772515437, 199 = -13.8389376074766,
200 = -20.3633418264115, 201 =
-0.41083259987599, 202 = -8.52243742844941,
203 = -21.5116494760878, 205 =
-32.1193803125579, 206 = -9.30271471497201,
207 = -16.1443532516656, 208 =
2.82205962917075, 209 = 20.5819050470374, 210
= 11.651200073365, 211 = 0.193314715213912,
212 = -17.3930883494281, 214 =
-19.2821893613482, 215 = -10.8761946357504,
216 = -11.5782573966218, 217 =
-2.38159685659016, 218 = -13.4885108470676,
219 = -6.56738300302694, 220 =
-1.38810607868526, 221 = 2.00729687947306, 223
= 7.64594708617029, 225 = 17.6327472660708,
226 = -0.192648699764775, 228 =
18.4515859424155, 229 = 18.9143640768145, 230
= 15.0361690727819, 231 = -0.703743940709846,
232 = 16.273138432837, 233 = 15.7665813796585,
234 = 17.0879177882201, 235 =
15.7885297234289, 236 = 13.2085508846924, 237
= 5.67285940764215, 239 = 9.54239563355808,
240 = 7.68690428083014, 241 =
19.3195855284095, 242 = 12.218282863733, 243 =
18.5977353175454, 244 = 10.0998515173844, 245
= 13.4399317030093, 246 = 3.10330040114089,
247 = 13.7601398718133, 248 =
5.93698622962699, 249 = -3.37137956192065, 252
= -18.2628225985574, 254 = -7.09069548231312,
255 = -12.3698087332327, 257 =
1.85662697848345, 258 = -0.363165755576046,
259 = -12.5641647988612, 260 =
-8.45988758957844, 261 = 10.3494852608532, 262
= -12.480364975666, 264 = -12.6697527988343,
265 = -14.8532557131535, 267 =
-4.37189434438191, 268 = -7.73794479821068,
270 = 8.30881082252165, 271 =
1.63088633061678, 292 = 12.5815455799795, 300
= 6.70683036977136, 301 = 2.99325285354873,
302 = 18.5403534423983, 303 =
22.0040136341082, 312 = -3.87648960584431, 313
= 15.6806601642895, 315 = 18.5681677444458,
317 = 10.9086310498483, 318 =
-7.98157787841258, 319 = -7.87641871896733,
320 = -1.62376924517076, 321 =
-0.94575415798882, 322 = -15.3907871782889,
323 = -20.9760542583125, 324 =
-13.8584226601897, 325 = -14.0495281437165,
326 = -4.88094208553107, 327 =
-10.6104915098731, 328 = -17.0149637350795,
329 = -6.49030489169658, 330 =
-4.79812611945283, 331 = -3.24873898733589,
332 = -9.55942880519309, 333 =
-5.24323456822942, 334 = 8.9083711494022, 337
= 1.09598816386495, 338 = 2.55369425147057,
339 = 4.29935481481371, 340 =
-0.522886752642427, 342 = 8.190203956754, 343
= -3.57682222760271, 344 = 6.82325692385635,
345 = 7.14319317161361, 346 =
16.3334756429932, 347 = -8.05838112661512, 349
= 7.65601591586283, 350 = 6.36041307297358,
352 = -7.11870464916258, 353 =
-3.34568360028907, 357 = 0.545378482690293,
358 = 13.5803946916457, 359 = 13.582833761381,
360 = 6.55048262262822, 361 =
5.40440688438622, 362 = 2.73934214886764, 363
= 4.94759717931182, 364 = 10.9640978142512,
365 = 0.242108990110043, 366 =
13.8608601632683, 367 = 7.29278383503352, 368
= 6.69077736875538, 369 = 9.19834052678662,
370 = 1.01155548839486, 371 =
-1.74866840093561, 372 = -10.9044666545993,
373 = 3.16203643629227, 378 =
1.65992483032292, 379 = 12.2285906130168, 380
= -5.15533839254105, 381 = 1.63630435550691,
382 = 4.12036944168193, 383 =
6.73355748709001, 384 = 0.774612214448357, 385
= 3.37264940418347, 386 = 7.40479367044634,
387 = -3.47992482963716, 389 =
8.99794112518854, 390 = 1.36851254704724, 397
= 4.51318087682843, 398 = -5.1660973588144,
439 = 17.3847182319501, 440 =
-5.26569748591774, 441 = 17.4930444015435, 450
= 7.14185666972181, 451 = 14.4899357719757,
452 = 6.56281282143218, 453 =
9.72485290722625, 454 = 7.33758077827351, 455
= 15.9645020495867, 456 = 3.33861479762837,
457 = -13.1825085685117, 460 =
6.93058750144482, 461 = -7.70748116703017, 463
= 9.03523122164618, 464 = 11.8838120665175,
465 = 10.0217655356159, 466 =
-3.16906750041668, 467 = 5.60856806710225, 468
= 19.6325685992345, 469 = 11.8214611691119,
470 = 24.3527501582896, 471 =
3.78645609693322, 472 = 7.94200848173288, 473
= 6.4873634052757, 474 = 5.24770570202675, 475
= 4.23708776618744, 476 = 0.570436246486714,
477 = -2.98172317396645, 479 =
11.3365047892549, 480 = 5.97247020000334, 481
= 0.875084994495408, 482 = -5.76628949209639,
484 = -2.60359459221002, 485 =
-8.29919547039554, 486 = 2.26662559618863, 487
= -10.9363603691773, 488 = -13.5827952370542,
489 = -3.09387690097131, 490 =
-15.9153156983738, 492 = -5.55850777039975,
495 = -3.60972807616327, 496 =
-16.2010786711325, 499 = -16.4143322891409,
500 = 7.48111934381911, 501 =
14.4158556335644, 502 = -2.59240007772934, 503
= 3.42320811447589, 504 = 6.63756643011744,
505 = 5.46764707496922, 506 =
-9.17333225184257, 507 = -1.25065934539123,
509 = 4.91842663736572, 510 =
-2.05870676727614, 511 = 2.45614445294695, 513
= -10.9538191831031, 515 = 7.91181781420833,
516 = -9.02005052974132, 519 =
-3.25130510299954, 520 = 7.73672671714799, 521
= -7.16787438383945, 522 = -7.22895239362464,
524 = -3.66979411231514, 525 =
-1.1404638752788, 526 = -3.32698991154384, 527
= -13.1149707117934, 530 = -20.4174583874625,
532 = -10.879827191252, 533 =
14.8350374014764, 534 = -0.0142710674915857,
535 = -1.63462657799029, 537 =
18.1108821964237, 538 = 8.72857050744887, 541
= 7.92449918813379, 548 = 13.9018330954549,
550 = 1.45800395340494, 551 = 10.270335487885,
552 = 13.2233200951024, 553 =
-10.8153518280346, 554 = 9.05565482966438, 555
= -15.4004942351525, 558 = -14.6446676880754,
559 = -1.082727427858, 560 =
-3.42359612800862, 561 = -6.7018557798281, 562
= -5.67049039952271, 563 = -16.0545546497723,
564 = -13.3873482591013, 565 =
-14.9107313333826, 566 = -11.3428605519697,
568 = -18.1678929998913, 569 =
-7.73852321170544, 570 = -2.05087545095708,
571 = 6.58955285624781, 573 =
0.354585586657932, 574 = 3.96976861263849, 575
= 5.22064239636232, 576 = -0.469898376073821,
577 = 7.26141251131286, 578 =
5.76667970653656, 579 = 1.96946101579848, 580
= 8.67169114070062, 582 = -20.7475116577662,
583 = -16.2596629160153, 584 =
-3.9097231164878, 585 = 3.10230180517025, 586
= 6.42085981236825, 587 = 5.25701058371972,
588 = 6.50059737725498, 589 =
-0.576845083940192, 590 = 7.0412826217356, 591
= 0.822815794099649, 592 = 11.4085011685815,
594 = -7.36826515593658, 595 =
-2.51883553620363, 598 = 19.0102653229404, 599
= 10.3226810706904, 600 = 16.2270905488971,
602 = -6.06741457855123, 606 =
3.75672564495717, 607 = 8.42277476699154, 608
= -6.145662221236, 611 = -9.74476868473727,
612 = -3.19381323861968, 613 =
3.83338871986169, 615 = 3.64364453216508, 616
= 10.7409472924037, 618 = 2.78506341334968,
619 = -7.47461591341711, 621 =
1.73349871910537, 622 = -0.989866688603489,
623 = 16.6165103993236, 624 =
-3.34154381727207, 627 = -9.65366943197157,
628 = -18.147327735904, 629 =
-12.8054120302415, 630 = -7.82387937603331,
631 = -10.8532770756474, 632 =
7.51933794119954, 633 = -3.75588744247348, 635
= 0.470993798059448, 636 = -0.541934610942958,
654 = -2.27317353799983, 661 =
-11.2602467643715, 665 = 1.60801528202522, 666
= -11.9177004206827, 669 = 13.6067395061622,
670 = 0.0463344512628923, 671 =
-11.725291417659, 672 = -1.64696988934924, 673
= 8.45728931800724, 674 = 0.226177929444153,
676 = -1.94669880777241, 677 =
6.20406163224714, 678 = -19.0737711386203, 679
= -17.0355683455322, 680 = -6.34412545539746,
681 = -13.9711913015065, 682 =
-2.96739182873322, 683 = -15.8993732107953,
684 = -2.50314202085334, 685 =
-1.09745991019342, 686 = -11.3873288356365,
687 = 8.31587770956781, 690 =
17.4949664533081, 691 = 14.2377168980135, 692
= 20.910120566407, 693 = -5.84973020950089,
694 = 2.89961721568728, 695 =
-6.27311042956718, 700 = -5.5553497853384, 701
= -8.84733840887764, 702 = -6.99440349913296,
703 = -7.61284964908405, 704 =
-4.8022745873672, 705 = -5.17193573515974, 706
= -8.83461253100111, 707 = 14.8711028726192,
708 = 15.7258044766603, 710 =
15.1512902199272, 711 = -2.56338023145639, 712
= -1.36035404728093, 713 = 11.6026246414465,
714 = 17.3433996116489, 716 =
11.7942523151219, 717 = 10.4553198709729, 718
= 16.2810802160854, 719 = -3.52698095039756,
720 = -10.6336750108073, 722 =
8.60515402873656, 724 = 21.6789392942626, 725
= -14.0806132374795, 726 = -8.83809847599871,
727 = -11.3104484153865, 728 =
4.39354717344489, 729 = -0.0527050785923866,
730 = -7.17174966531033, 731 =
4.89643918337922, 732 = -5.40269189614162, 733
= 3.52366245955695, 734 = 3.90116630796977,
735 = -8.13849681828537, 738 =
-8.75136279872184, 741 = 0.864288185126428,
742 = -3.48084561349263, 743 =
-7.57207130071645, 746 = -3.20221398842812,
747 = -7.11591701021331, 748 =
-2.75936273630673, 750 = -3.20947544430579,
751 = 2.66056743238756, 752 =
22.2447156596383, 753 = 17.8579469954027, 760
= 15.1864902713963, 762 = -11.0713735828699,
763 = 9.58590504273801, 764 =
19.6671750142005, 765 = 4.88780608962991, 767
= 10.2563357580769, 768 = 8.75559669274999,
769 = -2.24228478764408, 770 =
-0.477571299275579, 771 = -10.7500639413271,
772 = -8.62772973030194, 773 =
16.861609273209, 776 = 3.71010943127807, 778 =
0.672617183972995, 779 = 5.07401720236832, 780
= -4.13091437665328, 781 = -3.03842427586991,
783 = 6.69943631352997, 784 = 13.818391622086,
785 = -7.35360574311956, 786 =
5.43969156047238, 787 = 15.2443576293759, 788
= 6.90499761323136, 789 = -2.66260914461575,
790 = 1.76945300381569, 791 =
4.08607678052195, 793 = 1.53415520249148, 794
= 11.8715310079621, 795 = 13.8991664872562,
796 = 27.1853278931141, 797 = 8.391876706851,
798 = 8.56121174769806, 800 =
7.74573892555633, 801 = 13.4590469081451, 802
= -3.31061304211176, 803 = 7.23855944805752,
804 = 6.27703249275184, 805 =
1.94631329260594, 806 = 5.42028563672786, 807
= 3.80867230000715, 808 = 14.5947181925745,
809 = -11.1020039793407, 810 =
1.47074100232574, 811 = -9.42781305841081, 813
= -5.9621794370088, 814 = 3.4956985614924, 816
= 2.39597128502432, 817 = -11.9883206639885,
818 = -9.12510852486062, 819 =
-14.2420735728631, 820 = -10.4866098274575,
821 = -10.9399850219714, 822 =
-10.6691119480569, 823 = -18.3115207587323,
824 = -0.93830069033625, 825 =
-23.8023936737606, 826 = -0.546738216977551,
827 = -3.93766523795184, 828 =
-2.98237573136751, 829 = -9.97688467768337,
831 = -5.62096379353802, 832 =
-4.31697841404353, 834 = 0.125204989102842,
835 = -6.56792266190823, 836 =
-2.67262003463341, 838 = 0.23122628253598, 839
= -3.88587015703453, 840 = -1.19449202013168,
841 = -6.26914335435017, 842 =
13.2071943023291, 843 = 2.24818327526449, 867
= -12.2011990109329, 868 = -11.0682027990571,
869 = -6.14045857801263, 870 =
-7.94984292675017, 871 = -9.9182850478621, 873
= -16.4369412837074, 875 = -24.0518789943998,
877 = -5.53799467934535, 878 =
-13.2913129283679, 879 = -7.60100971703355,
880 = -4.7035258742266, 883 =
20.4363512359995, 884 = 3.31392652557059, 885
= 2.80430518227513, 895 = -11.8154090886343,
896 = 2.76374904226649, 897 =
-16.5871827695438, 898 = -11.3025123330224,
899 = -5.18642353815558, 900 =
0.272916549516257, 902 = -15.4113302553443,
906 = -3.32537728286035, 907 =
14.3508976534024, 908 = -2.88548682400169, 910
= -3.17521700161104, 911 = -5.48947325990338,
912 = -3.63452503998964, 913 =
0.504548557738204, 915 = 4.55618619310579, 916
= 22.0104176526931, 917 = 17.4790929339818,
918 = 11.6487516926159, 919 =
0.458898166004265, 920 = -4.50596869136514,
921 = 1.78865762934548, 922 =
9.53536375921518, 923 = -1.02680579486266, 924
= -23.921850207745, 925 = -9.05893076897087,
927 = -9.014270063819, 928 = 1.53036693946301,
930 = -10.8641510187989, 932 =
-6.01307012642273, 933 = -9.11269968382663,
934 = -3.19235480808366, 935 =
7.53764076832086, 936 = 4.22088040215207, 937
= 9.42339452775865, 938 = 19.509376177031, 939
= 6.89863340129489, 940 = -3.01949241043948,
941 = 6.12594229118162, 942 =
13.2138035132638, 943 = 1.84907076332766, 944
= -1.27855269658119, 945 = -11.7645202180918,
946 = 0.0514190449604719, 947 =
-9.06070615262704, 948 = -0.324374169272197,
949 = -5.37360190933826, 950 =
-6.28010012579487, 951 = 6.11280701930735, 952
= -3.82092671785986, 953 = 3.43195434690222,
954 = 12.2366724412908, 955 =
0.491807499424276, 956 = -7.21278952645048,
957 = 1.29485953924359, 958 =
1.35590712650348, 959 = -18.4680693991371, 961
= -2.25625177153103, 962 = -5.72998804112264,
963 = -6.47669639695683, 964 =
-0.958480662069128, 965 = -8.71936893851318,
966 = -9.50421736296488, 967 =
-11.9332580816849, 969 = -6.29261553518459,
970 = -14.559345632911, 972 = -25.80152251017,
973 = -10.7123233491572, 974 =
-4.72791700939454, 975 = 15.5412461611762, 983
= -11.6396049923023, 984 = 1.41687158633, 985
= -6.92614791203337, 986 = 4.7187699237429,
987 = 11.6378690296275, 988 =
-15.4060039792826, 990 = -2.66554263450572,
991 = -5.22234726235147, 993 =
0.756473783693039, 994 = 5.92386513277419, 995
= 2.38202427451677, 1000 = -8.1453360316833,
1001 = 1.54582256931144, 1002 =
1.76946034894444, 1003 = -8.707203575473, 1004
= -2.96587175360591, 1005 = -5.96893079918074,
1006 = 11.28921610348, 1008 =
-6.36223104465169, 1009 = 3.07932489870286,
1010 = 6.33945801314717, 1012 =
0.332294291562495, 1013 = -17.6787207442236,
1014 = -3.0957726766738, 1015 =
-7.62477470907979, 1016 = -11.0454658039035,
1018 = 1.11414332130355, 1019 =
4.47194500009544, 1020 = 2.716888865006, 1021
= 2.84116056981855, 1022 = -1.4109157094083,
1023 = 7.92152040363585, 1025 =
-10.2898879128521, 1026 = 0.391279829785195,
1027 = 7.49400036669541, 1028 =
-5.9944218933653, 1030 = 2.36275407556895,
1031 = 4.68041734709001, 1032 =
6.70302174096092, 1033 = 1.3915589320636, 1034
= 0.442301957705034, 1035 = 2.86863186190342,
1036 = 13.3210505309102, 1037 =
8.48660209162674, 1038 = -23.0952829682984,
1039 = 8.74914099318944, 1040 =
1.33537045555291, 1042 = 7.15904221005012,
1043 = -0.286294466455608, 1052 =
15.2057037198372, 1053 = -9.5863001964333,
1054 = -6.404136754967, 1055 =
13.219189873324, 1056 = 5.31816808375686, 1057
= 8.33865373045233, 1061 = -13.4747793551201,
1062 = -17.6493463601106, 1063 =
-0.824403444075266, 1064 = 7.48773865746205,
1065 = -2.79094178143649, 1066 =
-1.02139406614022, 1067 = 5.46965957687421,
1068 = 5.00363263985545, 1069 =
1.83069005925749, 1070 = -2.74315715119191,
1071 = 6.75368929730667, 1072 =
1.45691282432265, 1073 = -0.633554634801341,
1074 = -8.606371914482, 1076 =
-5.7389814393866, 1077 = -8.80980244470136,
1078 = -9.03487909330278, 1079 =
-3.76771960279201, 1080 = -11.9083203763463,
1081 = -7.89307954090023, 1098 =
-1.60889802623348, 1099 = 6.6573209189448,
1100 = 17.1178318364707, 1105 =
-4.36545985161075, 1106 = -19.7962823289791,
1108 = -2.40988780734055, 1109 =
12.008910929086, 1112 = -10.2275838691172,
1113 = 0.0893122861705229, 1114 =
15.8862495115753, 1117 = 14.0866458896526,
1120 = 5.76363673396584, 1121 =
9.22028623153349, 1122 = -10.93407226864, 1123
= -3.24067775432697, 1124 = -2.18951855891794,
1126 = -9.77002052330165, 1127 =
12.4320773408497, 1128 = 7.2129492749741, 1129
= 14.7979153114785, 1130 = 8.02478135100586,
1131 = -11.5237071262492, 1132 =
9.64567630121562, 1133 = 14.6643816440328,
1134 = 7.13968396973914, 1135 =
4.04562012896516, 1136 = 1.98838698684197,
1137 = -0.78899932563613, 1138 =
8.15252734521981, 1139 = 8.67994856643413,
1141 = -1.61100040019712, 1143 =
5.56319227057109, 1144 = 4.2704666449564, 1145
= -3.74859307903541, 1147 = 3.66720718366755,
1148 = 7.22583276330709, 1150 =
21.594273146525, 1153 = 18.4495312678005, 1154
= 6.62573541042857, 1155 = 14.6549702251205,
1156 = 0.334054336792232, 1157 =
-2.01020080815125, 1159 = 13.9537687318211,
1160 = 16.5182513221528, 1161 =
11.0033731962687, 1162 = -1.66479466636007,
1163 = 11.4195466405805, 1164 =
7.84467668722826, 1165 = 7.25126996075046,
1166 = -12.857565276516, 1167 =
6.82859406637707, 1171 = 8.61216399023109,
1172 = 13.5871100400248, 1173 =
0.363937515014223, 1174 = 22.0582819798293,
1175 = 9.37674248736588, 1176 =
1.37580469133591, 1178 = -8.77426602572956,
1179 = 0.74124924556608, 1180 =
-2.02495159778615, 1183 = 5.94051527224699,
1185 = -0.0395354833455715, 1188 =
18.9019468604937, 1189 = -2.33599655791145,
1212 = -14.7915889516798, 1213 =
-11.2590817831794, 1214 = -0.971100603751205,
1216 = -5.1604716900074, 1217 =
-2.17573375580477, 1219 = -7.67317985103668,
1220 = 6.78177929051229, 1221 =
4.02443016584993, 1222 = 1.06794916684281,
1223 = 12.7441054878462, 1224 =
4.42871735887116, 1225 = -2.33893957007996,
1227 = 1.27553088826976, 1228 =
0.687186937696328, 1230 = 2.34408332083381,
1231 = -8.64056104654799, 1232 =
-3.08802267856014, 1233 = 4.7461714434572,
1234 = -7.7345991750953, 1235 =
-5.21978171187965, 1236 = 5.74304012465249,
1238 = -10.0286660445148, 1239 =
2.25661775296866, 1240 = -4.9789523568409,
1241 = -17.6687564418906, 1242 =
-12.4109940473811, 1244 = 7.72229508913901,
1246 = -3.87618492477061, 1247 =
-4.98032349977509, 1248 = -15.0801114870869,
1256 = 11.9807047791681, 1257 =
7.28190491185527, 1258 = 8.80421238793344,
1259 = 3.93312794076309, 1260 =
6.43731341711892, 1261 = 12.7286280071981,
1262 = -14.7797134429833, 1263 =
-15.7061593340156, 1265 = -4.66991018724268,
1266 = -0.76740984223634, 1267 =
5.9883950203654, 1268 = 10.4769403114395, 1270
= -3.45238177877148, 1271 = -10.2828686148855,
1272 = -7.0697693701615, 1273 =
1.98308896076553, 1275 = 2.67024634685915,
1276 = 9.08495202982306, 1277 =
-13.508328899581, 1278 = -17.6959270202742,
1279 = -9.23975385949816, 1280 =
-10.4449992518924, 1281 = -13.1294150453127,
1282 = -8.79964510966357, 1283 =
-5.82708468668908, 1284 = -7.79416268170847,
1285 = 8.86664988744499, 1286 =
-4.89887020602077, 1287 = 8.553798191834, 1288
= -7.08906603074074, 1290 = -24.6076123300403,
1291 = -8.97466044688785, 1292 =
-11.485781936702, 1293 = -0.965527138211847,
1294 = -11.0012689304212, 1296 =
-14.8705293867401, 1297 = -10.4535327960527,
1298 = -8.19444954961153, 1299 =
1.79212877607764, 1300 = -8.12084823157028,
1302 = 6.76272222131102, 1303 =
-7.76300267923529, 1304 = 8.54771962538659,
1305 = 13.0721169255666, 1307 =
13.6293094665007, 1309 = -5.62342005204961,
1310 = 13.5522583342989, 1312 =
2.66806280439373, 1313 = -3.20718548420399,
1315 = -1.12991563443237, 1316 =
6.11890039957151, 1317 = -10.6338706812322,
1318 = -19.1586961459008, 1319 =
-6.30493108518789, 1321 = -5.71561193861005,
1322 = 3.14516319431983, 1323 =
-5.64175960942658, 1324 = -4.39814078067463,
1326 = 6.21703109783139, 1328 =
-10.6830066856466, 1329 = -18.1294613269194,
1331 = -11.9542698497647, 1332 =
-11.6499199011732, 1333 = -11.3082796087304,
1335 = 11.4934213982579, 1336 =
0.0594682165959111, 1337 = 7.69959071688481,
1338 = 6.20119447827184, 1352 =
-28.8106636252519, 1353 = -2.94460468061557,
1354 = -2.23966647159966, 1355 =
4.4746154195037, 1356 = 2.66331824100639, 1357
= 14.0238672327253, 1358 = 26.533150175634,
1359 = -2.8680996354023, 1360 =
13.1769105010663, 1361 = 11.3244548903696,
1362 = -0.504152159502513, 1363 =
9.84427394493093, 1365 = -10.1479390864746,
1366 = -10.7103984535293, 1367 =
-10.8800882427526, 1368 = -10.9873305109454,
1369 = -4.59956529533939, 1371 =
14.6540821984074, 1372 = 12.1048732643963,
1374 = 0.949022626884803, 1376 =
6.22658458180346, 1377 = 4.88897264943554,
1379 = -1.43323643741834, 1380 =
-16.5326672515842, 1381 = 17.482822036615,
1382 = 3.31898926575105, 1384 =
10.0247136101904, 1385 = 12.5185324891867,
1386 = -2.12725917951599, 1387 =
6.27187960579229, 1388 = 6.36477171131793,
1389 = 0.372248974791673, 1391 =
-2.96239598903867, 1392 = -1.12618995102323,
1398 = -22.225183265595, 1399 =
16.0153704288959, 1400 = 22.4111203316577,
1409 = -6.15120381441897, 1410 =
-2.47876178828112, 1411 = 6.15692592419033,
1412 = 3.32917339437935, 1414 =
14.2542400320771, 1416 = 9.66057245951978,
1417 = 5.53157504218797, 1418 =
4.77905743066001, 1419 = -2.62534993643317,
1420 = -16.1498855991804, 1421 =
2.22973899474788, 1422 = 8.9487698929308, 1423
= 13.354716451115, 1424 = -1.18389556526276,
1425 = 5.56137596399868, 1426 =
-9.09053130460097, 1427 = 2.08269187744011,
1428 = 7.36904453414411, 1430 =
0.265233672864516, 1431 = 18.8173947694682,
1432 = 21.9383009751384, 1433 =
19.835947655431, 1434 = 1.12601874816627, 1437
= 6.95928624579707, 1438 = 10.6320850449322,
1439 = 0.314636636012435, 1440 =
14.6466919438709, 1441 = 16.1263583502488,
1443 = 20.9121339102642, 1444 =
8.69958888312603, 1445 = 13.1754569722818,
1447 = 4.99200560349146, 1448 =
17.2214728724701, 1449 = 18.6234085454601,
1450 = 8.96486542874285, 1451 =
22.6576176887658, 1452 = 17.2750558454438,
1454 = -6.77213283329769, 1455 =
7.96077779315446, 1457 = 2.32368853185014,
1458 = 8.72471540684508, 1459 =
-0.232785338192545, 1461 = 8.07317657945982,
1462 = 13.3382383390114, 1463 =
2.5631489289549, 1465 = 5.70465089478516, 1466
= 10.2588090955207, 1467 = 10.9936783978843,
1468 = 1.47452317242509, 1469 =
-8.10569267142802, 1470 = 4.59242094323883,
1471 = 7.92098314498319, 1472 =
6.07245272654292, 1473 = -1.40612989146661,
1474 = 0.341111643976536, 1476 =
-5.8674350149576, 1477 = -2.75317551652051,
1478 = 3.03831419141291, 1479 =
12.8922251766259, 1480 = 0.647974767752089,
1481 = -1.0151934490199, 1482 =
6.77872122190427, 1484 = 0.135002568442391,
1485 = -4.27105076840248, 1486 =
5.85812271331868, 1487 = 16.2723134589237,
1488 = 7.71711480321249, 1489 =
6.24623093778339, 1491 = 2.69555037332366,
1492 = 5.85059711553753, 1493 =
5.81522130883502, 1494 = 8.26552725071917,
1495 = 13.3221265599253, 1503 =
10.4408753745814, 1504 = -9.58429445629294,
1505 = -20.5570462248312, 1506 =
-12.5176207181364, 1507 = 7.29596802996082,
1508 = -25.4640844944054, 1509 =
-5.80531866613111, 1510 = -12.1604785118149,
1511 = -10.5537089827749, 1514 =
8.90338199618665, 1515 = 15.0075381358457,
1517 = 9.15027353688142, 1518 =
25.9677803486318, 1520 = -1.7856822476767,
1521 = -9.10577550336856, 1522 =
-14.171680679278, 1523 = -18.9150845990048,
1524 = -23.6518592518155, 1525 =
-28.907278052618, 1526 = -15.7608571936998,
1527 = -11.2092849684535, 1528 =
-10.8867303438565, 1529 = -16.1030493126302,
1530 = 2.62482860401916, 1531 =
-11.6878370259273, 1532 = -17.7161192387087,
1533 = 3.19981069496685, 1534 =
2.79098983288791, 1535 = -27.343686332855,
1536 = -5.53846729574854, 1537 =
-18.449230635992, 1538 = -13.8805410198894,
1539 = -8.62532254128742, 1540 =
-12.8644646099048, 1541 = 0.244922847883089,
1543 = -11.3594071643775, 1544 =
-15.920734923062, 1546 = -12.8618769323315,
1547 = -20.2591560261843, 1548 =
5.11616549744113, 1549 = -11.0115375781615,
1551 = 6.41266279331788, 1552 =
22.4819220349771, 1553 = 22.8366721785742,
1554 = 11.2534679330262, 1555 =
5.88791587274333, 1556 = 6.94086114208497,
1557 = -14.6293472150322, 1558 =
-2.25782412080343, 1559 = -19.4887928652215,
1560 = -8.78943410945137, 1562 =
-18.295546773978, 1564 = -6.22666450852136,
1565 = -8.61293662598801, 1566 =
-10.0264276096309, 1568 = 11.3994765728851,
1569 = -2.48165006675714, 1570 =
5.99313047177796, 1571 = -14.6411911452594,
1572 = -5.66676266628188, 1573 =
-9.28023200204583, 1574 = -6.04591178927706,
1575 = -14.1991755232031, 1576 =
-0.943039395884252, 1577 = -1.02244112738882,
1578 = 6.14903599636131, 1579 =
20.3752657922004, 1580 = 16.8642656119405,
1582 = 9.95345039885656, 1583 =
8.86764804885208, 1586 = -13.142426088888,
1587 = -2.00408022943317, 1609 =
2.99639568523762, 1610 = 14.5833460861494,
1611 = 6.29395992161209, 1617 =
7.47797608725819, 1619 = -0.883673651368487,
1620 = 9.22157921368834, 1622 =
24.468054963603, 1623 = 27.7735833432841, 1626
= -14.5248272858385, 1627 = -6.85115284005488,
1628 = -14.5679117368017, 1629 =
-18.3718866644363, 1630 = -18.2561010605116,
1631 = -6.20709845179944, 1633 =
-23.46224550421, 1636 = -20.6737777259454,
1637 = -2.81503058646924, 1638 =
-3.28507084009784, 1641 = -8.96321937762834,
1642 = -12.6501092034589, 1643 =
-22.8095223734117, 1644 = -14.0907048860548,
1646 = -16.1317221454618, 1647 =
-2.3515118773216, 1648 = -6.49354630730622,
1649 = -0.261836513939163, 1650 =
-11.4999941233411, 1651 = 5.23655948656596,
1653 = -9.34919797681007, 1654 =
10.921913138468, 1655 = 2.9304178685171, 1656
= -6.31642354121955, 1657 = -1.57080191628289,
1658 = -3.53722097668725, 1660 =
-18.808924269343, 1661 = 3.25552692086775,
1663 = 21.1232386998558, 1664 =
11.8093226439007, 1665 = 10.4848084425772,
1666 = -7.88425208891255, 1667 =
-3.83820190901951, 1669 = 2.63696704440011,
1671 = 4.48560741390867, 1672 =
13.4607847364607, 1673 = 3.97203789821787,
1674 = 3.56203601807875, 1675 =
-8.97892781543997, 1676 = 2.36342052318738,
1677 = -9.23921889687342, 1678 =
-3.78070580186685, 1679 = 6.58787919772262,
1681 = -5.29163043507842, 1682 =
-13.1218496011932, 1683 = -2.162237087598,
1686 = 7.28921909547706, 1687 =
3.59239097067348, 1688 = -12.9074318943459,
1689 = -3.94345741499501, 1690 =
-14.2966020903324, 1691 = -17.3907906731142,
1692 = 0.766931762800019, 1694 =
5.26494509760066, 1695 = -5.99478686943643,
1696 = -3.90026577418301, 1697 =
-4.68543184655184, 1716 = 15.6164875505142,
1717 = 22.388385456817, 1725 =
10.3622577885218, 1727 = -2.19864765036841,
1728 = -3.27031827206845, 1729 =
-4.23497359365195, 1730 = -8.00516507692238,
1731 = -12.4485351599278, 1733 =
-13.9214354246229, 1734 = -6.83120496796761,
1735 = 0.422234191085178, 1736 =
-15.9022280030607, 1737 = -6.98091249371, 1738
= -2.68335453035733, 1739 = 5.4747780042628,
1742 = -3.85188003947184, 1743 =
-9.84008820417641, 1745 = 4.16026665967427,
1746 = 4.68329709386124, 1749 =
0.361357021230449, 1750 = 2.25817509557208,
1751 = 5.31106475381886, 1753 =
-7.43097727713393, 1754 = 2.56647781796286,
1756 = -2.15123720029818, 1759 =
1.79425515003702, 1760 = -11.4621277500063,
1761 = -22.965581327571, 1762 =
-3.07029854429751, 1763 = -8.86774828749173,
1764 = -26.1494841377646, 1765 =
-12.8343182863724, 1766 = -23.5673076042774,
1768 = -3.41327177319159, 1769 =
-8.15796277542142, 1770 = 10.1822594392092,
1772 = 4.67529710488021, 1773 =
20.8475786248708, 1775 = 14.4663025126526,
1777 = 16.8857171833434, 1779 =
6.71664763141107, 1780 = 12.1952584492763,
1781 = 12.5570016860917, 1782 =
27.9907631319417, 1783 = 6.59353108801693,
1784 = 10.4812475507926, 1785 =
16.6809311989725, 1786 = 11.0985271477519,
1787 = 3.14020229741768, 1790 =
-11.7300330358654, 1791 = -0.983550381075545,
1792 = 3.95739500893575, 1793 =
-17.2463810801662, 1794 = -15.7003577239199,
1795 = -5.08477773279529, 1796 =
-6.09481319727651, 1797 = 9.09000090914313,
1798 = 8.21212133207616, 1799 =
9.97721793557645, 1801 = 12.6477480917781,
1802 = -6.3905186542907, 1803 =
0.526913681957856, 1804 = 2.94852925399652,
1805 = -6.95125413835593, 1806 =
4.07810027445542, 1807 = -6.29756739574457,
1808 = -1.51760690357842, 1809 =
0.302838793450655, 1831 = -8.39223496454943,
1832 = -7.71970219251596, 1833 =
-2.79521942766998, 1836 = -10.6797826572621,
1837 = 7.42801832947176, 1839 =
-7.71411886765658, 1840 = 9.65657512332774,
1841 = -16.0927570369058, 1842 =
-13.1401675596116, 1843 = 1.91069867277236,
1844 = -2.56854026357538, 1845 =
8.29011270338779, 1847 = -23.6556999163668,
1848 = 6.35589198321086, 1850 =
-5.8895846332167, 1851 = 6.12586799348588,
1852 = 3.95978040273735, 1853 =
-11.209689022678, 1854 = -9.09724270452267,
1855 = -1.31445107930945, 1856 =
7.43180242285009, 1857 = -7.18226336626296,
1859 = -7.2663798271909, 1861 =
-6.76144958607345, 1862 = -15.2298606836792,
1863 = 6.27328329162507, 1864 =
1.22607155184163, 1865 = -12.4193458301507,
1867 = -19.0583365413809, 1868 =
-14.3205149054977, 1869 = -12.4515730300317,
1870 = -2.52054521691098, 1871 =
-13.5531279904798, 1872 = -8.20053427301362,
1873 = -9.10400063504792, 1877 =
-1.12178000224438, 1878 = -3.96617225290671,
1880 = -14.2741862942553, 1881 =
-2.79644792704974, 1882 = -11.029134004664,
1884 = -6.95571023508473, 1885 =
-2.14072824171819, 1886 = -13.576360632912,
1887 = -11.0090441530942, 1888 =
-0.981407018675433, 1889 = 15.4967515557549,
1890 = -0.163670687248299, 1893 =
-9.94846595042062, 1894 = -8.5362189553387,
1912 = 6.40606171103474, 1913 =
7.30107739209402, 1922 = 15.4332878414654,
1923 = 17.7922646616284, 1924 =
7.78544498900543, 1925 = 5.6947788025677, 1926
= 9.03700259834389, 1928 = 3.98807675288519,
1930 = 9.35984005765344, 1933 =
7.58862207764486, 1934 = 6.1242307832482, 1935
= -0.288856811784753, 1936 = 11.25656564484,
1937 = 12.002009673496, 1938 =
-4.07110488745103, 1939 = -8.7171237359884,
1940 = 0.20072483490753, 1941 =
-3.26216656203685, 1942 = 24.3378330485842,
1943 = 20.757839855855, 1944 =
8.97502717635431, 1946 = 20.0610607470782,
1947 = 9.68072452281366, 1948 =
1.70709465779866, 1949 = -8.59845404671562,
1950 = 1.03263713044303, 1951 =
3.80020262255394, 1953 = -12.2005608873516,
1954 = -5.41723309895874, 1955 =
-20.7561370847655, 1956 = -9.9201651853658,
1957 = -8.38851307333821, 1958 =
-15.3870763136117, 1959 = 10.0967223527339,
1960 = 14.902626735956, 1962 =
15.4022425715394, 1963 = -1.50582216641829,
1964 = -9.9542246718737, 1966 =
2.59291740448901, 1967 = 5.17287511415776,
1968 = 0.373967449680989, 1969 =
0.0282267647016473, 1970 = 4.36796934146036,
1972 = 12.3252792153235, 1973 =
19.6149493605651, 1974 = 17.2040557237696,
1976 = 14.3331478898618, 1977 =
2.95096434777304, 1978 = 13.8743004202829,
1979 = -7.2153465057435, 1980 =
-0.757016155132526, 1981 = -0.437049864428594,
1982 = 0.858146476531002, 1983 =
4.4376155582646, 1984 = 8.23866372378224, 1985
= -10.3012451185543, 1986 = 4.64332815870805,
1987 = 4.69450409740154, 1988 =
-4.40564061079313, 1989 = -9.79368170166201,
1992 = 3.89672561131068, 1993 =
10.8419994916751, 1994 = 0.545306235312014,
1996 = 16.3287699568162, 1997 =
-6.77312936660514, 1998 = -4.05806066091873,
1999 = -7.10123091460397, 2000 =
4.97934117382397, 2001 = 0.370199842297248,
2002 = -3.18342644158396, 2003 =
1.00244710254304, 2004 = 3.33711645120954,
2005 = 7.58632380269782, 2006 =
16.57023907687, 2007 = 1.15179542301509, 2008
= 0.2150553172768, 2010 = -1.27386127182522,
2011 = 0.559538227850234, 2034 =
-21.7087921227496, 2035 = 5.77890321790983,
2036 = 7.27311190642504, 2045 =
0.402428832021865, 2046 = -11.9523108334463,
2048 = 9.80979012059467, 2049 =
-4.29796566202672, 2050 = -2.07189960469062,
2051 = 13.4949162139767, 2052 =
-9.80908288524106, 2053 = -1.33383909099281,
2054 = 3.22854247283536, 2055 =
-1.1618314683208, 2056 = 2.91743690194472,
2057 = -15.3884469718392, 2058 =
-5.51587054248199, 2059 = 16.2699334179733,
2060 = 3.52976520737807, 2062 =
8.58539324282725, 2063 = 24.2820537486911,
2064 = -0.0595044148353255, 2065 =
3.41963485680572, 2066 = 14.1031762702195,
2067 = 18.0717418663209, 2068 =
9.73944277472443, 2069 = -0.244769869650697,
2070 = -5.32356405612474, 2071 =
15.2588514239367, 2072 = 0.73432871185494,
2074 = 28.0835828621406, 2075 =
29.7574400009258, 2076 = 19.4241872390606,
2077 = 2.43211242981161, 2078 =
-1.60149896601048, 2079 = 14.5891542364604,
2080 = 3.34421861078471, 2083 =
1.11010339208291, 2084 = -10.4802093039519,
2085 = -9.33596308534528, 2086 =
-2.22840321933794, 2087 = 8.10916281452203,
2089 = -4.01846427358196, 2091 =
10.1046784703798, 2092 = 3.42296855710041,
2094 = 19.8261625036021, 2096 =
8.48958292280903, 2098 = 25.3974228975668,
2100 = -6.26448559895262, 2101 =
3.19161878865708, 2102 = 3.67859000881591,
2103 = 7.83079319376855, 2104 =
5.19502919488497, 2105 = 2.93925157303807,
2108 = -2.7055619937656, 2109 =
3.3811828578941, 2110 = 6.39026125158063, 2112
= -5.83873022913303, 2113 = 3.53332518589198,
2114 = 1.42884572396704, 2115 =
-3.69875939102176, 2116 = 2.5591183704975,
2117 = -10.0835431901228, 2118 =
2.76761713101547, 2119 = -17.2576673411406,
2120 = -4.47941077339874, 2121 =
-4.41361109689643, 2122 = 4.97839191378224,
2123 = -2.41191941844021, 2124 =
5.77208735723266, 2125 = 8.00881600012354,
2126 = -6.90198494401696, 2127 =
-3.71451789965242, 2128 = -7.53535869402508,
2129 = 5.5625403165, 2130 = 9.5944422521942,
2131 = 14.6587875778518, 2132 = -7.7609474935,
2134 = 21.418119168776, 2135 =
2.52149063728427, 2139 = -12.1868700021525,
2140 = -2.67432466945675, 2142 =
-4.93528601327386, 2144 = -16.2067557512839,
2145 = -13.3982921342841, 2147 =
-18.8112137482899, 2148 = -11.6374587524991,
2149 = -18.6785778826177, 2150 =
-9.80295773443299, 2151 = -5.33091971056457,
2152 = 1.49326054730071, 2153 =
3.90182929808125, 2155 = -2.0712888016849,
2156 = 3.5134959994429, 2157 =
-8.03456616976476, 2158 = -2.07829707930022,
2159 = -16.5176147245674, 2160 =
5.18750952796721, 2162 = 2.36078461132847,
2163 = 4.8416107745449, 2164 =
-3.93844042982154, 2165 = -0.735890888531149,
2166 = 2.95193800344863, 2167 =
-8.71535837319153, 2168 = -2.74259660453694,
2169 = -24.2167021805209, 2170 =
3.06323580048318, 2171 = -9.31893017831097,
2172 = -9.16401192003721, 2174 =
9.42962439418798, 2175 = -0.660659980288305,
2176 = 4.65691318479382, 2179 =
-6.09151077905559, 2180 = -0.346262502726898,
2181 = -1.28927038805633, 2182 =
0.164669877862439, 2183 = -11.4132064727543,
2184 = -13.2201790573732, 2186 =
-16.1267285050385, 2187 = 7.08660726382136,
2188 = -7.6136190344677, 2189 =
4.61403944165446, 2193 = -13.6660701260346,
2194 = -4.74898219847675, 2195 =
-4.28950298553601, 2196 = -0.790222039440014,
2197 = -6.31849899288974, 2198 =
-5.20016062092394, 2199 = 10.8082688273835,
2200 = -4.23626708968793, 2201 =
2.12198816253848, 2202 = 1.90552715558883,
2209 = -15.923473454977, 2210 =
-4.07750198868489, 2211 = -2.81866285934826,
2212 = -1.88131170977701, 2213 =
-1.14078082097188, 2214 = -3.01330824646347,
2215 = 8.53078336627769, 2216 =
-9.56684974654697, 2217 = 1.31777782785773,
2218 = 2.21491602541724, 2243 =
-11.4845179324005, 2244 = -0.199829167377324,
2245 = 2.31087350011796, 2247 =
7.61175293013227, 2248 = -8.97870321073312,
2250 = 6.01682214687914, 2251 =
12.9227685271194, 2252 = -4.56239578445863,
2253 = -1.18899443952603, 2255 =
-4.32008880465762, 2256 = 0.346910785841325,
2257 = 1.01998701668654, 2258 =
-7.7754088039881, 2259 = 8.83582572491615,
2260 = 2.81690372522946, 2261 =
1.41817560379156, 2262 = -6.78825558037301,
2263 = -10.4527377706469, 2264 =
14.2106777756212, 2266 = 10.4886672364534,
2267 = -4.90014961150521, 2268 =
-8.25719087538518, 2269 = -7.8725188957907,
2270 = -4.05310311288756, 2271 =
5.16406152866889, 2272 = 5.44125851420919,
2273 = -10.5879457358403, 2274 =
13.0443292577531, 2275 = -8.55906448005045)
|
c(2 = -2.23918712883664, 3 = 13.0380897787925,
4 = 4.82310943923851, 6 = 4.55712381030228,
7 = 9.47710835409644, 8 = 13.8073656282184,
9 = 13.5627735325605, 11 = 11.1072870517082,
12 = -8.74774786910069, 13 =
-6.18501774029781, 14 = 5.07596705475944, 15 =
-10.9544830527053, 16 = 4.97076689082636, 17 =
-1.20646458205622, 18 = -11.7988551786147, 19
= 3.22058938827618, 20 = 4.08727068248525, 22
= 3.32057698301645, 23 = 7.681268214637, 24 =
-0.217282215868725, 25 = -10.1514996789699, 26
= 1.18612540582283, 27 = 13.8212809526002, 28
= 7.26069025554902, 30 = 3.27295521180922, 31
= -9.33819433664457, 32 = -15.1765083925995,
33 = -4.20364466699788, 34 =
-12.0037314652982, 35 = -4.15649911125278, 36
= 6.21708719434213, 37 = -5.9637039436602, 38
= -5.27390451661624, 39 = -6.67953190579663,
40 = 11.1300974971771, 41 = -9.99170741683915,
42 = -1.25114826677572, 43 = 4.86136301798835,
44 = -13.2497863966704, 45 =
0.439507031476245, 47 = 1.92384608930545, 49 =
0.596859005945131, 50 = -17.0573637328859, 51
= -4.66315855447165, 52 = -2.09280008972468,
75 = -17.2261999552801, 76 = 10.4335923670072,
84 = -2.8139520875588, 86 = -12.401446163241,
87 = -2.48833057867048, 88 = 29.4145932742983,
90 = -0.4190190957871, 91 = -6.05241347884366,
92 = -12.8427186537421, 93 =
-9.17103972494218, 94 = -7.94644931979878, 95
= -20.0541871131422, 96 = -12.6046270026476,
97 = -14.6745612448558, 98 = -4.0038507800426,
101 = -21.5400873695127, 102 =
-16.8409136076308, 103 = -5.58923201747513,
104 = -5.60082333111347, 105 =
7.38671607728472, 108 = -30.8837087954761, 109
= 8.37227912566381, 110 = 13.4723757324493,
111 = 2.616546205067, 113 = -5.636227684645,
117 = 6.7258550679558, 119 = 6.23244326500432,
120 = -1.39049084898504, 121 =
2.38078095252078, 122 = -4.5118520226653, 123
= -4.09283579401772, 124 = 10.3608918754304,
125 = 3.37192720781473, 127 =
2.39478312814251, 128 = 5.66794885537244, 129
= -0.78661072367462, 130 = 2.36212932727535,
131 = 7.2291088580965, 132 = 8.07707290803933,
133 = 10.4046519592915, 134 =
0.745465477845208, 135 = 1.91700839339091, 136
= 6.27838594247197, 137 = -10.8702747239689,
138 = -4.08314126164169, 139 =
-14.1218094575374, 140 = 7.29316656592913, 141
= -5.05568805811487, 142 = -2.25241481710135,
143 = -14.6135211434342, 145 =
-6.88305879342969, 146 = 14.2235493643628, 147
= -0.675176207352722, 148 = 8.50085161785204,
149 = 0.568335160560644, 150 =
2.85733930955082, 151 = -3.2228855252823, 152
= 0.198890919968958, 153 = -16.5038481290182,
154 = -13.9448831019285, 155 =
-7.82580870012395, 156 = 6.75619982533963, 157
= 9.38202170699497, 158 = 15.6451354770057,
160 = 16.9278529814656, 161 =
12.4658163169756, 162 = 14.8874319137523, 163
= 17.1367238131969, 164 = 9.35061006252042,
165 = 6.32506733203336, 168 =
16.7873933968971, 169 = 8.14577363989441, 171
= -3.14491713124175, 172 = 20.9903848771978,
174 = 1.80596235900714, 182 =
-3.83683601247347, 183 = 11.8757845688931, 184
= 7.35812291827835, 185 = 3.97508548806434,
189 = -10.0636961658655, 190 =
-8.41654483646408, 191 = -1.18739477607891,
192 = -4.79639745025714, 193 =
-8.76322529499761, 195 = -6.97976290661629,
196 = 2.69338780713458, 197 =
-11.3173080659216, 198 = -4.35030111307284,
199 = -14.0174668852619, 200 =
-20.1086592913787, 201 = -0.418464421233306,
202 = -8.44801923395225, 203 =
-21.4657826285426, 205 = -32.343309603992, 206
= -9.35295304064698, 207 = -16.1172626685284,
208 = 2.79041117510442, 209 =
20.3957058560829, 210 = 11.7734793364588, 211
= 0.0487582583075286, 212 = -17.3741443558375,
214 = -19.4208503403865, 215 =
-11.0723745306345, 216 = -11.7020743689216,
217 = -2.38933701113159, 218 =
-13.5739975433419, 219 = -6.68035458762384,
220 = -1.50011856059738, 221 =
2.05954488989606, 223 = 7.52456081251954, 225
= 17.7245475877313, 226 = 0.0456737377654591,
228 = 18.9268374462389, 229 =
19.0917383083735, 230 = 15.1290260173544, 231
= -0.345661606725909, 232 = 16.6964709159488,
233 = 15.3854883837224, 234 =
16.9545986625117, 235 = 15.604734850921, 236 =
13.1229863308495, 237 = 5.15488699165673, 239
= 9.48274742123989, 240 = 7.73614573122856,
241 = 19.5062932019211, 242 =
12.2045243163945, 243 = 18.4321521951239, 244
= 9.72036869488231, 245 = 18.2400864963199,
246 = 2.69317015151166, 247 = 13.386026729467,
248 = 5.882527348435, 249 = -3.40744408012937,
252 = -18.0832716776836, 254 =
-6.99929286026194, 255 = -11.962531340393, 257
= 1.82849878760047, 258 = -0.64944889012429,
259 = -12.5180543890476, 260 =
-8.57906377732928, 261 = 10.4240540060851, 262
= -12.5916160740283, 264 = -12.8187086997219,
265 = -14.6921251568503, 267 =
-4.35667578842301, 268 = -7.59757460797827,
270 = 7.58207653468228, 271 =
1.09262270313894, 292 = 11.9696570908544, 300
= 9.25263348339701, 301 = 4.37216629002706,
302 = 18.2079846481604, 303 =
21.4377387931885, 312 = -4.15848854148861, 313
= 15.1867814761859, 315 = 18.1656004466169,
317 = 15.098691026968, 318 =
-5.68352580490932, 319 = -7.97184673828639,
320 = -1.76628081312935, 321 =
-1.27665472797331, 322 = -15.4915624648354,
323 = -21.0667544693345, 324 =
-14.1720525355542, 325 = -14.2879968587283,
326 = -5.19087874922517, 327 =
-10.815257361437, 328 = -17.2657008940993, 329
= -6.05545759924546, 330 = -4.75860731304022,
331 = -3.29289481018062, 332 =
-9.65982206881657, 333 = -5.13998722804023,
334 = 9.90210864981468, 337 =
1.16124996451924, 338 = 2.40620739088765, 339
= 4.30491958219407, 340 = -0.438520441128007,
342 = 8.47861602302715, 343 =
-3.37841939307723, 344 = 6.97619805282223, 345
= 7.12374867374061, 346 = 16.3771180015815,
347 = -8.16545676190905, 349 =
7.65490600719721, 350 = 6.32397296483306, 352
= -7.2428172641382, 353 = -3.6739550631345,
357 = 0.957909401217096, 358 =
13.9266233418032, 359 = 13.8328168786052, 360
= 6.50215260359265, 361 = 5.40966587458729,
362 = 2.37345721851229, 363 =
4.60335735698545, 364 = 10.5328399265699, 365
= 0.0904743405697599, 366 = 13.5584452639702,
367 = 6.80954548516931, 368 =
6.37701518287353, 369 = 8.78328236615634, 370
= 0.662624417043108, 371 = -2.16767050913961,
372 = -11.2560540133927, 373 =
2.5360078887541, 378 = -1.24509399792203, 379
= 11.7322999718182, 380 = -5.21566784029502,
381 = 1.88979977888094, 382 =
4.37504352954555, 383 = 6.56019096098526, 384
= 0.890468906466301, 385 = 3.84377308944848,
386 = 7.40652359070268, 387 =
-3.75312079511211, 389 = 9.06522748560187, 390
= 1.70585924299325, 397 = 3.78287771441653,
398 = -5.91213878658306, 439 =
17.7954045247543, 440 = -5.75700852404842, 441
= 17.0463394740185, 450 = 6.53336210065344,
451 = 14.3523506728409, 452 =
6.06576188555458, 453 = 8.84614200194942, 454
= 6.61501498438402, 455 = 19.2054326689241,
456 = 4.23750371948058, 457 =
-13.2821046513838, 460 = 6.678121356281, 461 =
-7.96672632088233, 463 = 8.96778933973906, 464
= 11.8568206014349, 465 = 10.2006839423979,
466 = -3.27043106376562, 467 =
5.45790124159277, 468 = 19.4327452147184, 469
= 11.751748790073, 470 = 24.1348293770665, 471
= 3.68253266664182, 472 = 8.26382789691731,
473 = 6.24130760252238, 474 = 4.9273367044963,
475 = 3.97154153014329, 476 =
0.446450324291241, 477 = -3.00258070570007,
479 = 11.2691616963494, 480 =
5.92154972988509, 481 = 0.790415337820189, 482
= -5.97925981308806, 484 = -2.86000406686555,
485 = -8.47878440379124, 486 =
2.01084485569213, 487 = -11.2206148241709, 488
= -13.7180831147527, 489 = -3.27534469123056,
490 = -16.1010123982854, 492 =
-5.68122077999313, 495 = -3.7988796609376, 496
= -15.6641674905638, 499 = -16.1245518357531,
500 = 7.61279738243323, 501 =
14.5332367408241, 502 = -2.82049225563486, 503
= 3.19109612340086, 504 = 6.55966022340128,
505 = 5.35280418914684, 506 =
-9.57833459279966, 507 = -1.76911861091401,
509 = 4.55223176218662, 510 =
-2.54667321208292, 511 = 2.12177037166877, 513
= -11.060982961142, 515 = 7.97120451829756,
516 = -9.07353134727843, 519 =
-3.1173307913022, 520 = 7.83065594931933, 521
= -7.15424342204235, 522 = -7.24497197143637,
524 = -8.77066554324069, 525 =
-2.43147475974877, 526 = -2.77170248232355,
527 = -12.8016231408675, 530 =
-19.9837149460136, 532 = -9.89704446093961,
533 = 15.6444763073841, 534 =
0.501524008277502, 535 = -1.44509472711728,
537 = 17.4742886108454, 538 =
8.29952785172606, 541 = 7.41033814674503, 548
= 13.2862342914865, 550 = 0.938403370909926,
551 = 9.85969370582561, 552 =
12.8155185446299, 553 = -6.80653176132729, 554
= 8.86425030674713, 555 = -15.6520058151226,
558 = -14.8170184704873, 559 =
-1.27639190409465, 560 = -3.47448320575391,
561 = -6.78108051300084, 562 =
-5.92673467094042, 563 = -16.0635560900494,
564 = -13.7626260251038, 565 =
-15.2180762887246, 566 = -11.2669828395363,
568 = -18.2135308138775, 569 =
-7.42704127658053, 570 = -1.36015560100495,
571 = 6.55812171243764, 573 =
0.196960310795015, 574 = 3.71317486136126, 575
= 4.98293146506177, 576 = 0.0531717419959442,
577 = 7.05323803809118, 578 =
5.58186125203301, 579 = 2.36955432552228, 580
= 8.50693746662491, 582 = -20.4731611651496,
583 = -16.1708152849918, 584 =
-3.93070758025567, 585 = 3.13425980415598, 586
= 6.40287820647591, 587 = 5.2843755042297, 588
= 6.46064964472429, 589 = -0.566555752734611,
590 = 7.06636349575436, 591 =
0.744612030431405, 592 = 11.2534291071507, 594
= -8.20635598678506, 595 = -3.13728378851762,
598 = 19.2037925283263, 599 =
10.3747820766432, 600 = 16.3177977381318, 602
= -6.08184084004396, 606 = 3.93981037145615,
607 = 8.37603005517556, 608 =
-6.47639497298767, 611 = -10.2624722305272,
612 = -3.77953188341888, 613 =
3.48234556586834, 615 = 3.45583827728321, 616
= 10.6803589686055, 618 = 2.80647727149897,
619 = -7.21706317067093, 621 =
1.9227223037998, 622 = -0.981420482704258, 623
= 16.7764970144712, 624 = -3.49721565353215,
627 = -5.32752281584233, 628 =
-17.8697145087443, 629 = -13.1276590714607,
630 = -7.93165185025896, 631 =
-11.1839419216882, 632 = 7.47578530891214, 633
= -3.54711796289887, 635 = 0.589260982176521,
636 = -0.160788105217692, 654 =
-1.42802981427225, 661 = -12.0894446545362,
665 = 1.18998543492381, 666 =
-12.3791468132994, 669 = 15.2987100221462, 670
= -0.203665159570303, 671 = -11.8293190242111,
672 = -1.91253258149149, 673 =
8.22122562233658, 674 = 0.0898032033697759,
676 = -1.88233698257119, 677 =
6.52075331046156, 678 = -19.2877315396086, 679
= -17.1417717308088, 680 = -6.29963754677419,
681 = -14.1930088882559, 682 =
-3.01112530219699, 683 = -16.0278918184682,
684 = -2.79312038615786, 685 =
-1.35257806776886, 686 = -11.7043326018774,
687 = 8.44388769813674, 690 =
17.3476511977501, 691 = 14.2360030981745, 692
= 20.8129289204736, 693 = -6.10417621218567,
694 = 2.8379548754883, 695 =
-6.40440964790513, 700 = -5.61443892174649,
701 = -8.85284270344623, 702 =
-7.06566011346305, 703 = -7.68650827182264,
704 = -4.84269222559456, 705 =
-5.31347475756406, 706 = -8.96881425689306,
707 = 14.5676845620503, 708 = 15.695852930453,
710 = 15.4857906065734, 711 =
-2.34079786122908, 712 = -1.29093554663356,
713 = 12.0753971479911, 714 =
17.4805115937128, 716 = 11.7857698621406, 717
= 10.2174946322065, 718 = 16.051183659841, 719
= -3.8922723929991, 720 = -10.7625233134308,
722 = 8.45231235936358, 724 =
22.4465741008804, 725 = -14.1571928009131, 726
= -8.63065909120102, 727 = -11.2868151243877,
728 = 4.20660930006456, 729 =
-0.154347400004568, 730 = -7.24155046464991,
731 = 4.88080892441736, 732 =
-5.0915398590385, 733 = 3.56045686210972, 734
= 3.82441967089791, 735 = -7.84170050261141,
738 = -8.31117031219036, 741 =
1.34242777131436, 742 = -3.32945380780966, 743
= -6.89178738221844, 746 = -2.17283471320225,
747 = -6.23015341163186, 748 =
-2.2355040643105, 750 = -1.84441518114904, 751
= 4.54099045859182, 752 = 21.1778098425925,
753 = 16.9735778608255, 760 =
14.7262300171943, 762 = -11.775505704717, 763
= 9.10800321166108, 764 = 19.0916846770035,
765 = 9.0835503047774, 767 = 10.0451555816882,
768 = 8.51660944187873, 769 =
-2.49499165394927, 770 = -0.528367772039833,
771 = -10.8595102910611, 772 =
-8.94075679396314, 773 = 16.6742963572608, 776
= 3.91348500469364, 778 = 0.332629554951024,
779 = 5.21318048374173, 780 =
-3.84976087948439, 781 = -3.13425568512887,
783 = 6.52884344049467, 784 =
13.7207191578365, 785 = -7.3897798909804, 786
= 5.33005208945464, 787 = 15.384090322117, 788
= 7.59952746420878, 789 = -2.78852288040813,
790 = 1.88235447796349, 791 = 4.0759922489529,
793 = 1.55865814418349, 794 =
11.7934079785503, 795 = 14.022481965389, 796 =
27.1681969370756, 797 = 8.48765797515956, 798
= 8.43855265160539, 800 = 7.59845532102136,
801 = 13.3263446471734, 802 =
-3.70417009187257, 803 = 7.53652875461504, 804
= 6.9413078204322, 805 = 2.4975986135936, 806
= 5.67402804661202, 807 = 4.39707413391129,
808 = 14.7159722608327, 809 =
-11.0413054969414, 810 = 1.70408308604601, 811
= -9.21178341400967, 813 = -6.06040297578681,
814 = 3.29744617386643, 816 =
2.03608650513868, 817 = -12.2618340544138, 818
= -9.60344380483007, 819 = -14.9339494745913,
820 = -3.68367255399111, 821 =
-11.5574220706343, 822 = -11.0809113092808,
823 = -18.538103847549, 824 =
-0.96295790572706, 825 = -23.7578906680741,
826 = -0.500576673245537, 827 =
-3.74694428713531, 828 = -3.04494803457276,
829 = -9.86654121536046, 831 =
-5.8506554618954, 832 = -4.15952018991823, 834
= -0.477582599516151, 835 = -6.67526067953227,
836 = -2.66613972310213, 838 =
0.537288315853012, 839 = -3.48350941067438,
840 = -0.582344256311397, 841 =
-6.19013846222045, 842 = 13.7566025688199, 843
= 2.95843957708945, 867 = -12.0412189924586,
868 = -14.7499903385751, 869 =
-7.00831515328326, 870 = -7.66869244767598,
871 = -9.54382113170492, 873 =
-16.528029568811, 875 = -23.7619766714202, 877
= -5.0287205188443, 878 = -12.5343466822987,
879 = -6.99335292307796, 880 =
-4.0346323646741, 883 = 22.5392825094202, 884
= 3.12017389293379, 885 = 2.03901661834982,
895 = -7.8595129962367, 896 =
4.18097067193896, 897 = -17.0371056231613, 898
= -11.4901890359367, 899 = -5.49088562756822,
900 = 0.085659544249137, 902 =
-15.6994899979414, 906 = -3.19384447807723,
907 = 14.1965749260224, 908 =
-2.24024724704765, 910 = -3.27667673982621,
911 = -5.48030820586303, 912 =
-3.84621308424797, 913 = 0.243815178876798,
915 = 4.32964591087043, 916 =
21.9223354227422, 917 = 17.5211890567601, 918
= 11.4875203931538, 919 = 0.401658020879214,
920 = -4.53391565814938, 921 =
1.96957427426579, 922 = 9.76784434339204, 923
= -1.11924740772537, 924 = -24.0257259584703,
925 = -9.18144430876667, 927 =
-9.03147149687931, 928 = 1.50650538109238, 930
= -10.993543895047, 932 = -6.33095484638451,
933 = -9.14946594299562, 934 =
-3.00997775917658, 935 = 7.76859079333108, 936
= 4.53714724282363, 937 = 9.61307945229008,
938 = 19.917270896082, 939 = 6.98579674688131,
940 = -3.25596278082559, 941 =
6.16443430001051, 942 = 13.1814947687692, 943
= 1.53928697281514, 944 = -1.40267003542837,
945 = -11.7906109026862, 946 =
-0.303211663785805, 947 = -9.2949965191843,
948 = -0.86231172118189, 949 =
-5.60563824611453, 950 = -6.60411966072241,
951 = 9.04446363777852, 952 =
-3.92428650933784, 953 = 3.21418108740379, 954
= 12.197086075496, 955 = 0.528553080759526,
956 = -7.36428395367064, 957 =
1.02029372527086, 958 = 1.16240202424352, 959
= -18.4696623506253, 961 = -1.64959889267953,
962 = -5.47394225524919, 963 =
-6.39661109333973, 964 = -6.26268216142794,
965 = -9.762740317585, 966 =
-8.86875560317445, 967 = -11.3921637250591,
969 = -6.10153252449785, 970 =
-14.2504411760973, 972 = -24.9194876077182,
973 = -10.116045967684, 974 =
-4.05071902366996, 975 = 16.3487014386157, 983
= -11.163188698443, 984 = -3.32146955616712,
985 = -7.82567359622185, 986 =
5.4280238219139, 987 = 11.8949310987716, 988 =
-14.7250863969017, 990 = -2.1439227925417, 991
= -4.72591314489516, 993 = 1.08121849052676,
994 = 6.07112745325599, 995 =
3.36403851036884, 1000 = -8.31076293722671,
1001 = 1.82954554128595, 1002 =
2.08583176495977, 1003 = -8.73297991826708,
1004 = -3.08275381664801, 1005 =
-5.97913571637473, 1006 = 11.7054676289221,
1008 = -6.49786706481339, 1009 =
3.32541701590721, 1010 = 6.19686460720389,
1012 = 0.423536595891446, 1013 =
-17.9772368612325, 1014 = -3.5717780400515,
1015 = -7.87877715162919, 1016 =
-11.468301180109, 1018 = 0.611265497068555,
1019 = 6.09855328263377, 1020 =
2.7337141560537, 1021 = 2.764870081332, 1022 =
-1.46924184609525, 1023 = 7.890245226672, 1025
= -10.2978510868049, 1026 = 0.19077867940393,
1027 = 7.30965206561715, 1028 =
-5.82001828612107, 1030 = 2.72996503440495,
1031 = 4.70721585187016, 1032 =
4.15030939973948, 1033 = 0.401762313266869,
1034 = 0.612277829884078, 1035 =
3.14612745605667, 1036 = 13.5816298813147,
1037 = 8.76770966724773, 1038 =
-22.8736847374222, 1039 = 9.19909906538095,
1040 = 1.93399067026387, 1042 =
7.67905551921452, 1043 = 0.267792544185246,
1052 = 14.6092423021054, 1053 =
-9.66255521361649, 1054 = -6.15113805804143,
1055 = 13.1967900797923, 1056 =
5.24384926078418, 1057 = 7.62866027563181,
1061 = -14.2717566225049, 1062 =
-13.5001145666808, 1063 = -1.22133141418829,
1064 = 7.47016282179531, 1065 =
-2.59585186953568, 1066 = -0.690517291348047,
1067 = 5.57666245673948, 1068 =
4.93557600710856, 1069 = 1.94842779563996,
1070 = -2.97301735308264, 1071 =
7.06555081567282, 1072 = -1.38214960350778,
1073 = -1.11787530909712, 1074 =
-8.54388960132467, 1076 = -5.46785034153338,
1077 = -8.97828665220626, 1078 =
-8.71838227369555, 1079 = -3.68485727880312,
1080 = -11.3152266873778, 1081 =
-7.29416639543494, 1098 = 1.76084429736639,
1099 = 7.78134198820262, 1100 =
17.2412899492817, 1105 = -4.98285617586752,
1106 = -20.3465273703587, 1108 =
-3.00821608065873, 1109 = 11.4754845293586,
1112 = -8.34872893896283, 1113 =
0.606582340360521, 1114 = 15.554451300089,
1117 = 13.7726269835012, 1120 =
5.79309779650373, 1121 = 9.02814259169814,
1122 = -11.1322485908279, 1123 =
-3.33915788418843, 1124 = -2.62193602039078,
1126 = -9.30795450994395, 1127 =
12.3431202404232, 1128 = 7.01437562377546,
1129 = 14.6876156439903, 1130 =
8.04416347343428, 1131 = -11.8643932144875,
1132 = 9.34641559199851, 1133 =
14.2927897787403, 1134 = 7.17416405403097,
1135 = 3.88908973479115, 1136 =
1.98381931621151, 1137 = -0.780749117245132,
1138 = 7.91935410538894, 1139 =
8.78497599400392, 1141 = -1.62659511175648,
1143 = 5.54327746862139, 1144 =
4.13631803600449, 1145 = -3.7498517028735,
1147 = 3.49077483208807, 1148 =
7.18012198188404, 1150 = 21.5482966591513,
1153 = 18.3906004614182, 1154 =
6.73169327885867, 1155 = 15.1783368130548,
1156 = 0.29238571559933, 1157 =
-2.28467659072289, 1159 = 13.7421147102876,
1160 = 16.311661929455, 1161 =
10.4152012077661, 1162 = -2.0970525547208,
1163 = 11.1100323253232, 1164 =
7.71264646349065, 1165 = 6.77716855748063,
1166 = -13.1567667875106, 1167 =
6.70551161207605, 1171 = 8.4645212668113, 1172
= 13.2311832013461, 1173 = 0.464606667909203,
1174 = 22.1947079939821, 1175 =
9.43709879810865, 1176 = 1.36822335060127,
1178 = -8.83775030222701, 1179 =
0.812005869148764, 1180 = -4.77124984161905,
1183 = 6.48784521764293, 1185 =
0.196011257819606, 1188 = 19.4723837589281,
1189 = -1.7583435901679, 1212 =
-14.6899297688281, 1213 = -11.0743768940556,
1214 = -0.812094719709073, 1216 =
-4.98120881785544, 1217 = -2.15757709595754,
1219 = -7.58309948939894, 1220 =
6.39226187116532, 1221 = 3.50107292725257,
1222 = 0.686120394941676, 1223 =
14.7683493063694, 1224 = 3.99384044194391,
1225 = -2.87391331551866, 1227 =
1.4231555691302, 1228 = 0.747067013252212,
1230 = 2.09057612364687, 1231 =
-8.93091660667173, 1232 = -3.33604419032858,
1233 = 3.32415547070264, 1234 =
-7.80857335166092, 1235 = -5.20869628267174,
1236 = 5.97449798410945, 1238 =
-9.9518254128963, 1239 = 3.19383642491786,
1240 = -3.4569637477409, 1241 =
-16.9112194156255, 1242 = -11.6003340597961,
1244 = 8.38173362680748, 1246 =
-1.23176572517018, 1247 = -2.71949220958819,
1248 = -15.4590649089005, 1256 =
11.2237314436358, 1257 = 6.64480502191954,
1258 = 8.28955934059708, 1259 =
3.45964604972259, 1260 = 5.94145087731226,
1261 = 16.0316530199748, 1262 =
-14.2405673952972, 1263 = -16.1049516869862,
1265 = -4.88705917491835, 1266 =
-0.762375247537687, 1267 = 5.87447316192046,
1268 = 10.9278497060836, 1270 =
-3.77531596326988, 1271 = -10.4694275917322,
1272 = -6.87444791504494, 1273 =
1.90841586347391, 1275 = 2.75523531334849,
1276 = 9.49589011075728, 1277 =
-13.1400877630124, 1278 = -17.3802056603226,
1279 = -9.00982326158659, 1280 =
-9.82035919440764, 1281 = -12.9753153712975,
1282 = -9.02211593781639, 1283 =
-5.97232073703102, 1284 = -7.7962953157388,
1285 = 8.72603786942993, 1286 =
-5.23168884070031, 1287 = 8.2668188863191,
1288 = -7.14313783557506, 1290 =
-24.6549913899794, 1291 = -8.91677992621221,
1292 = -11.5790358180105, 1293 =
-0.664169909890619, 1294 = -10.9250888102148,
1296 = -14.8879116057255, 1297 =
-10.4564638609503, 1298 = -8.45066991252884,
1299 = 1.64275511687447, 1300 =
-8.37038122587779, 1302 = 6.72839730821214,
1303 = -7.50475804750736, 1304 =
8.41315390845541, 1305 = 13.3845495751714,
1307 = 13.4596244072941, 1309 =
-5.73151198467024, 1310 = 13.2988839277366,
1312 = 2.35589283433321, 1313 =
-3.65039816114202, 1315 = -1.5552740907706,
1316 = 5.90714461364629, 1317 =
-11.477094598041, 1318 = -18.9223256170605,
1319 = -6.34833947825305, 1321 =
-5.66097602264366, 1322 = 3.00847705900919,
1323 = -6.0484197965279, 1324 =
-4.57518905669858, 1326 = 6.02334287056326,
1328 = -11.88528660134, 1329 =
-18.9035816922711, 1331 = -11.3161535073157,
1332 = -11.641639156373, 1333 =
-11.0070835407719, 1335 = 11.9724922805258,
1336 = 0.318592916526617, 1337 =
7.92481535243173, 1338 = 6.58772902271798,
1352 = -28.8080567294764, 1353 =
-2.26162531087616, 1354 = -1.24929795411945,
1355 = 4.95318337842462, 1356 =
3.23606464406351, 1357 = 15.2298092440205,
1358 = 27.2059278903247, 1359 =
-2.65952271805837, 1360 = 13.1615312585301,
1361 = 11.1684689922286, 1362 =
-0.952282383001581, 1363 = 9.64867012077255,
1365 = -10.1560420157646, 1366 =
-10.8056741058947, 1367 = -11.0264444750447,
1368 = -11.2321076214819, 1369 =
-9.91412287904703, 1371 = 14.9448049281089,
1372 = 11.9926871345381, 1374 =
0.943058671366348, 1376 = 6.1639774814385,
1377 = 4.58000898503316, 1379 =
-1.2921053013931, 1380 = -16.4597275677582,
1381 = 9.64667601456333, 1382 =
1.97392661544889, 1384 = 10.3722161834809,
1385 = 12.930115446924, 1386 =
-2.2263847529505, 1387 = 6.31898965574031,
1388 = 6.83957591671674, 1389 =
0.654168489279826, 1391 = -2.30026349171429,
1392 = -0.615713071579177, 1398 =
-20.9537105440847, 1399 = 16.53925148517, 1400
= 21.7398797713078, 1409 = -6.82825952518756,
1410 = -2.93448536699542, 1411 =
5.60868876349955, 1412 = 2.96771400960911,
1414 = 15.2288534599637, 1416 =
9.53637093635823, 1417 = 5.36208481058009,
1418 = 4.9968005918463, 1419 =
-2.42807619053335, 1420 = -16.2504402923313,
1421 = 1.89221173703873, 1422 =
8.73082516746697, 1423 = 13.1321151458686,
1424 = -1.28899949604236, 1425 =
5.37906749053542, 1426 = -8.47593264216282,
1427 = 2.00849304396112, 1428 =
7.66976044301291, 1430 = 0.216828334374427,
1431 = 18.8668356850544, 1432 =
22.0145522363879, 1433 = 19.804673292527, 1434
= 1.09021671024742, 1437 = 7.05146642818547,
1438 = 10.8313665389352, 1439 =
0.589842071270173, 1440 = 14.678222905102,
1441 = 16.2302012290697, 1443 =
21.0989307855444, 1444 = 8.75534527265399,
1445 = 13.3558334055609, 1447 =
4.89286986770805, 1448 = 17.1304724979825,
1449 = 18.4574285061529, 1450 =
8.70271457227724, 1451 = 22.7633865406149,
1452 = 17.6217257122037, 1454 =
-6.86892709310305, 1455 = 8.45316763754604,
1457 = 2.29495107238708, 1458 =
8.42721547477476, 1459 = -0.664810599868112,
1461 = 7.58520583379901, 1462 =
12.833486366207, 1463 = 2.17300423442629, 1465
= 5.01089807072869, 1466 = 9.66889786073659,
1467 = 10.3502687675514, 1468 =
6.2915268377796, 1469 = -8.61221515960132,
1470 = 3.94465686032538, 1471 =
7.28079251508342, 1472 = 5.5952345869909, 1473
= -1.69433521556329, 1474 = 0.38108136934754,
1476 = -5.97309784045409, 1477 =
-2.71445455593113, 1478 = 2.93940588661935,
1479 = 15.5360404090709, 1480 =
0.776623932154354, 1481 = -1.24382055939533,
1482 = 6.55516086218599, 1484 =
-0.115916234984787, 1485 = -4.26959350734973,
1486 = 5.97939971138492, 1487 =
16.5135720116606, 1488 = 7.67683461210995,
1489 = 6.22942683458843, 1491 =
2.71716305312641, 1492 = 7.70558806866809,
1493 = 8.33415365003655, 1494 =
8.1048215133351, 1495 = 12.5555197961957, 1503
= 10.2222509242357, 1504 = -10.3185280480885,
1505 = -21.307736832154, 1506 =
-12.9976429935504, 1507 = 8.10080200454597,
1508 = -25.8652898830278, 1509 =
-6.37707028902816, 1510 = -12.6014434742475,
1511 = -10.9515514395322, 1514 =
8.99105831990219, 1515 = 14.9037899620861,
1517 = 9.04609864108357, 1518 =
26.1943782484038, 1520 = -1.67113786909021,
1521 = -8.90587636703172, 1522 =
-13.9860943433218, 1523 = -19.0626491197799,
1524 = -23.5501596469623, 1525 =
-28.9811241654324, 1526 = -16.1854741916806,
1527 = -11.3801139263854, 1528 =
-11.2061527752318, 1529 = -16.262956467343,
1530 = 2.37976312058403, 1531 =
-11.3096436356505, 1532 = -17.8865922592516,
1533 = 3.38977377239769, 1534 =
3.0738757523054, 1535 = -27.2059935456558,
1536 = -5.40301477381551, 1537 =
-18.5203517795294, 1538 = -13.9965423846319,
1539 = -8.69446685495315, 1540 =
-12.9716323483791, 1541 = 0.236025518182239,
1543 = -11.7037427396918, 1544 =
-16.2412640250675, 1546 = -12.2638811767766,
1547 = -19.824140849621, 1548 =
5.47282467636782, 1549 = -10.5803705353122,
1551 = 6.52843181778224, 1552 =
22.8317320044262, 1553 = 22.6755218848265,
1554 = 11.1999812401813, 1555 =
5.7765609676756, 1556 = 6.55657688054757, 1557
= -14.7892517753068, 1558 = -2.44812942734521,
1559 = -19.8313941107108, 1560 =
-9.1198287268537, 1562 = -18.3993071012548,
1564 = -6.4408167730213, 1565 =
-8.79956125545966, 1566 = -9.95167686511507,
1568 = 11.5442713499289, 1569 =
-2.4107330462342, 1570 = 5.52857789238442,
1571 = -14.3689270825615, 1572 =
-7.76615204894403, 1573 = -9.7923878049857,
1574 = -5.51435667452818, 1575 =
-13.5845425915904, 1576 = -0.616580087561141,
1577 = -0.780397655461723, 1578 =
6.43720768178696, 1579 = 20.4679272115765,
1580 = 16.8859202800056, 1582 =
9.86704260877379, 1583 = 9.06343232041795,
1586 = -13.592950998612, 1587 =
-2.4167284650602, 1609 = 5.25668675256191,
1610 = 14.7353826985533, 1611 =
6.5013254193542, 1617 = 6.98055740254754, 1619
= -1.36130073516186, 1620 = 8.87353296188268,
1622 = 23.974349940309, 1623 =
27.1916449695113, 1626 = -13.9451082466259,
1627 = -7.55382194084568, 1628 =
-14.8108222407179, 1629 = -18.6407034728021,
1630 = -18.0556034576698, 1631 =
-6.40549582421739, 1633 = -23.6155586370475,
1636 = -20.9630841805089, 1637 =
-3.1002601940497, 1638 = -3.62893719163277,
1641 = -9.14600894645257, 1642 =
-12.6374620671467, 1643 = -22.7691315923104,
1644 = -14.2988971426917, 1646 =
-16.1810891586037, 1647 = -2.56747999286545,
1648 = -6.60273863626501, 1649 =
-0.402843296223629, 1650 = -11.6569181476467,
1651 = 5.08510003836137, 1653 =
-9.43570120863655, 1654 = 10.8224676087562,
1655 = 2.88032022120299, 1656 =
-6.40292938009303, 1657 = -1.76274390147146,
1658 = -3.78196820563125, 1660 =
-18.9052502616649, 1661 = 3.34752490636498,
1663 = 21.3723651333476, 1664 =
12.3304742432683, 1665 = 11.1109394681801,
1666 = -7.17618749484542, 1667 =
-3.23742285395244, 1669 = 3.09342186014859,
1671 = 4.38090259002033, 1672 =
13.1148559255238, 1673 = 3.61504031256568,
1674 = 3.47588329244209, 1675 =
-9.42485420924459, 1676 = 1.80124483040069,
1677 = -9.10603426616193, 1678 =
-3.2485601099645, 1679 = 7.06922811108881,
1681 = -5.06566505787075, 1682 =
-13.0640999419431, 1683 = -2.17552803622325,
1686 = 7.26791611091934, 1687 =
0.590450077976369, 1688 = -12.3817130044786,
1689 = -3.48490911459082, 1690 =
-14.048383914646, 1691 = -16.8997334602669,
1692 = 1.32383974839318, 1694 =
5.78242774180991, 1695 = -5.57254306308786,
1696 = -3.62859049677704, 1697 =
-4.04648700857264, 1716 = 16.4114466954504,
1717 = 23.5464369216036, 1725 =
9.83234550878231, 1727 = -2.48755588450229,
1728 = -3.81942578364584, 1729 =
-4.80145257190853, 1730 = -8.72234392650048,
1731 = -13.0685059638769, 1733 =
-12.7905201531345, 1734 = -7.23499168239859,
1735 = 0.292141599557587, 1736 =
-16.1701752210385, 1737 = -7.17037784196797,
1738 = -2.78205999683328, 1739 =
5.39604853585446, 1742 = -3.70685697356843,
1743 = -9.77159696705168, 1745 =
4.01843861242527, 1746 = 4.41688607478417,
1749 = 0.207251103728615, 1750 =
1.99507622775262, 1751 = 5.17449054570461,
1753 = -7.38616259909401, 1754 =
2.33780644796275, 1756 = -1.62706910948863,
1759 = 1.60579293534768, 1760 =
-11.6806671162599, 1761 = -23.1228910286235,
1762 = -3.11488456089325, 1763 =
-8.82177089355713, 1764 = -26.0901845603889,
1765 = -12.9109111371181, 1766 =
-23.7218494755514, 1768 = -3.62320051811013,
1769 = -8.41957594744923, 1770 =
10.1799565120722, 1772 = 4.66620737849265,
1773 = 20.9296428441613, 1775 =
14.8803204699853, 1777 = 17.505286641103, 1779
= 7.07542646294987, 1780 = 12.3906189287447,
1781 = 12.7226978782761, 1782 =
27.9327717900249, 1783 = 6.61825104776372,
1784 = 10.2113057986264, 1785 =
16.5908670275395, 1786 = 10.8461185111612,
1787 = 2.94858149577021, 1790 =
-12.2158201076026, 1791 = -1.18741595118426,
1792 = 3.96604710269697, 1793 =
-17.4163992458116, 1794 = -15.7871531785753,
1795 = -5.11736506787239, 1796 =
-6.21381600199993, 1797 = 8.93470472565764,
1798 = 8.03316790871324, 1799 =
9.92078695287259, 1801 = 8.08548052550261,
1802 = -6.25685013248409, 1803 =
1.22728576022331, 1804 = 3.60559435544451,
1805 = -6.20537810406994, 1806 =
4.69686223933976, 1807 = -5.8936317156902,
1808 = -0.754857613076218, 1809 =
1.29775419277851, 1831 = -7.40234582136208,
1832 = -6.91028135712477, 1833 =
-2.4489828093986, 1836 = -10.7439031933525,
1837 = 7.05562711966467, 1839 =
-7.58634143154013, 1840 = 9.52482038828089,
1841 = -16.5135984911753, 1842 =
-13.2051719127979, 1843 = 1.90159222603973,
1844 = -2.77150649116381, 1845 =
8.08107623088385, 1847 = -23.6376282174483,
1848 = 6.42630120798958, 1850 =
-5.94640292552517, 1851 = 6.70441014110872,
1852 = 4.00596319830337, 1853 =
-10.7935387789878, 1854 = -14.0389398575184,
1855 = -2.15058578991253, 1856 =
7.50963059565852, 1857 = -6.89059371824422,
1859 = -6.76977846334652, 1861 =
-6.27437931366795, 1862 = -14.776506452609,
1863 = 6.23729849305254, 1864 =
1.70207896750881, 1865 = -12.5905272372794,
1867 = -19.5231628611601, 1868 =
-14.5911940539524, 1869 = -13.2125853936846,
1870 = -2.69269846472435, 1871 =
-13.5243925545992, 1872 = -8.29026055963903,
1873 = -9.00718063743173, 1877 =
-1.18233436506538, 1878 = -4.48275369276636,
1880 = -14.2968588145241, 1881 =
-2.80175132971573, 1882 = -12.9275842527983,
1884 = -6.98268252900216, 1885 =
-1.91056714058598, 1886 = -13.4153120565346,
1887 = -10.624686160947, 1888 =
-0.872688899107457, 1889 = 15.4180110747321,
1890 = -0.131441121291716, 1893 =
-9.52446789736442, 1894 = -8.11909822169152,
1912 = 5.50509546255526, 1913 =
6.09253289284121, 1922 = 15.0418479326632,
1923 = 17.234912838868, 1924 =
7.08110761845185, 1925 = 5.12395761038803,
1926 = 8.52710623551063, 1928 =
6.49466020170806, 1930 = 8.99066114113579,
1933 = 7.56820475341172, 1934 =
5.98970598909849, 1935 = -0.23420738052502,
1936 = 11.0565910555899, 1937 =
11.8541781613728, 1938 = -3.64208024477129,
1939 = -8.77183264376471, 1940 =
0.243676625697161, 1941 = -3.51586584776208,
1942 = 24.3542235593712, 1943 =
20.5806636563474, 1944 = 8.83386457072247,
1946 = 20.112106710932, 1947 =
9.90129346018523, 1948 = 1.98418873468806,
1949 = -8.44848929380804, 1950 =
0.975136906962247, 1951 = 3.93516569179312,
1953 = -12.4107421394984, 1954 =
-5.37585924395392, 1955 = -20.9912289710481,
1956 = -10.080859282033, 1957 =
-8.50868049107977, 1958 = -15.5094969929407,
1959 = 9.70158792224347, 1960 =
14.8625057197246, 1962 = 15.3679145642125,
1963 = -1.57738655446436, 1964 =
-10.1688286045242, 1966 = 2.39080708224254,
1967 = 4.81266141520439, 1968 =
0.0635122542780485, 1969 = -0.212426476893851,
1970 = 4.34851283365833, 1972 =
12.2657205351474, 1973 = 19.6640192454265,
1974 = 17.5705179679623, 1976 =
14.4723141473644, 1977 = 2.78731017626872,
1978 = 13.9963337807642, 1979 =
-7.55485427744372, 1980 = -0.942888924575313,
1981 = -0.616323724529322, 1982 =
0.480336141826109, 1983 = 4.10120686437244,
1984 = 7.93307643600634, 1985 =
-10.3808027405014, 1986 = 5.48917162929748,
1987 = 4.41868859479782, 1988 =
-4.50060518695603, 1989 = -9.51423287929493,
1992 = 4.23288911862197, 1993 =
11.4169430990017, 1994 = 0.833487399966152,
1996 = 16.4414529999365, 1997 =
-11.0329358018959, 1998 = -5.73577268140866,
1999 = -6.46081595560395, 2000 =
5.39914788708813, 2001 = 0.484097555111094,
2002 = -3.17962810324588, 2003 =
1.13790315095778, 2004 = 3.73700366330159,
2005 = 7.71173717890126, 2006 =
16.8464281335915, 2007 = 0.846548749561898,
2008 = 0.469215135360007, 2010 =
-1.85301718909369, 2011 = 0.1166225364852,
2034 = -19.9874405775417, 2035 =
5.81262004539815, 2036 = 7.73141778632289,
2045 = 0.162270394413421, 2046 =
-12.5522116928051, 2048 = 9.22490582408398,
2049 = -4.82090458419594, 2050 =
-2.8174908421592, 2051 = 13.0670654954066,
2052 = -8.98162924746769, 2053 =
-1.79806735576763, 2054 = 3.01005352647414,
2055 = -1.57773436488339, 2056 =
2.67805453620135, 2057 = -15.5843246638106,
2058 = -5.58565666215352, 2059 =
16.1138449596691, 2060 = 3.38584776120659,
2062 = 8.48283202399138, 2063 =
24.1418188525799, 2064 = -0.295649418110041,
2065 = 3.18714564121098, 2066 =
13.990082229409, 2067 = 17.8534738713647, 2068
= 9.48238034250111, 2069 = -0.519854857749573,
2070 = -5.22754889092966, 2071 =
15.1834655437482, 2072 = 0.538002836618681,
2074 = 27.8787225640989, 2075 =
29.7684112735215, 2076 = 19.2383999376182,
2077 = 2.53109965345481, 2078 =
-1.5737762165727, 2079 = 14.5957857280448,
2080 = 3.49996018859811, 2083 =
1.09250116267256, 2084 = -10.4687172111966,
2085 = -9.52614257682269, 2086 =
-2.24632418714227, 2087 = 8.05918831880125,
2089 = -4.18669142874155, 2091 =
9.94857314238695, 2092 = 3.29625151084502,
2094 = 19.9229924671524, 2096 =
9.0540725809017, 2098 = 25.6251015305679, 2100
= -6.22871794782393, 2101 = 2.70174227364546,
2102 = 3.45010195256377, 2103 =
7.49181311020506, 2104 = 4.78516125565932,
2105 = 2.21001264097827, 2108 =
-2.95025884407018, 2109 = 3.26194729881623,
2110 = 9.77259426240206, 2112 =
-6.03171203993526, 2113 = 3.6940877355402,
2114 = 1.11657060438668, 2115 =
-3.6922328533815, 2116 = 2.40901955178331,
2117 = -10.3147957149442, 2118 =
2.63810696165722, 2119 = -17.5799577616535,
2120 = -4.6049581347384, 2121 =
-4.14096799268547, 2122 = 4.65446219881067,
2123 = -3.88321734547759, 2124 =
4.50223507471103, 2125 = 8.44347723003693,
2126 = -6.17670551752627, 2127 =
-3.30626233724907, 2128 = -7.05835047775977,
2129 = 6.24058107706147, 2130 =
10.1175106613559, 2131 = 14.7749981084082,
2132 = -7.74913178282816, 2134 =
21.6781001254125, 2135 = 2.63016320804311,
2139 = -11.4019053255732, 2140 =
-2.26808507304164, 2142 = -4.3432802634206,
2144 = -15.7054439572728, 2145 =
-13.2617773232912, 2147 = -18.0989722192653,
2148 = -11.5796947698852, 2149 =
-18.8020889748223, 2150 = -9.48183946071631,
2151 = -4.51897323531365, 2152 =
2.2278792826242, 2153 = 4.28224966656731, 2155
= -1.64449832343037, 2156 = 3.47717679156737,
2157 = -7.7344464666957, 2158 =
-1.90341228940232, 2159 = -16.7605462198422,
2160 = 4.71328768370077, 2162 =
2.01164563663749, 2163 = 4.68169701527904,
2164 = -4.53914246563462, 2165 =
-1.48600332151491, 2166 = 7.77672675969125,
2167 = -8.8021910876297, 2168 =
-2.92486374884761, 2169 = -24.3941909923957,
2170 = 3.60690161962105, 2171 =
-9.03111975136139, 2172 = -8.90392808888453,
2174 = 9.76550625410359, 2175 =
-0.562796805142255, 2176 = 4.95056535280716,
2179 = -5.9956794137685, 2180 =
0.203527929392353, 2181 = -1.20084323325711,
2182 = -0.0220051710964617, 2183 =
-11.5542886215696, 2184 = -12.8162977306845,
2186 = -15.5583834049831, 2187 =
7.63946300170572, 2188 = -7.03574127184796,
2189 = 5.1068025718116, 2193 =
-14.0539010563361, 2194 = -4.61154634238733,
2195 = -8.5242450949209, 2196 =
-1.0534050300267, 2197 = -6.59491304142924,
2198 = -5.40416963040261, 2199 =
10.5778315713081, 2200 = -4.35969910873573,
2201 = 2.19539761610195, 2202 =
2.06983941915285, 2209 = -16.6884074459541,
2210 = -3.4385298481769, 2211 =
-2.00212555169904, 2212 = -1.5601562458165,
2213 = -0.862010135274565, 2214 =
-2.68026446435351, 2215 = 8.94564022977845,
2216 = -9.03877533963085, 2217 =
1.60911463635699, 2218 = 2.20909415117615,
2243 = -11.2192261156829, 2244 =
0.0284567911585751, 2245 = 2.14902657225987,
2247 = 7.68669075805034, 2248 =
-8.80163013248126, 2250 = 6.19844449741442,
2251 = 12.8485468775065, 2252 =
-4.88181066070941, 2253 = 0.197410057538417,
2255 = -4.83937742933707, 2256 =
0.136958544784007, 2257 = 1.05518768600654,
2258 = -7.64936852549133, 2259 =
8.68661444561556, 2260 = 3.24310837471718,
2261 = 1.39712588379006, 2262 =
-6.60320457428655, 2263 = -10.1844180884887,
2264 = 12.5644535960209, 2266 =
10.8923579568054, 2267 = -4.41763471739383,
2268 = -8.17194111467879, 2269 =
-7.41950435676994, 2270 = -3.48052620097675,
2271 = 5.58727606656077, 2272 =
5.75232879709127, 2273 = -10.3127050244968,
2274 = 13.8035552964918, 2275 =
-8.15301212746366)
|
| effects |
c((Intercept) = -3111.49094105508, TEAM_BATTING_1B =
82.5545326398787, TEAM_BATTING_2B = 105.03922161907, TEAM_BATTING_3B =
-26.3738769717713, TEAM_BATTING_HR = -180.507607923613, TEAM_BATTING_BB
= 115.037677178066, TEAM_BATTING_SO = 17.3223629933224, TEAM_BASERUN_SB
= 118.702667605609, TEAM_PITCHING_H = -17.5462299868861,
TEAM_PITCHING_BB = 2.68716275047347, TEAM_PITCHING_SO =
18.7463667878924, TEAM_FIELDING_E = -132.468873718363, TEAM_FIELDING_DP
= -81.1284721947024, -0.704204926749411, -11.7680720426155,
1.32722032849633, 5.34724873641918, 3.15246672656393, 8.61998812943847,
0.869414242661549, -9.5096336497717, 1.55524006435617, 12.5766808853111,
6.77208845465125, 3.68617256372295, -8.29344031585058,
-14.4870261916093, -4.77533847936289, -12.7907478591498,
-3.60913839617061, 5.75170341758624, -6.73507189859734,
-5.51204523422125, -7.02364053304523, 12.1276109671577,
-9.41441914120665, -1.51723068771645, 5.64583979657082,
-16.0903452764862, -0.0664847397025321, 1.1938052075431,
-0.234314660123113, -18.5403929097674, -5.33654340406924,
-2.3084521556184, -18.3827265211533, 10.4449214682763,
-2.32226744415898, -12.7458238082978, -2.42709538945015,
30.0077087692374, -0.192335961065982, -8.38199798727807,
-13.1114871949272, -9.63547852921312, -8.30147034916373,
-20.1844351952608, -11.8260401628996, -13.8294264789401,
-3.1756178940696, -20.2402947921535, -16.247273249498,
-4.87531179118023, -4.9331055364155, 7.90725583466316,
-30.5544753757173, 8.43343961230207, 13.2592442202645, 3.09839976091131,
-4.78081164542791, 7.80940324686293, 7.1769953875673,
-0.647415385186144, 3.19082828841937, -3.51275958729567,
-4.04696558179142, 10.9301119586938, 2.74545727560138, 2.03655985076057,
4.98494259020473, -1.25882804445685, 1.49868199948929, 6.48749137130181,
7.91090474851748, 8.90231874371101, -0.206589893711875,
0.940218810157412, 6.16537790440475, -10.494656254201,
-4.26871196371066, -14.2430424054901, 7.95604521078762,
-4.79825355559186, -1.85804945163083, -14.76945235817,
-6.85480713722071, 13.5740414235616, -0.157197389384955,
9.51999412797539, 1.39552141415015, 3.5457056161223, -2.85934183274021,
0.520351416761097, -14.7248937546012, -14.0523515662407,
-8.88033848828086, 7.42204568749232, 8.90947238159293, 15.8094423463722,
16.4295834553174, 11.4845237109196, 13.6201724588036, 16.5060967059038,
10.0740090522627, 6.50303844181033, 15.6363161452405, 7.40702493144742,
-4.02776269811496, 20.0966750153658, 1.62987937615823,
-3.97812051624627, 11.33520450702, 7.16823083860005, 5.6285556132463,
-9.12776240260011, -8.478884805809, 0.0648749160558577,
-4.09546158615774, -7.5150265059308, -5.92477903684863,
3.64184464511294, -10.3945655389064, -3.89280326790603,
-13.3478297082121, -19.5817158094019, -0.43579793058369,
-7.91122889970694, -21.2221334026427, -32.1079212611475,
-8.8052551725712, -14.7237843035693, 3.05274285448817, 20.8294364409468,
12.0390138897471, -0.263877730608392, -16.8367371072186,
-19.0275387273583, -10.9572178345645, -11.5632699883729,
-2.3855265328002, -13.5517300496313, -6.80564596822408,
-1.34509776428812, 2.3186076930793, 7.91084426080261, 17.4755853562167,
-0.741608887316639, 18.3861429268861, 18.7462227941542,
14.4065689282472, -1.61948945582986, 15.9960933332601, 16.4079587218316,
17.4054879662196, 16.1511902037112, 12.8569785123769, 7.08125275970849,
10.3097411775366, 8.39608341322541, 19.7203453645155, 12.7625336530958,
19.2504871028944, 11.3669199923627, 13.4155973385797, 3.59995785291554,
14.3626429452429, 6.26288863413874, -3.24422426655864, -18.017281510946,
-6.39259338956599, -12.4799712144373, 2.6282786678708,
-2.00426118282503, -12.4002506964418, -7.99229641445201,
10.344153586512, -11.7460895063052, -11.968006528639, -14.7431209475979,
-4.00665769856139, -7.80350399682926, 7.58556632053315,
1.67945611576352, 12.3901743216207, 7.19611589265214, 3.28700861089596,
17.2787000349121, 20.3976509672469, -4.09771043345694, 15.7706050805342,
19.4097505348705, 12.4649881970597, -6.4135577114383, -6.90254356798952,
-0.131556905072703, -0.718078969659175, -15.0735869305762,
-20.1312817413166, -13.2920077635306, -13.3603231467038,
-4.33493370567562, -10.8123046770188, -16.8694746916806,
-5.61151032574922, -3.70708632750939, -2.06184151723701,
-8.4864005183112, -4.62903464706439, 10.4132252987042, 2.18404704180814,
3.45998514003545, 5.68734707436954, 0.288284640262751, 10.7493391950161,
-2.41928342295254, 8.19736190629473, 7.56706097823332, 17.0298445888163,
-7.58294523762193, 7.88292535991457, 6.25224208968854,
-7.30358685861444, -3.16306019792896, -0.593361700920121,
12.5143803655067, 13.6517547264462, 6.3213807678709, 5.44327964988172,
3.48797287350309, 5.46879876394823, 11.2493237720538,
0.0454411157585922, 13.9596264761949, 7.70317930955801,
7.34487010673672, 9.72850584688607, 1.30148894489867, -1.60687295614352,
-10.3022653798337, 4.22733995778204, -0.0395349079372003,
11.6654886055781, -5.37241645758477, 1.21486139107521, 3.47398840424499,
6.52349546941355, 0.278028860768878, 2.14830931631186, 7.49020919093983,
-3.51258037160113, 8.79598916235645, 1.99584421623567, 3.95074572845237,
-5.34919714865587, 17.4194808438578, -5.99346009549128,
17.4444158336011, 7.04522245828021, 14.3700079839585, 5.91626963584296,
9.01410214553832, 6.3358480434149, 17.9546275552087, 4.5924975934449,
-12.3264801586077, 7.58088943093789, -7.21387635105531, 9.66755816741,
12.8976060902187, 11.5151560336051, -3.02277967774262, 5.88537861053427,
19.9855176605289, 11.9304901242091, 25.1953522135456, 4.39722232123441,
8.80840764077912, 6.64339462656483, 5.58314914376156, 4.42601768529031,
1.18521033285685, -2.42330639570682, 12.6143409663053, 6.30585597742688,
1.15910082759969, -5.65217712981013, -3.50336880937267,
-8.36616709020303, 1.64006994245936, -12.0249838654657,
-13.8104110230246, -4.5068763220245, -16.7536658836144,
-6.8116045268501, -5.51173148590999, -17.397793815721,
-17.9176346606006, 6.77436465626716, 13.6353926612037,
-2.98897858255849, 3.36822564768944, 6.40672979924495, 5.52908545304716,
-9.53941041407094, -1.09305670877705, 4.94236161421928,
-1.52088458711559, 2.32112997208017, -11.2827409547653,
7.94619904748091, -8.38340836097387, -3.79523689486071,
7.48821852298912, -7.21472758960066, -7.35976541139803,
-6.48932568917135, -2.54188999582195, -3.51680525035587,
-13.7434476766894, -20.6086754631611, -12.1798098826281,
14.123031003221, -0.929885067764037, -1.95781260806488,
18.3359888352223, 8.34681559124417, 7.53153049978292, 13.5333262721913,
1.66487313085729, 10.4296609211085, 14.2607390970142, -9.39544861295108,
9.96922381396003, -14.9575965458567, -13.1370269035327,
1.25510519660776, -1.33621959289474, -5.26200819292543,
-4.71932189743524, -15.1263363179151, -13.8641579001612,
-14.5352153320937, -10.1919353747084, -17.85881434108,
-6.12781448300676, 0.0233611892260255, 7.78630689482357,
1.5242581416833, 3.76412173164579, 6.46895803929644, 1.4538454832077,
8.97169424932403, 6.59782435257892, 2.79484499582921, 9.3890647891206,
-19.6592280413768, -15.7241718891543, -2.62250287171474,
4.36661942654253, 7.66029513642138, 6.7832874232905, 7.47307434001061,
0.187830655256106, 8.02420601391046, 1.59496758833515, 12.3924565907231,
-6.66967826308701, -1.55138896761661, 18.5347665664663,
10.4970794491703, 16.5021475277468, -5.83346215018388, 3.4760850744817,
8.44474036123753, -5.59780587382548, -9.59786755204593,
-2.78983930036789, 3.97293095183469, 3.82059787309887, 11.3778485216397,
3.03029914279628, -7.66065744782198, 1.47086472827375,
-0.966628452961781, 16.970607724093, -2.86104605504786,
-10.4880226696436, -17.9219377458188, -12.291923494519,
-7.66421634523509, -10.6080593950784, 7.95286420518311,
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-2.23904055259463, -10.4517070709741, 1.77002943070093,
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-1.05751357530621, 8.98356185430555, 0.371873093143359,
-0.874699078332608, 8.00367019058778, -17.4523692002069,
-16.4179218410034, -5.69338780336131, -13.6177156572554,
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-1.52221301089955, -11.8132292680928, 8.0719964863566, 19.0049578482163,
14.7271780015114, 22.5645218646166, -4.91679761984718, 4.106527042916,
-5.41630516791883, -5.65258852213009, -8.99511604303669,
-6.48386303771004, -7.58089574143089, -4.44951924577244,
-5.09392386308965, -9.19747104764685, 14.4030592877716,
14.9740630334027, 14.3682200269606, -3.57434761711411,
-2.14804334528675, 10.48528038531, 16.926276664421, 12.5845380803851,
11.3311892281766, 17.7613430286818, -2.41695459730421,
-9.80505056612624, 9.06131493609709, 20.9623827902569,
-13.4938384463004, -8.50405822542355, -11.1144032994326,
5.30821792945103, 0.669671846146502, -6.90341665605375,
5.66875646147823, -5.85726460780861, 3.87010929662936, 4.45966294782355,
-8.33626823749953, -8.82702934845317, 0.752106094822841,
-3.59907499105403, -8.59967251299806, -4.63640821815056,
-8.02150531916382, -3.05826850452092, -2.65825247338522,
3.79294503249429, 20.793126491177, 16.304231388609, 15.4737457839252,
-12.5027235580339, 10.0778964910462, 20.652648860566, 5.80576741311303,
11.1387291896068, 9.70866962874689, -0.548125484896653,
0.737637125173534, -9.38194692189575, -7.28380473734784,
19.0871449997936, 4.88745130449792, 1.39311481712072, 5.73974583096256,
-3.83018534574279, -2.25996804053185, 7.02199359482321,
14.4242654251624, -7.25103466261402, 6.27708592730895, 16.6184656327642,
7.21641594631753, -2.72683120537707, 2.42389194054814, 5.25111068847649,
2.14525555530862, 12.5011359492468, 14.5784693102562, 27.3467581032328,
8.92481200484764, 8.70030143879044, 7.20318344571025, 13.094065689676,
-3.52671111178545, 6.59439713381218, 4.75319296355511, 1.18444246536198,
4.39190073772924, 2.79846678777875, 14.5481835893747, -11.2347096051002,
0.839001250410499, -9.4175102722341, -6.06294591119412,
3.61503112895175, 3.01001178868554, -11.8187707885319,
-7.96526836166121, -12.8403005479888, -8.00655659567344,
-9.38038126637666, -10.1157451189714, -17.7408857438082,
-1.54379131191359, -24.2519827616397, -0.873667485070613,
-4.31232662653037, -2.83434438294092, -10.1088508426832,
-5.00661806936687, -3.68375628523029, 1.47996986331838,
-6.06661337291424, -2.19256854441028, -0.513695370227383,
-4.2218671733627, -1.50375683906221, -5.99455932167696,
12.5441511577318, 1.36578245431217, -13.0756053013665,
-13.1932211318493, -7.05976338002588, -8.14254583702687,
-9.97165657761708, -16.4750835061727, -24.4571619729928,
-5.90787337538714, -14.1218368969591, -8.44484759692626,
-4.92427912542015, 20.8596963973181, 1.86626224457462, 1.19278132786331,
-11.3697463645453, 3.13925420792014, -16.430137816782, -10.651494532398,
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5.70251583370404, -10.0016126568733, 12.5891876238005,
-8.85647393742717)
|
c((Intercept) = -3111.49094105508, TEAM_BATTING_1B =
82.5545326398787, TEAM_BATTING_2B = 105.03922161907, TEAM_BATTING_3B =
-26.3738769717713, TEAM_BATTING_HR = -180.507607923613, TEAM_BATTING_BB
= 115.037677178066, TEAM_BATTING_SO = 17.3223629933224, TEAM_BASERUN_SB
= 118.702667605609, TEAM_PITCHING_H = -17.5462299868861,
TEAM_PITCHING_BB = 2.68716275047347, TEAM_FIELDING_E =
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-7.65134992874621)
|
| rank | 13 | 12 |
| fitted.values |
c(2 = 72.3243409376883, 3 = 72.8751227031249,
4 = 65.3504478358843, 6 = 70.9212782333157,
7 = 71.2598786506894, 8 = 71.7983210309877,
9 = 72.7807858178998, 11 = 66.7764435863928,
12 = 76.5095269566748, 13 = 77.7541085402432,
14 = 70.6974460900077, 15 = 84.7821504973118,
16 = 81.4004721846169, 17 = 88.9126068957296,
18 = 77.7143973034549, 19 = 72.0367701413789,
20 = 88.4752622664368, 22 = 77.8435524416964,
23 = 82.3684711023159, 24 = 91.9752538088979,
25 = 85.1536412051599, 26 = 73.7375324046468,
27 = 77.8235270363249, 28 = 73.0266514865188,
30 = 68.9453194671172, 31 = 80.3470628832192,
32 = 78.4138995763159, 33 = 90.9339857607236,
34 = 82.1028747125175, 35 = 87.9962252867761,
36 = 79.0947525416274, 37 = 76.4204611024702,
38 = 87.4150038917604, 39 = 81.9918822966702,
40 = 87.6525163299401, 41 = 86.8622198991901,
42 = 93.3391292995485, 43 = 90.0600352800214,
44 = 79.3217262750477, 45 = 99.6992133491552,
47 = 90.4530502751846, 49 = 83.6773087787042,
50 = 68.5378269793281, 51 = 82.174018632744,
52 = 78.3709706475124, 75 = 96.8989559887902,
76 = 76.2702677411491, 84 = 58.0751724523003,
86 = 66.757266148636, 87 = 75.8438307355698,
88 = 70.1907963860418, 90 = 75.9711501404924,
91 = 77.0028080618234, 92 = 79.4323234799018,
93 = 74.9205263683614, 94 = 91.7413582842927,
95 = 75.7821566561871, 96 = 69.3071572799705,
97 = 70.5615549361793, 98 = 77.8213912344068,
101 = 74.4624655013358, 102 = 75.5502195,
103 = 79.4123755695758, 104 =
72.4290426065668, 105 = 73.4545132180956, 108
= 70.564280603982, 109 = 66.491187016857, 110
= 70.3125747857661, 111 = 65.4811905123803,
113 = 70.9885074524301, 117 =
79.2447626425297, 119 = 89.8970315254242, 120
= 80.2915698118344, 121 = 84.389396835483, 122
= 84.3876570719166, 123 = 71.904019444299, 124
= 83.6409338029376, 125 = 85.5283603944442,
127 = 86.4420408087252, 128 =
87.1384342684773, 129 = 87.7066750982537, 130
= 83.8770907378306, 131 = 77.0629041292959,
132 = 79.6866153558707, 133 =
75.9785519991159, 134 = 84.2213227727586, 135
= 75.3532389146185, 136 = 74.6448470568748,
137 = 86.3117181593822, 138 =
77.8285678180648, 139 = 89.7935757329612, 140
= 80.4138875498583, 141 = 71.6600255523334,
142 = 71.9674510135028, 143 =
75.3743366022171, 145 = 73.589578396535, 146 =
67.8667163954225, 147 = 75.1819490424692, 148
= 80.4085744406628, 149 = 87.1904707691321,
150 = 77.0936342581042, 151 =
69.1896351345176, 152 = 71.8403189282732, 153
= 85.2246525066311, 154 = 68.8598529586915,
155 = 73.1077529992074, 156 =
87.0351590695314, 157 = 88.7384281483615, 158
= 88.420529118922, 160 = 83.0808492409583, 161
= 83.7871372381052, 162 = 86.6244173908358,
163 = 89.2420396707238, 164 =
93.5093676967422, 165 = 88.6963167829455, 168
= 79.8300558223194, 169 = 82.4670817527494,
171 = 60.9840407947177, 172 =
74.3195239154162, 174 = 66.3690357679223, 182
= 62.9908940519411, 183 = 62.1050769958924,
184 = 57.8319503554646, 185 =
78.3949628236335, 189 = 89.8436740101746, 190
= 93.1081865355343, 191 = 98.9800764836715,
192 = 83.8690949600758, 193 = 87.967463681319,
195 = 68.7757658451375, 196 =
83.1350018330552, 197 = 78.0547279031958, 198
= 70.0193977251544, 199 = 79.8389376074766,
200 = 79.3633418264115, 201 = 71.410832599876,
202 = 77.5224374284494, 203 =
82.5116494760878, 205 = 77.1193803125579, 206
= 79.302714714972, 207 = 90.1443532516656, 208
= 74.1779403708292, 209 = 73.4180949529626,
210 = 75.348799926635, 211 = 68.8066852847861,
212 = 79.3930883494281, 214 =
75.2821893613482, 215 = 71.8761946357504, 216
= 66.5782573966218, 217 = 69.3815968565902,
218 = 70.4885108470676, 219 =
66.5673830030269, 220 = 74.3881060786853, 221
= 78.9927031205269, 223 = 70.3540529138297,
225 = 77.3672527339292, 226 =
77.1926486997648, 228 = 78.5484140575845, 229
= 75.0856359231855, 230 = 82.9638309272181,
231 = 76.7037439407098, 232 = 74.726861567163,
233 = 93.2334186203415, 234 =
90.9120822117798, 235 = 88.2114702765711, 236
= 70.7914491153076, 237 = 91.3271405923578,
239 = 82.4576043664419, 240 =
80.3130957191699, 241 = 78.6804144715905, 242
= 78.781717136267, 243 = 85.4022646824546, 244
= 89.9001484826155, 245 = 77.5600682969907,
246 = 90.8966995988591, 247 =
84.2398601281867, 248 = 79.063013770373, 249 =
87.3713795619206, 252 = 72.2628225985574, 254
= 83.0906954823131, 255 = 79.3698087332327,
257 = 83.1433730215166, 258 = 91.363165755576,
259 = 92.5641647988612, 260 =
96.4598875895784, 261 = 87.6505147391468, 262
= 91.480364975666, 264 = 86.6697527988343, 265
= 77.8532557131535, 267 = 82.3718943443819,
268 = 81.7379447982107, 270 =
77.6911891774783, 271 = 77.3691136693832, 292
= 75.4184544200205, 300 = 87.2931696302286,
301 = 88.0067471464513, 302 =
88.4596465576016, 303 = 77.9959863658918, 312
= 88.8764896058443, 313 = 80.3193398357105,
315 = 77.4318322555542, 317 =
85.0913689501517, 318 = 85.9815778784126, 319
= 83.8764187189673, 320 = 80.6237692451708,
321 = 65.9457541579888, 322 =
65.3907871782889, 323 = 69.9760542583125, 324
= 67.8584226601897, 325 = 74.0495281437165,
326 = 65.8809420855311, 327 =
65.6104915098731, 328 = 62.0149637350795, 329
= 74.4903048916966, 330 = 85.7981261194528,
331 = 86.2487389873359, 332 =
87.5594288051931, 333 = 90.2432345682294, 334
= 87.0916288505978, 337 = 70.904011836135, 338
= 78.4463057485294, 339 = 70.7006451851863,
340 = 87.5228867526424, 342 = 92.809796043246,
343 = 102.576822227603, 344 =
85.1767430761437, 345 = 72.8568068283864, 346
= 72.6665243570068, 347 = 81.0583811266151,
349 = 78.3439840841372, 350 =
76.6395869270264, 352 = 75.1187046491626, 353
= 79.3456836002891, 357 = 71.4546215173097,
358 = 78.4196053083543, 359 = 72.417166238619,
360 = 80.4495173773718, 361 =
79.5955931156138, 362 = 86.2606578511324, 363
= 79.0524028206882, 364 = 85.0359021857488,
365 = 82.75789100989, 366 = 84.1391398367317,
367 = 84.7072161649665, 368 =
77.3092226312446, 369 = 79.8016594732134, 370
= 76.9884445116051, 371 = 82.7486684009356,
372 = 88.9044666545993, 373 =
79.8379635637077, 378 = 74.3400751696771, 379
= 84.7714093869832, 380 = 90.1553383925411,
381 = 76.3636956444931, 382 =
87.8796305583181, 383 = 87.26644251291, 384 =
84.2253877855516, 385 = 79.6273505958165, 386
= 85.5952063295537, 387 = 98.4799248296372,
389 = 86.0020588748115, 390 =
84.6314874529528, 397 = 76.4868191231716, 398
= 80.1660973588144, 439 = 57.6152817680499,
440 = 67.2656974859177, 441 =
62.5069555984565, 450 = 89.8581433302782, 451
= 83.5100642280243, 452 = 86.4371871785678,
453 = 72.2751470927738, 454 =
63.6624192217265, 455 = 89.0354979504133, 456
= 83.6613852023716, 457 = 81.1825085685117,
460 = 79.0694124985552, 461 =
79.7074811670302, 463 = 80.9647687783538, 464
= 84.1161879334825, 465 = 93.9782344643841,
466 = 98.1690675004167, 467 =
82.3914319328977, 468 = 75.3674314007655, 469
= 80.1785388308881, 470 = 80.6472498417104,
471 = 94.2135439030668, 472 =
87.0579915182671, 473 = 81.5126365947243, 474
= 73.7522942979733, 475 = 69.7629122338126,
476 = 71.4295637535133, 477 =
80.9817231739664, 479 = 91.6634952107451, 480
= 81.0275297999967, 481 = 72.1249150055046,
482 = 72.7662894920964, 484 = 70.60359459221,
485 = 73.2991954703955, 486 =
78.7333744038114, 487 = 78.9363603691773, 488
= 80.5827952370542, 489 = 79.0938769009713,
490 = 78.9153156983738, 492 =
81.5585077703998, 495 = 70.6097280761633, 496
= 75.2010786711325, 499 = 75.4143322891409,
500 = 80.5188806561809, 501 =
77.5841443664356, 502 = 86.5924000777293, 503
= 79.5767918855241, 504 = 82.3624335698826,
505 = 71.5323529250308, 506 =
75.1733322518426, 507 = 76.2506593453912, 509
= 76.0815733626343, 510 = 81.0587067672761,
511 = 77.543855547053, 513 = 83.9538191831031,
515 = 89.0881821857917, 516 =
86.0200505297413, 519 = 80.2513051029995, 520
= 85.263273282852, 521 = 84.1678743838394, 522
= 85.2289523936246, 524 = 73.6697941123151,
525 = 83.1404638752788, 526 =
79.3269899115438, 527 = 81.1149707117934, 530
= 85.4174583874625, 532 = 77.879827191252, 533
= 73.1649625985236, 534 = 89.0142710674916,
535 = 80.6346265779903, 537 =
73.8891178035763, 538 = 83.2714294925511, 541
= 63.0755008118662, 548 = 69.0981669045451,
550 = 96.5419960465951, 551 = 83.729664512115,
552 = 91.7766799048976, 553 =
84.8153518280346, 554 = 91.9443451703356, 555
= 80.4004942351525, 558 = 84.6446676880754,
559 = 84.082727427858, 560 = 89.4235961280086,
561 = 80.7018557798281, 562 =
81.6704903995227, 563 = 79.0545546497723, 564
= 78.3873482591013, 565 = 73.9107313333826,
566 = 64.3428605519697, 568 =
74.1678929998913, 569 = 86.7385232117054, 570
= 89.0508754509571, 571 = 83.4104471437522,
573 = 88.6454144133421, 574 =
82.0302313873615, 575 = 75.7793576036377, 576
= 72.4698983760738, 577 = 78.7385874886871,
578 = 69.2333202934634, 579 =
75.0305389842015, 580 = 69.3283088592994, 582
= 74.7475116577662, 583 = 79.2596629160153,
584 = 88.9097231164878, 585 =
81.8976981948298, 586 = 87.5791401876318, 587
= 93.7429894162803, 588 = 89.499402622745, 589
= 89.5768450839402, 590 = 87.9587173782644,
591 = 85.1771842059003, 592 =
87.5914988314185, 594 = 93.3682651559366, 595
= 87.5188355362036, 598 = 75.9897346770596,
599 = 72.6773189293095, 600 =
72.7729094511029, 602 = 74.0674145785512, 606
= 73.2432743550428, 607 = 72.5772252330084,
608 = 81.145662221236, 611 = 80.7447686847373,
612 = 77.1938132386197, 613 =
67.1666112801383, 615 = 83.3563554678349, 616
= 88.2590527075963, 618 = 82.2149365866503,
619 = 79.4746159134171, 621 =
69.2665012808946, 622 = 69.9898666886035, 623
= 77.3834896006764, 624 = 90.3415438172721,
627 = 105.653669431972, 628 = 95.147327735904,
629 = 97.8054120302415, 630 =
87.8238793760333, 631 = 85.8532770756474, 632
= 87.4806620588005, 633 = 86.7558874424735,
635 = 85.5290062019405, 636 = 90.541934610943,
654 = 74.2731735379998, 661 =
90.2602467643715, 665 = 73.3919847179748, 666
= 75.9177004206827, 669 = 97.3932604938378,
670 = 86.9536655487371, 671 = 85.725291417659,
672 = 91.6469698893492, 673 =
87.5427106819928, 674 = 87.7738220705559, 676
= 80.9466988077724, 677 = 76.7959383677529,
678 = 88.0737711386203, 679 =
79.0355683455322, 680 = 67.3441254553975, 681
= 76.9711913015065, 682 = 64.9673918287332,
683 = 71.8993732107953, 684 =
74.5031420208533, 685 = 79.0974599101934, 686
= 70.3873288356365, 687 = 80.6841222904322,
690 = 75.5050335466919, 691 =
66.7622831019865, 692 = 73.089879433593, 693 =
69.8497302095009, 694 = 67.1003827843127, 695
= 83.2731104295672, 700 = 78.5553497853384,
701 = 80.8473384088776, 702 = 85.994403499133,
703 = 91.6128496490841, 704 =
84.8022745873672, 705 = 83.1719357351597, 706
= 78.8346125310011, 707 = 83.1288971273808,
708 = 82.2741955233397, 710 =
76.8487097800728, 711 = 91.5633802314564, 712
= 78.3603540472809, 713 = 75.3973753585535,
714 = 84.6566003883511, 716 =
87.2057476848781, 717 = 87.5446801290271, 718
= 91.7189197839146, 719 = 105.526980950398,
720 = 98.6336750108073, 722 =
82.3948459712635, 724 = 77.3210607057374, 725
= 75.0806132374795, 726 = 82.8380984759987,
727 = 81.3104484153865, 728 =
85.6064528265551, 729 = 86.0527050785924, 730
= 91.1717496653103, 731 = 83.1035608166208,
732 = 80.4026918961416, 733 =
87.4763375404431, 734 = 86.0988336920302, 735
= 81.1384968182854, 738 = 89.7513627987218,
741 = 94.1357118148736, 742 =
88.4808456134926, 743 = 73.5720713007165, 746
= 79.2022139884281, 747 = 80.1159170102133,
748 = 82.7593627363067, 750 =
67.2094754443058, 751 = 79.3394325676124, 752
= 66.7552843403617, 753 = 74.1420530045973,
760 = 76.8135097286037, 762 =
72.0713735828699, 763 = 71.414094957262, 764 =
73.3328249857995, 765 = 88.1121939103701, 767
= 92.7436642419231, 768 = 90.24440330725, 769
= 84.2422847876441, 770 = 87.4775712992756,
771 = 81.7500639413271, 772 =
82.6277297303019, 773 = 76.138390726791, 776 =
82.2898905687219, 778 = 81.327382816027, 779 =
87.9259827976317, 780 = 84.1309143766533, 781
= 90.0384242758699, 783 = 85.30056368647, 784
= 80.181608377914, 785 = 86.3536057431196, 786
= 73.5603084395276, 787 = 71.7556423706241,
788 = 75.0950023867686, 789 =
74.6626091446158, 790 = 82.2305469961843, 791
= 96.9139232194781, 793 = 95.4658447975085,
794 = 86.1284689920379, 795 =
83.1008335127438, 796 = 89.8146721068859, 797
= 89.608123293149, 798 = 84.4387882523019, 800
= 74.2542610744437, 801 = 80.5409530918549,
802 = 81.3106130421118, 803 =
72.7614405519425, 804 = 72.7229675072482, 805
= 77.0536867073941, 806 = 75.5797143632721,
807 = 71.1913276999929, 808 =
72.4052818074255, 809 = 73.1020039793407, 810
= 74.5292589976743, 811 = 69.4278130584108,
813 = 76.9621794370088, 814 =
73.5043014385076, 816 = 80.6040287149757, 817
= 81.9883206639885, 818 = 91.1251085248606,
819 = 94.2420735728631, 820 =
92.4866098274575, 821 = 80.9399850219714, 822
= 85.6691119480569, 823 = 78.3115207587323,
824 = 84.9383006903362, 825 =
84.8023936737606, 826 = 78.5467382169775, 827
= 76.9376652379518, 828 = 79.9823757313675,
829 = 66.9768846776834, 831 = 81.620963793538,
832 = 99.3169784140435, 834 =
99.8747950108972, 835 = 93.5679226619082, 836
= 99.6726200346334, 838 = 90.768773717464, 839
= 77.8858701570345, 840 = 69.1944920201317,
841 = 86.2691433543502, 842 =
79.7928056976709, 843 = 75.7518167247355, 867
= 79.2011990109329, 868 = 84.0682027990571,
869 = 93.1404585780126, 870 =
90.9498429267502, 871 = 92.9182850478621, 873
= 88.4369412837074, 875 = 97.0518789943998,
877 = 79.5379946793453, 878 =
81.2913129283679, 879 = 74.6010097170335, 880
= 80.7035258742266, 883 = 68.5636487640004,
884 = 73.6860734744294, 885 =
63.1956948177249, 895 = 82.8154090886343, 896
= 90.2362509577335, 897 = 80.5871827695438,
898 = 94.3025123330224, 899 =
92.1864235381556, 900 = 89.7270834504837, 902
= 87.4113302553443, 906 = 85.3253772828603,
907 = 91.6491023465976, 908 =
102.885486824002, 910 = 97.175217001611, 911 =
93.4894732599034, 912 = 88.6345250399896, 913
= 94.4954514422618, 915 = 77.4438138068942,
916 = 70.9895823473069, 917 =
75.5209070660182, 918 = 85.3512483073841, 919
= 88.5411018339957, 920 = 86.5059686913651,
921 = 90.2113423706545, 922 =
90.4646362407848, 923 = 78.0268057948627, 924
= 76.921850207745, 925 = 81.0589307689709, 927
= 95.014270063819, 928 = 80.469633060537, 930
= 85.8641510187989, 932 = 92.0130701264227,
933 = 88.1126996838266, 934 =
88.1923548080836, 935 = 81.4623592316791, 936
= 83.7791195978479, 937 = 81.5766054722414,
938 = 83.490623822969, 939 = 83.1013665987051,
940 = 82.0194924104395, 941 =
84.8740577088184, 942 = 75.7861964867362, 943
= 83.1509292366723, 944 = 73.2785526965812,
945 = 69.7645202180918, 946 =
73.9485809550395, 947 = 83.060706152627, 948 =
86.3243741692722, 949 = 91.3736019093383, 950
= 90.2801001257949, 951 = 82.8871929806926,
952 = 86.8209267178599, 953 =
88.5680456530978, 954 = 91.7633275587092, 955
= 84.5081925005757, 956 = 94.2127895264505,
957 = 96.7051404607564, 958 =
86.6440928734965, 959 = 77.4680693991371, 961
= 86.256251771531, 962 = 80.7299880411226, 963
= 91.4766963969568, 964 = 75.9584806620691,
965 = 76.7193689385132, 966 =
88.5042173629649, 967 = 76.9332580816849, 969
= 85.2926155351846, 970 = 80.559345632911, 972
= 68.80152251017, 973 = 82.7123233491572, 974
= 75.7279170093945, 975 = 79.4587538388238,
983 = 75.6396049923023, 984 = 70.58312841367,
985 = 82.9261479120334, 986 =
75.2812300762571, 987 = 80.3621309703725, 988
= 69.4060039792826, 990 = 81.6655426345057,
991 = 84.2223472623515, 993 = 82.243526216307,
994 = 77.0761348672258, 995 =
75.6179757254832, 1000 = 73.1453360316833,
1001 = 64.4541774306886, 1002 =
64.2305396510556, 1003 = 73.707203575473, 1004
= 74.9658717536059, 1005 = 74.9689307991807,
1006 = 60.71078389652, 1008 =
85.3622310446517, 1009 = 75.9206751012971,
1010 = 82.6605419868528, 1012 =
80.6677057084375, 1013 = 81.6787207442236,
1014 = 83.0957726766738, 1015 =
88.6247747090798, 1016 = 85.0454658039035,
1018 = 90.8858566786964, 1019 =
85.5280549999046, 1020 = 74.283111134994, 1021
= 82.1588394301814, 1022 = 81.4109157094083,
1023 = 75.0784795963641, 1025 =
86.2898879128521, 1026 = 81.6087201702148,
1027 = 78.5059996333046, 1028 =
80.9944218933653, 1030 = 78.6372459244311,
1031 = 80.31958265291, 1032 =
86.2969782590391, 1033 = 84.6084410679364,
1034 = 81.557698042295, 1035 =
81.1313681380966, 1036 = 88.6789494690898,
1037 = 88.5133979083733, 1038 =
95.0952829682984, 1039 = 84.2508590068106,
1040 = 82.6646295444471, 1042 =
81.8409577899499, 1043 = 82.2862944664556,
1052 = 70.7942962801628, 1053 =
78.5863001964333, 1054 = 71.404136754967, 1055
= 72.780810126676, 1056 = 74.6818319162431,
1057 = 79.6613462695477, 1061 =
98.4747793551201, 1062 = 96.6493463601106,
1063 = 79.8244034440753, 1064 =
83.512261342538, 1065 = 78.7909417814365, 1066
= 84.0213940661402, 1067 = 79.5303404231258,
1068 = 86.9963673601445, 1069 =
80.1693099407425, 1070 = 74.7431571511919,
1071 = 77.2463107026933, 1072 =
88.5430871756774, 1073 = 79.6335546348013,
1074 = 83.606371914482, 1076 =
77.7389814393866, 1077 = 85.8098024447014,
1078 = 74.0348790933028, 1079 =
86.767719602792, 1080 = 69.9083203763464, 1081
= 69.8930795409002, 1098 = 99.6088980262335,
1099 = 87.3426790810552, 1100 =
70.8821681635293, 1105 = 73.3654598516108,
1106 = 80.7962823289791, 1108 =
81.4098878073406, 1109 = 72.991089070914, 1112
= 83.2275838691172, 1113 = 79.9106877138295,
1114 = 82.1137504884247, 1117 =
82.9133541103474, 1120 = 78.2363632660342,
1121 = 75.7797137684665, 1122 =
79.93407226864, 1123 = 77.240677754327, 1124 =
72.1895185589179, 1126 = 84.7700205233017,
1127 = 76.5679226591504, 1128 =
85.7870507250259, 1129 = 90.2020846885215,
1130 = 77.9752186489941, 1131 =
77.5237071262492, 1132 = 82.3543236987844,
1133 = 85.3356183559672, 1134 =
91.8603160302609, 1135 = 83.9543798710348,
1136 = 100.011613013158, 1137 =
94.7889993256361, 1138 = 91.8474726547802,
1139 = 93.3200514335659, 1141 =
98.6110004001971, 1143 = 92.4368077294289,
1144 = 83.7295333550436, 1145 =
78.7485930790354, 1147 = 82.3327928163325,
1148 = 86.7741672366929, 1150 =
77.405726853475, 1153 = 76.5504687321995, 1154
= 66.3742645895714, 1155 = 61.3450297748795,
1156 = 84.6659456632078, 1157 =
90.0102008081513, 1159 = 75.0462312681789,
1160 = 79.4817486778472, 1161 =
90.9966268037313, 1162 = 89.6647946663601,
1163 = 80.5804533594195, 1164 =
90.1553233127717, 1165 = 87.7487300392495,
1166 = 91.857565276516, 1167 =
84.1714059336229, 1171 = 70.3878360097689,
1172 = 81.4128899599752, 1173 =
72.6360624849858, 1174 = 72.9417180201707,
1175 = 68.6232575126341, 1176 =
84.6241953086641, 1178 = 71.7742660257296,
1179 = 80.2587507544339, 1180 =
84.0249515977861, 1183 = 77.059484727753, 1185
= 86.0395354833456, 1188 = 66.0980531395063,
1189 = 73.3359965579114, 1212 =
78.7915889516798, 1213 = 76.2590817831794,
1214 = 69.9711006037512, 1216 =
79.1604716900074, 1217 = 70.1757337558048,
1219 = 74.6731798510367, 1220 =
86.2182207094877, 1221 = 91.9755698341501,
1222 = 84.9320508331572, 1223 =
79.2558945121538, 1224 = 90.5712826411288,
1225 = 89.33893957008, 1227 =
75.7244691117302, 1228 = 90.3128130623037,
1230 = 78.6559166791662, 1231 =
82.640561046548, 1232 = 86.0880226785601, 1233
= 70.2538285565428, 1234 = 80.7345991750953,
1235 = 85.2197817118796, 1236 =
72.2569598753475, 1238 = 84.0286660445148,
1239 = 70.7433822470313, 1240 =
72.9789523568409, 1241 = 73.6687564418906,
1242 = 80.4109940473811, 1244 =
73.277704910861, 1246 = 77.8761849247706, 1247
= 77.9803234997751, 1248 = 66.0801114870869,
1256 = 83.0192952208319, 1257 =
77.7180950881447, 1258 = 81.1957876120666,
1259 = 76.0668720592369, 1260 =
71.5626865828811, 1261 = 78.2713719928019,
1262 = 79.7797134429833, 1263 =
87.7061593340156, 1265 = 77.6699101872427,
1266 = 79.7674098422363, 1267 =
91.0116049796346, 1268 = 92.5230596885605,
1270 = 92.4523817787715, 1271 =
89.2828686148855, 1272 = 83.0697693701615,
1273 = 97.0169110392345, 1275 =
95.3297536531409, 1276 = 96.9150479701769,
1277 = 83.508328899581, 1278 =
88.6959270202742, 1279 = 86.2397538594982,
1280 = 90.4449992518924, 1281 =
82.1294150453127, 1282 = 75.7996451096636,
1283 = 79.8270846866891, 1284 =
74.7941626817085, 1285 = 80.133350112555, 1286
= 71.8988702060208, 1287 = 83.446201808166,
1288 = 74.0890660307407, 1290 =
77.6076123300403, 1291 = 78.9746604468879,
1292 = 76.485781936702, 1293 =
81.9655271382118, 1294 = 80.0012689304212,
1296 = 76.8705293867401, 1297 =
74.4535327960527, 1298 = 74.1944495496115,
1299 = 75.2078712239224, 1300 =
79.1208482315703, 1302 = 85.237277778689, 1303
= 86.7630026792353, 1304 = 80.4522803746134,
1305 = 77.9278830744334, 1307 =
83.3706905334993, 1309 = 80.6234200520496,
1310 = 67.4477416657011, 1312 =
79.3319371956063, 1313 = 80.207185484204, 1315
= 86.1299156344324, 1316 = 70.8810996004285,
1317 = 71.6338706812322, 1318 =
79.1586961459008, 1319 = 76.3049310851879,
1321 = 90.7156119386101, 1322 =
87.8548368056802, 1323 = 85.6417596094266,
1324 = 78.3981407806746, 1326 =
83.7829689021686, 1328 = 86.6830066856466,
1329 = 81.1294613269194, 1331 =
79.9542698497647, 1332 = 81.6499199011731,
1333 = 80.3082796087304, 1335 =
83.5065786017421, 1336 = 89.9405317834041,
1337 = 84.3004092831152, 1338 =
76.7988055217282, 1352 = 69.8106636252518,
1353 = 53.9446046806156, 1354 =
52.2396664715997, 1355 = 61.5253845804963,
1356 = 58.3366817589936, 1357 =
58.9761327672747, 1358 = 73.466849824366, 1359
= 85.8680996354023, 1360 = 72.8230894989337,
1361 = 71.6755451096304, 1362 =
71.5041521595025, 1363 = 72.1557260550691,
1365 = 74.1479390864747, 1366 =
76.7103984535293, 1367 = 73.8800882427526,
1368 = 77.9873305109454, 1369 =
68.5995652953394, 1371 = 75.3459178015926,
1372 = 85.8951267356037, 1374 =
91.0509773731152, 1376 = 80.7734154181965,
1377 = 86.1110273505645, 1379 =
73.4332364374183, 1380 = 75.5326672515842,
1381 = 61.517177963385, 1382 =
74.681010734249, 1384 = 77.9752863898096, 1385
= 75.4814675108133, 1386 = 98.127259179516,
1387 = 87.7281203942077, 1388 =
75.6352282886821, 1389 = 74.6277510252083,
1391 = 73.9623959890387, 1392 =
84.1261899510232, 1398 = 81.225183265595, 1399
= 70.9846295711041, 1400 = 76.5888796683423,
1409 = 80.151203814419, 1410 =
76.4787617882811, 1411 = 77.8430740758097,
1412 = 71.6708266056206, 1414 =
78.7457599679229, 1416 = 94.3394275404802,
1417 = 93.468424957812, 1418 = 99.22094256934,
1419 = 97.6253499364332, 1420 =
89.1498855991804, 1421 = 93.7702610052521,
1422 = 107.051230107069, 1423 =
92.645283548885, 1424 = 94.1838955652628, 1425
= 107.438624036001, 1426 = 107.090531304601,
1427 = 96.9173081225599, 1428 =
98.6309554658559, 1430 = 92.7347663271355,
1431 = 87.1826052305318, 1432 =
86.0616990248617, 1433 = 83.164052344569, 1434
= 85.8739812518337, 1437 = 95.0407137542029,
1438 = 91.3679149550678, 1439 =
102.685363363988, 1440 = 88.3533080561291,
1441 = 83.8736416497512, 1443 =
87.0878660897358, 1444 = 92.300411116874, 1445
= 88.8245430277182, 1447 = 78.0079943965085,
1448 = 84.7785271275299, 1449 =
90.3765914545399, 1450 = 87.0351345712571,
1451 = 82.3423823112342, 1452 =
81.7249441545562, 1454 = 77.7721328332977,
1455 = 64.0392222068455, 1457 =
77.6763114681499, 1458 = 84.2752845931549,
1459 = 82.2327853381925, 1461 =
71.9268234205402, 1462 = 75.6617616609886,
1463 = 81.4368510710451, 1465 =
94.2953491052148, 1466 = 88.7411909044793,
1467 = 92.0063216021157, 1468 =
87.5254768275749, 1469 = 87.105692671428, 1470
= 86.4075790567612, 1471 = 79.0790168550168,
1472 = 91.9275472734571, 1473 =
91.4061298914666, 1474 = 88.6588883560235,
1476 = 79.8674350149576, 1477 =
73.7531755165205, 1478 = 84.9616858085871,
1479 = 87.1077748233741, 1480 =
88.3520252322479, 1481 = 93.0151934490199,
1482 = 89.2212787780957, 1484 =
97.8649974315576, 1485 = 92.2710507684025,
1486 = 90.1418772866813, 1487 =
87.7276865410763, 1488 = 93.2828851967875,
1489 = 94.7537690622166, 1491 =
94.3044496266763, 1492 = 82.1494028844625,
1493 = 93.184778691165, 1494 =
81.7344727492808, 1495 = 73.6778734400746,
1503 = 95.5591246254186, 1504 =
55.5842944562929, 1505 = 58.5570462248312,
1506 = 70.5176207181364, 1507 =
58.7040319700392, 1508 = 67.4640844944054,
1509 = 55.8053186661311, 1510 =
68.1604785118149, 1511 = 78.5537089827749,
1514 = 85.0966180038133, 1515 =
88.9924618641543, 1517 = 97.8497264631186,
1518 = 88.0322196513682, 1520 =
86.7856822476767, 1521 = 82.1057755033686,
1522 = 77.171680679278, 1523 =
74.9150845990048, 1524 = 81.6518592518155,
1525 = 84.907278052618, 1526 =
72.7608571936998, 1527 = 78.2092849684535,
1528 = 68.8867303438565, 1529 =
68.1030493126302, 1530 = 73.3751713959808,
1531 = 67.6878370259273, 1532 =
69.7161192387087, 1533 = 84.8001893050332,
1534 = 82.2090101671121, 1535 =
82.343686332855, 1536 = 79.5384672957485, 1537
= 80.449230635992, 1538 = 67.8805410198894,
1539 = 74.6253225412874, 1540 =
74.8644646099048, 1541 = 76.7550771521169,
1543 = 72.3594071643775, 1544 =
87.920734923062, 1546 = 69.8618769323315, 1547
= 79.2591560261843, 1548 = 69.8838345025589,
1549 = 73.0115375781615, 1551 =
82.5873372066821, 1552 = 79.5180779650229,
1553 = 74.1633278214258, 1554 =
82.7465320669738, 1555 = 84.1120841272567,
1556 = 91.059138857915, 1557 =
77.6293472150322, 1558 = 71.2578241208034,
1559 = 73.4887928652215, 1560 =
91.7894341094514, 1562 = 86.295546773978, 1564
= 83.2266645085214, 1565 = 85.612936625988,
1566 = 86.0264276096309, 1568 =
91.6005234271149, 1569 = 86.4816500667571,
1570 = 90.006869528222, 1571 =
82.6411911452594, 1572 = 77.6667626662819,
1573 = 84.2802320020458, 1574 =
84.0459117892771, 1575 = 79.1991755232031,
1576 = 74.9430393958843, 1577 =
88.0224411273888, 1578 = 85.8509640036387,
1579 = 81.6247342077996, 1580 =
79.1357343880595, 1582 = 78.0465496011434,
1583 = 84.1323519511479, 1586 =
82.142426088888, 1587 = 93.0040802294332, 1609
= 85.0036043147624, 1610 = 81.4166539138506,
1611 = 59.7060400783879, 1617 =
75.5220239127418, 1619 = 78.8836736513685,
1620 = 84.7784207863117, 1622 =
71.531945036397, 1623 = 68.2264166567159, 1626
= 70.5248272858385, 1627 = 60.8511528400549,
1628 = 74.5679117368017, 1629 =
71.3718866644363, 1630 = 77.2561010605116,
1631 = 78.2070984517994, 1633 =
77.46224550421, 1636 = 75.6737777259454, 1637
= 71.8150305864692, 1638 = 85.2850708400978,
1641 = 73.9632193776283, 1642 =
61.6501092034589, 1643 = 70.8095223734117,
1644 = 67.0907048860548, 1646 =
61.1317221454618, 1647 = 69.3515118773216,
1648 = 71.4935463073062, 1649 =
73.2618365139392, 1650 = 76.4999941233411,
1651 = 79.763440513434, 1653 =
86.3491979768101, 1654 = 81.078086861532, 1655
= 84.0695821314829, 1656 = 85.3164235412195,
1657 = 82.5708019162829, 1658 =
70.5372209766873, 1660 = 67.808924269343, 1661
= 78.7444730791322, 1663 = 70.8767613001442,
1664 = 70.1906773560993, 1665 =
65.5151915574228, 1666 = 70.8842520889125,
1667 = 70.8382019090195, 1669 =
68.3630329555999, 1671 = 81.5143925860913,
1672 = 87.5392152635393, 1673 =
97.0279621017821, 1674 = 86.4379639819213,
1675 = 92.97892781544, 1676 =
88.6365794768126, 1677 = 90.2392188968734,
1678 = 78.7807058018668, 1679 =
80.4121208022774, 1681 = 70.2916304350784,
1682 = 80.1218496011932, 1683 =
79.162237087598, 1686 = 89.7107809045229, 1687
= 72.4076090293265, 1688 = 79.9074318943459,
1689 = 78.943457414995, 1690 =
91.2966020903324, 1691 = 82.3907906731142,
1692 = 85.2330682372, 1694 = 80.7350549023993,
1695 = 91.9947868694364, 1696 =
91.900265774183, 1697 = 89.6854318465518, 1716
= 89.3835124494858, 1717 = 97.611614543183,
1725 = 80.6377422114782, 1727 =
87.1986476503684, 1728 = 76.2703182720685,
1729 = 81.2349735936519, 1730 =
76.0051650769224, 1731 = 66.4485351599278,
1733 = 96.9214354246229, 1734 =
89.8312049679676, 1735 = 94.5777658089148,
1736 = 104.902228003061, 1737 =
98.98091249371, 1738 = 97.6833545303573, 1739
= 95.5252219957372, 1742 = 94.8518800394719,
1743 = 102.840088204176, 1745 =
74.8397333403257, 1746 = 85.3167029061388,
1749 = 90.6386429787696, 1750 =
85.7418249044279, 1751 = 84.6889352461811,
1753 = 79.4309772771339, 1754 =
79.4335221820371, 1756 = 75.1512372002982,
1759 = 84.205744849963, 1760 =
77.4621277500063, 1761 = 87.965581327571, 1762
= 90.0702985442975, 1763 = 83.8677482874917,
1764 = 86.1494841377646, 1765 =
79.8343182863724, 1766 = 76.5673076042774,
1768 = 72.4132717731916, 1769 =
73.1579627754214, 1770 = 77.8177405607908,
1772 = 74.3247028951198, 1773 =
73.1524213751292, 1775 = 65.5336974873474,
1777 = 75.1142828166566, 1779 =
73.2833523685889, 1780 = 75.8047415507237,
1781 = 84.4429983139083, 1782 =
72.0092368680583, 1783 = 73.4064689119831,
1784 = 77.5187524492074, 1785 =
76.3190688010275, 1786 = 80.9014728522481,
1787 = 85.8597977025823, 1790 =
84.7300330358654, 1791 = 84.9835503810755,
1792 = 80.0426049910643, 1793 =
74.2463810801662, 1794 = 79.7003577239199,
1795 = 85.0847777327953, 1796 =
80.0948131972765, 1797 = 85.9099990908569,
1798 = 89.7878786679238, 1799 =
86.0227820644236, 1801 = 62.3522519082219,
1802 = 79.3905186542907, 1803 =
78.4730863180421, 1804 = 75.0514707460035,
1805 = 68.9512541383559, 1806 =
67.9218997255446, 1807 = 81.2975673957446,
1808 = 68.5176069035784, 1809 =
66.6971612065493, 1831 = 60.3922349645494,
1832 = 70.719702192516, 1833 = 63.79521942767,
1836 = 70.6797826572621, 1837 =
63.5719816705282, 1839 = 76.7141188676566,
1840 = 74.3434248766723, 1841 =
89.0927570369058, 1842 = 73.1401675596116,
1843 = 79.0893013272276, 1844 =
83.5685402635754, 1845 = 83.7098872966122,
1847 = 88.6556999163668, 1848 =
77.6441080167891, 1850 = 80.8895846332167,
1851 = 77.8741320065141, 1852 =
78.0402195972626, 1853 = 72.209689022678, 1854
= 74.0972427045227, 1855 = 80.3144510793094,
1856 = 83.5681975771499, 1857 =
83.182263366263, 1859 = 81.2663798271909, 1861
= 72.7614495860735, 1862 = 79.2298606836791,
1863 = 80.7267167083749, 1864 =
86.7739284481584, 1865 = 76.4193458301507,
1867 = 86.0583365413809, 1868 =
73.3205149054977, 1869 = 77.4515730300317,
1870 = 78.520545216911, 1871 =
73.5531279904799, 1872 = 82.2005342730136,
1873 = 83.1040006350479, 1877 =
74.1217800022444, 1878 = 80.9661722529067,
1880 = 78.2741862942553, 1881 =
84.7964479270497, 1882 = 82.029134004664, 1884
= 92.9557102350847, 1885 = 92.1407282417182,
1886 = 89.576360632912, 1887 =
90.0090441530942, 1888 = 91.9814070186754,
1889 = 100.503248444245, 1890 =
93.1636706872483, 1893 = 78.9484659504206,
1894 = 86.5362189553387, 1912 =
54.5939382889653, 1913 = 49.698922607906, 1922
= 95.5667121585346, 1923 = 90.2077353383716,
1924 = 80.2145550109946, 1925 =
68.3052211974323, 1926 = 82.9629974016561,
1928 = 89.0119232471148, 1930 =
80.6401599423466, 1933 = 90.4113779223551,
1934 = 85.8757692167518, 1935 =
79.2888568117848, 1936 = 85.74343435516, 1937
= 85.997990326504, 1938 = 94.071104887451,
1939 = 100.717123735988, 1940 =
92.7992751650925, 1941 = 79.2621665620368,
1942 = 72.6621669514158, 1943 =
77.242160144145, 1944 = 87.0249728236457, 1946
= 80.9389392529218, 1947 = 80.3192754771863,
1948 = 81.2929053422013, 1949 =
85.5984540467156, 1950 = 76.967362869557, 1951
= 87.1997973774461, 1953 = 82.2005608873516,
1954 = 88.4172330989587, 1955 =
84.7561370847655, 1956 = 94.9201651853658,
1957 = 90.3885130733382, 1958 =
92.3870763136117, 1959 = 90.9032776472662,
1960 = 82.097373264044, 1962 =
86.5977574284606, 1963 = 85.5058221664183,
1964 = 79.9542246718737, 1966 =
81.407082595511, 1967 = 81.8271248858422, 1968
= 82.626032550319, 1969 = 88.9717732352984,
1970 = 83.6320306585396, 1972 =
82.6747207846765, 1973 = 74.3850506394349,
1974 = 73.7959442762304, 1976 =
75.6668521101382, 1977 = 83.049035652227, 1978
= 76.1256995797171, 1979 = 79.2153465057435,
1980 = 88.7570161551325, 1981 =
72.4370498644286, 1982 = 79.141853523469, 1983
= 69.5623844417354, 1984 = 80.7613362762178,
1985 = 81.3012451185543, 1986 =
77.3566718412919, 1987 = 82.3054959025985,
1988 = 83.4056406107931, 1989 =
71.793681701662, 1992 = 79.1032743886893, 1993
= 81.1580005083249, 1994 = 84.454693764688,
1996 = 86.6712300431838, 1997 =
83.7731293666051, 1998 = 79.0580606609187,
1999 = 75.101230914604, 2000 =
85.020658826176, 2001 = 87.6298001577027, 2002
= 89.183426441584, 2003 = 95.997552897457,
2004 = 86.6628835487905, 2005 =
88.4136761973022, 2006 = 84.42976092313, 2007
= 89.8482045769849, 2008 = 74.7849446827232,
2010 = 68.2738612718252, 2011 =
91.4404617721498, 2034 = 96.7087921227496,
2035 = 82.2210967820902, 2036 =
60.726888093575, 2045 = 81.5975711679781, 2046
= 78.9523108334463, 2048 = 76.1902098794053,
2049 = 80.2979656620267, 2050 =
66.0718996046906, 2051 = 73.5050837860232,
2052 = 73.8090828852411, 2053 =
80.3338390909928, 2054 = 88.7714575271646,
2055 = 90.1618314683208, 2056 =
81.0825630980553, 2057 = 83.3884469718392,
2058 = 87.515870542482, 2059 =
80.7300665820267, 2060 = 96.4702347926219,
2062 = 88.4146067571727, 2063 =
81.7179462513089, 2064 = 76.0595044148353,
2065 = 83.5803651431943, 2066 =
86.8968237297805, 2067 = 82.9282581336791,
2068 = 82.2605572252756, 2069 =
85.2447698696507, 2070 = 81.3235640561247,
2071 = 81.7411485760633, 2072 =
88.2656712881451, 2074 = 83.9164171378594,
2075 = 80.2425599990742, 2076 =
82.5758127609394, 2077 = 91.5678875701884,
2078 = 90.6014989660105, 2079 =
86.4108457635396, 2080 = 79.6557813892153,
2083 = 85.8898966079171, 2084 =
86.4802093039519, 2085 = 81.3359630853453,
2086 = 82.2284032193379, 2087 =
83.890837185478, 2089 = 79.018464273582, 2091
= 73.8953215296202, 2092 = 80.5770314428996,
2094 = 73.1738374963979, 2096 =
74.510417077191, 2098 = 71.6025771024332, 2100
= 82.2644855989526, 2101 = 86.8083812113429,
2102 = 74.3214099911841, 2103 =
73.1692068062314, 2104 = 81.804970805115, 2105
= 79.0607484269619, 2108 = 71.7055619937656,
2109 = 82.6188171421059, 2110 =
87.6097387484194, 2112 = 84.838730229133, 2113
= 80.466674814108, 2114 = 99.571154276033,
2115 = 82.6987593910218, 2116 =
92.4408816295025, 2117 = 86.0835431901228,
2118 = 83.2323828689845, 2119 =
87.2576673411406, 2120 = 88.4794107733987,
2121 = 87.4136110968964, 2122 =
82.0216080862178, 2123 = 77.4119194184402,
2124 = 64.2279126427673, 2125 =
79.9911839998765, 2126 = 79.901984944017, 2127
= 86.7145178996524, 2128 = 82.5353586940251,
2129 = 89.4374596835, 2130 = 83.4055577478058,
2131 = 82.3412124221482, 2132 = 92.7609474935,
2134 = 78.581880831224, 2135 =
81.4785093627157, 2139 = 75.1868700021525,
2140 = 71.6743246694568, 2142 =
66.9352860132739, 2144 = 79.2067557512839,
2145 = 83.3982921342841, 2147 =
79.8112137482899, 2148 = 72.6374587524991,
2149 = 78.6785778826177, 2150 =
65.802957734433, 2151 = 67.3309197105646, 2152
= 68.5067394526993, 2153 = 68.0981707019187,
2155 = 67.0712888016849, 2156 =
82.4865040005571, 2157 = 78.0345661697648,
2158 = 66.0782970793002, 2159 =
73.5176147245674, 2160 = 79.8124904720328,
2162 = 73.6392153886715, 2163 =
89.1583892254551, 2164 = 90.9384404298215,
2165 = 83.7358908885311, 2166 =
85.0480619965514, 2167 = 72.7153583731915,
2168 = 79.7425966045369, 2169 =
86.2167021805209, 2170 = 83.9367641995168,
2171 = 84.318930178311, 2172 =
79.1640119200372, 2174 = 73.570375605812, 2175
= 85.6606599802883, 2176 = 72.3430868152062,
2179 = 96.0915107790556, 2180 =
77.3462625027269, 2181 = 89.2892703880563,
2182 = 94.8353301221376, 2183 =
82.4132064727543, 2184 = 86.2201790573732,
2186 = 87.1267285050385, 2187 =
81.9133927361786, 2188 = 86.6136190344677,
2189 = 75.3859605583455, 2193 =
66.6660701260346, 2194 = 71.7489821984768,
2195 = 61.289502985536, 2196 = 78.79022203944,
2197 = 95.3184989928897, 2198 =
94.2001606209239, 2199 = 89.1917311726165,
2200 = 90.2362670896879, 2201 =
93.8780118374615, 2202 = 85.0944728444112,
2209 = 78.923473454977, 2210 =
78.0775019886849, 2211 = 78.8186628593483,
2212 = 89.881311709777, 2213 =
85.1407808209719, 2214 = 86.0133082464635,
2215 = 77.4692166337223, 2216 =
76.566849746547, 2217 = 78.6822221721423, 2218
= 84.7850839745828, 2243 = 63.4845179324005,
2244 = 73.1998291673773, 2245 =
68.689126499882, 2247 = 67.3882470698677, 2248
= 63.9787032107331, 2250 = 69.9831778531209,
2251 = 83.0772314728806, 2252 =
94.5623957844586, 2253 = 91.188994439526, 2255
= 86.3200888046576, 2256 = 77.6530892141587,
2257 = 83.9800129833135, 2258 =
85.7754088039881, 2259 = 82.1641742750839,
2260 = 78.1830962747705, 2261 =
79.5818243962084, 2262 = 91.788255580373, 2263
= 81.4527377706468, 2264 = 90.7893222243788,
2266 = 77.5113327635466, 2267 =
69.9001496115052, 2268 = 76.2571908753852,
2269 = 74.8725188957907, 2270 =
72.0531031128876, 2271 = 77.8359384713311,
2272 = 77.5587414857908, 2273 =
77.5879457358403, 2274 = 67.9556707422469,
2275 = 79.5590644800505 )
|
c(2 = 72.2391871288366, 3 = 72.9619102212075,
4 = 65.1768905607615, 6 = 70.4428761896977,
7 = 70.5228916459036, 8 = 71.1926343717816,
9 = 72.4372264674395, 11 = 66.8927129482918,
12 = 76.7477478691007, 13 = 78.1850177402978,
14 = 70.9240329452406, 15 = 84.9544830527053,
16 = 82.0292331091736, 17 = 89.2064645820562,
18 = 77.7988551786147, 19 = 71.7794106117238,
20 = 88.9127293175147, 22 = 77.6794230169835,
23 = 82.318731785363, 24 = 92.2172822158687,
25 = 85.1514996789699, 26 = 73.8138745941772,
27 = 77.1787190473998, 28 = 72.739309744451,
30 = 68.7270447881908, 31 = 80.3381943366446,
32 = 81.1765083925995, 33 = 91.2036446669979,
34 = 82.0037314652982, 35 = 88.1564991112528,
36 = 78.7829128056579, 37 = 75.9637039436602,
38 = 87.2739045166162, 39 = 81.6795319057966,
40 = 87.8699025028229, 41 = 86.9917074168391,
42 = 93.2511482667757, 43 = 90.1386369820116,
44 = 78.2497863966704, 45 = 99.5604929685238,
47 = 90.0761539106945, 49 = 83.4031409940549,
50 = 68.0573637328859, 51 = 81.6631585544717,
52 = 78.0928000897247, 75 = 94.2261999552801,
76 = 75.5664076329928, 84 = 58.8139520875588,
86 = 67.401446163241, 87 = 76.4883305786705,
88 = 70.5854067257017, 90 = 76.4190190957871,
91 = 75.0524134788437, 92 = 78.8427186537421,
93 = 75.1710397249422, 94 = 91.9464493197988,
95 = 76.0541871131422, 96 = 69.6046270026476,
97 = 70.6745612448558, 98 = 78.0038507800426,
101 = 74.5400873695127, 102 =
75.8409136076308, 103 = 79.5892320174751, 104
= 72.6008233311135, 105 = 73.6132839227153,
108 = 70.8837087954761, 109 =
66.6277208743362, 110 = 70.5276242675507, 111
= 65.383453794933, 113 = 70.636227684645, 117
= 79.2741449320442, 119 = 89.7675567349957,
120 = 80.390490848985, 121 = 84.6192190474792,
122 = 84.5118520226653, 123 =
72.0928357940177, 124 = 83.6391081245696, 125
= 85.6280727921853, 127 = 86.6052168718575,
128 = 87.3320511446276, 129 =
87.7866107236746, 130 = 83.6378706727246, 131
= 76.7708911419035, 132 = 79.9229270919607,
133 = 75.5953480407085, 134 =
84.2545345221548, 135 = 75.0829916066091, 136
= 74.721614057528, 137 = 86.8702747239689, 138
= 78.0831412616417, 139 = 90.1218094575374,
140 = 80.7068334340709, 141 =
72.0556880581149, 142 = 72.2524148171014, 143
= 75.6135211434342, 145 = 73.8830587934297,
146 = 67.7764506356372, 147 =
76.6751762073527, 148 = 80.499148382148, 149 =
87.4316648394393, 150 = 77.1426606904492, 151
= 69.2228855252823, 152 = 71.801109080031, 153
= 85.5038481290183, 154 = 68.9448831019285,
155 = 72.825808700124, 156 = 87.2438001746604,
157 = 88.617978293005, 158 = 88.3548645229943,
160 = 84.0721470185344, 161 =
83.5341836830244, 162 = 86.1125680862477, 163
= 88.8632761868031, 164 = 93.6493899374796,
165 = 88.6749326679666, 168 =
79.2126066031029, 169 = 81.8542263601056, 171
= 60.1449171312417, 172 = 72.0096151228022,
174 = 67.1940376409929, 182 =
63.8368360124735, 183 = 63.1242154311069, 184
= 58.6418770817217, 185 = 79.0249145119357,
189 = 90.0636961658655, 190 =
93.4165448364641, 191 = 99.1873947760789, 192
= 83.7963974502571, 193 = 87.7632252949976,
195 = 68.9797629066163, 196 =
83.3066121928654, 197 = 78.3173080659216, 198
= 70.3503011130728, 199 = 80.0174668852619,
200 = 79.1086592913787, 201 =
71.4184644212333, 202 = 77.4480192339523, 203
= 82.4657826285426, 205 = 77.3433096039921,
206 = 79.352953040647, 207 = 90.1172626685284,
208 = 74.2095888248956, 209 =
73.6042941439171, 210 = 75.2265206635412, 211
= 68.9512417416925, 212 = 79.3741443558375,
214 = 75.4208503403865, 215 =
72.0723745306345, 216 = 66.7020743689216, 217
= 69.3893370111316, 218 = 70.5739975433419,
219 = 66.6803545876238, 220 =
74.5001185605974, 221 = 78.9404551101039, 223
= 70.4754391874805, 225 = 77.2754524122687,
226 = 76.9543262622345, 228 =
78.0731625537611, 229 = 74.9082616916265, 230
= 82.8709739826456, 231 = 76.3456616067259,
232 = 74.3035290840512, 233 =
93.6145116162776, 234 = 91.0454013374883, 235
= 88.395265149079, 236 = 70.8770136691505, 237
= 91.8451130083433, 239 = 82.5172525787601,
240 = 80.2638542687714, 241 =
78.4937067980789, 242 = 78.7954756836055, 243
= 85.5678478048761, 244 = 90.2796313051177,
245 = 72.7599135036801, 246 =
91.3068298484883, 247 = 84.613973270533, 248 =
79.117472651565, 249 = 87.4074440801294, 252 =
72.0832716776836, 254 = 82.9992928602619, 255
= 78.962531340393, 257 = 83.1715012123995, 258
= 91.6494488901243, 259 = 92.5180543890476,
260 = 96.5790637773293, 261 =
87.5759459939149, 262 = 91.5916160740283, 264
= 86.8187086997219, 265 = 77.6921251568503,
267 = 82.356675788423, 268 = 81.5975746079783,
270 = 78.4179234653177, 271 =
77.9073772968611, 292 = 76.0303429091456, 300
= 84.747366516603, 301 = 86.6278337099729, 302
= 88.7920153518396, 303 = 78.5622612068115,
312 = 89.1584885414886, 313 =
80.8132185238141, 315 = 77.8343995533831, 317
= 80.901308973032, 318 = 83.6835258049093, 319
= 83.9718467382864, 320 = 80.7662808131294,
321 = 66.2766547279733, 322 =
65.4915624648354, 323 = 70.0667544693345, 324
= 68.1720525355542, 325 = 74.2879968587283,
326 = 66.1908787492252, 327 =
65.8152573614369, 328 = 62.2657008940993, 329
= 74.0554575992455, 330 = 85.7586073130402,
331 = 86.2928948101806, 332 =
87.6598220688166, 333 = 90.1399872280402, 334
= 86.0978913501853, 337 = 70.8387500354808,
338 = 78.5937926091124, 339 =
70.6950804178059, 340 = 87.438520441128, 342 =
92.5213839769729, 343 = 102.378419393077, 344
= 85.0238019471778, 345 = 72.8762513262594,
346 = 72.6228819984185, 347 =
81.1654567619091, 349 = 78.3450939928028, 350
= 76.6760270351669, 352 = 75.2428172641382,
353 = 79.6739550631345, 357 =
71.0420905987829, 358 = 78.0733766581968, 359
= 72.1671831213948, 360 = 80.4978473964074,
361 = 79.5903341254127, 362 =
86.6265427814877, 363 = 79.3966426430145, 364
= 85.4671600734301, 365 = 82.9095256594302,
366 = 84.4415547360298, 367 =
85.1904545148307, 368 = 77.6229848171265, 369
= 80.2167176338437, 370 = 77.3373755829569,
371 = 83.1676705091396, 372 =
89.2560540133927, 373 = 80.4639921112459, 378
= 77.245093997922, 379 = 85.2677000281818, 380
= 90.215667840295, 381 = 76.1102002211191, 382
= 87.6249564704544, 383 = 87.4398090390147,
384 = 84.1095310935337, 385 =
79.1562269105515, 386 = 85.5934764092973, 387
= 98.7531207951121, 389 = 85.9347725143981,
390 = 84.2941407570067, 397 =
77.2171222855835, 398 = 80.9121387865831, 439
= 57.2045954752457, 440 = 67.7570085240484,
441 = 62.9536605259815, 450 =
90.4666378993466, 451 = 83.6476493271591, 452
= 86.9342381144454, 453 = 73.1538579980506,
454 = 64.384985015616, 455 = 85.7945673310759,
456 = 82.7624962805194, 457 =
81.2821046513838, 460 = 79.321878643719, 461 =
79.9667263208823, 463 = 81.0322106602609, 464
= 84.1431793985651, 465 = 93.7993160576021,
466 = 98.2704310637656, 467 =
82.5420987584072, 468 = 75.5672547852816, 469
= 80.248251209927, 470 = 80.8651706229334, 471
= 94.3174673333582, 472 = 86.7361721030827,
473 = 81.7586923974776, 474 =
74.0726632955037, 475 = 70.0284584698567, 476
= 71.5535496757088, 477 = 81.0025807057001,
479 = 91.7308383036506, 480 =
81.0784502701149, 481 = 72.2095846621798, 482
= 72.979259813088, 484 = 70.8600040668656, 485
= 73.4787844037912, 486 = 78.9891551443079,
487 = 79.2206148241709, 488 =
80.7180831147527, 489 = 79.2753446912306, 490
= 79.1010123982854, 492 = 81.6812207799931,
495 = 70.7988796609376, 496 =
74.6641674905638, 499 = 75.1245518357531, 500
= 80.3872026175668, 501 = 77.4667632591758,
502 = 86.8204922556349, 503 =
79.8089038765991, 504 = 82.4403397765987, 505
= 71.6471958108532, 506 = 75.5783345927997,
507 = 76.769118610914, 509 = 76.4477682378134,
510 = 81.5466732120829, 511 =
77.8782296283312, 513 = 84.060982961142, 515 =
89.0287954817024, 516 = 86.0735313472784, 519
= 80.1173307913022, 520 = 85.1693440506807,
521 = 84.1542434220423, 522 =
85.2449719714364, 524 = 78.7706655432407, 525
= 84.4314747597488, 526 = 78.7717024823235,
527 = 80.8016231408675, 530 =
84.9837149460136, 532 = 76.8970444609396, 533
= 72.3555236926159, 534 = 88.4984759917225,
535 = 80.4450947271173, 537 =
74.5257113891546, 538 = 83.7004721482739, 541
= 63.589661853255, 548 = 69.7137657085135, 550
= 97.0615966290901, 551 = 84.1403062941744,
552 = 92.1844814553701, 553 =
80.8065317613273, 554 = 92.1357496932529, 555
= 80.6520058151226, 558 = 84.8170184704873,
559 = 84.2763919040947, 560 =
89.4744832057539, 561 = 80.7810805130008, 562
= 81.9267346709404, 563 = 79.0635560900494,
564 = 78.7626260251038, 565 =
74.2180762887246, 566 = 64.2669828395363, 568
= 74.2135308138776, 569 = 86.4270412765805,
570 = 88.3601556010049, 571 =
83.4418782875624, 573 = 88.803039689205, 574 =
82.2868251386387, 575 = 76.0170685349382, 576
= 71.9468282580041, 577 = 78.9467619619088,
578 = 69.418138747967, 579 = 74.6304456744777,
580 = 69.4930625333751, 582 =
74.4731611651496, 583 = 79.1708152849917, 584
= 88.9307075802557, 585 = 81.865740195844, 586
= 87.5971217935241, 587 = 93.7156244957703,
588 = 89.5393503552757, 589 =
89.5665557527346, 590 = 87.9336365042456, 591
= 85.2553879695686, 592 = 87.7465708928493,
594 = 94.2063559867851, 595 =
88.1372837885176, 598 = 75.7962074716737, 599
= 72.6252179233568, 600 = 72.6822022618682,
602 = 74.081840840044, 606 = 73.0601896285439,
607 = 72.6239699448244, 608 =
81.4763949729877, 611 = 81.2624722305272, 612
= 77.7795318834189, 613 = 67.5176544341317,
615 = 83.5441617227168, 616 =
88.3196410313945, 618 = 82.193522728501, 619 =
79.2170631706709, 621 = 69.0772776962002, 622
= 69.9814204827043, 623 = 77.2235029855288,
624 = 90.4972156535322, 627 =
101.327522815842, 628 = 94.8697145087443, 629
= 98.1276590714607, 630 = 87.931651850259, 631
= 86.1839419216882, 632 = 87.5242146910879,
633 = 86.5471179628989, 635 =
85.4107390178235, 636 = 90.1607881052177, 654
= 73.4280298142723, 661 = 91.0894446545362,
665 = 73.8100145650762, 666 =
76.3791468132994, 669 = 95.7012899778538, 670
= 87.2036651595703, 671 = 85.8293190242111,
672 = 91.9125325814915, 673 =
87.7787743776634, 674 = 87.9101967966302, 676
= 80.8823369825712, 677 = 76.4792466895384,
678 = 88.2877315396086, 679 =
79.1417717308088, 680 = 67.2996375467742, 681
= 77.1930088882559, 682 = 65.011125302197, 683
= 72.0278918184682, 684 = 74.7931203861579,
685 = 79.3525780677689, 686 =
70.7043326018774, 687 = 80.5561123018633, 690
= 75.6523488022499, 691 = 66.7639969018255,
692 = 73.1870710795264, 693 =
70.1041762121857, 694 = 67.1620451245117, 695
= 83.4044096479051, 700 = 78.6144389217465,
701 = 80.8528427034462, 702 =
86.0656601134631, 703 = 91.6865082718226, 704
= 84.8426922255946, 705 = 83.3134747575641,
706 = 78.9688142568931, 707 =
83.4323154379497, 708 = 82.304147069547, 710 =
76.5142093934266, 711 = 91.3407978612291, 712
= 78.2909355466336, 713 = 74.9246028520089,
714 = 84.5194884062872, 716 =
87.2142301378594, 717 = 87.7825053677935, 718
= 91.948816340159, 719 = 105.892272392999, 720
= 98.7625233134308, 722 = 82.5476876406364,
724 = 76.5534258991196, 725 =
75.1571928009131, 726 = 82.630659091201, 727 =
81.2868151243877, 728 = 85.7933906999354, 729
= 86.1543474000046, 730 = 91.2415504646499,
731 = 83.1191910755826, 732 =
80.0915398590385, 733 = 87.4395431378903, 734
= 86.1755803291021, 735 = 80.8417005026114,
738 = 89.3111703121904, 741 =
93.6575722286856, 742 = 88.3294538078097, 743
= 72.8917873822184, 746 = 78.1728347132022,
747 = 79.2301534116319, 748 =
82.2355040643105, 750 = 65.844415181149, 751 =
77.4590095414082, 752 = 67.8221901574075, 753
= 75.0264221391745, 760 = 77.2737699828057,
762 = 72.775505704717, 763 = 71.8919967883389,
764 = 73.9083153229965, 765 =
83.9164496952226, 767 = 92.9548444183118, 768
= 90.4833905581213, 769 = 84.4949916539493,
770 = 87.5283677720398, 771 =
81.8595102910611, 772 = 82.9407567939631, 773
= 76.3257036427392, 776 = 82.0865149953064,
778 = 81.667370445049, 779 = 87.7868195162583,
780 = 83.8497608794844, 781 =
90.1342556851289, 783 = 85.4711565595053, 784
= 80.2792808421635, 785 = 86.3897798909804,
786 = 73.6699479105454, 787 = 71.615909677883,
788 = 74.4004725357912, 789 =
74.7885228804081, 790 = 82.1176455220365, 791
= 96.9240077510471, 793 = 95.4413418558165,
794 = 86.2065920214497, 795 = 82.977518034611,
796 = 89.8318030629244, 797 =
89.5123420248404, 798 = 84.5614473483946, 800
= 74.4015446789786, 801 = 80.6736553528266,
802 = 81.7041700918726, 803 = 72.463471245385,
804 = 72.0586921795678, 805 =
76.5024013864064, 806 = 75.325971953388, 807 =
70.6029258660887, 808 = 72.2840277391673, 809
= 73.0413054969414, 810 = 74.295916913954, 811
= 69.2117834140097, 813 = 77.0604029757868,
814 = 73.7025538261336, 816 =
80.9639134948613, 817 = 82.2618340544139, 818
= 91.6034438048301, 819 = 94.9339494745913,
820 = 85.6836725539911, 821 =
81.5574220706343, 822 = 86.0809113092808, 823
= 78.5381038475491, 824 = 84.9629579057271,
825 = 84.7578906680741, 826 =
78.5005766732455, 827 = 76.7469442871353, 828
= 80.0449480345728, 829 = 66.8665412153605,
831 = 81.8506554618954, 832 =
99.1595201899182, 834 = 100.477582599516, 835
= 93.6752606795323, 836 = 99.6661397231021,
838 = 90.462711684147, 839 = 77.4835094106744,
840 = 68.5823442563114, 841 =
86.1901384622204, 842 = 79.2433974311801, 843
= 75.0415604229105, 867 = 79.0412189924586,
868 = 87.7499903385751, 869 =
94.0083151532833, 870 = 90.668692447676, 871 =
92.5438211317049, 873 = 88.528029568811, 875 =
96.7619766714202, 877 = 79.0287205188443, 878
= 80.5343466822987, 879 = 73.993352923078, 880
= 80.0346323646741, 883 = 66.4607174905798,
884 = 73.8798261070662, 885 =
63.9609833816502, 895 = 78.8595129962367, 896
= 88.819029328061, 897 = 81.0371056231613, 898
= 94.4901890359367, 899 = 92.4908856275682,
900 = 89.9143404557509, 902 =
87.6994899979414, 906 = 85.1938444780772, 907
= 91.8034250739776, 908 = 102.240247247048,
910 = 97.2766767398262, 911 = 93.480308205863,
912 = 88.846213084248, 913 = 94.7561848211232,
915 = 77.6703540891296, 916 =
71.0776645772578, 917 = 75.4788109432399, 918
= 85.5124796068462, 919 = 88.5983419791208,
920 = 86.5339156581494, 921 =
90.0304257257342, 922 = 90.232155656608, 923 =
78.1192474077254, 924 = 77.0257259584703, 925
= 81.1814443087667, 927 = 95.0314714968793,
928 = 80.4934946189076, 930 = 85.993543895047,
932 = 92.3309548463845, 933 =
88.1494659429956, 934 = 88.0099777591766, 935
= 81.2314092066689, 936 = 83.4628527571764,
937 = 81.3869205477099, 938 = 83.082729103918,
939 = 83.0142032531187, 940 =
82.2559627808256, 941 = 84.8355656999895, 942
= 75.8185052312308, 943 = 83.4607130271849,
944 = 73.4026700354284, 945 =
69.7906109026862, 946 = 74.3032116637858, 947
= 83.2949965191843, 948 = 86.8623117211819,
949 = 91.6056382461145, 950 =
90.6041196607224, 951 = 79.9555363622215, 952
= 86.9242865093378, 953 = 88.7858189125962,
954 = 91.802913924504, 955 = 84.4714469192405,
956 = 94.3642839536706, 957 =
96.9797062747291, 958 = 86.8375979757565, 959
= 77.4696623506254, 961 = 85.6495988926795,
962 = 80.4739422552492, 963 =
91.3966110933397, 964 = 81.2626821614279, 965
= 77.762740317585, 966 = 87.8687556031744, 967
= 76.3921637250591, 969 = 85.1015325244979,
970 = 80.2504411760973, 972 =
67.9194876077182, 973 = 82.116045967684, 974 =
75.05071902367, 975 = 78.6512985613843, 983 =
75.163188698443, 984 = 75.3214695561671, 985 =
83.8256735962218, 986 = 74.5719761780861, 987
= 80.1050689012284, 988 = 68.7250863969017,
990 = 81.1439227925417, 991 =
83.7259131448952, 993 = 81.9187815094732, 994
= 76.928872546744, 995 = 74.6359614896312,
1000 = 73.3107629372267, 1001 =
64.170454458714, 1002 = 63.9141682350402, 1003
= 73.7329799182671, 1004 = 75.082753816648,
1005 = 74.9791357163747, 1006 =
60.2945323710779, 1008 = 85.4978670648134,
1009 = 75.6745829840928, 1010 =
82.8031353927961, 1012 = 80.5764634041086,
1013 = 81.9772368612325, 1014 =
83.5717780400515, 1015 = 88.8787771516292,
1016 = 85.468301180109, 1018 =
91.3887345029314, 1019 = 83.9014467173662,
1020 = 74.2662858439463, 1021 =
82.235129918668, 1022 = 81.4692418460953, 1023
= 75.109754773328, 1025 = 86.2978510868049,
1026 = 81.8092213205961, 1027 =
78.6903479343829, 1028 = 80.8200182861211,
1030 = 78.270034965595, 1031 =
80.2927841481298, 1032 = 88.8496906002605,
1033 = 85.5982376867331, 1034 =
81.3877221701159, 1035 = 80.8538725439433,
1036 = 88.4183701186853, 1037 =
88.2322903327523, 1038 = 94.8736847374222,
1039 = 83.8009009346191, 1040 =
82.0660093297361, 1042 = 81.3209444807855,
1043 = 81.7322074558148, 1052 =
71.3907576978946, 1053 = 78.6625552136165,
1054 = 71.1511380580414, 1055 =
72.8032099202077, 1056 = 74.7561507392158,
1057 = 80.3713397243682, 1061 =
99.2717566225049, 1062 = 92.5001145666808,
1063 = 80.2213314141883, 1064 =
83.5298371782047, 1065 = 78.5958518695357,
1066 = 83.690517291348, 1067 =
79.4233375432605, 1068 = 87.0644239928914,
1069 = 80.05157220436, 1070 =
74.9730173530826, 1071 = 76.9344491843272,
1072 = 91.3821496035078, 1073 =
80.1178753090971, 1074 = 83.5438896013247,
1076 = 77.4678503415334, 1077 =
85.9782866522063, 1078 = 73.7183822736956,
1079 = 86.6848572788031, 1080 =
69.3152266873778, 1081 = 69.2941663954349,
1098 = 96.2391557026336, 1099 =
86.2186580117974, 1100 = 70.7587100507183,
1105 = 73.9828561758675, 1106 =
81.3465273703587, 1108 = 82.0082160806587,
1109 = 73.5245154706414, 1112 =
81.3487289389628, 1113 = 79.3934176596395,
1114 = 82.445548699911, 1117 =
83.2273730164988, 1120 = 78.2069022034963,
1121 = 75.9718574083019, 1122 =
80.1322485908279, 1123 = 77.3391578841884,
1124 = 72.6219360203908, 1126 =
84.307954509944, 1127 = 76.6568797595768, 1128
= 85.9856243762245, 1129 = 90.3123843560097,
1130 = 77.9558365265657, 1131 =
77.8643932144875, 1132 = 82.6535844080015,
1133 = 85.7072102212597, 1134 =
91.825835945969, 1135 = 84.1109102652089, 1136
= 100.016180683788, 1137 = 94.7807491172451,
1138 = 92.0806458946111, 1139 =
93.2150240059961, 1141 = 98.6265951117565,
1143 = 92.4567225313786, 1144 =
83.8636819639955, 1145 = 78.7498517028735,
1147 = 82.5092251679119, 1148 =
86.819878018116, 1150 = 77.4517033408487, 1153
= 76.6093995385818, 1154 = 66.2683067211413,
1155 = 60.8216631869453, 1156 =
84.7076142844007, 1157 = 90.2846765907229,
1159 = 75.2578852897124, 1160 =
79.688338070545, 1161 = 91.5847987922339, 1162
= 90.0970525547208, 1163 = 80.8899676746768,
1164 = 90.2873535365094, 1165 =
88.2228314425194, 1166 = 92.1567667875106,
1167 = 84.2944883879239, 1171 =
70.5354787331887, 1172 = 81.7688167986539,
1173 = 72.5353933320908, 1174 =
72.8052920060179, 1175 = 68.5629012018913,
1176 = 84.6317766493987, 1178 =
71.837750302227, 1179 = 80.1879941308512, 1180
= 86.7712498416191, 1183 = 76.5121547823571,
1185 = 85.8039887421804, 1188 =
65.5276162410719, 1189 = 72.7583435901679,
1212 = 78.6899297688281, 1213 =
76.0743768940556, 1214 = 69.8120947197091,
1216 = 78.9812088178554, 1217 =
70.1575770959575, 1219 = 74.5830994893989,
1220 = 86.6077381288347, 1221 =
92.4989270727474, 1222 = 85.3138796050583,
1223 = 77.2316506936306, 1224 =
91.0061595580561, 1225 = 89.8739133155186,
1227 = 75.5768444308698, 1228 =
90.2529329867478, 1230 = 78.9094238763531,
1231 = 82.9309166066717, 1232 =
86.3360441903286, 1233 = 71.6758445292974,
1234 = 80.8085733516609, 1235 =
85.2086962826717, 1236 = 72.0255020158906,
1238 = 83.9518254128963, 1239 =
69.8061635750821, 1240 = 71.4569637477409,
1241 = 72.9112194156255, 1242 =
79.6003340597961, 1244 = 72.6182663731925,
1246 = 75.2317657251702, 1247 =
75.7194922095882, 1248 = 66.4590649089005,
1256 = 83.7762685563642, 1257 =
78.3551949780805, 1258 = 81.7104406594029,
1259 = 76.5403539502774, 1260 =
72.0585491226877, 1261 = 74.9683469800252,
1262 = 79.2405673952972, 1263 =
88.1049516869862, 1265 = 77.8870591749183,
1266 = 79.7623752475377, 1267 =
91.1255268380795, 1268 = 92.0721502939164,
1270 = 92.7753159632699, 1271 =
89.4694275917322, 1272 = 82.8744479150449,
1273 = 97.0915841365261, 1275 =
95.2447646866515, 1276 = 96.5041098892427,
1277 = 83.1400877630124, 1278 =
88.3802056603226, 1279 = 86.0098232615866,
1280 = 89.8203591944076, 1281 =
81.9753153712975, 1282 = 76.0221159378164,
1283 = 79.972320737031, 1284 =
74.7962953157388, 1285 = 80.2739621305701,
1286 = 72.2316888407003, 1287 =
83.7331811136809, 1288 = 74.1431378355751,
1290 = 77.6549913899794, 1291 =
78.9167799262122, 1292 = 76.5790358180105,
1293 = 81.6641699098906, 1294 =
79.9250888102148, 1296 = 76.8879116057255,
1297 = 74.4564638609503, 1298 =
74.4506699125288, 1299 = 75.3572448831255,
1300 = 79.3703812258778, 1302 =
85.2716026917879, 1303 = 86.5047580475074,
1304 = 80.5868460915446, 1305 =
77.6154504248286, 1307 = 83.5403755927059,
1309 = 80.7315119846702, 1310 =
67.7011160722634, 1312 = 79.6441071656668,
1313 = 80.650398161142, 1315 =
86.5552740907706, 1316 = 71.0928553863537,
1317 = 72.477094598041, 1318 =
78.9223256170605, 1319 = 76.3483394782531,
1321 = 90.6609760226437, 1322 =
87.9915229409908, 1323 = 86.0484197965279,
1324 = 78.5751890566986, 1326 =
83.9766571294367, 1328 = 87.88528660134, 1329
= 81.9035816922711, 1331 = 79.3161535073157,
1332 = 81.641639156373, 1333 =
80.0070835407719, 1335 = 83.0275077194742,
1336 = 89.6814070834734, 1337 =
84.0751846475683, 1338 = 76.412270977282, 1352
= 69.8080567294764, 1353 = 53.2616253108762,
1354 = 51.2492979541194, 1355 =
61.0468166215754, 1356 = 57.7639353559365,
1357 = 57.7701907559795, 1358 =
72.7940721096753, 1359 = 85.6595227180584,
1360 = 72.8384687414699, 1361 =
71.8315310077714, 1362 = 71.9522823830016,
1363 = 72.3513298792274, 1365 =
74.1560420157646, 1366 = 76.8056741058947,
1367 = 74.0264444750447, 1368 =
78.2321076214819, 1369 = 73.914122879047, 1371
= 75.0551950718911, 1372 = 86.0073128654619,
1374 = 91.0569413286337, 1376 =
80.8360225185615, 1377 = 86.4199910149668,
1379 = 73.2921053013931, 1380 =
75.4597275677582, 1381 = 69.3533239854367,
1382 = 76.0260733845511, 1384 =
77.6277838165191, 1385 = 75.069884553076, 1386
= 98.2263847529505, 1387 = 87.6810103442597,
1388 = 75.1604240832833, 1389 =
74.3458315107202, 1391 = 73.3002634917143,
1392 = 83.6157130715792, 1398 =
79.9537105440847, 1399 = 70.46074851483, 1400
= 77.2601202286922, 1409 = 80.8282595251876,
1410 = 76.9344853669954, 1411 =
78.3913112365005, 1412 = 72.0322859903909,
1414 = 77.7711465400363, 1416 =
94.4636290636418, 1417 = 93.6379151894199,
1418 = 99.0031994081537, 1419 =
97.4280761905334, 1420 = 89.2504402923313,
1421 = 94.1077882629613, 1422 =
107.269174832533, 1423 = 92.8678848541314,
1424 = 94.2889994960424, 1425 =
107.620932509465, 1426 = 106.475932642163,
1427 = 96.9915069560389, 1428 =
98.3302395569871, 1430 = 92.7831716656256,
1431 = 87.1331643149456, 1432 =
85.9854477636121, 1433 = 83.195326707473, 1434
= 85.9097832897526, 1437 = 94.9485335718145,
1438 = 91.1686334610648, 1439 =
102.41015792873, 1440 = 88.321777094898, 1441
= 83.7697987709303, 1443 = 86.9010692144556,
1444 = 92.244654727346, 1445 =
88.6441665944391, 1447 = 78.1071301322919,
1448 = 84.8695275020175, 1449 =
90.542571493847, 1450 = 87.2972854277228, 1451
= 82.2366134593851, 1452 = 81.3782742877963,
1454 = 77.8689270931031, 1455 =
63.546832362454, 1457 = 77.7050489276129, 1458
= 84.5727845252252, 1459 = 82.6648105998681,
1461 = 72.414794166201, 1462 =
76.166513633793, 1463 = 81.8269957655737, 1465
= 94.9891019292713, 1466 = 89.3311021392634,
1467 = 92.6497312324486, 1468 =
82.7084731622204, 1469 = 87.6122151596013,
1470 = 87.0553431396746, 1471 =
79.7192074849166, 1472 = 92.4047654130091,
1473 = 91.6943352155633, 1474 =
88.6189186306525, 1476 = 79.9730978404541,
1477 = 73.7144545559311, 1478 =
85.0605941133807, 1479 = 84.4639595909291,
1480 = 88.2233760678456, 1481 =
93.2438205593953, 1482 = 89.444839137814, 1484
= 98.1159162349848, 1485 = 92.2695935073497,
1486 = 90.0206002886151, 1487 =
87.4864279883394, 1488 = 93.3231653878901,
1489 = 94.7705731654116, 1491 =
94.2828369468736, 1492 = 80.2944119313319,
1493 = 90.6658463499635, 1494 =
81.8951784866649, 1495 = 74.4444802038043,
1503 = 95.7777490757643, 1504 =
56.3185280480885, 1505 = 59.307736832154, 1506
= 70.9976429935504, 1507 = 57.899197995454,
1508 = 67.8652898830278, 1509 =
56.3770702890282, 1510 = 68.6014434742475,
1511 = 78.9515514395322, 1514 =
85.0089416800978, 1515 = 89.0962100379139,
1517 = 97.9539013589164, 1518 =
87.8056217515962, 1520 = 86.6711378690902,
1521 = 81.9058763670317, 1522 =
76.9860943433218, 1523 = 75.0626491197799,
1524 = 81.5501596469623, 1525 =
84.9811241654324, 1526 = 73.1854741916806,
1527 = 78.3801139263854, 1528 =
69.2061527752318, 1529 = 68.262956467343, 1530
= 73.620236879416, 1531 = 67.3096436356505,
1532 = 69.8865922592516, 1533 =
84.6102262276023, 1534 = 81.9261242476946,
1535 = 82.2059935456558, 1536 =
79.4030147738155, 1537 = 80.5203517795294,
1538 = 67.9965423846319, 1539 =
74.6944668549531, 1540 = 74.9716323483791,
1541 = 76.7639744818178, 1543 =
72.7037427396918, 1544 = 88.2412640250675,
1546 = 69.2638811767766, 1547 =
78.824140849621, 1548 = 69.5271753236322, 1549
= 72.5803705353122, 1551 = 82.4715681822178,
1552 = 79.1682679955738, 1553 =
74.3244781151735, 1554 = 82.8000187598187,
1555 = 84.2234390323244, 1556 =
91.4434231194524, 1557 = 77.7892517753068,
1558 = 71.4481294273452, 1559 =
73.8313941107108, 1560 = 92.1198287268537,
1562 = 86.3993071012548, 1564 =
83.4408167730213, 1565 = 85.7995612554597,
1566 = 85.9516768651151, 1568 =
91.4557286500711, 1569 = 86.4107330462342,
1570 = 90.4714221076156, 1571 =
82.3689270825615, 1572 = 79.766152048944, 1573
= 84.7923878049857, 1574 = 83.5143566745282,
1575 = 78.5845425915904, 1576 =
74.6165800875611, 1577 = 87.7803976554617,
1578 = 85.562792318213, 1579 =
81.5320727884235, 1580 = 79.1140797199944,
1582 = 78.1329573912262, 1583 =
83.9365676795821, 1586 = 82.592950998612, 1587
= 93.4167284650602, 1609 = 82.7433132474381,
1610 = 81.2646173014467, 1611 =
59.4986745806458, 1617 = 76.0194425974525,
1619 = 79.3613007351619, 1620 =
85.1264670381173, 1622 = 72.025650059691, 1623
= 68.8083550304887, 1626 = 69.9451082466259,
1627 = 61.5538219408457, 1628 =
74.8108222407179, 1629 = 71.6407034728021,
1630 = 77.0556034576698, 1631 =
78.4054958242174, 1633 = 77.6155586370475,
1636 = 75.9630841805089, 1637 =
72.1002601940497, 1638 = 85.6289371916328,
1641 = 74.1460089464526, 1642 =
61.6374620671467, 1643 = 70.7691315923104,
1644 = 67.2988971426917, 1646 =
61.1810891586037, 1647 = 69.5674799928655,
1648 = 71.602738636265, 1649 =
73.4028432962236, 1650 = 76.6569181476467,
1651 = 79.9148999616386, 1653 =
86.4357012086365, 1654 = 81.1775323912438,
1655 = 84.119679778797, 1656 =
85.402929380093, 1657 = 82.7627439014715, 1658
= 70.7819682056313, 1660 = 67.9052502616649,
1661 = 78.652475093635, 1663 =
70.6276348666524, 1664 = 69.6695257567317,
1665 = 64.8890605318199, 1666 =
70.1761874948454, 1667 = 70.2374228539524,
1669 = 67.9065781398514, 1671 =
81.6190974099797, 1672 = 87.8851440744762,
1673 = 97.3849596874343, 1674 =
86.5241167075579, 1675 = 93.4248542092446,
1676 = 89.1987551695993, 1677 =
90.1060342661619, 1678 = 78.2485601099645,
1679 = 79.9307718889112, 1681 =
70.0656650578707, 1682 = 80.0640999419431,
1683 = 79.1755280362233, 1686 =
89.7320838890807, 1687 = 75.4095499220236,
1688 = 79.3817130044786, 1689 =
78.4849091145908, 1690 = 91.048383914646, 1691
= 81.8997334602669, 1692 = 84.6761602516068,
1694 = 80.2175722581901, 1695 =
91.5725430630879, 1696 = 91.628590496777, 1697
= 89.0464870085726, 1716 = 88.5885533045496,
1717 = 96.4535630783964, 1725 =
81.1676544912177, 1727 = 87.4875558845023,
1728 = 76.8194257836458, 1729 =
81.8014525719085, 1730 = 76.7223439265005,
1731 = 67.0685059638769, 1733 =
95.7905201531345, 1734 = 90.2349916823986,
1735 = 94.7078584004424, 1736 =
105.170175221039, 1737 = 99.170377841968, 1738
= 97.7820599968333, 1739 = 95.6039514641455,
1742 = 94.7068569735684, 1743 =
102.771596967052, 1745 = 74.9815613875747,
1746 = 85.5831139252158, 1749 =
90.7927488962714, 1750 = 86.0049237722474,
1751 = 84.8255094542954, 1753 =
79.386162599094, 1754 = 79.6621935520373, 1756
= 74.6270691094886, 1759 = 84.3942070646523,
1760 = 77.6806671162599, 1761 =
88.1228910286235, 1762 = 90.1148845608932,
1763 = 83.8217708935571, 1764 =
86.0901845603889, 1765 = 79.9109111371181,
1766 = 76.7218494755514, 1768 =
72.6232005181101, 1769 = 73.4195759474492,
1770 = 77.8200434879278, 1772 =
74.3337926215073, 1773 = 73.0703571558387,
1775 = 65.1196795300147, 1777 =
74.494713358897, 1779 = 72.9245735370501, 1780
= 75.6093810712553, 1781 = 84.2773021217239,
1782 = 72.0672282099751, 1783 =
73.3817489522363, 1784 = 77.7886942013736,
1785 = 76.4091329724605, 1786 =
81.1538814888388, 1787 = 86.0514185042298,
1790 = 85.2158201076026, 1791 =
85.1874159511842, 1792 = 80.033952897303, 1793
= 74.4163992458116, 1794 = 79.7871531785753,
1795 = 85.1173650678724, 1796 =
80.2138160019999, 1797 = 86.0652952743424,
1798 = 89.9668320912868, 1799 =
86.0792130471274, 1801 = 66.9145194744974,
1802 = 79.2568501324841, 1803 =
77.7727142397767, 1804 = 74.3944056445555,
1805 = 68.2053781040699, 1806 =
67.3031377606602, 1807 = 80.8936317156902,
1808 = 67.7548576130762, 1809 =
65.7022458072215, 1831 = 59.4023458213621,
1832 = 69.9102813571248, 1833 =
63.4489828093986, 1836 = 70.7439031933525,
1837 = 63.9443728803353, 1839 =
76.5863414315401, 1840 = 74.4751796117191,
1841 = 89.5135984911753, 1842 =
73.2051719127979, 1843 = 79.0984077739603,
1844 = 83.7715064911638, 1845 =
83.9189237691161, 1847 = 88.6376282174483,
1848 = 77.5736987920104, 1850 =
80.9464029255252, 1851 = 77.2955898588913,
1852 = 77.9940368016966, 1853 =
71.7935387789879, 1854 = 79.0389398575184,
1855 = 81.1505857899125, 1856 =
83.4903694043415, 1857 = 82.8905937182442,
1859 = 80.7697784633465, 1861 =
72.2743793136679, 1862 = 78.776506452609, 1863
= 80.7627015069475, 1864 = 86.2979210324912,
1865 = 76.5905272372794, 1867 =
86.5231628611601, 1868 = 73.5911940539524,
1869 = 78.2125853936846, 1870 =
78.6926984647243, 1871 = 73.5243925545992,
1872 = 82.290260559639, 1873 =
83.0071806374317, 1877 = 74.1823343650654,
1878 = 81.4827536927664, 1880 =
78.2968588145241, 1881 = 84.8017513297157,
1882 = 83.9275842527983, 1884 =
92.9826825290022, 1885 = 91.910567140586, 1886
= 89.4153120565346, 1887 = 89.624686160947,
1888 = 91.8726888991075, 1889 =
100.581988925268, 1890 = 93.1314411212917,
1893 = 78.5244678973644, 1894 =
86.1190982216915, 1912 = 55.4949045374447,
1913 = 50.9074671071588, 1922 =
95.9581520673368, 1923 = 90.765087161132, 1924
= 80.9188923815481, 1925 = 68.876042389612,
1926 = 83.4728937644894, 1928 =
86.5053397982919, 1930 = 81.0093388588642,
1933 = 90.4317952465883, 1934 =
86.0102940109015, 1935 = 79.234207380525, 1936
= 85.9434089444101, 1937 = 86.1458218386272,
1938 = 93.6420802447713, 1939 =
100.771832643765, 1940 = 92.7563233743028,
1941 = 79.5158658477621, 1942 =
72.6457764406288, 1943 = 77.4193363436526,
1944 = 87.1661354292775, 1946 =
80.887893289068, 1947 = 80.0987065398148, 1948
= 81.0158112653119, 1949 = 85.448489293808,
1950 = 77.0248630930378, 1951 =
87.0648343082069, 1953 = 82.4107421394984,
1954 = 88.3758592439539, 1955 =
84.9912289710481, 1956 = 95.080859282033, 1957
= 90.5086804910798, 1958 = 92.5094969929407,
1959 = 91.2984120777565, 1960 =
82.1374942802754, 1962 = 86.6320854357875,
1963 = 85.5773865544644, 1964 =
80.1688286045242, 1966 = 81.6091929177575,
1967 = 82.1873385847956, 1968 =
82.9364877457219, 1969 = 89.2124264768939,
1970 = 83.6514871663417, 1972 =
82.7342794648526, 1973 = 74.3359807545735,
1974 = 73.4294820320377, 1976 =
75.5276858526356, 1977 = 83.2126898237313,
1978 = 76.0036662192358, 1979 =
79.5548542774437, 1980 = 88.9428889245753,
1981 = 72.6163237245293, 1982 =
79.5196638581739, 1983 = 69.8987931356276,
1984 = 81.0669235639937, 1985 =
81.3808027405014, 1986 = 76.5108283707025,
1987 = 82.5813114052022, 1988 =
83.500605186956, 1989 = 71.5142328792949, 1992
= 78.767110881378, 1993 = 80.5830569009983,
1994 = 84.1665126000339, 1996 =
86.5585470000635, 1997 = 88.0329358018959,
1998 = 80.7357726814087, 1999 =
74.4608159556039, 2000 = 84.6008521129119,
2001 = 87.5159024448889, 2002 =
89.1796281032459, 2003 = 95.8620968490422,
2004 = 86.2629963366984, 2005 =
88.2882628210987, 2006 = 84.1535718664085,
2007 = 90.1534512504381, 2008 =
74.53078486464, 2010 = 68.8530171890937, 2011
= 91.8833774635148, 2034 = 94.9874405775417,
2035 = 82.1873799546019, 2036 =
60.2685822136771, 2045 = 81.8377296055866,
2046 = 79.5522116928051, 2048 =
76.775094175916, 2049 = 80.8209045841959, 2050
= 66.8174908421592, 2051 = 73.9329345045934,
2052 = 72.9816292474677, 2053 =
80.7980673557676, 2054 = 88.9899464735259,
2055 = 90.5777343648834, 2056 =
81.3219454637987, 2057 = 83.5843246638106,
2058 = 87.5856566621535, 2059 =
80.8861550403309, 2060 = 96.6141522387934,
2062 = 88.5171679760086, 2063 =
81.8581811474201, 2064 = 76.29564941811, 2065
= 83.812854358789, 2066 = 87.009917770591,
2067 = 83.1465261286353, 2068 =
82.5176196574989, 2069 = 85.5198548577496,
2070 = 81.2275488909297, 2071 =
81.8165344562518, 2072 = 88.4619971633813,
2074 = 84.121277435901, 2075 =
80.2315887264785, 2076 = 82.7616000623818,
2077 = 91.4689003465452, 2078 =
90.5737762165727, 2079 = 86.4042142719552,
2080 = 79.5000398114019, 2083 =
85.9074988373274, 2084 = 86.4687172111966,
2085 = 81.5261425768227, 2086 =
82.2463241871423, 2087 = 83.9408116811988,
2089 = 79.1866914287415, 2091 =
74.0514268576131, 2092 = 80.703748489155, 2094
= 73.0770075328476, 2096 = 73.9459274190983,
2098 = 71.3748984694321, 2100 =
82.2287179478239, 2101 = 87.2982577263545,
2102 = 74.5498980474362, 2103 =
73.5081868897949, 2104 = 82.2148387443407,
2105 = 79.7899873590217, 2108 =
71.9502588440702, 2109 = 82.7380527011838,
2110 = 84.2274057375979, 2112 =
85.0317120399353, 2113 = 80.3059122644598,
2114 = 99.8834293956133, 2115 =
82.6922328533815, 2116 = 92.5909804482167,
2117 = 86.3147957149442, 2118 =
83.3618930383428, 2119 = 87.5799577616535,
2120 = 88.6049581347384, 2121 =
87.1409679926855, 2122 = 82.3455378011893,
2123 = 78.8832173454776, 2124 =
65.497764925289, 2125 = 79.5565227699631, 2126
= 79.1767055175263, 2127 = 86.3062623372491,
2128 = 82.0583504777598, 2129 =
88.7594189229385, 2130 = 82.8824893386441,
2131 = 82.2250018915918, 2132 =
92.7491317828282, 2134 = 78.3218998745875,
2135 = 81.3698367919569, 2139 =
74.4019053255732, 2140 = 71.2680850730416,
2142 = 66.3432802634206, 2144 =
78.7054439572728, 2145 = 83.2617773232912,
2147 = 79.0989722192653, 2148 =
72.5796947698853, 2149 = 78.8020889748223,
2150 = 65.4818394607163, 2151 =
66.5189732353137, 2152 = 67.7721207173758,
2153 = 67.7177503334327, 2155 =
66.6444983234304, 2156 = 82.5228232084326,
2157 = 77.7344464666957, 2158 =
65.9034122894023, 2159 = 73.7605462198422,
2160 = 80.2867123162992, 2162 =
73.9883543633625, 2163 = 89.318302984721, 2164
= 91.5391424656346, 2165 = 84.4860033215149,
2166 = 80.2232732403087, 2167 =
72.8021910876297, 2168 = 79.9248637488476,
2169 = 86.3941909923957, 2170 =
83.3930983803789, 2171 = 84.0311197513614,
2172 = 78.9039280888845, 2174 =
73.2344937458964, 2175 = 85.5627968051423,
2176 = 72.0494346471928, 2179 =
95.9956794137685, 2180 = 76.7964720706076,
2181 = 89.2008432332571, 2182 =
95.0220051710965, 2183 = 82.5542886215696,
2184 = 85.8162977306845, 2186 =
86.5583834049831, 2187 = 81.3605369982943,
2188 = 86.035741271848, 2189 =
74.8931974281884, 2193 = 67.0539010563361,
2194 = 71.6115463423873, 2195 =
65.5242450949209, 2196 = 79.0534050300267,
2197 = 95.5949130414292, 2198 =
94.4041696304026, 2199 = 89.4221684286919,
2200 = 90.3596991087357, 2201 =
93.804602383898, 2202 = 84.9301605808471, 2209
= 79.6884074459541, 2210 = 77.4385298481769,
2211 = 78.002125551699, 2212 =
89.5601562458165, 2213 = 84.8620101352746,
2214 = 85.6802644643535, 2215 =
77.0543597702215, 2216 = 76.0387753396308,
2217 = 78.390885363643, 2218 =
84.7909058488239, 2243 = 63.2192261156829,
2244 = 72.9715432088414, 2245 =
68.8509734277401, 2247 = 67.3133092419497,
2248 = 63.8016301324813, 2250 =
69.8015555025856, 2251 = 83.1514531224935,
2252 = 94.8818106607094, 2253 =
89.8025899424616, 2255 = 86.8393774293371,
2256 = 77.863041455216, 2257 =
83.9448123139935, 2258 = 85.6493685254913,
2259 = 82.3133855543844, 2260 =
77.7568916252828, 2261 = 79.6028741162099,
2262 = 91.6032045742866, 2263 =
81.1844180884887, 2264 = 92.4355464039791,
2266 = 77.1076420431946, 2267 =
69.4176347173938, 2268 = 76.1719411146788,
2269 = 74.4195043567699, 2270 =
71.4805262009767, 2271 = 77.4127239334392,
2272 = 77.2476712029087, 2273 =
77.3127050244968, 2274 = 67.1964447035082,
2275 = 79.1530121274637)
|
| assign | 0:12 | 0:11 |
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0.0277491694094852, 0.012806498704681, 0.012981413526025, 0.0265150456706856, -0.00437346465614613, -0.0161208505502247, 0.0080462076775633, 0.0242849554553544, -0.0147903280956473, 0.0214409441914898, 0.00673245005990247, 0.00356464458197511, 0.0195317413225819, 0.0348210802939821, 0.0178732647823686, 0.0269340574914763, 0.00152758900950611, 0.00712991993820964, -0.0173713976868639, -0.000858474865888283, -0.0285696705171995, -0.00482439128294628, 0.0326431299277313), qraux = c(1.02600254837462, 1.0196737910696, 1.02344765555088, 1.00051007857089, 1.0153365126564, 1.02028468990105, 1.0238696086359, 1.02816773336486, 1.01438866369637, 1.00271963204832, 1.01115228021465, 1.00900863734825), pivot = 1:12, tol = 1e-07, rank = 12) |
| df.residual | 1466 | 1467 |
| na.action |
c(1 = 1, 54 = 47, 55 = 48,
57 = 49, 58 = 50, 59 = 51,
60 = 52, 61 = 53, 62 = 54,
63 = 55, 64 = 56, 65 = 57,
66 = 58, 68 = 59, 69 = 60,
71 = 61, 72 = 62, 78 = 65,
79 = 66, 80 = 67, 81 = 68,
82 = 69, 83 = 70, 175 = 144,
176 = 145, 179 = 146, 180 = 147,
181 = 148, 272 = 222, 273 = 223,
275 = 224, 276 = 225, 279 = 226,
280 = 227, 281 = 228, 282 = 229,
283 = 230, 284 = 231, 285 = 232,
286 = 233, 288 = 234, 289 = 235,
290 = 236, 291 = 237, 295 = 239,
296 = 240, 298 = 241, 299 = 242,
304 = 247, 307 = 248, 308 = 249,
309 = 250, 310 = 251, 311 = 252,
391 = 317, 392 = 318, 394 = 319,
399 = 322, 400 = 323, 401 = 324,
403 = 325, 405 = 326, 406 = 327,
407 = 328, 408 = 329, 409 = 330,
410 = 331, 411 = 332, 412 = 333,
414 = 334, 415 = 335, 416 = 336,
417 = 337, 418 = 338, 419 = 339,
420 = 340, 421 = 341, 422 = 342,
423 = 343, 424 = 344, 425 = 345,
426 = 346, 427 = 347, 428 = 348,
429 = 349, 430 = 350, 432 = 351,
433 = 352, 435 = 353, 436 = 354,
438 = 355, 444 = 359, 445 = 360,
446 = 361, 447 = 362, 448 = 363,
539 = 433, 542 = 435, 543 = 436,
544 = 437, 546 = 438, 637 = 507,
638 = 508, 640 = 509, 641 = 510,
642 = 511, 646 = 512, 647 = 513,
648 = 514, 649 = 515, 650 = 516,
651 = 517, 652 = 518, 653 = 519,
656 = 521, 659 = 522, 660 = 523,
749 = 590, 754 = 595, 755 = 596,
759 = 597, 844 = 669, 845 = 670,
846 = 671, 847 = 672, 848 = 673,
849 = 674, 850 = 675, 851 = 676,
852 = 677, 853 = 678, 854 = 679,
855 = 680, 856 = 681, 857 = 682,
858 = 683, 859 = 684, 861 = 685,
862 = 686, 863 = 687, 864 = 688,
865 = 689, 866 = 690, 881 = 702,
886 = 706, 887 = 707, 888 = 708,
890 = 709, 976 = 779, 977 = 780,
978 = 781, 979 = 782, 980 = 783,
981 = 784, 982 = 785, 996 = 797,
997 = 798, 998 = 799, 999 = 800,
1044 = 839, 1045 = 840, 1046 =
841, 1047 = 842, 1048 = 843, 1050
= 844, 1082 = 871, 1085 = 872,
1086 = 873, 1087 = 874, 1088 =
875, 1089 = 876, 1090 = 877, 1091
= 878, 1093 = 879, 1096 = 880,
1097 = 881, 1101 = 885, 1102 =
886, 1103 = 887, 1104 = 888, 1191
= 950, 1192 = 951, 1194 = 952,
1195 = 953, 1196 = 954, 1197 =
955, 1198 = 956, 1199 = 957, 1200
= 958, 1201 = 959, 1202 = 960,
1203 = 961, 1204 = 962, 1205 =
963, 1206 = 964, 1207 = 965, 1209
= 966, 1210 = 967, 1211 = 968,
1249 = 999, 1250 = 1000, 1251 =
1001, 1252 = 1002, 1253 = 1003,
1254 = 1004, 1255 = 1005, 1341 =
1074, 1345 = 1075, 1346 = 1076,
1347 = 1077, 1348 = 1078, 1350 =
1079, 1351 = 1080, 1393 = 1115,
1394 = 1116, 1395 = 1117, 1401 =
1121, 1402 = 1122, 1404 = 1123,
1406 = 1124, 1496 = 1198, 1498 =
1199, 1499 = 1200, 1500 = 1201,
1501 = 1202, 1502 = 1203, 1584 =
1274, 1588 = 1277, 1589 = 1278,
1590 = 1279, 1591 = 1280, 1592 =
1281, 1593 = 1282, 1595 = 1283,
1596 = 1284, 1597 = 1285, 1598 =
1286, 1599 = 1287, 1600 = 1288,
1601 = 1289, 1603 = 1290, 1604 =
1291, 1606 = 1292, 1607 = 1293,
1608 = 1294, 1613 = 1298, 1615 =
1299, 1616 = 1300, 1698 = 1363,
1701 = 1364, 1702 = 1365, 1703 =
1366, 1704 = 1367, 1705 = 1368,
1706 = 1369, 1707 = 1370, 1708 =
1371, 1709 = 1372, 1710 = 1373,
1711 = 1374, 1712 = 1375, 1713 =
1376, 1714 = 1377, 1718 = 1380,
1720 = 1381, 1721 = 1382, 1722 =
1383, 1724 = 1384, 1810 = 1451,
1811 = 1452, 1812 = 1453, 1813 =
1454, 1814 = 1455, 1815 = 1456,
1817 = 1457, 1818 = 1458, 1820 =
1459, 1821 = 1460, 1823 = 1461,
1824 = 1462, 1825 = 1463, 1826 =
1464, 1828 = 1465, 1829 = 1466,
1895 = 1516, 1896 = 1517, 1897 =
1518, 1901 = 1519, 1903 = 1520,
1904 = 1521, 1905 = 1522, 1906 =
1523, 1907 = 1524, 1908 = 1525,
1909 = 1526, 1914 = 1529, 1915 =
1530, 1916 = 1531, 1917 = 1532,
1918 = 1533, 2012 = 1610, 2013 =
1611, 2015 = 1612, 2016 = 1613,
2017 = 1614, 2018 = 1615, 2019 =
1616, 2020 = 1617, 2021 = 1618,
2022 = 1619, 2023 = 1620, 2024 =
1621, 2025 = 1622, 2026 = 1623,
2027 = 1624, 2028 = 1625, 2029 =
1626, 2031 = 1627, 2032 = 1628,
2033 = 1629, 2038 = 1633, 2039 =
1634, 2041 = 1635, 2042 = 1636,
2043 = 1637, 2138 = 1714, 2190 =
1757, 2191 = 1758, 2219 = 1779,
2221 = 1780, 2223 = 1781, 2225 =
1782, 2226 = 1783, 2227 = 1784,
2230 = 1785, 2232 = 1786, 2233 =
1787, 2234 = 1788, 2235 = 1789,
2236 = 1790, 2237 = 1791, 2238 =
1792, 2239 = 1793, 2240 = 1794,
2241 = 1795, 2242 = 1796, 2276 =
1826)
|
c(1 = 1, 54 = 47, 55 = 48,
57 = 49, 58 = 50, 59 = 51,
60 = 52, 61 = 53, 62 = 54,
63 = 55, 64 = 56, 65 = 57,
66 = 58, 68 = 59, 69 = 60,
71 = 61, 72 = 62, 78 = 65,
79 = 66, 80 = 67, 81 = 68,
82 = 69, 83 = 70, 175 = 144,
176 = 145, 179 = 146, 180 = 147,
181 = 148, 272 = 222, 273 = 223,
275 = 224, 276 = 225, 279 = 226,
280 = 227, 281 = 228, 282 = 229,
283 = 230, 284 = 231, 285 = 232,
286 = 233, 288 = 234, 289 = 235,
290 = 236, 291 = 237, 295 = 239,
296 = 240, 298 = 241, 299 = 242,
304 = 247, 307 = 248, 308 = 249,
309 = 250, 310 = 251, 311 = 252,
391 = 317, 392 = 318, 394 = 319,
399 = 322, 400 = 323, 401 = 324,
403 = 325, 405 = 326, 406 = 327,
407 = 328, 408 = 329, 409 = 330,
410 = 331, 411 = 332, 412 = 333,
414 = 334, 415 = 335, 416 = 336,
417 = 337, 418 = 338, 419 = 339,
420 = 340, 421 = 341, 422 = 342,
423 = 343, 424 = 344, 425 = 345,
426 = 346, 427 = 347, 428 = 348,
429 = 349, 430 = 350, 432 = 351,
433 = 352, 435 = 353, 436 = 354,
438 = 355, 444 = 359, 445 = 360,
446 = 361, 447 = 362, 448 = 363,
539 = 433, 542 = 435, 543 = 436,
544 = 437, 546 = 438, 637 = 507,
638 = 508, 640 = 509, 641 = 510,
642 = 511, 646 = 512, 647 = 513,
648 = 514, 649 = 515, 650 = 516,
651 = 517, 652 = 518, 653 = 519,
656 = 521, 659 = 522, 660 = 523,
749 = 590, 754 = 595, 755 = 596,
759 = 597, 844 = 669, 845 = 670,
846 = 671, 847 = 672, 848 = 673,
849 = 674, 850 = 675, 851 = 676,
852 = 677, 853 = 678, 854 = 679,
855 = 680, 856 = 681, 857 = 682,
858 = 683, 859 = 684, 861 = 685,
862 = 686, 863 = 687, 864 = 688,
865 = 689, 866 = 690, 881 = 702,
886 = 706, 887 = 707, 888 = 708,
890 = 709, 976 = 779, 977 = 780,
978 = 781, 979 = 782, 980 = 783,
981 = 784, 982 = 785, 996 = 797,
997 = 798, 998 = 799, 999 = 800,
1044 = 839, 1045 = 840, 1046 =
841, 1047 = 842, 1048 = 843, 1050
= 844, 1082 = 871, 1085 = 872,
1086 = 873, 1087 = 874, 1088 =
875, 1089 = 876, 1090 = 877, 1091
= 878, 1093 = 879, 1096 = 880,
1097 = 881, 1101 = 885, 1102 =
886, 1103 = 887, 1104 = 888, 1191
= 950, 1192 = 951, 1194 = 952,
1195 = 953, 1196 = 954, 1197 =
955, 1198 = 956, 1199 = 957, 1200
= 958, 1201 = 959, 1202 = 960,
1203 = 961, 1204 = 962, 1205 =
963, 1206 = 964, 1207 = 965, 1209
= 966, 1210 = 967, 1211 = 968,
1249 = 999, 1250 = 1000, 1251 =
1001, 1252 = 1002, 1253 = 1003,
1254 = 1004, 1255 = 1005, 1341 =
1074, 1345 = 1075, 1346 = 1076,
1347 = 1077, 1348 = 1078, 1350 =
1079, 1351 = 1080, 1393 = 1115,
1394 = 1116, 1395 = 1117, 1401 =
1121, 1402 = 1122, 1404 = 1123,
1406 = 1124, 1496 = 1198, 1498 =
1199, 1499 = 1200, 1500 = 1201,
1501 = 1202, 1502 = 1203, 1584 =
1274, 1588 = 1277, 1589 = 1278,
1590 = 1279, 1591 = 1280, 1592 =
1281, 1593 = 1282, 1595 = 1283,
1596 = 1284, 1597 = 1285, 1598 =
1286, 1599 = 1287, 1600 = 1288,
1601 = 1289, 1603 = 1290, 1604 =
1291, 1606 = 1292, 1607 = 1293,
1608 = 1294, 1613 = 1298, 1615 =
1299, 1616 = 1300, 1698 = 1363,
1701 = 1364, 1702 = 1365, 1703 =
1366, 1704 = 1367, 1705 = 1368,
1706 = 1369, 1707 = 1370, 1708 =
1371, 1709 = 1372, 1710 = 1373,
1711 = 1374, 1712 = 1375, 1713 =
1376, 1714 = 1377, 1718 = 1380,
1720 = 1381, 1721 = 1382, 1722 =
1383, 1724 = 1384, 1810 = 1451,
1811 = 1452, 1812 = 1453, 1813 =
1454, 1814 = 1455, 1815 = 1456,
1817 = 1457, 1818 = 1458, 1820 =
1459, 1821 = 1460, 1823 = 1461,
1824 = 1462, 1825 = 1463, 1826 =
1464, 1828 = 1465, 1829 = 1466,
1895 = 1516, 1896 = 1517, 1897 =
1518, 1901 = 1519, 1903 = 1520,
1904 = 1521, 1905 = 1522, 1906 =
1523, 1907 = 1524, 1908 = 1525,
1909 = 1526, 1914 = 1529, 1915 =
1530, 1916 = 1531, 1917 = 1532,
1918 = 1533, 2012 = 1610, 2013 =
1611, 2015 = 1612, 2016 = 1613,
2017 = 1614, 2018 = 1615, 2019 =
1616, 2020 = 1617, 2021 = 1618,
2022 = 1619, 2023 = 1620, 2024 =
1621, 2025 = 1622, 2026 = 1623,
2027 = 1624, 2028 = 1625, 2029 =
1626, 2031 = 1627, 2032 = 1628,
2033 = 1629, 2038 = 1633, 2039 =
1634, 2041 = 1635, 2042 = 1636,
2043 = 1637, 2138 = 1714, 2190 =
1757, 2191 = 1758, 2219 = 1779,
2221 = 1780, 2223 = 1781, 2225 =
1782, 2226 = 1783, 2227 = 1784,
2230 = 1785, 2232 = 1786, 2233 =
1787, 2234 = 1788, 2235 = 1789,
2236 = 1790, 2237 = 1791, 2238 =
1792, 2239 = 1793, 2240 = 1794,
2241 = 1795, 2242 = 1796, 2276 =
1826)
|
| xlevels | list() | list() |
| call | lm(formula = TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_PITCHING_SO + TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set) | lm(formula = TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_FIELDING_E + TEAM_FIELDING_DP, data = training_set) |
| terms | TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_PITCHING_SO + TEAM_FIELDING_E + TEAM_FIELDING_DP | TARGET_WINS ~ TEAM_BATTING_1B + TEAM_BATTING_2B + TEAM_BATTING_3B + TEAM_BATTING_HR + TEAM_BATTING_BB + TEAM_BATTING_SO + TEAM_BASERUN_SB + TEAM_PITCHING_H + TEAM_PITCHING_BB + TEAM_FIELDING_E + TEAM_FIELDING_DP |
| model | list(TARGET_WINS = c(70, 86, 70, 75, 80, 85, 86, 78, 68, 72, 76, 74, 87, 88, 66, 75, 93, 81, 90, 92, 75, 75, 91, 80, 72, 71, 66, 87, 70, 84, 85, 70, 82, 75, 99, 77, 92, 95, 65, 100, 92, 84, 51, 77, 76, 77, 86, 56, 55, 74, 100, 76, 69, 66, 66, 84, 56, 57, 56, 74, 53, 59, 74, 67, 81, 40, 75, 84, 68, 65, 86, 96, 79, 87, 80, 68, 94, 89, 89, 93, 87, 86, 84, 88, 86, 85, 77, 81, 76, 74, 76, 88, 67, 70, 61, 67, 82, 76, 89, 88, 80, 66, 72, 69, 55, 65, 94, 98, 104, 101, 96, 101, 106, 103, 95, 96, 90, 57, 93, 69, 60, 75, 66, 83, 80, 85, 98, 79, 79, 62, 86, 67, 66, 66, 59, 71, 69, 61, 45, 70, 74, 77, 94, 87, 69, 62, 56, 61, 55, 67, 57, 60, 73, 81, 78, 95, 77, 97, 94, 98, 76, 91, 109, 108, 104, 84, 97, 92, 88, 98, 91, 104, 100, 91, 94, 98, 85, 84, 54, 76, 67, 85, 91, 80, 88, 98, 79, 74, 63, 78, 74, 86, 79, 88, 94, 91, 107, 100, 85, 96, 96, 96, 78, 76, 79, 65, 50, 49, 54, 60, 61, 55, 45, 68, 81, 83, 78, 85, 96, 72, 81, 75, 87, 101, 99, 92, 80, 89, 73, 86, 83, 68, 76, 72, 92, 86, 87, 85, 89, 84, 96, 83, 98, 92, 84, 89, 78, 81, 78, 83, 76, 97, 85, 78, 92, 94, 85, 83, 93, 95, 95, 86, 81, 75, 75, 62, 80, 97, 98, 93, 82, 71, 105, 87, 68, 86, 72, 90, 96, 104, 95, 88, 95, 92, 105, 98, 95, 88, 79, 74, 72, 78, 103, 87, 73, 67, 68, 65, 81, 68, 67, 76, 63, 76, 67, 59, 59, 88, 92, 84, 83, 89, 77, 66, 75, 81, 79, 80, 73, 97, 77, 77, 93, 77, 78, 70, 82, 76, 68, 65, 67, 88, 89, 79, 92, 92, 71, 83, 98, 94, 105, 74, 101, 65, 70, 83, 86, 74, 76, 63, 65, 59, 53, 56, 79, 87, 90, 89, 86, 81, 72, 86, 75, 77, 78, 54, 63, 85, 85, 94, 99, 96, 89, 95, 86, 99, 86, 85, 95, 83, 89, 68, 77, 81, 75, 71, 74, 71, 87, 99, 85, 72, 71, 69, 94, 87, 96, 77, 85, 80, 75, 95, 83, 86, 90, 72, 79, 75, 64, 111, 87, 74, 90, 96, 88, 79, 83, 69, 62, 61, 63, 62, 56, 72, 78, 59, 89, 93, 81, 94, 64, 70, 77, 73, 72, 79, 84, 80, 78, 70, 98, 98, 92, 89, 77, 87, 102, 99, 98, 108, 102, 88, 91, 99, 61, 74, 70, 90, 86, 84, 88, 75, 91, 90, 73, 81, 95, 85, 66, 76, 73, 80, 64, 82, 89, 92, 92, 61, 81, 93, 93, 103, 99, 82, 87, 71, 74, 93, 86, 82, 93, 80, 87, 92, 94, 79, 79, 87, 82, 72, 84, 101, 97, 98, 97, 117, 98, 93, 82, 94, 78, 80, 79, 79, 81, 75, 87, 62, 76, 60, 71, 77, 83, 70, 82, 80, 82, 70, 75, 60, 84, 61, 78, 73, 77, 57, 76, 95, 100, 87, 97, 91, 74, 68, 80, 93, 78, 67, 73, 87, 83, 83, 72, 73, 74, 68, 67, 76, 89, 77, 66, 71, 93, 64, 83, 87, 90, 72, 82, 106, 100, 94, 88, 85, 95, 82, 93, 93, 97, 89, 82, 92, 100, 77, 53, 72, 86, 82, 75, 86, 79, 85, 89, 88, 91, 103, 90, 79, 91, 89, 85, 72, 58, 74, 74, 86, 86, 84, 89, 83, 92, 104, 85, 87, 98, 88, 59, 84, 75, 85, 75, 68, 79, 65, 79, 66, 43, 72, 71, 95, 64, 72, 76, 80, 92, 54, 79, 79, 83, 83, 78, 65, 66, 66, 65, 72, 69, 72, 79, 79, 89, 81, 64, 80, 81, 74, 92, 90, 77, 85, 80, 83, 76, 82, 86, 75, 81, 85, 93, 86, 82, 84, 102, 97, 72, 93, 84, 89, 82, 86, 69, 65, 86, 80, 88, 85, 79, 79, 91, 76, 83, 85, 92, 82, 72, 84, 90, 79, 75, 72, 77, 65, 83, 58, 62, 98, 94, 88, 69, 61, 79, 85, 73, 80, 98, 97, 84, 85, 69, 74, 70, 75, 89, 93, 105, 86, 66, 92, 100, 99, 88, 102, 94, 100, 102, 97, 98, 88, 75, 86, 94, 99, 95, 73, 76, 85, 88, 89, 96, 102, 88, 92, 98, 95, 79, 91, 79, 95, 73, 95, 78, 86, 63, 81, 82, 83, 86, 85, 71, 64, 65, 69, 74, 68, 67, 93, 96, 86, 92, 95, 87, 77, 91, 81, 74, 83, 75, 73, 80, 78, 74, 73, 68, 56, 68, 81, 74, 73, 51, 95, 85, 90, 80, 78, 91, 65, 72, 73, 79, 97, 103, 89, 79, 76, 99, 98, 106, 70, 71, 77, 80, 69, 67, 74, 67, 89, 67, 92, 67, 53, 70, 65, 81, 69, 62, 64, 66, 77, 71, 92, 79, 89, 91, 97, 75, 81, 82, 77, 85, 77, 61, 60, 70, 85, 91, 80, 74, 90, 76, 63, 68, 70, 69, 95, 90, 92, 83, 41, 51, 50, 66, 61, 73, 100, 83, 86, 83, 71, 82, 64, 66, 63, 67, 64, 90, 98, 92, 87, 91, 72, 59, 79, 78, 88, 88, 96, 94, 82, 75, 71, 83, 59, 87, 99, 74, 74, 84, 75, 93, 104, 99, 104, 95, 73, 96, 116, 106, 93, 113, 98, 99, 106, 93, 106, 108, 103, 87, 102, 102, 103, 103, 100, 108, 101, 102, 83, 102, 109, 96, 105, 99, 71, 72, 80, 93, 82, 80, 89, 84, 100, 99, 103, 89, 79, 91, 87, 98, 90, 89, 74, 71, 88, 100, 89, 92, 96, 98, 88, 96, 104, 101, 101, 97, 88, 99, 90, 87, 106, 46, 38, 58, 66, 42, 50, 56, 68, 94, 104, 107, 114, 85, 73, 63, 56, 58, 56, 57, 67, 58, 52, 76, 56, 52, 88, 85, 55, 74, 62, 54, 66, 62, 77, 61, 72, 57, 59, 75, 62, 89, 102, 97, 94, 90, 98, 63, 69, 54, 83, 68, 77, 77, 76, 103, 84, 96, 68, 72, 75, 78, 65, 74, 87, 92, 102, 96, 88, 93, 69, 91, 88, 96, 66, 83, 78, 94, 96, 96, 56, 54, 60, 53, 59, 72, 54, 55, 69, 82, 65, 49, 48, 53, 45, 67, 65, 73, 65, 85, 77, 92, 87, 79, 81, 67, 49, 82, 92, 82, 76, 63, 67, 71, 86, 101, 101, 90, 84, 91, 81, 75, 87, 65, 67, 77, 97, 76, 67, 75, 77, 65, 86, 86, 86, 88, 85, 105, 120, 91, 85, 73, 77, 68, 54, 83, 83, 95, 89, 92, 95, 101, 91, 93, 79, 90, 91, 88, 90, 72, 82, 73, 86, 66, 65, 87, 75, 60, 67, 53, 69, 65, 88, 79, 94, 80, 92, 80, 88, 97, 100, 80, 88, 93, 92, 89, 73, 84, 84, 57, 64, 80, 74, 95, 98, 96, 75, 73, 79, 78, 62, 72, 75, 67, 67, 52, 63, 61, 60, 71, 69, 84, 73, 60, 81, 81, 92, 65, 84, 75, 84, 82, 61, 65, 79, 91, 76, 74, 66, 64, 87, 88, 64, 67, 59, 65, 76, 60, 74, 74, 73, 77, 64, 82, 71, 86, 90, 76, 79, 91, 116, 93, 69, 78, 61, 57, 111, 108, 88, 74, 92, 93, 90, 98, 92, 79, 97, 98, 90, 92, 93, 76, 97, 98, 96, 101, 90, 83, 77, 78, 91, 70, 83, 64, 85, 82, 77, 101, 97, 102, 84, 70, 84, 87, 83, 89, 88, 95, 94, 91, 90, 86, 90, 72, 88, 72, 80, 74, 89, 71, 82, 87, 79, 62, 83, 92, 85, 103, 77, 75, 68, 90, 88, 86, 97, 90, 96, 101, 91, 75, 67, 92, 75, 88, 68, 82, 67, 86, 76, 64, 87, 64, 79, 92, 89, 84, 68, 82, 97, 100, 97, 106, 76, 87, 101, 101, 92, 85, 76, 97, 89, 112, 110, 102, 94, 89, 101, 83, 87, 76, 72, 80, 92, 75, 84, 84, 93, 83, 97, 76, 90, 78, 81, 87, 82, 69, 86, 94, 79, 84, 101, 79, 95, 76, 86, 70, 84, 83, 87, 75, 70, 88, 73, 83, 75, 95, 93, 97, 85, 100, 84, 63, 69, 62, 63, 70, 61, 61, 60, 56, 62, 70, 72, 65, 86, 70, 64, 57, 85, 76, 94, 87, 83, 88, 64, 77, 62, 87, 75, 70, 83, 85, 77, 90, 77, 88, 95, 71, 73, 71, 89, 79, 80, 53, 67, 57, 78, 89, 89, 100, 86, 96, 87, 63, 74, 76, 88, 84, 83, 86, 67, 80, 87, 52, 73, 71, 75, 55, 76, 96, 90, 90, 82, 78, 85, 78, 91, 81, 81, 85, 71, 105, 88, 65, 68, 67, 68, 83, 83, 67, 81, 71), TEAM_BATTING_1B = c(908, 973, 1044, 951, 889, 950, 1040, 1017, 1043, 1040, 969, 976, 1055, 1114, 1082, 1026, 1038, 972, 965, 948, 951, 1045, 1032, 1037, 996, 1002, 1025, 1035, 1106, 1066, 1042, 976, 995, 988, 1086, 1014, 1132, 1065, 913, 1015, 967, 965, 933, 910, 977, 1320, 1162, 1066, 1202, 1111, 1057, 1074, 1091, 1135, 1151, 1261, 1152, 1212, 1149, 1267, 1171, 1177, 1171, 1108, 1138, 1117, 1190, 1024, 1182, 1006, 1108, 1103, 1045, 1031, 1035, 938, 1050, 970, 1036, 1028, 993, 953, 963, 1057, 952, 1017, 929, 1109, 1096, 1069, 1045, 1016, 1015, 1027, 1027, 1027, 966, 996, 1028, 1096, 966, 992, 951, 947, 979, 925, 981, 982, 1007, 897, 1025, 1011, 951, 952, 1011, 984, 924, 1142, 1138, 1119, 977, 1021, 1057, 1070, 1312, 1300, 1273, 1170, 1224, 1128, 1069, 1036, 1084, 1149, 1034, 1112, 1099, 1128, 1124, 1020, 1062, 987, 1039, 1058, 1053, 953, 990, 931, 981, 1039, 1065, 1045, 967, 1074, 974, 981, 948, 946, 909, 986, 921, 811, 1027, 1007, 1017, 874, 1078, 1020, 966, 1036, 982, 956, 1080, 954, 1013, 1014, 957, 988, 925, 946, 966, 1002, 1016, 942, 972, 1016, 992, 992, 942, 1108, 980, 1046, 1023, 1107, 1226, 1210, 1118, 1020, 1076, 1005, 1030, 981, 1094, 1152, 1163, 1079, 1079, 1048, 1022, 1055, 1047, 1074, 1018, 1095, 1126, 1106, 1104, 1143, 1211, 1056, 1109, 1129, 1103, 1116, 1216, 1089, 1008, 1050, 1082, 1014, 968, 1020, 1001, 901, 981, 904, 913, 925, 1060, 1073, 1050, 1004, 999, 1043, 1107, 1098, 1051, 1130, 1081, 1107, 953, 1020, 1083, 1094, 990, 999, 988, 956, 1002, 1018, 1020, 975, 1105, 1101, 1146, 1187, 1210, 1012, 1102, 995, 962, 997, 1141, 1075, 1298, 1151, 1119, 1167, 1108, 1237, 1234, 1145, 1151, 1166, 1186, 1172, 1127, 1042, 1090, 1011, 1073, 1128, 1185, 1075, 1076, 1100, 917, 1029, 1086, 1024, 1030, 933, 934, 1014, 946, 1020, 1032, 992, 1003, 973, 1037, 1011, 989, 1024, 1054, 1070, 1117, 1066, 1049, 999, 987, 1060, 1034, 1062, 990, 991, 957, 927, 1009, 948, 863, 933, 936, 966, 1035, 1075, 1079, 951, 1031, 1016, 1084, 1121, 1237, 1209, 1228, 1142, 1167, 1112, 1129, 1125, 1144, 1153, 1137, 1115, 1153, 1286, 1110, 1169, 1184, 1091, 1030, 1078, 1072, 1140, 1133, 1105, 1111, 1130, 1073, 1043, 1092, 1099, 1076, 1066, 1067, 1013, 1075, 1017, 991, 915, 905, 997, 1023, 1123, 1066, 1062, 1068, 1038, 1069, 970, 956, 983, 942, 1107, 992, 1060, 1144, 1104, 1074, 989, 1073, 1041, 920, 903, 1039, 1214, 1130, 1084, 1109, 1118, 1238, 1150, 1253, 1188, 1224, 1176, 1195, 1165, 1125, 1164, 1103, 1053, 1159, 1079, 1154, 1033, 1163, 1029, 973, 1082, 1067, 1008, 1043, 992, 1058, 1052, 1031, 1004, 1047, 962, 1024, 1064, 995, 1032, 1033, 952, 1009, 995, 996, 1076, 1124, 1021, 1022, 1041, 1031, 896, 968, 994, 988, 995, 946, 963, 1017, 994, 1031, 912, 972, 1007, 962, 871, 881, 899, 1232, 1254, 1051, 1071, 1122, 1005, 999, 978, 1062, 1203, 1230, 1176, 1228, 1244, 1281, 1178, 1162, 1210, 1154, 1095, 1069, 1089, 1024, 962, 1065, 1057, 1027, 965, 1046, 1132, 1036, 1013, 1090, 1036, 1000, 927, 994, 1033, 1053, 937, 902, 992, 964, 903, 952, 962, 955, 974, 1037, 1044, 1131, 1045, 1022, 1181, 1120, 1085, 1114, 1064, 1148, 992, 1038, 966, 1048, 1049, 1111, 1058, 1096, 1053, 1079, 1016, 876, 933, 1007, 948, 1002, 1028, 1008, 1018, 1052, 1063, 1077, 1065, 913, 964, 1013, 968, 1217, 1149, 1062, 1097, 1145, 1133, 1314, 1261, 1239, 1107, 1103, 1228, 1162, 1147, 1079, 1073, 1092, 1134, 1138, 1052, 1064, 1036, 1096, 1105, 1124, 1097, 997, 1057, 1141, 1050, 916, 922, 1009, 981, 899, 935, 935, 878, 917, 889, 968, 906, 998, 1009, 1022, 1062, 1041, 1139, 1033, 1115, 1010, 1035, 1038, 1042, 918, 985, 1004, 974, 977, 878, 957, 1048, 910, 886, 939, 994, 1028, 949, 919, 992, 1025, 1011, 1034, 1049, 1010, 993, 974, 954, 984, 975, 992, 1033, 921, 1061, 913, 941, 972, 1055, 974, 934, 1020, 966, 1010, 1068, 1052, 1090, 968, 1062, 1074, 1042, 984, 1016, 1097, 1033, 998, 972, 952, 966, 961, 996, 989, 1137, 990, 940, 1058, 979, 973, 950, 951, 926, 931, 965, 1002, 1001, 985, 1045, 1047, 1115, 1089, 1079, 920, 957, 996, 989, 1059, 1027, 1010, 1001, 989, 991, 1036, 1017, 1186, 1037, 1037, 992, 1019, 1331, 1272, 1205, 1024, 1114, 1149, 1080, 1104, 1174, 1222, 1242, 1146, 1129, 1139, 1207, 1240, 1040, 1080, 1062, 1092, 1173, 1144, 1139, 1061, 1108, 1043, 1097, 1025, 1074, 1054, 978, 934, 1001, 955, 1002, 1019, 1039, 1063, 962, 929, 1071, 1135, 1081, 1122, 1107, 989, 1046, 1042, 1008, 1016, 1074, 978, 1051, 1005, 1011, 978, 1058, 1026, 1066, 1068, 979, 904, 919, 920, 945, 953, 906, 985, 921, 999, 1054, 1042, 1018, 998, 1065, 1086, 979, 1071, 1022, 997, 1107, 968, 1024, 1056, 965, 1036, 867, 866, 932, 937, 892, 1188, 1147, 953, 1079, 1021, 1039, 1054, 1050, 1184, 1127, 1254, 1099, 1157, 1255, 1287, 1224, 1157, 1159, 1225, 1158, 1235, 1186, 1280, 1253, 1253, 1185, 1123, 1171, 1127, 1044, 1183, 1145, 1008, 1053, 1100, 1113, 1068, 1003, 979, 968, 881, 934, 942, 932, 919, 945, 914, 1079, 1077, 1021, 1192, 1154, 1139, 1077, 972, 1001, 1001, 933, 1032, 1112, 1038, 1138, 1042, 1096, 1045, 1067, 1026, 973, 1049, 969, 1006, 984, 881, 865, 972, 1004, 963, 977, 985, 875, 1044, 985, 1078, 974, 972, 1029, 1087, 1006, 1033, 1017, 986, 903, 939, 885, 927, 952, 1064, 993, 976, 1054, 945, 923, 996, 882, 935, 1145, 1043, 1117, 978, 974, 1040, 1032, 1152, 1133, 1172, 1214, 1156, 1093, 1104, 1149, 1154, 1166, 1098, 1118, 1128, 1023, 954, 1062, 1094, 1024, 1077, 1075, 1059, 1102, 1051, 1057, 1045, 982, 1046, 1031, 978, 987, 1041, 974, 1037, 891, 942, 905, 1021, 1042, 1075, 1100, 1065, 1078, 1091, 1022, 938, 994, 1073, 1123, 985, 1026, 994, 1095, 1003, 1072, 1093, 1046, 1138, 1127, 1037, 1024, 988, 998, 970, 940, 1050, 1247, 1226, 1091, 1031, 1192, 994, 1015, 1101, 1074, 1012, 1064, 1159, 1058, 1285, 1116, 1110, 1121, 1101, 1145, 1164, 1134, 1037, 1074, 1042, 1091, 1076, 1026, 1170, 1108, 1058, 1051, 1037, 1056, 1025, 1093, 949, 1093, 912, 960, 995, 1073, 910, 939, 932, 920, 935, 1010, 930, 1040, 941, 972, 960, 973, 948, 1040, 899, 971, 1056, 969, 984, 918, 1004, 969, 1002, 991, 945, 957, 956, 888, 964, 914, 881, 991, 966, 1118, 1099, 1339, 1156, 1160, 1063, 1065, 1099, 977, 981, 1053, 1195, 1162, 1176, 1129, 1220, 1229, 1334, 1125, 1147, 1148, 1097, 1094, 990, 993, 1087, 1096, 1075, 1085, 989, 1084, 1029, 1047, 1032, 986, 936, 975, 1037, 993, 935, 945, 905, 922, 1000, 1056, 1091, 1040, 991, 1031, 1074, 1048, 917, 933, 916, 950, 1043, 1051, 1003, 985, 1034, 1032, 898, 943, 930, 964, 1010, 967, 1287, 1291, 1094, 1144, 1001, 996, 1039, 1053, 1051, 1130, 1229, 1364, 1270, 1195, 1219, 1344, 1272, 1126, 1190, 1199, 1234, 1257, 1131, 1147, 1073, 1092, 1038, 1020, 1088, 1043, 1039, 1011, 1021, 1025, 1119, 1004, 1084, 1062, 1069, 1124, 1100, 1166, 1117, 1147, 1010, 1162, 1010, 1084, 989, 1046, 1089, 1072, 987, 949, 1006, 923, 927, 998, 977, 994, 1019, 968, 930, 891, 880, 1009, 976, 1018, 882, 937, 945, 917, 1009, 983, 1024, 1105, 1069, 1085, 1050, 1067, 1049, 997, 1028, 960, 976, 966, 1117, 1099, 1043, 1076, 929, 985, 1025, 1046, 968, 1014, 1056, 1009, 1041, 1009, 891, 1022, 924, 1017, 1035, 1015, 972, 960, 1024, 977, 977, 971, 957, 1120, 1063, 955, 1060, 1176, 1070, 1164, 1172, 1106, 1092, 1067, 1130, 1152, 1258, 1164, 1170, 1233, 1207, 1245, 1346, 1212, 1150, 1184, 1142, 1251, 1152, 1137, 1106, 1157, 1082, 1084, 1123, 1188, 1044, 1008, 976, 1031, 993, 992, 1014, 1053, 932, 986, 985, 994, 994, 1004, 1013, 973, 974, 974, 1003, 948, 923, 1027, 1021, 1055, 1007, 933, 975, 1008, 1017, 946, 900, 969, 931, 1051, 1064, 915, 947, 981, 940, 1055, 994, 961, 914, 938, 956, 970, 974, 1040, 1096, 1344, 1285, 1285, 1070, 1134, 1003, 1087, 1027, 1059, 1114, 1287, 1275, 1218, 1238, 1187, 1177, 1082, 1083, 1227, 1123, 1086, 1177, 1175, 1175, 1130, 1176, 1168, 1173, 1130, 1097, 1172, 1064, 1102, 1048, 1132, 1002, 1049, 1111, 1018, 1090, 1144, 1073, 1101, 1139, 1129, 1012, 1035, 1115, 1168, 1097, 1068, 1154, 1161, 965, 1152, 1086, 1088, 1025, 1055, 955, 1054, 1062, 1035, 1029, 1006, 1064, 1094, 964, 921, 1014, 957, 899, 972, 962, 964, 989, 1010, 1011, 987, 1029, 1085, 973, 1028, 953, 905, 933, 1001, 874, 894, 879, 911, 893, 1006, 952, 930, 1063, 1162, 1071, 1058, 969, 1131, 1119, 1009, 1048, 982, 1004, 985, 1007, 1022, 1043, 939, 1046, 1022, 1090, 1090, 1063, 971, 957, 908, 928, 1008, 980, 970, 881, 1034, 1053, 1069, 996, 1039, 984, 1015, 976, 937, 870, 926, 1017, 969, 1000, 975, 998, 1017, 940, 902, 1004, 1001, 925, 983, 999, 982, 942, 1042, 998, 938, 992, 998, 985, 956, 979, 962, 1033, 969, 889, 943, 952, 882, 934, 941, 907, 907, 929), TEAM_BATTING_2B = c(219, 232, 209, 200, 179, 171, 197, 179, 203, 196, 210, 233, 226, 242, 239, 197, 268, 211, 215, 236, 257, 258, 208, 237, 202, 259, 251, 282, 258, 279, 314, 248, 309, 275, 333, 276, 272, 278, 235, 289, 284, 303, 295, 291, 331, 191, 168, 183, 240, 205, 226, 179, 140, 165, 179, 221, 172, 224, 205, 275, 255, 265, 259, 232, 276, 247, 218, 213, 213, 230, 252, 288, 259, 259, 246, 198, 228, 230, 224, 208, 209, 204, 204, 274, 243, 220, 191, 179, 215, 196, 220, 202, 180, 170, 218, 223, 227, 226, 215, 218, 234, 213, 242, 286, 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293, 249, 286, 302, 304, 295, 325, 303, 282, 294, 212, 220, 227, 228, 156, 207, 155, 168, 152, 170, 245, 251, 236, 235, 335, 262, 302, 256, 288, 270, 298, 235, 276, 290, 191, 272, 212, 227, 201, 201, 240, 229, 187, 209, 243, 241, 244, 241, 225, 238, 180, 220, 223, 262, 257, 238, 257, 249, 240, 280, 272, 238, 253, 273, 282, 263, 288, 259, 272, 281, 319, 291, 284, 256, 265, 275, 292, 286, 180, 208, 185, 196, 215, 245, 208, 195, 250, 217, 207, 207, 209, 206, 243, 204, 255, 239, 277, 260, 285, 275, 256, 243, 257, 304, 298, 218, 250, 211, 220, 259, 247, 244, 277, 237, 251, 278, 272, 305, 345, 312, 323, 263, 300, 310, 285, 289, 266, 197, 175, 248, 241, 234, 208, 200, 196, 221, 285, 255, 230, 264, 290, 269, 278, 268, 277, 217, 254, 263, 268, 227, 226, 214, 263, 173, 201, 187, 185, 231, 221, 214, 207, 196, 204, 182, 202, 263, 251, 231, 230, 206, 169, 196, 201, 187, 257, 224, 221, 212, 228, 236, 211, 240, 192, 235, 213, 206, 217, 227, 241, 221, 269, 224, 258, 245, 266, 290, 307, 304, 304, 302, 283, 314, 299, 207, 209, 163, 216, 140, 216, 201, 215, 168, 164, 169, 193, 250, 275, 295, 290, 284, 309, 280, 307, 392, 371, 323, 271, 311, 301, 349, 278, 309, 352, 282, 297, 272, 275, 247, 250, 296, 270, 296, 300, 240, 246, 247, 257, 248, 221, 240, 196, 227, 218, 225, 222, 240, 217, 239, 263, 279, 251, 262, 225, 245, 217, 252, 207, 263, 255, 239, 262, 262, 303, 270, 281, 269, 292, 276, 259, 274, 285, 342, 287, 294, 267, 272, 311, 298, 280, 267, 218, 207, 190, 199, 179, 188, 161, 171, 184, 193, 195, 200, 213, 265, 216, 252, 275, 204, 242, 214, 248, 264, 228, 257, 288, 266, 323, 311, 314, 304, 330, 326, 274, 323, 311, 357, 253, 249, 209, 262, 268, 275, 283, 285, 277, 271, 309, 302, 275, 316, 337, 328, 357, 292, 307, 348, 202, 211, 198, 216, 224, 269, 276, 250, 219, 297, 244, 244, 257, 310, 260, 267, 227, 237, 350, 297, 280, 320, 310, 320, 300, 294, 276, 311, 322), TEAM_BATTING_3B = c(22, 35, 38, 36, 54, 37, 40, 27, 31, 41, 23, 40, 28, 43, 32, 24, 26, 30, 31, 36, 26, 31, 37, 27, 20, 24, 23, 28, 24, 25, 27, 22, 34, 26, 32, 33, 37, 30, 46, 46, 35, 47, 38, 27, 38, 80, 46, 52, 72, 64, 64, 79, 77, 72, 92, 106, 77, 61, 55, 74, 43, 81, 82, 62, 56, 35, 47, 44, 42, 21, 51, 52, 35, 38, 39, 33, 43, 58, 37, 50, 36, 38, 39, 32, 28, 32, 29, 31, 24, 18, 34, 37, 28, 30, 20, 28, 22, 34, 22, 45, 27, 28, 24, 24, 28, 26, 30, 48, 29, 30, 28, 37, 26, 23, 26, 37, 37, 78, 73, 56, 77, 79, 68, 53, 88, 112, 99, 66, 66, 62, 80, 70, 65, 73, 69, 63, 54, 70, 53, 61, 61, 38, 47, 40, 48, 55, 32, 45, 49, 48, 52, 41, 36, 42, 24, 36, 34, 20, 38, 35, 44, 28, 29, 25, 26, 31, 48, 34, 28, 25, 19, 24, 29, 17, 27, 27, 23, 22, 20, 22, 29, 24, 29, 30, 29, 22, 11, 22, 24, 18, 27, 79, 72, 70, 124, 112, 133, 110, 109, 90, 59, 69, 58, 75, 73, 58, 68, 57, 82, 66, 73, 72, 60, 61, 75, 67, 65, 68, 61, 45, 59, 46, 57, 38, 64, 34, 36, 39, 43, 34, 32, 34, 37, 44, 39, 17, 37, 28, 30, 31, 45, 53, 46, 34, 36, 31, 32, 31, 26, 30, 27, 35, 31, 32, 35, 42, 32, 29, 33, 40, 21, 16, 89, 80, 59, 71, 47, 106, 97, 102, 78, 59, 67, 67, 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36, 47, 44, 37, 65, 34, 35, 43, 31, 39, 28, 35, 36, 38, 52, 38, 45, 37, 41, 36, 38, 30, 30, 31, 44, 52, 35, 33, 45, 37, 21, 37, 26, 18, 44, 40, 35, 29, 33, 26, 70, 85, 94, 109, 45, 94, 82, 69, 97, 78, 99, 61, 101, 93, 93, 80, 92, 85, 84, 74, 94, 78, 54, 65, 79, 62, 63, 70, 79, 66, 65, 73, 76, 58, 68, 61, 57, 53, 59, 61, 38, 52, 45, 52, 54, 31, 53, 61, 48, 51, 54, 44, 35, 46, 46, 44, 63, 71, 63, 44, 59, 48, 49, 33, 47, 41, 53, 44, 34, 38, 27, 31, 39, 30, 27, 25, 32, 26, 32, 26, 27, 43, 29, 21, 38, 46, 33, 44, 38, 35, 28, 33, 41, 37, 40, 28, 31, 29, 39, 26, 39, 36, 26, 23, 26, 33, 41, 43, 35, 39, 27, 31, 23, 32, 27, 32, 29, 35, 23, 36, 34, 29, 23, 34, 53, 35, 45, 58, 68, 53, 35, 38, 47, 30, 35, 41, 19, 14, 21, 33, 34, 39, 27, 33, 35, 29, 31, 32, 31, 43, 61, 42, 41, 36, 49, 50, 39, 48, 30, 43, 42, 43, 27, 32, 47, 35, 28, 36, 25, 27, 32, 22), TEAM_BATTING_HR = c(190, 137, 96, 92, 122, 115, 114, 82, 95, 55, 63, 131, 108, 164, 107, 143, 186, 150, 153, 167, 172, 124, 145, 147, 88, 114, 169, 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137, 145, 137, 115, 140, 159, 137, 120, 152, 150, 158, 161, 149, 170, 195, 170, 155, 162, 165, 151, 145, 166, 173, 99, 104, 147, 75, 96, 140, 104, 120, 106, 126, 132, 134, 161, 181, 180, 156, 160, 178, 157, 140, 166, 146, 143, 144, 158, 150, 146, 151, 147, 148, 154, 153, 169, 140, 123, 139, 188, 168, 150, 174, 163, 157, 158, 179, 156, 148, 168, 156, 148, 136, 112, 142, 158, 140, 136, 150, 123, 135, 145, 131, 143, 136, 145, 146, 142, 132, 153, 113, 101, 108, 102, 101, 105, 102, 125, 104, 125, 137, 133, 165, 170, 181, 131, 144, 176, 130, 100, 119, 142, 162, 168, 142, 148, 134, 138, 158, 182, 175, 187, 146, 147, 150, 182, 199, 178, 179, 215, 162, 169, 164, 179, 156, 154, 148, 142, 134, 168, 133, 165, 128, 134, 147, 130, 125, 134, 144, 186, 144, 149, 175, 168, 178, 159, 193, 168, 140, 159, 145, 126, 163, 142, 171, 157, 172, 142, 135, 144, 135, 148, 141, 130, 127, 129, 114, 146, 136, 132, 151, 162, 141, 146, 138, 162, 170, 189, 181, 158, 159, 143, 156, 168, 152, 170, 173, 148, 156, 143, 140, 180, 178, 137, 134, 144, 150, 96, 124, 132, 114, 125, 127, 115, 102, 144, 169, 137, 161, 168, 184, 175, 173, 134, 150, 166, 149, 137, 152, 159, 163, 141, 152, 136, 135, 119, 127, 143, 141, 141, 181, 184, 181, 174, 150, 164, 124, 123, 133, 113, 124, 132, 149, 155, 153, 153, 126, 138, 153, 165, 153, 118, 138, 149, 125, 109, 134, 145, 135, 148, 169, 159, 160, 165, 157, 156, 150, 173, 170, 167, 164, 153, 146, 101, 117, 84, 125, 129, 115, 120, 115, 115, 131, 163, 132, 143, 138, 128, 149, 170, 165, 180, 141, 185, 178, 163, 126, 149, 140, 141, 134, 156, 148, 142, 144, 193, 173, 178, 145, 157, 182, 169, 187, 160, 181, 177, 166, 174, 170, 147, 166, 135, 159, 155, 152, 149, 193, 140, 155, 166, 172, 173, 184, 166, 179, 172, 131, 134, 114, 133, 146, 157, 169, 177, 139, 156, 160, 162, 148, 156, 168, 138, 196, 171, 178, 198, 144, 158, 140, 156, 172, 161, 165, 145, 148, 142, 145, 159, 173, 173, 164, 166, 142, 156, 140, 151, 157, 169, 151, 146, 160, 148, 146, 161, 138, 153, 150, 155, 140, 167, 162, 167, 168, 152, 149, 174, 187, 206, 156, 146, 148, 166, 165, 150, 148, 170, 147, 187, 150, 131, 164, 176, 161, 151, 154, 157, 179, 193, 165, 179, 179, 150, 125, 126, 132, 130, 148, 153, 133, 122, 145, 126, 134, 129, 128, 121, 127, 126, 151, 139, 160, 152, 171, 156, 123)) | list(TARGET_WINS = c(70, 86, 70, 75, 80, 85, 86, 78, 68, 72, 76, 74, 87, 88, 66, 75, 93, 81, 90, 92, 75, 75, 91, 80, 72, 71, 66, 87, 70, 84, 85, 70, 82, 75, 99, 77, 92, 95, 65, 100, 92, 84, 51, 77, 76, 77, 86, 56, 55, 74, 100, 76, 69, 66, 66, 84, 56, 57, 56, 74, 53, 59, 74, 67, 81, 40, 75, 84, 68, 65, 86, 96, 79, 87, 80, 68, 94, 89, 89, 93, 87, 86, 84, 88, 86, 85, 77, 81, 76, 74, 76, 88, 67, 70, 61, 67, 82, 76, 89, 88, 80, 66, 72, 69, 55, 65, 94, 98, 104, 101, 96, 101, 106, 103, 95, 96, 90, 57, 93, 69, 60, 75, 66, 83, 80, 85, 98, 79, 79, 62, 86, 67, 66, 66, 59, 71, 69, 61, 45, 70, 74, 77, 94, 87, 69, 62, 56, 61, 55, 67, 57, 60, 73, 81, 78, 95, 77, 97, 94, 98, 76, 91, 109, 108, 104, 84, 97, 92, 88, 98, 91, 104, 100, 91, 94, 98, 85, 84, 54, 76, 67, 85, 91, 80, 88, 98, 79, 74, 63, 78, 74, 86, 79, 88, 94, 91, 107, 100, 85, 96, 96, 96, 78, 76, 79, 65, 50, 49, 54, 60, 61, 55, 45, 68, 81, 83, 78, 85, 96, 72, 81, 75, 87, 101, 99, 92, 80, 89, 73, 86, 83, 68, 76, 72, 92, 86, 87, 85, 89, 84, 96, 83, 98, 92, 84, 89, 78, 81, 78, 83, 76, 97, 85, 78, 92, 94, 85, 83, 93, 95, 95, 86, 81, 75, 75, 62, 80, 97, 98, 93, 82, 71, 105, 87, 68, 86, 72, 90, 96, 104, 95, 88, 95, 92, 105, 98, 95, 88, 79, 74, 72, 78, 103, 87, 73, 67, 68, 65, 81, 68, 67, 76, 63, 76, 67, 59, 59, 88, 92, 84, 83, 89, 77, 66, 75, 81, 79, 80, 73, 97, 77, 77, 93, 77, 78, 70, 82, 76, 68, 65, 67, 88, 89, 79, 92, 92, 71, 83, 98, 94, 105, 74, 101, 65, 70, 83, 86, 74, 76, 63, 65, 59, 53, 56, 79, 87, 90, 89, 86, 81, 72, 86, 75, 77, 78, 54, 63, 85, 85, 94, 99, 96, 89, 95, 86, 99, 86, 85, 95, 83, 89, 68, 77, 81, 75, 71, 74, 71, 87, 99, 85, 72, 71, 69, 94, 87, 96, 77, 85, 80, 75, 95, 83, 86, 90, 72, 79, 75, 64, 111, 87, 74, 90, 96, 88, 79, 83, 69, 62, 61, 63, 62, 56, 72, 78, 59, 89, 93, 81, 94, 64, 70, 77, 73, 72, 79, 84, 80, 78, 70, 98, 98, 92, 89, 77, 87, 102, 99, 98, 108, 102, 88, 91, 99, 61, 74, 70, 90, 86, 84, 88, 75, 91, 90, 73, 81, 95, 85, 66, 76, 73, 80, 64, 82, 89, 92, 92, 61, 81, 93, 93, 103, 99, 82, 87, 71, 74, 93, 86, 82, 93, 80, 87, 92, 94, 79, 79, 87, 82, 72, 84, 101, 97, 98, 97, 117, 98, 93, 82, 94, 78, 80, 79, 79, 81, 75, 87, 62, 76, 60, 71, 77, 83, 70, 82, 80, 82, 70, 75, 60, 84, 61, 78, 73, 77, 57, 76, 95, 100, 87, 97, 91, 74, 68, 80, 93, 78, 67, 73, 87, 83, 83, 72, 73, 74, 68, 67, 76, 89, 77, 66, 71, 93, 64, 83, 87, 90, 72, 82, 106, 100, 94, 88, 85, 95, 82, 93, 93, 97, 89, 82, 92, 100, 77, 53, 72, 86, 82, 75, 86, 79, 85, 89, 88, 91, 103, 90, 79, 91, 89, 85, 72, 58, 74, 74, 86, 86, 84, 89, 83, 92, 104, 85, 87, 98, 88, 59, 84, 75, 85, 75, 68, 79, 65, 79, 66, 43, 72, 71, 95, 64, 72, 76, 80, 92, 54, 79, 79, 83, 83, 78, 65, 66, 66, 65, 72, 69, 72, 79, 79, 89, 81, 64, 80, 81, 74, 92, 90, 77, 85, 80, 83, 76, 82, 86, 75, 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1253, 1253, 1185, 1123, 1171, 1127, 1044, 1183, 1145, 1008, 1053, 1100, 1113, 1068, 1003, 979, 968, 881, 934, 942, 932, 919, 945, 914, 1079, 1077, 1021, 1192, 1154, 1139, 1077, 972, 1001, 1001, 933, 1032, 1112, 1038, 1138, 1042, 1096, 1045, 1067, 1026, 973, 1049, 969, 1006, 984, 881, 865, 972, 1004, 963, 977, 985, 875, 1044, 985, 1078, 974, 972, 1029, 1087, 1006, 1033, 1017, 986, 903, 939, 885, 927, 952, 1064, 993, 976, 1054, 945, 923, 996, 882, 935, 1145, 1043, 1117, 978, 974, 1040, 1032, 1152, 1133, 1172, 1214, 1156, 1093, 1104, 1149, 1154, 1166, 1098, 1118, 1128, 1023, 954, 1062, 1094, 1024, 1077, 1075, 1059, 1102, 1051, 1057, 1045, 982, 1046, 1031, 978, 987, 1041, 974, 1037, 891, 942, 905, 1021, 1042, 1075, 1100, 1065, 1078, 1091, 1022, 938, 994, 1073, 1123, 985, 1026, 994, 1095, 1003, 1072, 1093, 1046, 1138, 1127, 1037, 1024, 988, 998, 970, 940, 1050, 1247, 1226, 1091, 1031, 1192, 994, 1015, 1101, 1074, 1012, 1064, 1159, 1058, 1285, 1116, 1110, 1121, 1101, 1145, 1164, 1134, 1037, 1074, 1042, 1091, 1076, 1026, 1170, 1108, 1058, 1051, 1037, 1056, 1025, 1093, 949, 1093, 912, 960, 995, 1073, 910, 939, 932, 920, 935, 1010, 930, 1040, 941, 972, 960, 973, 948, 1040, 899, 971, 1056, 969, 984, 918, 1004, 969, 1002, 991, 945, 957, 956, 888, 964, 914, 881, 991, 966, 1118, 1099, 1339, 1156, 1160, 1063, 1065, 1099, 977, 981, 1053, 1195, 1162, 1176, 1129, 1220, 1229, 1334, 1125, 1147, 1148, 1097, 1094, 990, 993, 1087, 1096, 1075, 1085, 989, 1084, 1029, 1047, 1032, 986, 936, 975, 1037, 993, 935, 945, 905, 922, 1000, 1056, 1091, 1040, 991, 1031, 1074, 1048, 917, 933, 916, 950, 1043, 1051, 1003, 985, 1034, 1032, 898, 943, 930, 964, 1010, 967, 1287, 1291, 1094, 1144, 1001, 996, 1039, 1053, 1051, 1130, 1229, 1364, 1270, 1195, 1219, 1344, 1272, 1126, 1190, 1199, 1234, 1257, 1131, 1147, 1073, 1092, 1038, 1020, 1088, 1043, 1039, 1011, 1021, 1025, 1119, 1004, 1084, 1062, 1069, 1124, 1100, 1166, 1117, 1147, 1010, 1162, 1010, 1084, 989, 1046, 1089, 1072, 987, 949, 1006, 923, 927, 998, 977, 994, 1019, 968, 930, 891, 880, 1009, 976, 1018, 882, 937, 945, 917, 1009, 983, 1024, 1105, 1069, 1085, 1050, 1067, 1049, 997, 1028, 960, 976, 966, 1117, 1099, 1043, 1076, 929, 985, 1025, 1046, 968, 1014, 1056, 1009, 1041, 1009, 891, 1022, 924, 1017, 1035, 1015, 972, 960, 1024, 977, 977, 971, 957, 1120, 1063, 955, 1060, 1176, 1070, 1164, 1172, 1106, 1092, 1067, 1130, 1152, 1258, 1164, 1170, 1233, 1207, 1245, 1346, 1212, 1150, 1184, 1142, 1251, 1152, 1137, 1106, 1157, 1082, 1084, 1123, 1188, 1044, 1008, 976, 1031, 993, 992, 1014, 1053, 932, 986, 985, 994, 994, 1004, 1013, 973, 974, 974, 1003, 948, 923, 1027, 1021, 1055, 1007, 933, 975, 1008, 1017, 946, 900, 969, 931, 1051, 1064, 915, 947, 981, 940, 1055, 994, 961, 914, 938, 956, 970, 974, 1040, 1096, 1344, 1285, 1285, 1070, 1134, 1003, 1087, 1027, 1059, 1114, 1287, 1275, 1218, 1238, 1187, 1177, 1082, 1083, 1227, 1123, 1086, 1177, 1175, 1175, 1130, 1176, 1168, 1173, 1130, 1097, 1172, 1064, 1102, 1048, 1132, 1002, 1049, 1111, 1018, 1090, 1144, 1073, 1101, 1139, 1129, 1012, 1035, 1115, 1168, 1097, 1068, 1154, 1161, 965, 1152, 1086, 1088, 1025, 1055, 955, 1054, 1062, 1035, 1029, 1006, 1064, 1094, 964, 921, 1014, 957, 899, 972, 962, 964, 989, 1010, 1011, 987, 1029, 1085, 973, 1028, 953, 905, 933, 1001, 874, 894, 879, 911, 893, 1006, 952, 930, 1063, 1162, 1071, 1058, 969, 1131, 1119, 1009, 1048, 982, 1004, 985, 1007, 1022, 1043, 939, 1046, 1022, 1090, 1090, 1063, 971, 957, 908, 928, 1008, 980, 970, 881, 1034, 1053, 1069, 996, 1039, 984, 1015, 976, 937, 870, 926, 1017, 969, 1000, 975, 998, 1017, 940, 902, 1004, 1001, 925, 983, 999, 982, 942, 1042, 998, 938, 992, 998, 985, 956, 979, 962, 1033, 969, 889, 943, 952, 882, 934, 941, 907, 907, 929), TEAM_BATTING_2B = c(219, 232, 209, 200, 179, 171, 197, 179, 203, 196, 210, 233, 226, 242, 239, 197, 268, 211, 215, 236, 257, 258, 208, 237, 202, 259, 251, 282, 258, 279, 314, 248, 309, 275, 333, 276, 272, 278, 235, 289, 284, 303, 295, 291, 331, 191, 168, 183, 240, 205, 226, 179, 140, 165, 179, 221, 172, 224, 205, 275, 255, 265, 259, 232, 276, 247, 218, 213, 213, 230, 252, 288, 259, 259, 246, 198, 228, 230, 224, 208, 209, 204, 204, 274, 243, 220, 191, 179, 215, 196, 220, 202, 180, 170, 218, 223, 227, 226, 215, 218, 234, 213, 242, 286, 231, 263, 255, 223, 239, 236, 264, 268, 297, 309, 274, 304, 308, 227, 248, 163, 190, 196, 175, 190, 295, 259, 306, 264, 284, 277, 290, 304, 302, 288, 262, 269, 310, 319, 255, 292, 296, 244, 235, 231, 231, 199, 224, 247, 235, 237, 205, 186, 208, 204, 191, 227, 225, 229, 227, 246, 216, 215, 234, 213, 212, 203, 229, 228, 213, 232, 250, 263, 258, 255, 259, 283, 234, 235, 200, 235, 256, 287, 268, 258, 299, 264, 303, 310, 264, 319, 296, 190, 206, 234, 218, 231, 261, 204, 238, 239, 207, 204, 214, 229, 261, 270, 274, 264, 285, 275, 300, 270, 266, 320, 306, 298, 303, 287, 324, 238, 291, 237, 217, 286, 302, 245, 245, 270, 257, 243, 241, 246, 251, 228, 216, 207, 234, 246, 235, 236, 288, 257, 268, 314, 301, 271, 287, 292, 273, 326, 313, 322, 308, 373, 338, 334, 316, 318, 348, 371, 339, 327, 237, 218, 234, 178, 155, 229, 265, 206, 209, 205, 206, 192, 248, 219, 267, 282, 264, 330, 321, 358, 311, 282, 319, 266, 258, 277, 286, 251, 236, 219, 241, 236, 243, 237, 237, 210, 235, 215, 241, 198, 212, 218, 250, 196, 203, 212, 215, 228, 202, 215, 202, 221, 229, 271, 224, 250, 239, 241, 240, 262, 235, 240, 235, 271, 300, 267, 269, 272, 259, 302, 308, 323, 239, 197, 208, 167, 171, 204, 160, 178, 277, 255, 269, 315, 332, 302, 243, 256, 269, 252, 294, 253, 279, 303, 295, 231, 250, 258, 234, 203, 221, 222, 217, 183, 181, 241, 209, 238, 214, 215, 229, 219, 201, 231, 216, 250, 200, 193, 181, 210, 228, 228, 210, 222, 294, 258, 266, 270, 247, 197, 225, 264, 251, 226, 251, 284, 284, 291, 300, 325, 300, 303, 291, 207, 158, 204, 198, 156, 179, 234, 238, 249, 250, 235, 244, 271, 279, 254, 279, 222, 244, 258, 236, 226, 271, 224, 211, 241, 232, 217, 255, 223, 200, 227, 264, 255, 271, 242, 260, 252, 220, 268, 235, 251, 253, 232, 271, 278, 271, 269, 268, 285, 228, 236, 238, 251, 237, 262, 248, 243, 284, 281, 261, 259, 310, 302, 304, 287, 335, 291, 235, 295, 267, 241, 220, 180, 245, 229, 225, 316, 373, 337, 319, 324, 300, 350, 313, 338, 330, 234, 320, 306, 302, 262, 235, 260, 241, 245, 246, 253, 234, 219, 211, 198, 205, 209, 222, 227, 259, 202, 214, 208, 156, 213, 211, 174, 197, 200, 205, 201, 193, 227, 207, 224, 236, 249, 222, 254, 270, 267, 235, 221, 266, 236, 264, 344, 337, 303, 309, 294, 255, 296, 345, 337, 351, 278, 285, 291, 297, 269, 305, 324, 330, 331, 280, 325, 216, 193, 164, 181, 257, 240, 263, 284, 331, 279, 312, 367, 323, 325, 230, 291, 328, 210, 231, 240, 223, 246, 230, 226, 300, 243, 200, 226, 220, 236, 198, 192, 195, 199, 190, 224, 192, 190, 188, 207, 214, 186, 213, 200, 174, 208, 228, 218, 222, 232, 220, 237, 283, 254, 256, 234, 274, 213, 198, 259, 256, 282, 304, 257, 268, 306, 307, 291, 201, 284, 283, 294, 197, 254, 242, 240, 272, 277, 276, 280, 275, 306, 309, 172, 170, 162, 188, 203, 259, 205, 250, 230, 247, 222, 219, 195, 263, 231, 230, 236, 236, 239, 222, 261, 238, 239, 239, 209, 255, 288, 355, 293, 297, 314, 326, 293, 289, 313, 291, 281, 275, 212, 179, 202, 226, 231, 239, 286, 266, 273, 261, 264, 239, 277, 227, 290, 284, 294, 297, 270, 288, 276, 281, 277, 288, 261, 335, 237, 245, 173, 163, 233, 181, 176, 156, 193, 216, 239, 256, 311, 237, 249, 277, 245, 281, 271, 301, 278, 268, 270, 242, 254, 269, 248, 260, 257, 211, 259, 223, 198, 175, 227, 203, 178, 201, 203, 202, 185, 234, 186, 220, 231, 217, 200, 223, 251, 220, 208, 213, 226, 236, 218, 244, 222, 201, 234, 227, 209, 265, 260, 284, 179, 202, 161, 229, 242, 255, 265, 293, 298, 257, 277, 281, 257, 272, 235, 247, 247, 335, 280, 304, 296, 301, 297, 273, 269, 266, 327, 233, 312, 203, 164, 185, 161, 180, 183, 197, 205, 248, 241, 237, 268, 269, 282, 291, 260, 316, 319, 299, 296, 270, 259, 298, 265, 280, 270, 240, 259, 196, 207, 196, 218, 200, 255, 245, 198, 208, 169, 182, 216, 218, 224, 227, 219, 216, 246, 199, 191, 190, 219, 275, 254, 218, 234, 280, 258, 294, 278, 281, 275, 343, 304, 305, 285, 325, 350, 318, 310, 269, 168, 156, 203, 188, 178, 178, 184, 211, 182, 199, 183, 217, 227, 227, 255, 218, 214, 235, 239, 287, 280, 278, 259, 228, 235, 245, 274, 289, 295, 282, 273, 239, 289, 279, 237, 233, 209, 157, 178, 204, 182, 225, 302, 231, 246, 264, 260, 276, 306, 283, 276, 293, 260, 238, 302, 256, 256, 235, 229, 227, 242, 226, 246, 219, 232, 226, 188, 203, 236, 226, 194, 240, 198, 208, 185, 166, 211, 208, 195, 212, 220, 233, 267, 227, 239, 224, 225, 269, 275, 274, 275, 239, 230, 249, 294, 341, 315, 293, 325, 302, 296, 293, 316, 304, 281, 327, 285, 280, 272, 211, 176, 195, 179, 187, 157, 203, 231, 271, 241, 318, 342, 336, 331, 320, 255, 264, 254, 298, 259, 255, 252, 224, 183, 178, 217, 231, 243, 225, 215, 276, 216, 201, 199, 206, 206, 217, 220, 216, 186, 215, 213, 208, 196, 204, 216, 205, 220, 177, 200, 188, 212, 211, 257, 230, 213, 209, 246, 219, 260, 253, 257, 283, 274, 295, 287, 283, 334, 317, 310, 266, 194, 191, 220, 224, 130, 236, 260, 276, 215, 236, 246, 250, 284, 272, 275, 305, 227, 363, 315, 347, 273, 252, 249, 191, 180, 196, 211, 220, 221, 244, 209, 249, 240, 256, 224, 206, 195, 200, 241, 221, 178, 227, 209, 218, 283, 259, 266, 248, 250, 272, 248, 238, 268, 248, 215, 237, 297, 293, 249, 286, 302, 304, 295, 325, 303, 282, 294, 212, 220, 227, 228, 156, 207, 155, 168, 152, 170, 245, 251, 236, 235, 335, 262, 302, 256, 288, 270, 298, 235, 276, 290, 191, 272, 212, 227, 201, 201, 240, 229, 187, 209, 243, 241, 244, 241, 225, 238, 180, 220, 223, 262, 257, 238, 257, 249, 240, 280, 272, 238, 253, 273, 282, 263, 288, 259, 272, 281, 319, 291, 284, 256, 265, 275, 292, 286, 180, 208, 185, 196, 215, 245, 208, 195, 250, 217, 207, 207, 209, 206, 243, 204, 255, 239, 277, 260, 285, 275, 256, 243, 257, 304, 298, 218, 250, 211, 220, 259, 247, 244, 277, 237, 251, 278, 272, 305, 345, 312, 323, 263, 300, 310, 285, 289, 266, 197, 175, 248, 241, 234, 208, 200, 196, 221, 285, 255, 230, 264, 290, 269, 278, 268, 277, 217, 254, 263, 268, 227, 226, 214, 263, 173, 201, 187, 185, 231, 221, 214, 207, 196, 204, 182, 202, 263, 251, 231, 230, 206, 169, 196, 201, 187, 257, 224, 221, 212, 228, 236, 211, 240, 192, 235, 213, 206, 217, 227, 241, 221, 269, 224, 258, 245, 266, 290, 307, 304, 304, 302, 283, 314, 299, 207, 209, 163, 216, 140, 216, 201, 215, 168, 164, 169, 193, 250, 275, 295, 290, 284, 309, 280, 307, 392, 371, 323, 271, 311, 301, 349, 278, 309, 352, 282, 297, 272, 275, 247, 250, 296, 270, 296, 300, 240, 246, 247, 257, 248, 221, 240, 196, 227, 218, 225, 222, 240, 217, 239, 263, 279, 251, 262, 225, 245, 217, 252, 207, 263, 255, 239, 262, 262, 303, 270, 281, 269, 292, 276, 259, 274, 285, 342, 287, 294, 267, 272, 311, 298, 280, 267, 218, 207, 190, 199, 179, 188, 161, 171, 184, 193, 195, 200, 213, 265, 216, 252, 275, 204, 242, 214, 248, 264, 228, 257, 288, 266, 323, 311, 314, 304, 330, 326, 274, 323, 311, 357, 253, 249, 209, 262, 268, 275, 283, 285, 277, 271, 309, 302, 275, 316, 337, 328, 357, 292, 307, 348, 202, 211, 198, 216, 224, 269, 276, 250, 219, 297, 244, 244, 257, 310, 260, 267, 227, 237, 350, 297, 280, 320, 310, 320, 300, 294, 276, 311, 322), TEAM_BATTING_3B = c(22, 35, 38, 36, 54, 37, 40, 27, 31, 41, 23, 40, 28, 43, 32, 24, 26, 30, 31, 36, 26, 31, 37, 27, 20, 24, 23, 28, 24, 25, 27, 22, 34, 26, 32, 33, 37, 30, 46, 46, 35, 47, 38, 27, 38, 80, 46, 52, 72, 64, 64, 79, 77, 72, 92, 106, 77, 61, 55, 74, 43, 81, 82, 62, 56, 35, 47, 44, 42, 21, 51, 52, 35, 38, 39, 33, 43, 58, 37, 50, 36, 38, 39, 32, 28, 32, 29, 31, 24, 18, 34, 37, 28, 30, 20, 28, 22, 34, 22, 45, 27, 28, 24, 24, 28, 26, 30, 48, 29, 30, 28, 37, 26, 23, 26, 37, 37, 78, 73, 56, 77, 79, 68, 53, 88, 112, 99, 66, 66, 62, 80, 70, 65, 73, 69, 63, 54, 70, 53, 61, 61, 38, 47, 40, 48, 55, 32, 45, 49, 48, 52, 41, 36, 42, 24, 36, 34, 20, 38, 35, 44, 28, 29, 25, 26, 31, 48, 34, 28, 25, 19, 24, 29, 17, 27, 27, 23, 22, 20, 22, 29, 24, 29, 30, 29, 22, 11, 22, 24, 18, 27, 79, 72, 70, 124, 112, 133, 110, 109, 90, 59, 69, 58, 75, 73, 58, 68, 57, 82, 66, 73, 72, 60, 61, 75, 67, 65, 68, 61, 45, 59, 46, 57, 38, 64, 34, 36, 39, 43, 34, 32, 34, 37, 44, 39, 17, 37, 28, 30, 31, 45, 53, 46, 34, 36, 31, 32, 31, 26, 30, 27, 35, 31, 32, 35, 42, 32, 29, 33, 40, 21, 16, 89, 80, 59, 71, 47, 106, 97, 102, 78, 59, 67, 67, 59, 62, 74, 67, 67, 49, 76, 69, 63, 47, 65, 78, 75, 65, 50, 26, 43, 59, 55, 53, 50, 46, 50, 49, 47, 60, 47, 58, 53, 52, 54, 56, 43, 49, 40, 44, 34, 42, 21, 42, 41, 37, 48, 43, 46, 47, 28, 46, 45, 36, 26, 37, 44, 19, 39, 23, 29, 24, 29, 23, 53, 82, 58, 70, 107, 105, 85, 72, 103, 86, 61, 62, 64, 65, 81, 79, 95, 73, 60, 43, 45, 60, 80, 59, 66, 49, 39, 48, 58, 60, 46, 42, 49, 67, 40, 56, 49, 38, 45, 43, 44, 48, 46, 56, 38, 40, 34, 27, 38, 23, 38, 41, 33, 38, 52, 42, 37, 34, 35, 36, 44, 39, 56, 42, 33, 38, 37, 33, 29, 19, 20, 97, 83, 88, 93, 96, 80, 100, 104, 100, 118, 82, 71, 83, 70, 74, 72, 39, 70, 72, 77, 62, 62, 35, 42, 33, 27, 35, 45, 47, 36, 29, 35, 42, 36, 42, 37, 40, 38, 61, 33, 54, 45, 34, 35, 37, 63, 42, 31, 36, 34, 35, 30, 34, 35, 29, 25, 28, 40, 44, 28, 36, 37, 36, 22, 28, 15, 12, 81, 81, 110, 97, 79, 84, 69, 67, 85, 100, 95, 77, 79, 62, 61, 52, 84, 73, 79, 83, 80, 83, 64, 88, 61, 48, 54, 59, 54, 56, 48, 37, 31, 41, 33, 24, 33, 26, 39, 22, 29, 22, 25, 35, 36, 24, 23, 20, 29, 19, 39, 46, 29, 41, 33, 31, 39, 31, 45, 30, 28, 26, 41, 26, 31, 29, 23, 22, 32, 37, 26, 26, 29, 30, 27, 59, 54, 48, 37, 40, 39, 61, 31, 34, 34, 54, 96, 108, 74, 72, 97, 76, 92, 73, 80, 102, 86, 56, 89, 65, 55, 70, 68, 49, 46, 50, 43, 44, 61, 54, 53, 37, 39, 43, 53, 39, 36, 36, 36, 57, 27, 45, 36, 39, 29, 38, 38, 33, 32, 35, 40, 38, 45, 34, 35, 53, 43, 40, 53, 46, 45, 30, 32, 28, 24, 26, 16, 38, 35, 33, 32, 29, 41, 60, 39, 54, 45, 40, 31, 34, 33, 30, 28, 36, 29, 32, 32, 32, 42, 48, 39, 41, 42, 35, 46, 28, 47, 52, 40, 41, 54, 50, 60, 45, 67, 52, 48, 60, 67, 42, 28, 31, 28, 32, 38, 37, 35, 25, 29, 40, 28, 23, 36, 29, 32, 32, 27, 70, 32, 41, 40, 27, 40, 79, 46, 54, 49, 45, 40, 40, 41, 41, 42, 35, 54, 39, 38, 40, 27, 37, 39, 29, 37, 96, 111, 58, 77, 77, 95, 80, 80, 76, 104, 57, 82, 62, 54, 66, 45, 86, 60, 74, 73, 37, 54, 75, 69, 53, 57, 49, 48, 38, 34, 59, 38, 40, 53, 40, 42, 34, 27, 38, 36, 52, 67, 41, 29, 34, 31, 34, 28, 27, 24, 24, 23, 28, 23, 25, 17, 27, 34, 28, 41, 27, 28, 25, 21, 27, 24, 23, 40, 34, 46, 38, 41, 36, 30, 41, 57, 38, 46, 32, 36, 53, 30, 47, 40, 27, 30, 25, 30, 29, 24, 19, 101, 79, 85, 85, 85, 84, 64, 74, 62, 73, 86, 80, 98, 93, 76, 92, 98, 70, 103, 105, 92, 75, 101, 89, 77, 84, 70, 84, 53, 53, 44, 66, 50, 43, 56, 47, 56, 73, 65, 40, 34, 45, 41, 35, 46, 33, 48, 32, 31, 33, 37, 29, 60, 46, 54, 44, 41, 35, 31, 35, 39, 27, 33, 38, 40, 32, 49, 36, 45, 24, 32, 41, 35, 27, 35, 23, 30, 41, 42, 32, 24, 22, 34, 30, 47, 41, 41, 55, 25, 35, 34, 21, 21, 17, 37, 30, 38, 28, 24, 14, 20, 18, 22, 20, 32, 126, 75, 98, 55, 53, 62, 55, 57, 92, 79, 84, 92, 78, 79, 108, 83, 78, 86, 81, 64, 67, 69, 63, 60, 62, 78, 76, 63, 74, 50, 59, 62, 58, 58, 42, 42, 40, 29, 35, 35, 37, 17, 44, 41, 43, 17, 30, 39, 47, 38, 34, 33, 37, 40, 32, 31, 23, 16, 23, 19, 24, 23, 38, 28, 23, 36, 25, 20, 12, 14, 20, 21, 104, 80, 82, 83, 85, 77, 69, 66, 56, 82, 52, 68, 66, 84, 79, 78, 68, 60, 54, 48, 64, 64, 66, 56, 73, 48, 46, 49, 40, 54, 49, 52, 56, 45, 40, 43, 48, 42, 53, 47, 58, 29, 59, 57, 50, 24, 25, 30, 28, 37, 33, 37, 31, 32, 35, 27, 29, 34, 25, 22, 19, 24, 21, 18, 20, 21, 23, 13, 20, 23, 22, 24, 20, 22, 97, 85, 96, 67, 51, 75, 72, 84, 42, 56, 59, 53, 58, 41, 60, 61, 48, 46, 55, 70, 39, 31, 43, 37, 40, 38, 44, 42, 55, 58, 49, 47, 65, 61, 46, 40, 53, 39, 51, 47, 30, 35, 35, 29, 42, 45, 56, 32, 53, 54, 51, 47, 39, 31, 36, 27, 51, 39, 39, 36, 44, 40, 29, 27, 23, 35, 41, 107, 111, 88, 94, 83, 96, 96, 64, 96, 95, 110, 116, 117, 129, 111, 107, 123, 74, 95, 95, 84, 90, 64, 72, 54, 59, 55, 46, 57, 43, 62, 59, 52, 60, 63, 72, 60, 65, 54, 66, 44, 52, 61, 49, 44, 46, 47, 56, 54, 48, 40, 29, 28, 33, 45, 53, 42, 50, 54, 33, 33, 52, 40, 25, 20, 45, 38, 17, 42, 36, 31, 27, 22, 49, 42, 43, 52, 52, 34, 42, 48, 35, 35, 36, 30, 28, 26, 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33, 35, 29, 31, 32, 31, 43, 61, 42, 41, 36, 49, 50, 39, 48, 30, 43, 42, 43, 27, 32, 47, 35, 28, 36, 25, 27, 32, 22), TEAM_BATTING_HR = c(190, 137, 96, 92, 122, 115, 114, 82, 95, 55, 63, 131, 108, 164, 107, 143, 186, 150, 153, 167, 172, 124, 145, 147, 88, 114, 169, 208, 193, 161, 147, 158, 236, 158, 152, 150, 162, 147, 159, 216, 208, 152, 135, 191, 160, 56, 17, 33, 37, 34, 37, 23, 17, 28, 25, 65, 34, 34, 26, 43, 55, 35, 69, 36, 66, 79, 70, 67, 60, 74, 47, 101, 108, 156, 137, 116, 146, 191, 184, 179, 198, 181, 139, 159, 196, 207, 158, 80, 160, 151, 207, 120, 108, 82, 139, 128, 145, 98, 146, 130, 111, 126, 139, 153, 97, 162, 141, 138, 169, 189, 197, 174, 215, 197, 179, 178, 184, 31, 35, 11, 19, 18, 20, 15, 53, 70, 103, 87, 71, 58, 66, 79, 80, 70, 69, 66, 78, 84, 96, 124, 96, 83, 76, 68, 88, 95, 123, 112, 90, 86, 55, 57, 96, 93, 115, 149, 156, 162, 125, 177, 139, 133, 175, 179, 162, 105, 119, 126, 119, 149, 155, 184, 156, 136, 179, 168, 160, 215, 138, 133, 170, 157, 201, 195, 257, 196, 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23, 46, 78, 62, 44, 50, 93, 123, 118, 101, 106, 60, 133, 85, 128, 109, 43, 53, 79, 47, 69, 58, 84, 63, 128, 114, 98, 121, 107, 123, 119, 108, 143, 130, 103, 100, 137, 123, 134, 125, 110, 186, 133, 119, 117, 147, 141, 155, 107, 123, 103, 156, 113, 132, 126, 161, 144, 164, 166, 215, 167, 216, 34, 21, 35, 38, 19, 25, 21, 9, 20, 17, 39, 55, 52, 47, 83, 55, 64, 43, 50, 70, 63, 49, 67, 80, 60, 76, 63, 164, 114, 133, 146, 144, 104, 116, 97, 141, 135, 109, 121, 158, 80, 119, 154, 115, 154, 114, 139, 110, 116, 87, 134, 121, 80, 111, 131, 95, 138, 126, 106, 114, 138, 129, 172, 161, 143, 163, 139, 141, 99, 172, 97, 99, 78, 120, 75, 67, 47, 81, 93, 109, 113, 95, 123, 121, 135, 153, 127, 131, 147, 152, 153, 136, 128, 139, 161, 133, 132, 104, 132, 130, 111, 129, 171, 134, 107, 149, 161, 221, 247, 264, 235, 244, 198, 169, 152, 130, 172, 22, 10, 50, 32, 32, 26, 45, 17, 48, 101, 122, 78, 115, 124, 146, 150, 108, 122, 87, 133, 130, 118, 135, 124, 97, 101, 116, 98, 122, 127, 232, 173, 155, 185, 159, 196, 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164), TEAM_BATTING_BB = c(685, 602, 451, 443, 525, 456, 447, 374, 509, 597, 534, 542, 539, 589, 546, 579, 613, 556, 648, 671, 590, 469, 429, 566, 416, 564, 566, 630, 530, 617, 510, 511, 608, 494, 462, 476, 450, 447, 489, 588, 587, 531, 441, 606, 504, 464, 471, 380, 481, 524, 532, 452, 457, 414, 410, 399, 410, 451, 375, 429, 473, 429, 349, 387, 365, 374, 455, 517, 393, 519, 591, 710, 720, 647, 594, 511, 495, 530, 507, 487, 562, 581, 525, 486, 408, 512, 512, 414, 522, 560, 612, 571, 546, 589, 537, 496, 437, 491, 554, 582, 555, 553, 541, 645, 437, 473, 563, 493, 560, 585, 530, 597, 548, 608, 595, 587, 534, 384, 444, 354, 482, 448, 497, 660, 452, 434, 498, 471, 496, 469, 576, 523, 513, 533, 558, 548, 632, 666, 588, 585, 815, 606, 559, 536, 489, 613, 664, 726, 548, 568, 492, 589, 592, 537, 564, 581, 516, 537, 529, 520, 534, 570, 634, 717, 689, 533, 648, 591, 519, 563, 555, 619, 587, 623, 634, 601, 620, 608, 507, 664, 528, 655, 634, 646, 645, 586, 593, 558, 517, 528, 447, 461, 448, 512, 394, 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497, 509, 501, 453, 443, 442, 503, 601, 604, 631, 547, 565, 566, 564, 426, 515, 483, 489, 456, 460, 519, 564, 489, 596, 474, 624, 538, 674, 626, 561, 610, 775, 614, 629, 466, 404, 358, 300, 551, 473, 470, 336, 379, 354, 454, 494, 438, 364, 485, 467, 517, 444, 408, 366, 402, 430, 415, 439, 502, 534, 483, 534, 595, 539, 534, 560, 520, 630, 645, 692, 564, 549, 523, 423, 559, 498, 491, 532, 441, 476, 417, 520, 711, 729, 654, 502, 590, 548, 608, 518, 554, 580, 563, 607, 619, 488, 550, 508, 488, 516, 513, 531, 615, 642, 674, 696, 709, 625, 620, 597, 705, 431, 540, 606, 470, 363, 330, 644, 538, 471, 484, 355, 383, 359, 392, 404, 470, 464, 402, 472, 512, 598, 504, 454, 442, 414, 415, 425, 465, 405, 442, 503, 507, 580, 450, 550, 644, 625, 599, 642, 604, 612, 482, 529, 519, 510, 520, 515, 427, 345, 378, 569, 543, 454, 531, 534, 444, 420, 460, 602, 543, 516, 586, 572, 644, 484, 507, 517, 532, 495, 588, 617, 494, 495, 543, 676, 617, 675, 529, 542, 580, 534, 534, 473, 544, 456, 420, 472, 441, 561, 469, 497, 514, 570, 458, 457, 630, 635, 586, 503, 514, 568, 596, 624, 461, 455, 447, 442, 533, 511, 567, 545, 575, 596, 550, 660, 500, 595, 611, 580, 548, 488, 500, 495, 505, 448, 448, 434, 415, 510, 460, 506, 496, 555, 521, 554, 529, 487, 564, 578, 526, 546, 516, 486, 514, 529, 659, 546, 579, 433, 396, 437, 547, 552, 509, 473, 495, 540, 501, 454, 572, 576, 487, 539, 492, 439, 438, 476, 478, 575, 522, 496, 491, 594), TEAM_BATTING_SO = c(1075, 917, 922, 973, 1062, 1027, 922, 888, 801, 816, 812, 880, 682, 843, 900, 841, 760, 928, 902, 860, 926, 819, 1011, 1000, 882, 930, 1007, 993, 980, 953, 1028, 1022, 1024, 1001, 805, 838, 942, 848, 1239, 1045, 1052, 1006, 1022, 1094, 965, 326, 569, 572, 731, 687, 653, 622, 572, 561, 520, 498, 478, 425, 478, 402, 399, 454, 418, 452, 522, 462, 612, 754, 530, 555, 496, 568, 690, 648, 649, 753, 651, 773, 794, 834, 926, 975, 954, 825, 976, 913, 947, 782, 736, 810, 875, 772, 764, 811, 876, 828, 905, 825, 869, 847, 896, 849, 910, 839, 859, 1010, 906, 924, 946, 1050, 1032, 1160, 1062, 962, 1010, 1158, 1084, 454, 390, 649, 814, 914, 805, 673, 359, 428, 401, 451, 372, 445, 504, 579, 610, 555, 597, 673, 598, 668, 637, 675, 581, 689, 635, 595, 750, 698, 736, 783, 729, 757, 667, 781, 763, 745, 726, 902, 931, 1019, 907, 938, 1008, 1019, 806, 952, 865, 984, 752, 850, 883, 951, 869, 863, 766, 700, 796, 800, 884, 914, 874, 968, 974, 930, 947, 903, 915, 952, 903, 900, 995, 949, 902, 816, 626, 620, 336, 443, 659, 600, 577, 581, 507, 417, 486, 454, 362, 512, 450, 476, 480, 542, 520, 581, 567, 504, 570, 498, 489, 594, 503, 630, 531, 562, 621, 536, 612, 625, 777, 636, 694, 777, 863, 839, 847, 1020, 1020, 974, 923, 871, 799, 811, 750, 832, 830, 717, 729, 736, 758, 816, 825, 755, 1018, 1038, 1020, 1044, 1049, 928, 1019, 1138, 944, 943, 1044, 1056, 700, 697, 443, 620, 668, 649, 664, 671, 607, 701, 431, 415, 396, 552, 494, 521, 544, 604, 668, 674, 541, 676, 495, 522, 507, 582, 595, 705, 639, 553, 486, 634, 608, 608, 812, 681, 749, 785, 729, 853, 816, 897, 1080, 1044, 998, 918, 928, 844, 772, 852, 860, 857, 802, 796, 746, 762, 869, 973, 943, 910, 921, 869, 890, 1075, 1072, 1090, 1003, 1120, 1269, 1158, 1080, 920, 679, 629, 635, 586, 605, 622, 504, 468, 371, 499, 443, 426, 403, 412, 513, 465, 504, 471, 414, 558, 432, 447, 470, 528, 599, 501, 467, 611, 471, 508, 631, 563, 595, 551, 548, 558, 564, 626, 694, 784, 704, 667, 612, 674, 916, 872, 849, 844, 952, 869, 805, 629, 676, 678, 866, 888, 843, 940, 914, 878, 903, 896, 814, 863, 927, 916, 815, 960, 998, 916, 1056, 476, 542, 539, 607, 426, 389, 326, 401, 386, 354, 352, 352, 365, 514, 487, 459, 377, 571, 579, 614, 616, 559, 450, 585, 411, 560, 635, 558, 746, 737, 691, 791, 805, 803, 903, 801, 903, 974, 1003, 888, 969, 984, 947, 940, 916, 902, 911, 908, 830, 817, 1006, 978, 861, 920, 928, 928, 1028, 913, 888, 1025, 1134, 1118, 995, 1172, 1335, 1303, 1192, 388, 424, 689, 766, 594, 726, 636, 627, 492, 399, 396, 348, 407, 393, 399, 349, 387, 455, 484, 457, 580, 604, 628, 636, 572, 552, 646, 733, 641, 601, 656, 665, 718, 703, 752, 804, 867, 758, 724, 939, 1102, 1063, 914, 984, 863, 912, 909, 868, 793, 756, 643, 711, 791, 633, 596, 691, 815, 817, 944, 977, 866, 934, 836, 888, 843, 902, 849, 961, 1099, 1076, 1000, 1062, 1009, 1093, 1204, 944, 1054, 1061, 1108, 1060, 863, 1027, 1134, 1181, 1103, 1108, 415, 627, 677, 489, 494, 411, 398, 405, 421, 461, 561, 555, 489, 748, 611, 623, 585, 582, 526, 564, 648, 594, 530, 528, 505, 552, 636, 634, 650, 676, 766, 900, 908, 912, 952, 987, 994, 964, 922, 825, 854, 824, 722, 784, 888, 735, 764, 695, 819, 844, 743, 807, 831, 941, 932, 885, 913, 841, 899, 1185, 1055, 1122, 1264, 1110, 1164, 1070, 982, 972, 1099, 1144, 1038, 1133, 1054, 1051, 1038, 1122, 1074, 1120, 1191, 1130, 968, 918, 1249, 816, 938, 872, 877, 885, 934, 988, 911, 888, 960, 864, 767, 719, 839, 743, 750, 719, 830, 869, 837, 873, 936, 840, 860, 997, 1025, 911, 1011, 1116, 1057, 1085, 1122, 1138, 1129, 1119, 1120, 1037, 1076, 533, 901, 958, 824, 748, 696, 675, 659, 722, 840, 919, 1034, 950, 897, 969, 741, 936, 983, 955, 949, 990, 840, 898, 926, 1057, 1040, 324, 535, 574, 738, 618, 588, 529, 419, 469, 411, 376, 546, 604, 480, 551, 482, 669, 677, 604, 563, 447, 474, 457, 597, 590, 720, 600, 665, 670, 740, 657, 776, 892, 894, 880, 837, 867, 830, 881, 980, 823, 846, 821, 800, 820, 825, 744, 896, 818, 834, 841, 829, 846, 923, 953, 896, 952, 899, 937, 976, 1056, 1083, 985, 1094, 1015, 985, 930, 977, 922, 862, 805, 750, 745, 685, 714, 665, 992, 1040, 791, 821, 802, 958, 900, 986, 973, 1072, 1245, 1399, 1125, 1221, 1162, 414, 353, 547, 626, 673, 573, 632, 608, 457, 591, 579, 465, 474, 412, 458, 378, 410, 426, 461, 465, 421, 476, 430, 533, 407, 490, 530, 513, 575, 613, 502, 514, 562, 521, 637, 542, 644, 756, 923, 790, 927, 929, 851, 918, 1019, 844, 976, 906, 857, 952, 791, 760, 759, 707, 739, 887, 802, 898, 832, 743, 749, 834, 910, 1031, 1121, 915, 1021, 1096, 1027, 982, 978, 1003, 1078, 1129, 998, 981, 1203, 1089, 1062, 1028, 810, 735, 805, 887, 829, 817, 840, 948, 1001, 872, 1012, 934, 851, 956, 879, 1157, 1118, 1029, 1049, 988, 1037, 1062, 1050, 1159, 1075, 504, 562, 588, 748, 713, 665, 566, 558, 602, 560, 550, 448, 507, 610, 636, 572, 545, 554, 546, 628, 657, 637, 594, 585, 591, 660, 611, 567, 487, 575, 686, 665, 692, 794, 871, 860, 785, 842, 813, 976, 832, 1043, 845, 808, 717, 680, 690, 719, 681, 691, 739, 657, 719, 686, 673, 776, 911, 949, 836, 861, 910, 946, 957, 909, 954, 978, 1013, 1048, 1178, 1042, 982, 1053, 410, 349, 616, 649, 551, 676, 668, 550, 614, 654, 624, 598, 622, 460, 468, 559, 579, 663, 631, 655, 625, 598, 629, 690, 619, 515, 489, 515, 500, 625, 550, 519, 519, 594, 633, 712, 763, 805, 786, 777, 803, 1104, 1020, 994, 1025, 977, 1024, 926, 919, 876, 846, 916, 800, 751, 824, 948, 871, 861, 983, 992, 981, 831, 1048, 975, 1025, 1114, 1181, 1122, 1129, 1166, 1021, 898, 819, 976, 621, 594, 439, 635, 569, 592, 655, 620, 639, 605, 555, 647, 647, 585, 485, 574, 507, 483, 518, 575, 678, 548, 521, 558, 524, 585, 529, 621, 625, 705, 552, 562, 628, 652, 797, 903, 976, 929, 924, 1033, 1003, 1130, 1031, 979, 960, 793, 806, 866, 764, 708, 1084, 1095, 1161, 987, 926, 915, 1049, 1002, 1092, 1080, 1081, 1117, 1125, 1155, 1133, 1083, 1203, 575, 520, 555, 593, 640, 690, 650, 610, 444, 426, 393, 343, 381, 419, 384, 375, 355, 478, 405, 463, 528, 505, 445, 520, 591, 505, 584, 723, 608, 583, 734, 647, 752, 791, 771, 792, 758, 841, 970, 1011, 953, 944, 919, 910, 842, 828, 837, 807, 879, 785, 862, 873, 847, 929, 914, 914, 914, 901, 872, 1030, 989, 1161, 1204, 1106, 1116, 1049, 1092, 1200, 1143, 1164, 972, 900, 754, 1057, 848, 791, 773, 877, 822, 810, 992, 898, 902, 1069, 864, 1046, 1055, 981, 1014, 1129, 1169, 1062, 1073, 910, 1104, 769, 725, 727, 822, 806, 840, 871, 942, 838, 749, 841, 901, 943, 1059, 1110, 1088, 1095, 1073, 989, 1003, 986, 974, 680, 631, 533, 534, 504, 583, 595, 477, 573, 507, 527, 451, 486, 396, 435, 402, 421, 411, 508, 557, 507, 524, 570, 535, 509, 548, 545, 505, 487, 574, 598, 682, 550, 644, 707, 590, 611, 693, 859, 920, 890, 804, 889, 844, 865, 978, 1054, 1005, 1042, 1008, 913, 869, 780, 778, 814, 925, 792, 915, 990, 962, 1023, 1071, 973, 930, 1013, 1193, 1189, 1120, 1034, 1028, 1032, 1090, 967, 986, 874, 901, 710, 528, 368, 625, 530, 707, 656, 654, 697, 689, 695, 494, 509, 479, 447, 472, 440, 438, 541, 461, 522, 500, 541, 559, 566, 548, 607, 599, 528, 599, 646, 533, 461, 558, 538, 548, 507, 640, 649, 616, 628, 654, 707, 786, 784, 846, 925, 977, 897, 961, 757, 824, 796, 757, 649, 713, 838, 786, 879, 924, 853, 911, 933, 827, 848, 844, 857, 996, 882, 975, 1042, 1089, 1191, 1179, 1209, 1253, 1089, 927, 952, 947, 928, 1107, 1042, 1116, 1030, 950, 1106, 923, 794, 963, 1124, 1125, 1089, 966, 900, 989, 974, 791, 719, 809, 904, 779, 607, 611, 750, 767, 824, 1088, 1081, 1028, 1054, 1039, 1036, 1041, 1116, 1045, 937, 922, 1093, 1052, 1099, 1112, 1061, 663, 813, 850, 749, 810, 816, 812, 848, 970, 935, 1019, 1105, 1138, 1132, 1077, 1026, 1081, 1090, 955, 906, 962, 972, 805, 954, 841, 881, 901, 865, 747, 733, 787, 885, 1022, 918, 1053, 958, 1024, 1063, 951, 1077, 1058, 939, 1048, 1071, 1104, 990, 925, 1090, 1156), TEAM_BASERUN_SB = c(37, 46, 43, 107, 80, 40, 69, 60, 119, 221, 126, 159, 86, 100, 92, 65, 55, 80, 106, 109, 125, 86, 89, 69, 160, 169, 92, 65, 53, 126, 93, 71, 93, 116, 117, 129, 143, 161, 73, 137, 71, 76, 53, 67, 76, 214, 223, 161, 145, 190, 147, 164, 108, 169, 94, 100, 71, 60, 78, 82, 64, 68, 73, 48, 38, 21, 24, 48, 44, 54, 64, 46, 29, 75, 84, 61, 57, 44, 43, 73, 74, 57, 75, 53, 64, 59, 55, 83, 58, 49, 85, 72, 55, 74, 82, 99, 73, 150, 151, 146, 140, 72, 94, 136, 96, 92, 165, 126, 125, 82, 83, 108, 98, 148, 148, 86, 92, 208, 163, 160, 221, 247, 212, 246, 125, 97, 139, 68, 91, 96, 80, 98, 77, 73, 77, 46, 48, 66, 50, 54, 53, 39, 46, 27, 24, 73, 40, 41, 37, 32, 32, 36, 41, 61, 38, 39, 45, 78, 67, 56, 54, 78, 82, 84, 68, 82, 146, 106, 150, 91, 75, 101, 111, 63, 49, 61, 51, 69, 69, 95, 50, 73, 100, 104, 76, 63, 86, 126, 134, 101, 83, 245, 196, 160, 187, 156, 166, 106, 204, 187, 136, 141, 128, 104, 87, 82, 45, 51, 86, 105, 89, 44, 48, 63, 124, 96, 58, 84, 60, 92, 63, 76, 43, 45, 34, 21, 62, 35, 54, 31, 31, 36, 56, 35, 68, 76, 41, 51, 114, 104, 67, 95, 74, 61, 80, 42, 30, 66, 77, 56, 114, 111, 91, 68, 72, 67, 43, 46, 80, 88, 45, 51, 231, 265, 219, 238, 263, 225, 177, 192, 173, 141, 200, 174, 74, 145, 99, 69, 87, 110, 74, 52, 50, 63, 69, 75, 52, 64, 66, 41, 66, 56, 73, 46, 23, 41, 49, 66, 53, 52, 48, 39, 58, 41, 37, 78, 76, 63, 30, 39, 44, 72, 65, 78, 67, 64, 110, 73, 132, 155, 183, 120, 136, 151, 125, 99, 118, 108, 116, 93, 63, 73, 66, 65, 180, 172, 213, 166, 245, 207, 230, 152, 118, 102, 146, 136, 128, 95, 146, 116, 78, 100, 95, 38, 49, 71, 74, 119, 55, 96, 125, 182, 69, 85, 82, 49, 20, 104, 64, 77, 103, 73, 74, 115, 106, 119, 100, 76, 50, 153, 124, 54, 83, 65, 102, 84, 98, 69, 136, 165, 108, 115, 99, 98, 140, 134, 110, 124, 105, 127, 111, 119, 123, 77, 93, 213, 326, 164, 166, 165, 167, 124, 137, 101, 109, 66, 88, 141, 50, 25, 37, 32, 36, 76, 72, 56, 21, 72, 45, 54, 75, 86, 48, 34, 26, 54, 54, 64, 68, 77, 74, 66, 90, 82, 71, 92, 115, 148, 146, 168, 210, 170, 100, 87, 131, 154, 160, 160, 177, 169, 208, 128, 166, 125, 142, 171, 163, 99, 103, 77, 72, 124, 149, 167, 203, 191, 204, 147, 168, 221, 210, 77, 53, 94, 84, 89, 95, 93, 80, 66, 55, 39, 82, 76, 56, 66, 73, 50, 21, 60, 31, 56, 42, 55, 35, 32, 29, 42, 53, 35, 34, 35, 59, 79, 53, 53, 116, 86, 25, 57, 60, 79, 76, 65, 144, 119, 187, 109, 126, 132, 141, 140, 97, 74, 107, 84, 159, 188, 161, 119, 147, 79, 52, 86, 94, 62, 55, 146, 126, 141, 201, 137, 70, 132, 63, 44, 65, 85, 245, 152, 119, 158, 140, 80, 82, 92, 105, 119, 111, 131, 75, 94, 80, 93, 69, 42, 64, 64, 68, 55, 23, 41, 24, 39, 28, 50, 45, 38, 69, 69, 73, 60, 57, 41, 37, 26, 35, 29, 35, 18, 28, 67, 64, 108, 60, 90, 177, 75, 91, 93, 93, 106, 75, 138, 106, 87, 103, 109, 66, 104, 65, 82, 161, 122, 83, 133, 98, 86, 66, 60, 117, 92, 148, 99, 115, 115, 169, 177, 96, 96, 110, 43, 39, 40, 90, 90, 88, 44, 114, 101, 118, 108, 134, 150, 187, 178, 193, 119, 140, 164, 105, 96, 162, 198, 144, 179, 139, 103, 175, 198, 180, 171, 155, 166, 114, 64, 71, 115, 79, 152, 129, 97, 131, 89, 105, 207, 157, 182, 128, 97, 125, 138, 154, 119, 131, 100, 197, 135, 196, 136, 121, 100, 120, 67, 65, 326, 212, 170, 199, 190, 182, 140, 145, 130, 74, 36, 48, 64, 87, 64, 58, 72, 62, 59, 38, 61, 47, 79, 104, 93, 120, 123, 81, 92, 95, 48, 68, 63, 77, 100, 90, 124, 94, 56, 57, 80, 139, 86, 110, 149, 138, 144, 114, 137, 106, 122, 109, 136, 128, 132, 82, 141, 142, 126, 105, 137, 95, 80, 58, 167, 91, 83, 110, 65, 85, 95, 101, 131, 58, 84, 101, 101, 176, 165, 164, 106, 83, 118, 101, 104, 82, 72, 66, 94, 99, 79, 155, 144, 155, 302, 231, 197, 196, 176, 173, 164, 172, 99, 108, 121, 144, 140, 116, 92, 106, 74, 69, 50, 57, 65, 70, 100, 99, 83, 105, 150, 134, 116, 56, 48, 44, 47, 69, 39, 39, 23, 54, 55, 48, 32, 46, 67, 55, 115, 67, 56, 74, 83, 106, 62, 51, 38, 44, 113, 107, 111, 96, 123, 135, 118, 151, 112, 90, 79, 94, 116, 102, 60, 41, 28, 55, 58, 72, 66, 118, 43, 27, 43, 32, 98, 100, 135, 158, 162, 149, 117, 159, 158, 110, 129, 79, 36, 65, 97, 62, 149, 66, 66, 88, 107, 153, 222, 193, 175, 264, 211, 188, 144, 118, 94, 65, 74, 74, 70, 83, 95, 54, 54, 81, 82, 75, 97, 62, 54, 73, 48, 96, 28, 61, 43, 82, 55, 36, 58, 54, 47, 39, 28, 42, 42, 54, 50, 63, 120, 105, 75, 47, 53, 103, 93, 97, 86, 71, 69, 84, 62, 156, 139, 105, 138, 109, 39, 79, 56, 96, 99, 104, 100, 163, 101, 98, 84, 139, 206, 239, 188, 147, 246, 135, 160, 119, 105, 119, 53, 72, 63, 71, 62, 50, 27, 36, 62, 47, 62, 102, 69, 50, 28, 46, 58, 44, 27, 41, 42, 38, 44, 49, 43, 32, 23, 37, 23, 58, 76, 34, 110, 134, 133, 131, 80, 91, 128, 164, 183, 177, 144, 104, 175, 232, 145, 117, 139, 141, 151, 143, 131, 129, 126, 58, 71, 131, 70, 40, 68, 48, 31, 61, 165, 237, 241, 230, 128, 211, 169, 167, 129, 158, 135, 69, 51, 74, 61, 51, 72, 36, 44, 75, 70, 41, 50, 26, 40, 31, 34, 43, 63, 28, 66, 63, 44, 32, 60, 41, 59, 79, 30, 79, 58, 73, 63, 51, 126, 127, 135, 152, 128, 140, 186, 122, 154, 113, 106, 108, 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116, 86, 76, 120, 97, 105, 73, 75, 73, 82, 59, 47, 103, 75, 42, 60, 29, 25, 18, 24, 19, 66, 67, 43, 61, 68, 48, 86, 73, 144, 110, 117, 124, 108, 100, 173, 116, 97, 116, 140, 207, 220, 314, 264, 248, 234, 155, 221, 202, 208, 153, 108, 89, 149, 164, 133, 135, 87, 91, 86, 82, 83, 59, 120, 73, 115, 142, 133, 134, 82, 100, 68, 47, 30, 54, 29, 52, 72, 69, 91, 114, 87, 154, 196, 79, 71, 63, 119, 131, 103, 120, 131, 115, 102, 81, 83, 72, 82, 111, 69, 97, 65, 69, 67, 53, 75, 67, 101, 118, 131, 193, 145, 110, 126, 107, 84, 116, 134, 184, 119, 89, 37, 58, 72, 65, 52, 65, 51, 108, 86, 80, 123, 237, 207, 138, 132, 170, 194, 166, 189, 160, 235, 222, 195, 108, 91, 70, 58, 101, 118, 100, 109, 45, 123), TEAM_PITCHING_H = c(1347, 1377, 1396, 1279, 1244, 1281, 1391, 1364, 1372, 1340, 1265, 1380, 1417, 1563, 1478, 2047, 1518, 1363, 1364, 1387, 1406, 1458, 1422, 1448, 1306, 1399, 2068, 1735, 1591, 1531, 1530, 1404, 1574, 1447, 1603, 1473, 1603, 1520, 1353, 1566, 1494, 1467, 1401, 1419, 1506, 1933, 1647, 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517, 560, 441, 476, 420, 520, 711, 729, 654, 525, 590, 548, 612, 518, 554, 580, 822, 607, 619, 488, 550, 508, 488, 516, 723, 597, 615, 642, 670, 696, 709, 625, 624, 601, 705, 431, 579, 637, 544, 420, 399, 700, 570, 499, 512, 376, 408, 425, 412, 428, 494, 491, 423, 500, 542, 629, 530, 478, 465, 438, 439, 447, 489, 426, 474, 533, 537, 610, 473, 571, 677, 657, 630, 680, 635, 644, 507, 556, 546, 536, 547, 515, 427, 345, 378, 569, 543, 471, 531, 537, 444, 420, 460, 956, 543, 516, 586, 576, 644, 484, 507, 517, 532, 495, 588, 877, 560, 495, 543, 676, 621, 675, 529, 542, 580, 534, 537, 473, 544, 456, 420, 475, 441, 564, 472, 497, 514, 570, 467, 460, 630, 635, 597, 503, 520, 568, 596, 624, 461, 702, 447, 442, 536, 511, 567, 548, 575, 596, 550, 660, 500, 595, 611, 580, 548, 488, 500, 495, 505, 448, 448, 663, 415, 510, 460, 509, 496, 555, 521, 623, 529, 487, 564, 578, 526, 546, 519, 486, 514, 529, 659, 549, 579, 433, 396, 442, 547, 828, 509, 476, 498, 543, 501, 454, 572, 576, 490, 766, 492, 439, 438, 476, 478, 575, 522, 496, 491, 594), TEAM_FIELDING_E = c(193, 175, 164, 123, 136, 112, 127, 119, 147, 185, 150, 147, 136, 135, 136, 149, 106, 128, 112, 107, 117, 135, 96, 140, 134, 120, 107, 106, 129, 126, 106, 106, 134, 103, 87, 105, 90, 87, 100, 104, 84, 107, 139, 94, 104, 318, 279, 323, 312, 293, 251, 237, 240, 238, 255, 211, 228, 242, 178, 234, 204, 215, 187, 176, 160, 209, 199, 167, 194, 152, 179, 151, 157, 191, 153, 162, 122, 160, 128, 146, 117, 123, 129, 143, 140, 154, 138, 125, 140, 164, 167, 132, 176, 167, 175, 185, 163, 156, 137, 137, 139, 159, 142, 117, 153, 158, 138, 109, 108, 113, 130, 114, 91, 111, 129, 116, 86, 465, 326, 285, 319, 336, 353, 261, 245, 236, 206, 188, 188, 263, 194, 199, 243, 197, 161, 199, 198, 200, 209, 166, 159, 162, 180, 153, 167, 141, 174, 206, 180, 163, 155, 170, 140, 116, 155, 126, 122, 95, 126, 116, 125, 120, 101, 117, 115, 105, 119, 109, 118, 107, 111, 127, 95, 105, 101, 121, 123, 116, 119, 92, 89, 100, 82, 81, 97, 97, 81, 116, 126, 110, 107, 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217, 250, 210, 198, 170, 183, 164, 176, 119, 147, 163, 142, 143, 175, 154, 132, 131, 175, 132, 154, 139, 141, 133, 141, 118, 136, 137, 141, 143, 191, 179, 174, 130, 160, 146, 140, 135, 87, 107, 125, 111, 125, 114, 102, 121, 141, 122, 135, 125, 107, 88, 84, 273, 184, 387, 303, 361, 273, 246, 229, 230, 248, 259, 309, 235, 224, 188, 223, 177, 251, 215, 204, 195, 217, 183, 192, 207, 197, 187, 155, 160, 166, 145, 158, 155, 153, 143, 162, 151, 139, 156, 137, 127, 136, 121, 134, 152, 115, 120, 104, 106, 136, 161, 139, 138, 146, 133, 117, 141, 132, 115, 110, 100, 100, 91, 97, 81, 90, 104, 332, 288, 259, 246, 235, 225, 274, 264, 186, 196, 181, 197, 188, 194, 237, 214, 192, 203, 195, 201, 209, 190, 178, 228, 201, 187, 194, 157, 142, 139, 144, 179, 171, 170, 179, 140, 158, 153, 177, 141, 139, 155, 133, 142, 151, 162, 152, 163, 167, 137, 145, 115, 134, 142, 123, 160, 134, 120, 101, 126, 128, 131, 148, 133, 116, 123, 117, 104, 155, 157, 162, 170, 188, 189, 160, 131, 150, 152, 129, 138, 146, 117, 141, 113, 115, 160, 154, 122, 118, 125, 129, 128, 102, 108, 92, 147, 141, 149, 135, 138, 134, 126, 122, 143, 130, 112, 90, 137, 111, 123, 126, 113, 99, 83, 88, 86, 88, 406, 393, 300, 269, 266, 273, 231, 199, 220, 197, 211, 200, 205, 187, 170, 173, 169, 201, 190, 190, 184, 169, 181, 164, 148, 169, 146, 188, 177, 167, 163, 164, 171, 175, 161, 162, 148, 151, 160, 160, 174, 140, 156, 148, 169, 134, 169, 170, 177, 161, 163, 175, 146, 183, 146, 161, 144, 173, 171, 144, 129, 113, 107, 101, 96, 119, 134, 120, 100, 105, 93, 118, 91, 80, 101, 90, 289, 218, 383, 353, 390, 285, 288, 253, 249, 289, 236, 257, 269, 232, 251, 244, 201, 216, 226, 160, 193, 168, 177, 169, 176, 171, 162, 173, 213, 187, 184, 178, 159, 128, 134, 124, 149, 138, 145, 154, 154, 141, 138, 154, 175, 132, 172, 145, 140, 150, 142, 145, 158, 148, 171, 136, 132, 130, 152, 118, 108, 124, 116, 121, 111, 129, 105, 91, 159, 114, 128, 125, 123, 142, 133, 111, 110, 103, 77, 100, 99, 94, 135, 139, 103, 120, 116, 157, 140, 182, 127, 143, 145, 149, 140, 116, 144, 161, 165, 156, 117, 153, 130, 106, 121, 113, 120, 120, 148, 130, 133, 134, 153, 87, 122, 122, 119, 135, 114, 94, 117, 108, 98, 158, 133, 160, 136, 115, 123, 126, 100, 111, 110, 109, 110, 97, 125, 106, 100, 117, 92, 95, 99, 184, 141, 151, 180, 147, 134, 133, 144, 122, 116, 133, 122, 134, 147, 142, 136, 110, 132, 134, 126, 155, 160, 132, 108, 139, 102, 99, 92, 131), TEAM_FIELDING_DP = c(155, 153, 156, 149, 186, 136, 169, 141, 150, 165, 139, 137, 136, 172, 146, 177, 171, 170, 202, 156, 162, 175, 173, 186, 172, 161, 155, 134, 157, 140, 146, 156, 184, 142, 151, 138, 126, 139, 125, 129, 148, 132, 144, 159, 172, 101, 106, 145, 137, 88, 151, 129, 116, 129, 133, 129, 128, 165, 163, 154, 149, 154, 176, 148, 153, 107, 184, 136, 191, 151, 137, 140, 151, 154, 165, 151, 180, 163, 143, 144, 160, 154, 161, 139, 145, 139, 148, 139, 118, 137, 143, 161, 148, 151, 127, 141, 157, 142, 186, 176, 153, 197, 182, 171, 140, 133, 122, 121, 146, 127, 143, 136, 139, 122, 138, 171, 170, 125, 145, 83, 132, 121, 151, 126, 126, 134, 166, 155, 150, 176, 154, 160, 168, 164, 174, 171, 147, 152, 151, 188, 164, 135, 149, 132, 165, 178, 162, 163, 188, 185, 160, 167, 149, 169, 171, 173, 152, 159, 152, 144, 145, 131, 145, 148, 152, 158, 184, 178, 157, 190, 167, 164, 178, 176, 140, 159, 166, 169, 173, 152, 172, 171, 149, 159, 173, 148, 144, 151, 138, 161, 154, 117, 119, 110, 124, 119, 101, 87, 91, 105, 114, 114, 140, 139, 159, 134, 160, 151, 170, 147, 167, 169, 174, 145, 150, 144, 146, 148, 187, 191, 162, 208, 181, 218, 190, 194, 190, 183, 171, 188, 181, 164, 140, 153, 142, 147, 178, 149, 162, 156, 144, 148, 170, 168, 209, 172, 168, 161, 158, 162, 175, 170, 152, 179, 128, 131, 120, 130, 140, 130, 135, 174, 126, 110, 113, 101, 131, 120, 135, 112, 92, 110, 114, 101, 137, 162, 169, 161, 185, 180, 176, 148, 154, 145, 171, 148, 161, 133, 150, 146, 178, 146, 130, 126, 167, 160, 179, 169, 129, 148, 173, 156, 148, 169, 184, 171, 132, 144, 149, 146, 150, 155, 156, 141, 152, 147, 154, 163, 110, 138, 151, 128, 130, 136, 122, 158, 129, 147, 117, 139, 144, 157, 126, 136, 119, 109, 101, 111, 100, 141, 123, 128, 149, 163, 144, 170, 129, 139, 157, 163, 143, 139, 182, 134, 142, 187, 182, 147, 131, 153, 158, 176, 162, 151, 179, 188, 190, 185, 166, 151, 157, 155, 168, 178, 168, 148, 138, 153, 156, 149, 149, 163, 165, 190, 156, 131, 144, 164, 173, 158, 152, 142, 178, 177, 169, 151, 130, 147, 145, 161, 149, 190, 149, 154, 145, 140, 108, 156, 133, 113, 132, 147, 155, 151, 150, 169, 207, 156, 173, 204, 136, 148, 146, 147, 158, 146, 144, 155, 168, 161, 145, 202, 141, 153, 185, 178, 146, 156, 165, 163, 130, 144, 137, 142, 135, 124, 173, 162, 151, 173, 157, 154, 153, 149, 158, 121, 116, 143, 160, 137, 132, 108, 126, 128, 133, 145, 136, 156, 136, 123, 133, 139, 118, 114, 115, 92, 132, 87, 137, 143, 105, 130, 130, 147, 151, 138, 154, 161, 173, 150, 137, 136, 161, 156, 173, 166, 184, 194, 166, 155, 187, 191, 158, 159, 207, 156, 160, 137, 181, 145, 143, 168, 129, 149, 132, 138, 131, 154, 168, 159, 174, 157, 162, 145, 150, 145, 143, 174, 163, 161, 148, 128, 131, 126, 146, 150, 174, 171, 157, 160, 153, 137, 161, 178, 152, 156, 165, 149, 162, 164, 167, 202, 186, 167, 165, 161, 158, 190, 152, 98, 98, 99, 94, 100, 142, 108, 149, 147, 165, 158, 165, 157, 181, 155, 122, 137, 194, 183, 145, 149, 150, 183, 204, 175, 153, 138, 159, 159, 145, 115, 124, 137, 126, 142, 126, 133, 130, 142, 156, 142, 144, 155, 144, 162, 153, 177, 185, 165, 162, 165, 142, 162, 153, 163, 147, 129, 153, 171, 164, 148, 127, 161, 146, 164, 171, 165, 194, 160, 171, 162, 130, 156, 162, 187, 167, 177, 145, 163, 153, 177, 166, 151, 100, 124, 130, 126, 120, 129, 144, 152, 160, 161, 167, 155, 136, 109, 144, 119, 154, 165, 160, 159, 113, 124, 121, 124, 125, 141, 155, 135, 130, 169, 144, 168, 149, 138, 149, 146, 164, 102, 114, 162, 179, 173, 192, 160, 148, 178, 160, 153, 151, 148, 139, 141, 164, 150, 144, 189, 185, 173, 185, 204, 143, 169, 189, 122, 118, 93, 121, 102, 118, 102, 95, 97, 124, 127, 164, 178, 127, 155, 113, 161, 166, 116, 131, 145, 118, 151, 160, 173, 159, 170, 193, 198, 179, 145, 157, 143, 208, 149, 170, 129, 128, 144, 144, 130, 136, 152, 167, 122, 106, 154, 160, 138, 123, 148, 146, 131, 144, 127, 155, 123, 136, 141, 148, 154, 151, 164, 141, 149, 142, 153, 167, 162, 165, 144, 154, 189, 201, 185, 162, 147, 155, 164, 152, 176, 183, 209, 180, 172, 143, 187, 156, 154, 142, 139, 118, 83, 102, 128, 122, 107, 126, 134, 120, 100, 101, 169, 193, 157, 178, 131, 154, 166, 158, 165, 159, 178, 197, 192, 192, 178, 175, 178, 143, 154, 164, 130, 159, 177, 190, 156, 184, 181, 182, 171, 147, 167, 152, 141, 131, 118, 123, 177, 136, 140, 164, 150, 185, 193, 153, 162, 170, 147, 155, 141, 161, 155, 142, 159, 170, 135, 155, 125, 114, 158, 171, 169, 151, 153, 172, 147, 142, 146, 136, 127, 141, 150, 144, 132, 160, 168, 132, 140, 154, 138, 137, 110, 107, 134, 143, 161, 141, 165, 151, 146, 121, 132, 139, 144, 146, 128, 105, 97, 98, 126, 125, 137, 126, 146, 128, 140, 140, 158, 123, 129, 143, 160, 130, 132, 159, 180, 166, 206, 200, 175, 179, 159, 205, 198, 200, 209, 208, 189, 225, 168, 170, 180, 151, 163, 158, 145, 144, 159, 146, 159, 172, 158, 150, 151, 133, 160, 151, 158, 157, 177, 173, 153, 155, 184, 181, 166, 175, 136, 146, 156, 130, 136, 134, 118, 126, 148, 145, 111, 89, 79, 72, 124, 126, 133, 112, 172, 111, 133, 152, 125, 158, 131, 127, 161, 130, 179, 163, 161, 161, 127, 138, 158, 130, 156, 134, 173, 148, 189, 228, 219, 215, 169, 171, 183, 172, 175, 161, 131, 152, 142, 156, 121, 152, 158, 153, 170, 154, 140, 137, 145, 137, 115, 140, 159, 137, 120, 152, 150, 158, 161, 149, 170, 195, 170, 155, 162, 165, 151, 145, 166, 173, 99, 104, 147, 75, 96, 140, 104, 120, 106, 126, 132, 134, 161, 181, 180, 156, 160, 178, 157, 140, 166, 146, 143, 144, 158, 150, 146, 151, 147, 148, 154, 153, 169, 140, 123, 139, 188, 168, 150, 174, 163, 157, 158, 179, 156, 148, 168, 156, 148, 136, 112, 142, 158, 140, 136, 150, 123, 135, 145, 131, 143, 136, 145, 146, 142, 132, 153, 113, 101, 108, 102, 101, 105, 102, 125, 104, 125, 137, 133, 165, 170, 181, 131, 144, 176, 130, 100, 119, 142, 162, 168, 142, 148, 134, 138, 158, 182, 175, 187, 146, 147, 150, 182, 199, 178, 179, 215, 162, 169, 164, 179, 156, 154, 148, 142, 134, 168, 133, 165, 128, 134, 147, 130, 125, 134, 144, 186, 144, 149, 175, 168, 178, 159, 193, 168, 140, 159, 145, 126, 163, 142, 171, 157, 172, 142, 135, 144, 135, 148, 141, 130, 127, 129, 114, 146, 136, 132, 151, 162, 141, 146, 138, 162, 170, 189, 181, 158, 159, 143, 156, 168, 152, 170, 173, 148, 156, 143, 140, 180, 178, 137, 134, 144, 150, 96, 124, 132, 114, 125, 127, 115, 102, 144, 169, 137, 161, 168, 184, 175, 173, 134, 150, 166, 149, 137, 152, 159, 163, 141, 152, 136, 135, 119, 127, 143, 141, 141, 181, 184, 181, 174, 150, 164, 124, 123, 133, 113, 124, 132, 149, 155, 153, 153, 126, 138, 153, 165, 153, 118, 138, 149, 125, 109, 134, 145, 135, 148, 169, 159, 160, 165, 157, 156, 150, 173, 170, 167, 164, 153, 146, 101, 117, 84, 125, 129, 115, 120, 115, 115, 131, 163, 132, 143, 138, 128, 149, 170, 165, 180, 141, 185, 178, 163, 126, 149, 140, 141, 134, 156, 148, 142, 144, 193, 173, 178, 145, 157, 182, 169, 187, 160, 181, 177, 166, 174, 170, 147, 166, 135, 159, 155, 152, 149, 193, 140, 155, 166, 172, 173, 184, 166, 179, 172, 131, 134, 114, 133, 146, 157, 169, 177, 139, 156, 160, 162, 148, 156, 168, 138, 196, 171, 178, 198, 144, 158, 140, 156, 172, 161, 165, 145, 148, 142, 145, 159, 173, 173, 164, 166, 142, 156, 140, 151, 157, 169, 151, 146, 160, 148, 146, 161, 138, 153, 150, 155, 140, 167, 162, 167, 168, 152, 149, 174, 187, 206, 156, 146, 148, 166, 165, 150, 148, 170, 147, 187, 150, 131, 164, 176, 161, 151, 154, 157, 179, 193, 165, 179, 179, 150, 125, 126, 132, 130, 148, 153, 133, 122, 145, 126, 134, 129, 128, 121, 127, 126, 151, 139, 160, 152, 171, 156, 123)) |
lm_predicted <- round(predict(g2, newdata = eval_df),0)
lm_predicted_df <- as.data.frame(cbind(eval_df$INDEX, lm_predicted))
colnames(lm_predicted_df) <- c('INDEX','TARGET_WINS')
lm_predicted_df %>% kable() %>%
kable_styling(bootstrap_options = c("striped", "hover", "condensed", "responsive")) %>% scroll_box(width="100%",height="300px")| INDEX | TARGET_WINS |
|---|---|
| 9 | 60 |
| 10 | 66 |
| 14 | 72 |
| 47 | 84 |
| 60 | 93 |
| 63 | 70 |
| 74 | 70 |
| 83 | 65 |
| 98 | 72 |
| 120 | 70 |
| 123 | 63 |
| 135 | 83 |
| 138 | 85 |
| 140 | 82 |
| 151 | 87 |
| 153 | 75 |
| 171 | 71 |
| 184 | 76 |
| 193 | 59 |
| 213 | 87 |
| 217 | 85 |
| 226 | 82 |
| 230 | 83 |
| 241 | 69 |
| 291 | 78 |
| 294 | 84 |
| 300 | 84 |
| 348 | 67 |
| 350 | 81 |
| 357 | 64 |
| 367 | 92 |
| 368 | 88 |
| 372 | 85 |
| 382 | 84 |
| 388 | 79 |
| 396 | 86 |
| 398 | 76 |
| 403 | 91 |
| 407 | 80 |
| 410 | 88 |
| 412 | 80 |
| 414 | 93 |
| 436 | 34 |
| 440 | 108 |
| 476 | 92 |
| 479 | 85 |
| 481 | 92 |
| 501 | 72 |
| 503 | 64 |
| 506 | 78 |
| 519 | 73 |
| 522 | 82 |
| 550 | 74 |
| 554 | 74 |
| 566 | 69 |
| 578 | 78 |
| 596 | 90 |
| 599 | 76 |
| 605 | 56 |
| 607 | 79 |
| 614 | 91 |
| 644 | 83 |
| 692 | 87 |
| 699 | 84 |
| 700 | 84 |
| 716 | 111 |
| 721 | 59 |
| 722 | 67 |
| 729 | 80 |
| 731 | 93 |
| 746 | 91 |
| 763 | 72 |
| 774 | 81 |
| 776 | 93 |
| 788 | 69 |
| 789 | 78 |
| 792 | 89 |
| 811 | 82 |
| 835 | 69 |
| 837 | 72 |
| 861 | 80 |
| 862 | 84 |
| 863 | 93 |
| 871 | 71 |
| 879 | 88 |
| 887 | 79 |
| 892 | 85 |
| 904 | 86 |
| 909 | 97 |
| 925 | 91 |
| 940 | 73 |
| 951 | 169 |
| 976 | 64 |
| 981 | 78 |
| 983 | 82 |
| 984 | 79 |
| 989 | 96 |
| 995 | 101 |
| 1000 | 89 |
| 1001 | 91 |
| 1007 | 78 |
| 1016 | 72 |
| 1027 | 82 |
| 1033 | 87 |
| 1070 | 74 |
| 1081 | 71 |
| 1084 | 28 |
| 1098 | 72 |
| 1150 | 89 |
| 1160 | 23 |
| 1169 | 91 |
| 1172 | 90 |
| 1174 | 96 |
| 1176 | 91 |
| 1178 | 78 |
| 1184 | 76 |
| 1193 | 85 |
| 1196 | 82 |
| 1199 | 67 |
| 1207 | 61 |
| 1218 | 96 |
| 1223 | 61 |
| 1226 | 63 |
| 1227 | 62 |
| 1229 | 69 |
| 1241 | 83 |
| 1244 | 86 |
| 1246 | 75 |
| 1248 | 91 |
| 1249 | 88 |
| 1253 | 81 |
| 1261 | 81 |
| 1305 | 74 |
| 1314 | 82 |
| 1323 | 91 |
| 1328 | 49 |
| 1353 | 77 |
| 1363 | 74 |
| 1371 | 93 |
| 1372 | 81 |
| 1389 | 51 |
| 1393 | 72 |
| 1421 | 93 |
| 1431 | 68 |
| 1437 | 75 |
| 1442 | 73 |
| 1450 | 75 |
| 1463 | 81 |
| 1464 | 78 |
| 1470 | 83 |
| 1471 | 82 |
| 1484 | 79 |
| 1495 | 678 |
| 1507 | 60 |
| 1514 | 78 |
| 1526 | 68 |
| 1549 | 91 |
| 1552 | 49 |
| 1556 | 82 |
| 1564 | 66 |
| 1585 | 108 |
| 1586 | 115 |
| 1590 | 99 |
| 1591 | 109 |
| 1592 | 103 |
| 1603 | 99 |
| 1612 | 87 |
| 1634 | 86 |
| 1645 | 71 |
| 1647 | 78 |
| 1673 | 91 |
| 1674 | 93 |
| 1687 | 81 |
| 1688 | 94 |
| 1700 | 78 |
| 1708 | 78 |
| 1713 | 83 |
| 1717 | 68 |
| 1721 | 74 |
| 1730 | 81 |
| 1737 | 99 |
| 1748 | 90 |
| 1749 | 87 |
| 1763 | 86 |
| 1768 | 224 |
| 1778 | 80 |
| 1780 | 66 |
| 1782 | 6 |
| 1784 | 39 |
| 1794 | 101 |
| 1803 | 58 |
| 1804 | 80 |
| 1819 | 67 |
| 1832 | 70 |
| 1833 | 67 |
| 1844 | 60 |
| 1847 | 72 |
| 1854 | 94 |
| 1855 | 84 |
| 1857 | 85 |
| 1864 | 72 |
| 1865 | 79 |
| 1869 | 76 |
| 1880 | 91 |
| 1881 | 81 |
| 1882 | 89 |
| 1894 | 75 |
| 1896 | 76 |
| 1916 | 70 |
| 1918 | 55 |
| 1921 | 109 |
| 1926 | 88 |
| 1938 | 88 |
| 1979 | 62 |
| 1982 | 69 |
| 1987 | 82 |
| 1997 | 78 |
| 2004 | 96 |
| 2011 | 75 |
| 2015 | 82 |
| 2022 | 72 |
| 2025 | 68 |
| 2027 | 77 |
| 2031 | 69 |
| 2036 | 128 |
| 2066 | 80 |
| 2073 | 78 |
| 2087 | 78 |
| 2092 | 84 |
| 2125 | 42 |
| 2148 | 77 |
| 2162 | 97 |
| 2191 | 85 |
| 2203 | 88 |
| 2218 | 80 |
| 2221 | 76 |
| 2225 | 76 |
| 2232 | 81 |
| 2267 | 85 |
| 2291 | 71 |
| 2299 | 88 |
| 2317 | 90 |
| 2318 | 82 |
| 2353 | 79 |
| 2403 | 59 |
| 2411 | 83 |
| 2415 | 76 |
| 2424 | 83 |
| 2441 | 73 |
| 2464 | 84 |
| 2465 | 78 |
| 2472 | 41 |
| 2481 | 86 |
| 2487 | 40 |
| 2500 | 69 |
| 2501 | 81 |
| 2520 | 83 |
| 2521 | 86 |
| 2525 | 69 |
write.csv(lm_predicted_df, file = 'model2.csv', row.names = F)