BIOS 620 HW 1

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Source code and data for this assignment

Note: The code used to create this document is here.

In this homework we will use the NHEFS dataset introduced in week 4. Take a look at the codebook linked to from https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/.

Download the dataset and import it into R. Try using the File - Import Dataset - From text (readr) menu option to do this import yourself.

Here is code to directly import the NHEFS dataset from the web. Note use of the knitr code chunk option cache=TRUE to cache the results locally and avoid downloading from the web each time you run your program.

#library(readr)
library(dplyr)
library(tidyverse)
library(table1)
library(dagitty)
library(boot)

Question 1: customizing read_csv

Using help from the Import Dataset tool demonstrated above, change the above read_csv command to import any factor (categorical) variables in the first 15 columns as factors instead of double (numeric). You don’t need to recode their numeric values yet

nhefs <- read_csv("nhefs.csv", 
    col_types = cols(
      qsmk = col_factor(levels = c("0", 
        "1")), 
      death = col_factor(levels = c("0", 
        "1")), 
      sex = col_factor(levels = c("0", 
        "1")), 
      race = col_factor(levels = c("0", 
        "1")), 
      income = col_factor(levels = c("11", 
        "12", "13", "14", "15", "16", "17", 
        "18", "19", "20", "21", "22")), 
      marital = col_factor(levels = c("1", 
        "2", "3", "4", "5", "6")), 
      education = col_factor(levels = c("1", 
        "2", "3", "4", "5")), 
      asthma = col_factor(levels = c("0", 
        "1")), 
      bronch = col_factor(levels = c("0", 
        "1")), 
      tb = col_factor(levels = c("0", 
        "1")), 
      hf = col_factor(levels = c("0", 
        "1")), 
      hbp = col_factor(levels = c("0", 
        "1")), 
      pepticulcer = col_factor(levels = c("0", 
        "1")), 
      colitis = col_factor(levels = c("0", 
        "1")), 
      active = col_factor(levels = c("0", "1", "2")),
      exercise = col_factor(levels = c("0", "1", "2")),
      hepatitis = col_factor(levels = c("0", "1"))))

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

View(nhefs)

Question 2: recoding

You will use the following variables. For those that are factors, use the dplyr case_match function to recode them to informative factor levels. For yes/no factors use “no” as the reference category, and for other factors use whichever is the most common group as the reference category.

• active
• age
• education
• exercise
• race
• sex
• smokeintensity
• smkyrs
• wt82_71

summary(factor(nhefs$active))

##   0   1   2 
## 729 738 162

summary(factor(nhefs$education))

##   1   2   3   4   5 
## 311 351 659 126 182

summary(factor(nhefs$exercise))

##   0   1   2 
## 317 677 635

summary(nhefs$wt82_71)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max.    NA's 
## -41.280  -1.478   2.604   2.638   6.690  48.538      63

summary(nhefs$qsmk)

##    0    1 
## 1201  428

nhefs1 <- nhefs%>%
  select(
    qsmk, active, age, education, exercise, race, sex, smokeintensity, smokeyrs, wt82_71)%>%
  mutate(
    qsmk = case_match(qsmk, "0" ~ "No",
                      "1" ~ "Yes",
                      .ptype = factor(c("No", "Yes"))),
    active = case_match(active, "0" ~ "very active", 
                        "1" ~ "moderately active", 
                        "2" ~ "inactive", 
                        .ptype = factor(c("moderately active", "very active", "inactive"))),
    education = case_match(education, "1" ~ "8th grade or less",
                           "2" ~ "HS dropout",
                           "3" ~ "HS",
                           "4" ~ "College dropout",
                           "5" ~ "College or more",
                           .ptype = factor(c("HS", "HS dropout", "8th grade or less", "College or more", "College dropout"))),
    exercise = case_match(exercise, "0" ~ "much exercise", 
                          "1" ~ "moderate exercise", 
                          "2" ~ "little or no exercise", 
                          .ptype = factor(c("moderate exercise", "little or no exercise", "much exercise"))),
    race = case_match(race, "0" ~ "White", 
                      "1" ~ "Black or other in 1971", 
                      .ptype = factor(c("White", "Black or other in 1971"))),
    sex = case_match(sex, "0" ~ "Male", 
                     "1" ~ "Female", 
                     .ptype = factor(c("Male", "Female")))
    )%>%
  drop_na(wt82_71)
View(nhefs1)

Question 3: Table 1

Use the table1 package (or an alternative of your choice) to make a “Table 1” summarizing the above variables. Use the table1::label command to create informative labels for these variables in your table.

table1(~qsmk + active + age + education + exercise + race + sex + smokeintensity + smokeyrs | wt82_71, data = nhefs1)

## Warning in table1.formula(~qsmk + active + age + education + exercise + : Terms
## to the right of '|' in formula 'x' define table columns and are expected to be
## factors with meaningful labels.

## Warning in .table1.internal(x = x, labels = labels, groupspan = groupspan, :
## Table has 1511 columns. Are you sure this is what you want?

	-41.28046982 (N=1)	-30.50192161 (N=1)	-30.05007421 (N=1)	-29.02579305 (N=1)	-25.97055814 (N=1)	-24.26900392 (N=1)	-23.47764045 (N=1)	-22.33824092 (N=1)	-22.23046982 (N=1)	-21.4329919 (N=1)	-21.0952208 (N=1)	-21.09221479 (N=1)	-20.75173086 (N=1)	-20.0752208 (N=1)	-19.73462033 (N=1)	-18.94095375 (N=1)	-17.80774288 (N=1)	-17.80104207 (N=1)	-16.78095375 (N=1)	-16.77881317 (N=1)	-16.67376901 (N=1)	-16.66715652 (N=1)	-15.3089156 (N=1)	-15.19230311 (N=1)	-15.19220068 (N=1)	-15.08511837 (N=1)	-14.85570473 (N=1)	-14.5192971 (N=1)	-14.51532323 (N=1)	-14.51503005 (N=1)	-14.51046982 (N=1)	-14.39881317 (N=1)	-14.29143768 (N=1)	-14.28988346 (N=1)	-14.28736138 (N=1)	-14.28444369 (N=1)	-14.05765456 (N=1)	-13.95250797 (N=1)	-13.94473687 (N=1)	-13.83561641 (N=1)	-13.60988346 (N=1)	-13.4911445 (N=1)	-13.49074889 (N=1)	-13.38133525 (N=2)	-13.37988346 (N=1)	-12.58580716 (N=1)	-12.46998589 (N=1)	-12.35725895 (N=1)	-12.25154011 (N=1)	-12.24385733 (N=1)	-12.24308022 (N=1)	-12.0196786 (N=1)	-11.34066057 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(N=1)	0.11196394 (N=1)	0.11274105 (N=1)	0.1129318 (N=1)	0.11322498 (N=1)	0.11623099 (N=1)	0.11652417 (N=1)	0.1166266 (N=1)	0.11671492 (N=1)	0.11711053 (N=1)	0.11778521 (N=1)	0.22235955 (N=1)	0.22341573 (N=1)	0.22507238 (N=2)	0.2270081 (N=2)	0.22730128 (N=1)	0.2288555 (N=1)	0.23040972 (N=1)	0.23060047 (N=1)	0.2307029 (N=1)	0.23089365 (N=1)	0.23099608 (N=1)	0.23148001 (N=1)	0.23177319 (N=1)	0.33584949 (N=1)	0.33593781 (N=1)	0.33612856 (N=1)	0.33759446 (N=1)	0.338474 (N=1)	0.3388555 (N=1)	0.33906036 (N=1)	0.34040972 (N=1)	0.34099608 (N=1)	0.3421688 (N=1)	0.34225712 (N=1)	0.4488555 (N=1)	0.44904625 (N=1)	0.44944186 (N=1)	0.45011654 (N=1)	0.4507029 (N=1)	0.45187562 (N=1)	0.45225712 (N=1)	0.45234544 (N=1)	0.45284348 (N=1)	0.45360648 (N=1)	0.45370891 (N=1)	0.45467677 (N=1)	0.45526313 (N=1)	0.4570081 (N=1)	0.45778521 (N=1)	0.56215469 (N=1)	0.56234544 (N=1)	0.5625503 (N=1)	0.56419284 (N=1)	0.56448602 (N=1)	0.56469088 (N=1)	0.5647792 (N=1)	0.56681735 (N=1)	0.568474 (N=1)	0.56856232 (N=1)	0.56857643 (N=1)	0.56933943 (N=1)	0.57089365 (N=1)	0.57196394 (N=1)	0.68118683 (N=1)	0.68196394 (N=1)	0.68263862 (N=1)	0.78982336 (N=1)	0.79148001 (N=1)	0.79274105 (N=1)	0.79381134 (N=1)	0.79488163 (N=1)	0.7970081 (N=1)	0.79807839 (N=2)	0.79818082 (N=1)	0.9025503 (N=1)	0.90263862 (N=1)	0.90526313 (N=1)	0.90604024 (N=1)	0.90866475 (N=1)	0.9088555 (N=2)	0.90914868 (N=2)	0.91011654 (N=1)	0.9107029 (N=2)	0.91089365 (N=1)	1.01633342 (N=1)	1.01681735 (N=1)	1.0170081 (N=1)	1.01866475 (N=1)	1.0207029 (N=2)	1.02274105 (N=1)	1.02282937 (N=1)	1.02381134 (N=1)	1.0247792 (N=1)	1.12982336 (N=1)	1.13030729 (N=1)	1.13040972 (N=1)	1.13099608 (N=1)	1.13118683 (N=2)	1.13284348 (N=1)	1.13381134 (N=1)	1.13389966 (N=1)	1.1351607 (N=1)	1.13623099 (N=1)	1.13652417 (N=1)	1.13681735 (N=1)	1.13797596 (N=1)	1.13856232 (N=1)	1.24312255 (N=1)	1.24341573 (N=1)	1.24381134 (N=1)	1.24429527 (N=1)	1.24458845 (N=1)	1.24623099 (N=1)	1.24633342 (N=1)	1.24671492 (N=1)	1.24982336 (N=1)	1.2507029 (N=1)	1.25148001 (N=1)	1.25215469 (N=1)	1.35671492 (N=1)	1.35672903 (N=1)	1.35681735 (N=1)	1.3570081 (N=1)	1.35730128 (N=1)	1.35797596 (N=1)	1.35866475 (N=1)	1.3588555 (N=1)	1.35895793 (N=1)	1.35904625 (N=1)	1.35914868 (N=1)	1.35992579 (N=1)	1.36011654 (N=1)	1.36215469 (N=1)	1.36234544 (N=1)	1.36282937 (N=1)	1.3629318 (N=2)	1.36332741 (N=1)	1.36467677 (N=1)	1.3651607 (N=1)	1.47089365 (N=1)	1.47604024 (N=1)	1.47719885 (N=1)	1.47826914 (N=1)	1.47895793 (N=1)	1.58263862 (N=1)	1.58448602 (N=1)	1.58545388 (N=1)	1.58691978 (N=1)	1.58711053 (N=1)	1.588474 (N=1)	1.58875307 (N=1)	1.58904625 (N=1)	1.59079122 (N=1)	1.59167076 (N=1)	1.59186151 (N=1)	1.59244787 (N=1)	1.69797596 (N=1)	1.69818082 (N=1)	1.69856232 (N=1)	1.69982336 (N=1)	1.70186151 (N=1)	1.70215469 (N=1)	1.70225712 (N=1)	1.7043977 (N=1)	1.70507238 (N=1)	1.70545388 (N=1)	1.70555631 (N=1)	1.80973504 (N=1)	1.81099608 (N=1)	1.81158244 (N=1)	1.81186151 (N=1)	1.81215469 (N=1)	1.81381134 (N=1)	1.81429527 (N=1)	1.81488163 (N=1)	1.81652417 (N=1)	1.81653828 (N=1)	1.81681735 (N=1)	1.8170081 (N=1)	1.81818082 (N=1)	1.81914868 (N=1)	1.92410452 (N=1)	1.92496995 (N=1)	1.92545388 (N=1)	1.92963261 (N=1)	1.92973504 (N=1)	1.93011654 (N=1)	1.93051215 (N=1)	1.93196394 (N=1)	1.93215469 (N=1)	1.93244787 (N=1)	2.0366266 (N=1)	2.03671492 (N=1)	2.03740371 (N=1)	2.03768278 (N=1)	2.03828325 (N=1)	2.03875307 (N=1)	2.03925111 (N=1)	2.03944186 (N=1)	2.04040972 (N=1)	2.04167076 (N=1)	2.04196394 (N=1)	2.04197805 (N=1)	2.04275516 (N=1)	2.04448602 (N=1)	2.04458845 (N=1)	2.04574706 (N=1)	2.04604024 (N=1)	2.1510844 (N=1)	2.15137758 (N=1)	2.15312255 (N=1)	2.1547792 (N=1)	2.15633342 (N=1)	2.15788764 (N=1)	2.15807839 (N=1)	2.15904625 (N=1)	2.26303423 (N=1)	2.2647792 (N=1)	2.26507238 (N=1)	2.2651607 (N=1)	2.2666266 (N=1)	2.26740371 (N=1)	2.26778521 (N=1)	2.26826914 (N=1)	2.27137758 (N=1)	2.27263862 (N=1)	2.27274105 (N=1)	2.2729318 (N=1)	2.3770081 (N=1)	2.38002822 (N=1)	2.3810844 (N=1)	2.38158244 (N=1)	2.38215469 (N=1)	2.38274105 (N=1)	2.3829318 (N=1)	2.38303423 (N=1)	2.38448602 (N=2)	2.3847792 (N=1)	2.38545388 (N=1)	2.38574706 (N=1)	2.48982336 (N=1)	2.49137758 (N=1)	2.49177319 (N=1)	2.49381134 (N=1)	2.49389966 (N=1)	2.49438359 (N=1)	2.49517481 (N=1)	2.49536556 (N=1)	2.49593781 (N=1)	2.4962451 (N=1)	2.4966266 (N=1)	2.498474 (N=1)	2.49944186 (N=1)	2.60332741 (N=1)	2.60429527 (N=1)	2.6043977 (N=1)	2.60496995 (N=1)	2.6066266 (N=1)	2.6070081 (N=1)	2.60788764 (N=1)	2.60906036 (N=1)	2.61089365 (N=1)	2.61137758 (N=1)	2.6129318 (N=1)	2.61312255 (N=1)	2.71719885 (N=1)	2.71837157 (N=1)	2.71856232 (N=1)	2.7188555 (N=1)	2.72011654 (N=1)	2.72263862 (N=1)	2.72274105 (N=1)	2.72332741 (N=1)	2.72507238 (N=1)	2.72652417 (N=1)	2.83011654 (N=1)	2.83089365 (N=1)	2.83099608 (N=1)	2.83137758 (N=1)	2.83187562 (N=1)	2.83215469 (N=1)	2.83225712 (N=1)	2.83274105 (N=1)	2.83284348 (N=1)	2.83410452 (N=2)	2.83545388 (N=1)	2.83565874 (N=1)	2.83614267 (N=1)	2.83623099 (N=2)	2.83925111 (N=1)	2.83944186 (N=1)	2.94410452 (N=1)	2.94574706 (N=1)	2.94584949 (N=1)	2.9470081 (N=2)	2.95001411 (N=1)	2.95040972 (N=1)	2.95051215 (N=1)	2.95060047 (N=1)	2.95244787 (N=1)	2.95282937 (N=1)	3.05711053 (N=3)	3.05778521 (N=1)	3.05807839 (N=1)	3.05826914 (N=1)	3.06040972 (N=1)	3.0607029 (N=1)	3.06137758 (N=2)	3.06167076 (N=1)	3.06186151 (N=1)	3.06274105 (N=1)	3.06448602 (N=1)	3.06496995 (N=1)	3.06584949 (N=1)	3.06623099 (N=1)	3.17030729 (N=1)	3.17274105 (N=1)	3.17496995 (N=1)	3.17565874 (N=1)	3.17681735 (N=1)	3.1770081 (N=1)	3.17886961 (N=1)	3.28370891 (N=1)	3.2843977 (N=1)	3.28574706 (N=1)	3.28652417 (N=1)	3.28904625 (N=1)	3.28914868 (N=1)	3.28953018 (N=1)	3.29060047 (N=1)	3.2907029 (N=1)	3.29137758 (N=1)	3.29186151 (N=1)	3.2929318 (N=1)	3.39788764 (N=1)	3.3988555 (N=1)	3.40040972 (N=1)	3.40128926 (N=1)	3.40187562 (N=1)	3.40274105 (N=1)	3.4029318 (N=1)	3.40351816 (N=1)	3.40467677 (N=1)	3.40593781 (N=1)	3.40604024 (N=1)	3.40691978 (N=1)	3.51089365 (N=1)	3.51274105 (N=2)	3.51419284 (N=1)	3.51429527 (N=1)	3.51496995 (N=2)	3.51818082 (N=1)	3.51837157 (N=1)	3.51866475 (N=1)	3.62389966 (N=1)	3.62496995 (N=1)	3.62643585 (N=1)	3.62749203 (N=1)	3.628474 (N=1)	3.62875307 (N=1)	3.62973504 (N=1)	3.63322498 (N=1)	3.73807839 (N=1)	3.73982336 (N=1)	3.74011654 (N=1)	3.7410844 (N=1)	3.74118683 (N=1)	3.74137758 (N=1)	3.74225712 (N=1)	3.74244787 (N=1)	3.74341573 (N=1)	3.74410452 (N=1)	3.74496995 (N=1)	3.74545388 (N=2)	3.8507029 (N=1)	3.85158244 (N=1)	3.85244787 (N=1)	3.8529318 (N=1)	3.85341573 (N=1)	3.85351816 (N=1)	3.85381134 (N=1)	3.85448602 (N=1)	3.8547792 (N=1)	3.85574706 (N=1)	3.85633342 (N=1)	3.8566266 (N=1)	3.8588555 (N=1)	3.85953018 (N=1)	3.85963261 (N=1)	3.9647792 (N=1)	3.9688555 (N=1)	3.96933943 (N=1)	3.96954429 (N=1)	3.97011654 (N=1)	3.97021897 (N=1)	3.9707029 (N=1)	3.97158244 (N=1)	3.97196394 (N=1)	3.97313666 (N=1)	4.07818082 (N=1)	4.07904625 (N=1)	4.08060047 (N=1)	4.0807029 (N=1)	4.08089365 (N=2)	4.08322498 (N=1)	4.08536556 (N=1)	4.08593781 (N=1)	4.08623099 (N=1)	4.19137758 (N=1)	4.19167076 (N=1)	4.19448602 (N=1)	4.19526313 (N=1)	4.19944186 (N=1)	4.20051215 (N=1)	4.30458845 (N=1)	4.30488163 (N=1)	4.30507238 (N=1)	4.3070081 (N=1)	4.31011654 (N=1)	4.31118683 (N=1)	4.31196394 (N=1)	4.31225712 (N=1)	4.3129318 (N=1)	4.31381134 (N=1)	4.31389966 (N=1)	4.4188555 (N=1)	4.41895793 (N=1)	4.41906036 (N=1)	4.41992579 (N=1)	4.42060047 (N=1)	4.42196394 (N=1)	4.42215469 (N=1)	4.42312255 (N=1)	4.42351816 (N=1)	4.42448602 (N=1)	4.4251607 (N=1)	4.42574706 (N=1)	4.5329318 (N=2)	4.53545388 (N=1)	4.5366266 (N=1)	4.53759446 (N=1)	4.53828325 (N=1)	4.53973504 (N=1)	4.53982336 (N=2)	4.54051215 (N=1)	4.54089365 (N=1)	4.64467677 (N=1)	4.64536556 (N=1)	4.64604024 (N=1)	4.64681735 (N=1)	4.64691978 (N=1)	4.64856232 (N=1)	4.6488555 (N=1)	4.65002822 (N=1)	4.65040972 (N=2)	4.65244787 (N=1)	4.6525503 (N=1)	4.65322498 (N=1)	4.65360648 (N=1)	4.65370891 (N=1)	4.65400209 (N=1)	4.75866475 (N=1)	4.75944186 (N=1)	4.76089365 (N=1)	4.76139169 (N=1)	4.76156833 (N=1)	4.76206637 (N=1)	4.7621688 (N=1)	4.7625503 (N=1)	4.76263862 (N=1)	4.76429527 (N=1)	4.76574706 (N=1)	4.76652417 (N=1)	4.76671492 (N=1)	4.87322498 (N=1)	4.87448602 (N=1)	4.8747792 (N=1)	4.87866475 (N=1)	4.88011654 (N=1)	4.98526313 (N=1)	4.98536556 (N=1)	4.98925111 (N=1)	4.98953018 (N=2)	4.98982336 (N=1)	4.99011654 (N=1)	4.9907029 (N=1)	4.99089365 (N=1)	4.99128926 (N=1)	4.9925503 (N=1)	4.99322498 (N=1)	4.99410452 (N=1)	4.99438359 (N=1)	5.0988555 (N=2)	5.10167076 (N=1)	5.10196394 (N=2)	5.10332741 (N=1)	5.10545388 (N=1)	5.21244787 (N=1)	5.2125503 (N=1)	5.21274105 (N=1)	5.21467677 (N=1)	5.21574706 (N=2)	5.21643585 (N=1)	5.21671492 (N=1)	5.21691978 (N=1)	5.21749203 (N=1)	5.21837157 (N=1)	5.21914868 (N=1)	5.21982336 (N=1)	5.31954429 (N=1)	5.32545388 (N=1)	5.3266266 (N=1)	5.32769689 (N=1)	5.32856232 (N=1)	5.32914868 (N=1)	5.32953018 (N=1)	5.32963261 (N=1)	5.33089365 (N=1)	5.33148001 (N=1)	5.33351816 (N=1)	5.33400209 (N=1)	5.44137758 (N=1)	5.44158244 (N=1)	5.44186151 (N=1)	5.44332741 (N=1)	5.44448602 (N=1)	5.44458845 (N=1)	5.44507238 (N=1)	5.44555631 (N=2)	5.44681735 (N=1)	5.4470081 (N=1)	5.44807839 (N=1)	5.55177319 (N=1)	5.55526313 (N=1)	5.55719885 (N=1)	5.55759446 (N=1)	5.55914868 (N=1)	5.55944186 (N=1)	5.55973504 (N=1)	5.66778521 (N=1)	5.66895793 (N=1)	5.66982336 (N=1)	5.6725503 (N=1)	5.67274105 (N=1)	5.67381134 (N=1)	5.67448602 (N=1)	5.77866475 (N=1)	5.78030729 (N=1)	5.78099608 (N=1)	5.7810844 (N=1)	5.78332741 (N=1)	5.78351816 (N=1)	5.7847792 (N=1)	5.78759446 (N=1)	5.8947792 (N=1)	5.8970081 (N=1)	5.89730128 (N=1)	5.89788764 (N=1)	5.89866475 (N=1)	5.90089365 (N=1)	5.90137758 (N=1)	6.00557042 (N=1)	6.0088555 (N=1)	6.00904625 (N=1)	6.01011654 (N=1)	6.01206637 (N=1)	6.01215469 (N=1)	6.0129318 (N=1)	6.01467677 (N=1)	6.11856232 (N=1)	6.11914868 (N=1)	6.11925111 (N=1)	6.12021897 (N=1)	6.12040972 (N=1)	6.12089365 (N=1)	6.12137758 (N=1)	6.12410452 (N=1)	6.1243977 (N=1)	6.12507238 (N=1)	6.1266266 (N=1)	6.12671492 (N=1)	6.23215469 (N=2)	6.23235955 (N=1)	6.23244787 (N=1)	6.2329318 (N=1)	6.23294591 (N=1)	6.23322498 (N=1)	6.23545388 (N=1)	6.23652417 (N=1)	6.23837157 (N=1)	6.23914868 (N=1)	6.24011654 (N=1)	6.2403214 (N=1)	6.2407029 (N=1)	6.24137758 (N=1)	6.34555631 (N=1)	6.34807839 (N=2)	6.3488555 (N=1)	6.35040972 (N=1)	6.3510844 (N=1)	6.35167076 (N=1)	6.35196394 (N=1)	6.35332741 (N=1)	6.35458845 (N=1)	6.45876718 (N=1)	6.46051215 (N=1)	6.46099608 (N=1)	6.46225712 (N=1)	6.46263862 (N=1)	6.46313666 (N=1)	6.46448602 (N=1)	6.46545388 (N=1)	6.46574706 (N=1)	6.46778521 (N=1)	6.46826914 (N=1)	6.57244787 (N=1)	6.5743977 (N=1)	6.57507238 (N=1)	6.57730128 (N=1)	6.57828325 (N=1)	6.578474 (N=1)	6.57866475 (N=1)	6.58089365 (N=1)	6.6866266 (N=1)	6.6888555 (N=1)	6.68982336 (N=1)	6.69419284 (N=1)	6.69517481 (N=1)	6.79982336 (N=1)	6.80060047 (N=1)	6.80099608 (N=1)	6.80274105 (N=1)	6.80507238 (N=2)	6.8066266 (N=1)	6.80691978 (N=1)	6.80740371 (N=1)	6.80788764 (N=1)	6.9125503 (N=1)	6.9140162 (N=1)	6.91419284 (N=1)	6.91750614 (N=1)	6.91828325 (N=1)	6.92051215 (N=1)	7.02604024 (N=1)	7.02691978 (N=1)	7.02828325 (N=1)	7.02982336 (N=1)	7.03051215 (N=1)	7.03234544 (N=1)	7.03284348 (N=1)	7.0329318 (N=1)	7.03381134 (N=1)	7.03448602 (N=1)	7.03496995 (N=1)	7.13933943 (N=1)	7.13963261 (N=1)	7.1407029 (N=1)	7.1425503 (N=1)	7.14351816 (N=1)	7.14643585 (N=1)	7.14818082 (N=1)	7.2525503 (N=1)	7.25496995 (N=1)	7.25584949 (N=1)	7.25633342 (N=2)	7.25681735 (N=1)	7.25759446 (N=1)	7.258474 (N=1)	7.2625503 (N=1)	7.36643585 (N=1)	7.36681735 (N=1)	7.36759446 (N=1)	7.36778521 (N=1)	7.36856232 (N=1)	7.36876718 (N=1)	7.37381134 (N=1)	7.37458845 (N=1)	7.3747792 (N=1)	7.37574706 (N=1)	7.48089365 (N=1)	7.48128926 (N=1)	7.48206637 (N=1)	7.48225712 (N=1)	7.48274105 (N=1)	7.4847792 (N=1)	7.48574706 (N=1)	7.48837157 (N=1)	7.48856232 (N=1)	7.5947792 (N=1)	7.59496995 (N=1)	7.5951607 (N=2)	7.59633342 (N=2)	7.59681735 (N=1)	7.59788764 (N=1)	7.60099608 (N=1)	7.60225712 (N=1)	7.70672903 (N=1)	7.70681735 (N=1)	7.70895793 (N=1)	7.71274105 (N=1)	7.71353227 (N=1)	7.71458845 (N=1)	7.8210844 (N=1)	7.82177319 (N=1)	7.82244787 (N=1)	7.82740371 (N=1)	7.82857643 (N=1)	7.82914868 (N=1)	7.93681735 (N=1)	7.93904625 (N=1)	8.04740371 (N=1)	8.04769689 (N=1)	8.04778521 (N=1)	8.05167076 (N=1)	8.0525503 (N=1)	8.05274105 (N=1)	8.05332741 (N=1)	8.05370891 (N=1)	8.0547792 (N=1)	8.16061458 (N=1)	8.16128926 (N=1)	8.16389966 (N=1)	8.16448602 (N=1)	8.16604024 (N=1)	8.16797596 (N=1)	8.2747792 (N=1)	8.27681735 (N=1)	8.27914868 (N=1)	8.27954429 (N=1)	8.28002822 (N=1)	8.28011654 (N=1)	8.28040972 (N=1)	8.2807029 (N=1)	8.38691978 (N=1)	8.39023308 (N=1)	8.39244787 (N=1)	8.39274105 (N=1)	8.39526313 (N=1)	8.39633342 (N=1)	8.50002822 (N=1)	8.50011654 (N=1)	8.50244787 (N=1)	8.50681735 (N=1)	8.50866475 (N=1)	8.50914868 (N=1)	8.50944186 (N=1)	8.61866475 (N=1)	8.62089365 (N=1)	8.62137758 (N=1)	8.72730128 (N=1)	8.72826914 (N=1)	8.73235955 (N=1)	8.73284348 (N=1)	8.8403214 (N=1)	8.84244787 (N=1)	8.84322498 (N=1)	8.84933943 (N=1)	8.84973504 (N=1)	8.95448602 (N=1)	8.96099608 (N=1)	8.96215469 (N=1)	8.9629318 (N=2)	9.0670081 (N=1)	9.07051215 (N=1)	9.07177319 (N=1)	9.07419284 (N=1)	9.07633342 (N=1)	9.18322498 (N=1)	9.18448602 (N=1)	9.18517481 (N=1)	9.29536556 (N=2)	9.29604024 (N=1)	9.2966266 (N=1)	9.29759446 (N=1)	9.30206637 (N=1)	9.40818082 (N=1)	9.41196394 (N=1)	9.41429527 (N=1)	9.41448602 (N=1)	9.41517481 (N=1)	9.52235955 (N=1)	9.5225503 (N=1)	9.52410452 (N=1)	9.63536556 (N=1)	9.63604024 (N=1)	9.64060047 (N=1)	9.64322498 (N=1)	9.64370891 (N=1)	9.75322498 (N=1)	9.75351816 (N=1)	9.8607029 (N=1)	9.86090776 (N=1)	9.86118683 (N=1)	9.86284348 (N=1)	9.86458845 (N=1)	9.8647792 (N=1)	9.868474 (N=1)	9.97496995 (N=1)	9.97818082 (N=1)	9.98040972 (N=1)	9.98206637 (N=1)	10.08778521 (N=1)	10.08799007 (N=1)	10.09167076 (N=1)	10.09381134 (N=1)	10.0966266 (N=1)	10.20137758 (N=1)	10.20244787 (N=1)	10.20274105 (N=1)	10.20652417 (N=1)	10.20963261 (N=1)	10.31458845 (N=1)	10.31526313 (N=1)	10.3166266 (N=1)	10.31895793 (N=1)	10.32021897 (N=1)	10.42983747 (N=1)	10.43274105 (N=1)	10.43303423 (N=1)	10.43429527 (N=1)	10.43574706 (N=1)	10.43604024 (N=1)	10.54225712 (N=1)	10.54244787 (N=1)	10.54807839 (N=1)	10.55011654 (N=1)	10.5507029 (N=1)	10.55080533 (N=1)	10.65555631 (N=1)	10.65574706 (N=1)	10.6566266 (N=1)	10.65740371 (N=1)	10.6607029 (N=1)	10.66128926 (N=1)	10.66235955 (N=1)	10.77177319 (N=1)	10.77400209 (N=1)	10.77614267 (N=1)	10.88488163 (N=1)	10.8866266 (N=1)	10.88778521 (N=1)	10.88826914 (N=1)	10.89021897 (N=1)	10.89089365 (N=1)	10.9947792 (N=1)	10.99496995 (N=1)	10.99605435 (N=1)	10.99866475 (N=1)	10.99886961 (N=1)	11.00323909 (N=1)	11.00351816 (N=1)	11.00381134 (N=1)	11.11381134 (N=1)	11.1166266 (N=1)	11.11672903 (N=1)	11.11681735 (N=1)	11.11711053 (N=1)	11.22410452 (N=1)	11.22837157 (N=1)	11.22866475 (N=1)	11.23118683 (N=1)	11.34051215 (N=1)	11.34177319 (N=1)	11.3447792 (N=1)	11.45584949 (N=1)	11.56275516 (N=1)	11.56925111 (N=1)	11.6803214 (N=1)	11.68313666 (N=1)	11.68496995 (N=1)	11.79177319 (N=1)	11.90779932 (N=1)	12.02148001 (N=1)	12.02274105 (N=1)	12.02322498 (N=1)	12.13604024 (N=1)	12.25177319 (N=1)	12.35906036 (N=1)	12.36158244 (N=1)	12.47458845 (N=1)	12.47507238 (N=1)	12.58274105 (N=1)	12.58557042 (N=1)	12.58604024 (N=1)	12.58973504 (N=1)	12.59109851 (N=1)	12.59120094 (N=1)	12.59167076 (N=1)	12.69876718 (N=1)	12.70099608 (N=1)	12.80982336 (N=1)	12.81225712 (N=1)	12.81614267 (N=1)	12.81711053 (N=1)	12.81740371 (N=1)	12.81769689 (N=1)	12.92507238 (N=1)	12.93109851 (N=1)	13.04225712 (N=1)	13.04458845 (N=1)	13.0447792 (N=2)	13.15429527 (N=1)	13.15458845 (N=1)	13.15496995 (N=1)	13.158474 (N=1)	13.26788764 (N=1)	13.27011654 (N=1)	13.3825503 (N=1)	13.4903214 (N=1)	13.49555631 (N=1)	13.49799007 (N=1)	13.60788764 (N=1)	13.61137758 (N=1)	13.72021897 (N=1)	13.7203214 (N=1)	13.72080533 (N=1)	13.83479331 (N=1)	13.94313666 (N=1)	13.94914868 (N=1)	14.06614267 (N=1)	14.17508649 (N=1)	14.17615678 (N=1)	14.17973504 (N=1)	14.2907029 (N=1)	14.29118683 (N=1)	14.40555631 (N=1)	14.51177319 (N=1)	14.51681735 (N=1)	14.63130337 (N=1)	14.73818082 (N=1)	14.73857643 (N=1)	14.73886961 (N=1)	14.74342984 (N=1)	14.74643585 (N=1)	14.85099608 (N=1)	14.85109851 (N=1)	14.8547792 (N=1)	14.85555631 (N=1)	14.85653828 (N=1)	14.85759446 (N=1)	14.96914868 (N=1)	15.0862451 (N=1)	15.19895793 (N=1)	15.31051215 (N=1)	15.53284348 (N=1)	15.65303423 (N=1)	15.76420695 (N=1)	15.76557042 (N=1)	15.87225712 (N=1)	15.98546799 (N=1)	16.10643585 (N=1)	16.55342984 (N=1)	16.66643585 (N=1)	16.67196394 (N=1)	16.67303423 (N=1)	16.78120094 (N=1)	16.898474 (N=1)	17.23196394 (N=1)	17.23769689 (N=1)	17.34507238 (N=1)	17.5762451 (N=1)	17.58051215 (N=1)	18.02731539 (N=1)	18.02914868 (N=1)	18.3666266 (N=1)	18.48507238 (N=1)	18.48643585 (N=1)	18.82730128 (N=1)	19.39130337 (N=1)	19.50691978 (N=1)	19.73215469 (N=1)	19.73322498 (N=1)	19.95391377 (N=1)	20.07294591 (N=1)	20.18011654 (N=1)	20.18225712 (N=1)	20.18818082 (N=1)	20.29458845 (N=1)	20.298474 (N=1)	20.52653828 (N=1)	20.97536556 (N=1)	20.98313666 (N=1)	21.20769689 (N=1)	21.43244787 (N=1)	21.77168487 (N=1)	22.22187562 (N=1)	22.33672903 (N=1)	22.45527724 (N=1)	22.9103214 (N=1)	22.91061458 (N=1)	23.01498406 (N=1)	23.02313666 (N=1)	23.02410452 (N=1)	23.13807839 (N=1)	24.38120094 (N=1)	25.06080533 (N=1)	25.178474 (N=1)	25.51353227 (N=1)	26.30517481 (N=1)	28.9125503 (N=1)	29.25206637 (N=1)	30.61945597 (N=1)	32.09284348 (N=1)	32.77460256 (N=1)	33.68206637 (N=1)	34.01779932 (N=1)	36.96925111 (N=1)	37.65051215 (N=1)	47.51130337 (N=1)	48.53838568 (N=1)	Overall (N=1566)
qsmk
No	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (50.0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 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(0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (50.0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	2 (66.7%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (50.0%)	1 (100%)	1 (100%)	1 (50.0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (50.0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (50.0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (50.0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (50.0%)	0 (0%)	2 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	2 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	2 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (50.0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (50.0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (50.0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (50.0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	702 (44.8%)
age
Mean (SD)	46.0 (NA)	60.0 (NA)	34.0 (NA)	53.0 (NA)	50.0 (NA)	38.0 (NA)	65.0 (NA)	61.0 (NA)	74.0 (NA)	62.0 (NA)	72.0 (NA)	53.0 (NA)	62.0 (NA)	26.0 (NA)	32.0 (NA)	71.0 (NA)	48.0 (NA)	50.0 (NA)	61.0 (NA)	50.0 (NA)	68.0 (NA)	46.0 (NA)	49.0 (NA)	53.0 (NA)	39.0 (NA)	45.0 (NA)	48.0 (NA)	45.0 (NA)	31.0 (NA)	58.0 (NA)	68.0 (NA)	53.0 (NA)	36.0 (NA)	68.0 (NA)	41.0 (NA)	52.0 (NA)	65.0 (NA)	69.0 (NA)	38.0 (NA)	46.0 (NA)	70.0 (NA)	25.0 (NA)	51.0 (NA)	65.5 (0.707)	72.0 (NA)	50.0 (NA)	52.0 (NA)	34.0 (NA)	66.0 (NA)	69.0 (NA)	57.0 (NA)	59.0 (NA)	46.0 (NA)	29.0 (NA)	35.0 (NA)	48.0 (NA)	69.0 (NA)	41.0 (NA)	38.0 (NA)	52.0 (NA)	52.0 (NA)	54.0 (NA)	48.0 (NA)	32.0 (NA)	70.0 (NA)	25.0 (NA)	61.0 (NA)	38.0 (NA)	59.0 (NA)	47.0 (NA)	42.0 (NA)	69.0 (NA)	46.0 (NA)	71.0 (NA)	29.0 (NA)	50.0 (NA)	69.0 (NA)	50.0 (NA)	50.0 (NA)	34.0 (NA)	48.0 (NA)	37.0 (NA)	48.0 (NA)	66.0 (NA)	60.0 (NA)	53.0 (NA)	57.0 (NA)	60.0 (NA)	29.0 (NA)	54.0 (NA)	44.0 (NA)	49.0 (NA)	29.0 (NA)	55.0 (NA)	26.0 (NA)	44.0 (NA)	29.0 (NA)	62.0 (NA)	47.0 (NA)	28.0 (NA)	55.0 (NA)	26.0 (NA)	53.0 (NA)	43.0 (NA)	36.0 (NA)	72.0 (NA)	28.0 (NA)	47.0 (NA)	53.0 (NA)	58.0 (NA)	70.0 (NA)	39.0 (NA)	39.0 (NA)	66.0 (NA)	61.0 (NA)	31.0 (NA)	28.0 (NA)	66.0 (NA)	55.0 (NA)	55.0 (NA)	55.0 (NA)	30.0 (NA)	33.0 (NA)	63.0 (NA)	27.0 (NA)	68.0 (NA)	46.0 (NA)	58.0 (NA)	54.0 (NA)	47.0 (NA)	51.0 (NA)	46.0 (NA)	47.0 (NA)	62.0 (NA)	52.5 (10.6)	36.0 (NA)	36.0 (NA)	42.0 (NA)	56.0 (NA)	63.0 (NA)	56.0 (NA)	57.0 (NA)	28.0 (NA)	30.0 (NA)	52.0 (NA)	33.0 (NA)	55.0 (NA)	34.0 (NA)	55.0 (NA)	43.0 (NA)	34.0 (NA)	25.0 (NA)	64.0 (NA)	50.0 (NA)	48.0 (NA)	62.0 (NA)	26.0 (NA)	56.0 (NA)	34.0 (NA)	37.0 (NA)	56.0 (NA)	52.0 (NA)	39.0 (NA)	62.0 (NA)	25.0 (NA)	70.0 (NA)	62.0 (NA)	49.0 (NA)	64.0 (NA)	58.0 (NA)	31.0 (NA)	31.0 (NA)	37.0 (NA)	57.0 (NA)	49.0 (NA)	40.0 (NA)	63.0 (NA)	26.0 (NA)	27.0 (NA)	42.0 (4.24)	27.0 (NA)	64.0 (NA)	46.0 (NA)	55.0 (NA)	57.0 (NA)	35.0 (NA)	35.0 (NA)	53.0 (NA)	64.0 (NA)	26.0 (NA)	27.0 (NA)	40.0 (NA)	60.0 (NA)	46.0 (NA)	28.0 (NA)	54.0 (NA)	35.0 (NA)	45.0 (NA)	69.0 (NA)	51.0 (NA)	34.0 (NA)	39.0 (NA)	55.0 (NA)	61.0 (NA)	44.0 (NA)	48.0 (NA)	41.0 (NA)	48.0 (NA)	68.0 (NA)	54.0 (NA)	57.0 (NA)	72.0 (NA)	68.0 (NA)	59.0 (NA)	27.0 (NA)	26.0 (NA)	51.0 (NA)	36.0 (NA)	67.0 (NA)	46.0 (NA)	45.0 (NA)	26.0 (NA)	42.0 (24.0)	61.0 (NA)	56.0 (NA)	55.0 (NA)	58.0 (NA)	72.0 (NA)	56.0 (NA)	65.0 (NA)	47.0 (NA)	44.0 (5.66)	26.0 (NA)	41.0 (NA)	28.0 (NA)	53.0 (NA)	70.0 (NA)	59.0 (NA)	58.0 (NA)	61.0 (NA)	32.0 (NA)	55.0 (NA)	46.0 (NA)	48.0 (NA)	60.0 (NA)	61.0 (NA)	55.0 (NA)	28.0 (NA)	33.0 (NA)	48.0 (NA)	39.0 (NA)	54.0 (NA)	33.0 (NA)	43.0 (NA)	54.0 (NA)	49.0 (NA)	54.0 (NA)	72.0 (NA)	62.0 (NA)	58.0 (NA)	44.0 (NA)	44.0 (NA)	46.0 (NA)	27.0 (NA)	49.0 (NA)	50.0 (NA)	45.0 (NA)	26.0 (NA)	40.0 (NA)	70.0 (NA)	29.0 (NA)	57.0 (NA)	55.0 (NA)	29.0 (1.41)	39.0 (NA)	49.0 (NA)	47.0 (NA)	34.0 (NA)	72.0 (NA)	44.0 (NA)	45.0 (NA)	60.0 (NA)	32.0 (NA)	26.0 (NA)	34.0 (NA)	37.0 (NA)	64.0 (NA)	52.0 (NA)	42.0 (NA)	50.0 (NA)	34.0 (NA)	30.0 (NA)	62.0 (NA)	51.0 (NA)	31.0 (NA)	64.0 (NA)	42.0 (NA)	58.0 (NA)	59.0 (NA)	54.0 (NA)	42.0 (NA)	51.0 (NA)	44.0 (NA)	57.0 (NA)	50.0 (NA)	52.0 (NA)	66.0 (NA)	67.0 (NA)	25.0 (NA)	37.0 (NA)	44.0 (NA)	45.5 (6.36)	57.0 (NA)	61.0 (NA)	56.0 (NA)	55.0 (NA)	57.0 (NA)	67.0 (NA)	32.0 (9.90)	29.0 (NA)	36.0 (NA)	48.0 (NA)	56.0 (NA)	27.0 (NA)	51.0 (NA)	38.0 (12.7)	45.0 (NA)	40.0 (NA)	41.0 (NA)	50.0 (NA)	35.0 (NA)	62.0 (NA)	27.0 (NA)	69.0 (NA)	74.0 (NA)	35.0 (NA)	53.0 (NA)	44.0 (NA)	47.0 (NA)	67.0 (NA)	39.0 (NA)	28.0 (NA)	59.0 (NA)	31.0 (NA)	49.0 (NA)	56.0 (NA)	38.0 (NA)	47.0 (21.2)	48.0 (NA)	56.0 (NA)	57.0 (NA)	39.0 (NA)	66.0 (NA)	29.0 (NA)	69.0 (NA)	53.0 (NA)	49.0 (NA)	54.0 (NA)	62.0 (NA)	34.0 (NA)	40.0 (NA)	42.0 (NA)	30.0 (NA)	62.0 (NA)	46.0 (NA)	25.0 (NA)	27.0 (NA)	50.0 (NA)	31.0 (NA)	33.0 (NA)	43.0 (NA)	61.0 (NA)	65.0 (NA)	60.0 (NA)	45.5 (17.7)	54.0 (NA)	59.5 (3.54)	28.0 (NA)	48.0 (NA)	26.0 (NA)	70.0 (NA)	56.0 (NA)	67.0 (NA)	53.0 (NA)	57.0 (NA)	43.0 (NA)	62.0 (NA)	45.0 (NA)	50.0 (NA)	46.0 (NA)	51.0 (NA)	51.0 (NA)	56.0 (NA)	65.0 (NA)	46.0 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(NA)	28.0 (NA)	53.0 (NA)	39.0 (NA)	40.0 (NA)	67.0 (NA)	25.0 (NA)	41.0 (NA)	42.0 (NA)	28.0 (NA)	42.0 (NA)	41.0 (NA)	56.5 (12.0)	54.0 (NA)	51.0 (NA)	40.0 (NA)	29.0 (NA)	34.0 (NA)	44.0 (NA)	62.0 (NA)	44.0 (NA)	28.0 (NA)	31.0 (NA)	34.0 (NA)	36.0 (NA)	49.0 (NA)	35.0 (NA)	56.0 (NA)	33.0 (NA)	28.0 (NA)	50.0 (NA)	65.0 (NA)	56.0 (NA)	49.0 (NA)	33.0 (NA)	46.0 (NA)	35.0 (NA)	38.0 (NA)	36.0 (NA)	67.0 (NA)	59.0 (NA)	33.0 (NA)	29.0 (NA)	53.0 (NA)	25.0 (NA)	47.0 (NA)	49.0 (NA)	35.0 (NA)	48.5 (2.12)	51.0 (NA)	47.0 (NA)	30.0 (NA)	40.0 (NA)	42.0 (NA)	45.0 (NA)	57.0 (NA)	35.0 (NA)	25.0 (NA)	26.0 (NA)	36.0 (NA)	31.0 (NA)	44.0 (NA)	37.0 (NA)	27.0 (NA)	41.0 (NA)	38.0 (NA)	32.0 (NA)	35.0 (NA)	46.0 (NA)	32.0 (NA)	50.0 (NA)	39.0 (NA)	26.0 (NA)	42.0 (NA)	58.0 (NA)	45.0 (NA)	33.0 (NA)	57.0 (NA)	54.0 (NA)	44.0 (NA)	60.0 (0)	40.0 (NA)	50.0 (NA)	37.0 (NA)	62.0 (NA)	41.0 (NA)	32.0 (NA)	59.0 (NA)	26.0 (NA)	47.0 (NA)	45.0 (NA)	65.0 (NA)	39.0 (NA)	46.0 (NA)	30.0 (NA)	29.0 (NA)	33.0 (NA)	39.0 (NA)	54.0 (NA)	38.0 (NA)	53.0 (NA)	39.0 (NA)	41.0 (NA)	34.0 (NA)	31.0 (NA)	36.0 (NA)	32.5 (6.36)	29.5 (4.95)	48.0 (NA)	28.0 (NA)	49.0 (NA)	50.0 (NA)	28.0 (NA)	45.0 (NA)	50.0 (NA)	43.0 (NA)	26.0 (NA)	49.0 (NA)	27.0 (NA)	46.0 (NA)	26.0 (NA)	52.0 (NA)	28.0 (NA)	54.0 (NA)	33.0 (NA)	29.0 (NA)	49.0 (NA)	46.0 (NA)	28.0 (NA)	37.0 (NA)	61.0 (NA)	25.0 (NA)	42.0 (NA)	36.0 (NA)	45.0 (NA)	55.0 (NA)	32.0 (NA)	39.0 (NA)	45.0 (NA)	51.0 (NA)	45.0 (NA)	48.0 (NA)	48.0 (NA)	27.0 (NA)	46.0 (NA)	35.0 (NA)	42.0 (NA)	38.0 (NA)	40.0 (NA)	33.0 (NA)	34.0 (NA)	30.0 (NA)	52.0 (NA)	44.0 (NA)	50.0 (NA)	47.0 (NA)	47.0 (NA)	67.0 (NA)	31.0 (NA)	26.0 (NA)	30.0 (NA)	47.0 (NA)	35.0 (NA)	31.0 (NA)	46.0 (NA)	52.0 (NA)	31.0 (NA)	43.0 (NA)	53.0 (NA)	32.0 (NA)	43.0 (NA)	40.0 (NA)	29.0 (NA)	33.0 (NA)	31.0 (NA)	29.0 (NA)	32.0 (NA)	39.5 (19.1)	56.0 (NA)	28.0 (NA)	32.0 (NA)	34.0 (NA)	43.0 (NA)	39.0 (NA)	55.0 (NA)	29.0 (NA)	43.5 (7.78)	56.0 (NA)	50.0 (NA)	54.0 (NA)	39.0 (NA)	58.0 (NA)	33.0 (NA)	46.0 (NA)	56.0 (NA)	45.0 (NA)	48.0 (NA)	48.0 (NA)	36.0 (NA)	56.0 (NA)	53.0 (NA)	34.0 (NA)	26.0 (NA)	29.0 (NA)	50.0 (NA)	58.0 (NA)	50.0 (NA)	31.0 (NA)	43.0 (NA)	32.0 (NA)	36.0 (NA)	51.0 (NA)	45.0 (NA)	39.0 (NA)	48.0 (NA)	56.0 (NA)	42.0 (NA)	54.0 (NA)	38.0 (NA)	29.0 (NA)	30.0 (NA)	34.0 (NA)	52.0 (NA)	44.0 (NA)	25.0 (NA)	42.0 (NA)	26.0 (NA)	61.0 (NA)	25.0 (NA)	27.0 (NA)	42.0 (NA)	38.0 (NA)	47.0 (NA)	25.0 (NA)	59.0 (NA)	48.0 (NA)	34.0 (NA)	29.0 (NA)	29.0 (NA)	29.0 (NA)	46.0 (NA)	40.0 (NA)	35.0 (NA)	32.0 (NA)	32.0 (NA)	64.0 (NA)	41.0 (NA)	38.0 (NA)	53.0 (NA)	62.0 (NA)	46.0 (NA)	44.0 (NA)	41.0 (NA)	25.0 (NA)	58.0 (NA)	25.0 (NA)	54.0 (NA)	43.0 (NA)	34.0 (NA)	49.0 (NA)	37.0 (NA)	30.0 (NA)	49.0 (NA)	51.0 (NA)	43.0 (NA)	31.0 (NA)	39.0 (NA)	50.0 (NA)	50.0 (NA)	46.0 (NA)	29.0 (NA)	41.0 (NA)	41.0 (NA)	62.0 (NA)	30.0 (NA)	41.0 (NA)	26.0 (NA)	37.0 (NA)	50.0 (NA)	42.0 (NA)	38.0 (NA)	56.0 (NA)	30.0 (NA)	53.0 (NA)	32.0 (NA)	28.0 (NA)	61.0 (NA)	33.0 (NA)	31.0 (NA)	30.0 (NA)	30.0 (NA)	28.0 (NA)	38.0 (NA)	35.0 (NA)	34.0 (NA)	45.0 (NA)	50.0 (NA)	49.0 (NA)	28.0 (NA)	43.0 (NA)	29.0 (NA)	45.0 (NA)	27.0 (NA)	26.0 (NA)	48.0 (NA)	40.0 (NA)	35.0 (NA)	30.0 (NA)	28.0 (NA)	42.0 (NA)	54.0 (NA)	35.0 (NA)	45.0 (NA)	48.0 (NA)	45.0 (NA)	54.0 (NA)	31.5 (6.36)	33.0 (NA)	30.0 (NA)	35.0 (NA)	44.0 (NA)	47.0 (NA)	41.0 (NA)	57.0 (NA)	28.0 (NA)	39.0 (NA)	46.0 (NA)	28.0 (NA)	55.0 (NA)	41.0 (NA)	28.0 (NA)	39.0 (NA)	45.0 (NA)	50.0 (NA)	41.0 (NA)	39.0 (NA)	46.0 (NA)	49.0 (NA)	43.0 (NA)	25.0 (NA)	34.0 (NA)	34.0 (NA)	32.0 (NA)	32.0 (NA)	38.0 (NA)	25.0 (NA)	30.0 (NA)	53.0 (NA)	40.0 (NA)	48.0 (NA)	53.0 (NA)	45.0 (NA)	36.0 (NA)	31.0 (NA)	36.0 (NA)	43.0 (NA)	50.0 (NA)	40.0 (NA)	30.0 (NA)	45.0 (NA)	32.0 (NA)	30.0 (NA)	29.0 (NA)	32.0 (NA)	43.0 (NA)	56.0 (NA)	39.0 (NA)	39.0 (NA)	57.0 (NA)	27.0 (NA)	35.0 (NA)	27.0 (NA)	33.0 (NA)	40.0 (NA)	55.0 (NA)	43.0 (NA)	55.0 (NA)	33.0 (NA)	48.0 (NA)	59.0 (NA)	31.0 (NA)	53.0 (NA)	47.0 (NA)	46.0 (NA)	42.0 (NA)	44.0 (NA)	56.0 (NA)	45.0 (NA)	31.0 (NA)	26.0 (NA)	35.0 (NA)	43.0 (NA)	30.0 (NA)	50.0 (NA)	37.0 (NA)	34.0 (NA)	54.0 (NA)	62.0 (NA)	42.0 (NA)	28.0 (NA)	30.0 (NA)	42.0 (NA)	47.0 (NA)	28.0 (NA)	53.0 (NA)	32.0 (NA)	39.0 (NA)	48.0 (NA)	31.0 (NA)	29.0 (NA)	28.0 (NA)	28.0 (NA)	35.0 (NA)	46.0 (NA)	53.0 (NA)	60.0 (NA)	52.0 (NA)	35.0 (NA)	53.0 (NA)	40.0 (NA)	39.0 (NA)	32.0 (NA)	32.0 (NA)	25.0 (NA)	42.0 (NA)	41.0 (NA)	43.7 (12.0)
Median [Min, Max]	46.0 [46.0, 46.0]	60.0 [60.0, 60.0]	34.0 [34.0, 34.0]	53.0 [53.0, 53.0]	50.0 [50.0, 50.0]	38.0 [38.0, 38.0]	65.0 [65.0, 65.0]	61.0 [61.0, 61.0]	74.0 [74.0, 74.0]	62.0 [62.0, 62.0]	72.0 [72.0, 72.0]	53.0 [53.0, 53.0]	62.0 [62.0, 62.0]	26.0 [26.0, 26.0]	32.0 [32.0, 32.0]	71.0 [71.0, 71.0]	48.0 [48.0, 48.0]	50.0 [50.0, 50.0]	61.0 [61.0, 61.0]	50.0 [50.0, 50.0]	68.0 [68.0, 68.0]	46.0 [46.0, 46.0]	49.0 [49.0, 49.0]	53.0 [53.0, 53.0]	39.0 [39.0, 39.0]	45.0 [45.0, 45.0]	48.0 [48.0, 48.0]	45.0 [45.0, 45.0]	31.0 [31.0, 31.0]	58.0 [58.0, 58.0]	68.0 [68.0, 68.0]	53.0 [53.0, 53.0]	36.0 [36.0, 36.0]	68.0 [68.0, 68.0]	41.0 [41.0, 41.0]	52.0 [52.0, 52.0]	65.0 [65.0, 65.0]	69.0 [69.0, 69.0]	38.0 [38.0, 38.0]	46.0 [46.0, 46.0]	70.0 [70.0, 70.0]	25.0 [25.0, 25.0]	51.0 [51.0, 51.0]	65.5 [65.0, 66.0]	72.0 [72.0, 72.0]	50.0 [50.0, 50.0]	52.0 [52.0, 52.0]	34.0 [34.0, 34.0]	66.0 [66.0, 66.0]	69.0 [69.0, 69.0]	57.0 [57.0, 57.0]	59.0 [59.0, 59.0]	46.0 [46.0, 46.0]	29.0 [29.0, 29.0]	35.0 [35.0, 35.0]	48.0 [48.0, 48.0]	69.0 [69.0, 69.0]	41.0 [41.0, 41.0]	38.0 [38.0, 38.0]	52.0 [52.0, 52.0]	52.0 [52.0, 52.0]	54.0 [54.0, 54.0]	48.0 [48.0, 48.0]	32.0 [32.0, 32.0]	70.0 [70.0, 70.0]	25.0 [25.0, 25.0]	61.0 [61.0, 61.0]	38.0 [38.0, 38.0]	59.0 [59.0, 59.0]	47.0 [47.0, 47.0]	42.0 [42.0, 42.0]	69.0 [69.0, 69.0]	46.0 [46.0, 46.0]	71.0 [71.0, 71.0]	29.0 [29.0, 29.0]	50.0 [50.0, 50.0]	69.0 [69.0, 69.0]	50.0 [50.0, 50.0]	50.0 [50.0, 50.0]	34.0 [34.0, 34.0]	48.0 [48.0, 48.0]	37.0 [37.0, 37.0]	48.0 [48.0, 48.0]	66.0 [66.0, 66.0]	60.0 [60.0, 60.0]	53.0 [53.0, 53.0]	57.0 [57.0, 57.0]	60.0 [60.0, 60.0]	29.0 [29.0, 29.0]	54.0 [54.0, 54.0]	44.0 [44.0, 44.0]	49.0 [49.0, 49.0]	29.0 [29.0, 29.0]	55.0 [55.0, 55.0]	26.0 [26.0, 26.0]	44.0 [44.0, 44.0]	29.0 [29.0, 29.0]	62.0 [62.0, 62.0]	47.0 [47.0, 47.0]	28.0 [28.0, 28.0]	55.0 [55.0, 55.0]	26.0 [26.0, 26.0]	53.0 [53.0, 53.0]	43.0 [43.0, 43.0]	36.0 [36.0, 36.0]	72.0 [72.0, 72.0]	28.0 [28.0, 28.0]	47.0 [47.0, 47.0]	53.0 [53.0, 53.0]	58.0 [58.0, 58.0]	70.0 [70.0, 70.0]	39.0 [39.0, 39.0]	39.0 [39.0, 39.0]	66.0 [66.0, 66.0]	61.0 [61.0, 61.0]	31.0 [31.0, 31.0]	28.0 [28.0, 28.0]	66.0 [66.0, 66.0]	55.0 [55.0, 55.0]	55.0 [55.0, 55.0]	55.0 [55.0, 55.0]	30.0 [30.0, 30.0]	33.0 [33.0, 33.0]	63.0 [63.0, 63.0]	27.0 [27.0, 27.0]	68.0 [68.0, 68.0]	46.0 [46.0, 46.0]	58.0 [58.0, 58.0]	54.0 [54.0, 54.0]	47.0 [47.0, 47.0]	51.0 [51.0, 51.0]	46.0 [46.0, 46.0]	47.0 [47.0, 47.0]	62.0 [62.0, 62.0]	52.5 [45.0, 60.0]	36.0 [36.0, 36.0]	36.0 [36.0, 36.0]	42.0 [42.0, 42.0]	56.0 [56.0, 56.0]	63.0 [63.0, 63.0]	56.0 [56.0, 56.0]	57.0 [57.0, 57.0]	28.0 [28.0, 28.0]	30.0 [30.0, 30.0]	52.0 [52.0, 52.0]	33.0 [33.0, 33.0]	55.0 [55.0, 55.0]	34.0 [34.0, 34.0]	55.0 [55.0, 55.0]	43.0 [43.0, 43.0]	34.0 [34.0, 34.0]	25.0 [25.0, 25.0]	64.0 [64.0, 64.0]	50.0 [50.0, 50.0]	48.0 [48.0, 48.0]	62.0 [62.0, 62.0]	26.0 [26.0, 26.0]	56.0 [56.0, 56.0]	34.0 [34.0, 34.0]	37.0 [37.0, 37.0]	56.0 [56.0, 56.0]	52.0 [52.0, 52.0]	39.0 [39.0, 39.0]	62.0 [62.0, 62.0]	25.0 [25.0, 25.0]	70.0 [70.0, 70.0]	62.0 [62.0, 62.0]	49.0 [49.0, 49.0]	64.0 [64.0, 64.0]	58.0 [58.0, 58.0]	31.0 [31.0, 31.0]	31.0 [31.0, 31.0]	37.0 [37.0, 37.0]	57.0 [57.0, 57.0]	49.0 [49.0, 49.0]	40.0 [40.0, 40.0]	63.0 [63.0, 63.0]	26.0 [26.0, 26.0]	27.0 [27.0, 27.0]	42.0 [39.0, 45.0]	27.0 [27.0, 27.0]	64.0 [64.0, 64.0]	46.0 [46.0, 46.0]	55.0 [55.0, 55.0]	57.0 [57.0, 57.0]	35.0 [35.0, 35.0]	35.0 [35.0, 35.0]	53.0 [53.0, 53.0]	64.0 [64.0, 64.0]	26.0 [26.0, 26.0]	27.0 [27.0, 27.0]	40.0 [40.0, 40.0]	60.0 [60.0, 60.0]	46.0 [46.0, 46.0]	28.0 [28.0, 28.0]	54.0 [54.0, 54.0]	35.0 [35.0, 35.0]	45.0 [45.0, 45.0]	69.0 [69.0, 69.0]	51.0 [51.0, 51.0]	34.0 [34.0, 34.0]	39.0 [39.0, 39.0]	55.0 [55.0, 55.0]	61.0 [61.0, 61.0]	44.0 [44.0, 44.0]	48.0 [48.0, 48.0]	41.0 [41.0, 41.0]	48.0 [48.0, 48.0]	68.0 [68.0, 68.0]	54.0 [54.0, 54.0]	57.0 [57.0, 57.0]	72.0 [72.0, 72.0]	68.0 [68.0, 68.0]	59.0 [59.0, 59.0]	27.0 [27.0, 27.0]	26.0 [26.0, 26.0]	51.0 [51.0, 51.0]	36.0 [36.0, 36.0]	67.0 [67.0, 67.0]	46.0 [46.0, 46.0]	45.0 [45.0, 45.0]	26.0 [26.0, 26.0]	42.0 [25.0, 59.0]	61.0 [61.0, 61.0]	56.0 [56.0, 56.0]	55.0 [55.0, 55.0]	58.0 [58.0, 58.0]	72.0 [72.0, 72.0]	56.0 [56.0, 56.0]	65.0 [65.0, 65.0]	47.0 [47.0, 47.0]	44.0 [40.0, 48.0]	26.0 [26.0, 26.0]	41.0 [41.0, 41.0]	28.0 [28.0, 28.0]	53.0 [53.0, 53.0]	70.0 [70.0, 70.0]	59.0 [59.0, 59.0]	58.0 [58.0, 58.0]	61.0 [61.0, 61.0]	32.0 [32.0, 32.0]	55.0 [55.0, 55.0]	46.0 [46.0, 46.0]	48.0 [48.0, 48.0]	60.0 [60.0, 60.0]	61.0 [61.0, 61.0]	55.0 [55.0, 55.0]	28.0 [28.0, 28.0]	33.0 [33.0, 33.0]	48.0 [48.0, 48.0]	39.0 [39.0, 39.0]	54.0 [54.0, 54.0]	33.0 [33.0, 33.0]	43.0 [43.0, 43.0]	54.0 [54.0, 54.0]	49.0 [49.0, 49.0]	54.0 [54.0, 54.0]	72.0 [72.0, 72.0]	62.0 [62.0, 62.0]	58.0 [58.0, 58.0]	44.0 [44.0, 44.0]	44.0 [44.0, 44.0]	46.0 [46.0, 46.0]	27.0 [27.0, 27.0]	49.0 [49.0, 49.0]	50.0 [50.0, 50.0]	45.0 [45.0, 45.0]	26.0 [26.0, 26.0]	40.0 [40.0, 40.0]	70.0 [70.0, 70.0]	29.0 [29.0, 29.0]	57.0 [57.0, 57.0]	55.0 [55.0, 55.0]	29.0 [28.0, 30.0]	39.0 [39.0, 39.0]	49.0 [49.0, 49.0]	47.0 [47.0, 47.0]	34.0 [34.0, 34.0]	72.0 [72.0, 72.0]	44.0 [44.0, 44.0]	45.0 [45.0, 45.0]	60.0 [60.0, 60.0]	32.0 [32.0, 32.0]	26.0 [26.0, 26.0]	34.0 [34.0, 34.0]	37.0 [37.0, 37.0]	64.0 [64.0, 64.0]	52.0 [52.0, 52.0]	42.0 [42.0, 42.0]	50.0 [50.0, 50.0]	34.0 [34.0, 34.0]	30.0 [30.0, 30.0]	62.0 [62.0, 62.0]	51.0 [51.0, 51.0]	31.0 [31.0, 31.0]	64.0 [64.0, 64.0]	42.0 [42.0, 42.0]	58.0 [58.0, 58.0]	59.0 [59.0, 59.0]	54.0 [54.0, 54.0]	42.0 [42.0, 42.0]	51.0 [51.0, 51.0]	44.0 [44.0, 44.0]	57.0 [57.0, 57.0]	50.0 [50.0, 50.0]	52.0 [52.0, 52.0]	66.0 [66.0, 66.0]	67.0 [67.0, 67.0]	25.0 [25.0, 25.0]	37.0 [37.0, 37.0]	44.0 [44.0, 44.0]	45.5 [41.0, 50.0]	57.0 [57.0, 57.0]	61.0 [61.0, 61.0]	56.0 [56.0, 56.0]	55.0 [55.0, 55.0]	57.0 [57.0, 57.0]	67.0 [67.0, 67.0]	32.0 [25.0, 39.0]	29.0 [29.0, 29.0]	36.0 [36.0, 36.0]	48.0 [48.0, 48.0]	56.0 [56.0, 56.0]	27.0 [27.0, 27.0]	51.0 [51.0, 51.0]	38.0 [29.0, 47.0]	45.0 [45.0, 45.0]	40.0 [40.0, 40.0]	41.0 [41.0, 41.0]	50.0 [50.0, 50.0]	35.0 [35.0, 35.0]	62.0 [62.0, 62.0]	27.0 [27.0, 27.0]	69.0 [69.0, 69.0]	74.0 [74.0, 74.0]	35.0 [35.0, 35.0]	53.0 [53.0, 53.0]	44.0 [44.0, 44.0]	47.0 [47.0, 47.0]	67.0 [67.0, 67.0]	39.0 [39.0, 39.0]	28.0 [28.0, 28.0]	59.0 [59.0, 59.0]	31.0 [31.0, 31.0]	49.0 [49.0, 49.0]	56.0 [56.0, 56.0]	38.0 [38.0, 38.0]	47.0 [32.0, 62.0]	48.0 [48.0, 48.0]	56.0 [56.0, 56.0]	57.0 [57.0, 57.0]	39.0 [39.0, 39.0]	66.0 [66.0, 66.0]	29.0 [29.0, 29.0]	69.0 [69.0, 69.0]	53.0 [53.0, 53.0]	49.0 [49.0, 49.0]	54.0 [54.0, 54.0]	62.0 [62.0, 62.0]	34.0 [34.0, 34.0]	40.0 [40.0, 40.0]	42.0 [42.0, 42.0]	30.0 [30.0, 30.0]	62.0 [62.0, 62.0]	46.0 [46.0, 46.0]	25.0 [25.0, 25.0]	27.0 [27.0, 27.0]	50.0 [50.0, 50.0]	31.0 [31.0, 31.0]	33.0 [33.0, 33.0]	43.0 [43.0, 43.0]	61.0 [61.0, 61.0]	65.0 [65.0, 65.0]	60.0 [60.0, 60.0]	45.5 [33.0, 58.0]	54.0 [54.0, 54.0]	59.5 [57.0, 62.0]	28.0 [28.0, 28.0]	48.0 [48.0, 48.0]	26.0 [26.0, 26.0]	70.0 [70.0, 70.0]	56.0 [56.0, 56.0]	67.0 [67.0, 67.0]	53.0 [53.0, 53.0]	57.0 [57.0, 57.0]	43.0 [43.0, 43.0]	62.0 [62.0, 62.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	46.0 [46.0, 46.0]	51.0 [51.0, 51.0]	51.0 [51.0, 51.0]	56.0 [56.0, 56.0]	65.0 [65.0, 65.0]	46.0 [43.0, 49.0]	42.0 [42.0, 42.0]	54.0 [54.0, 54.0]	39.0 [39.0, 39.0]	28.0 [28.0, 28.0]	26.0 [26.0, 26.0]	29.0 [29.0, 29.0]	33.0 [33.0, 33.0]	25.0 [25.0, 25.0]	26.0 [26.0, 26.0]	30.0 [30.0, 30.0]	49.0 [49.0, 49.0]	42.0 [42.0, 42.0]	48.0 [48.0, 48.0]	34.0 [34.0, 34.0]	52.0 [52.0, 52.0]	56.0 [56.0, 56.0]	47.0 [47.0, 47.0]	39.0 [39.0, 39.0]	26.0 [26.0, 26.0]	63.0 [63.0, 63.0]	48.0 [48.0, 48.0]	42.0 [42.0, 42.0]	25.0 [25.0, 25.0]	43.0 [36.0, 50.0]	58.0 [58.0, 58.0]	51.0 [51.0, 51.0]	31.0 [31.0, 31.0]	59.0 [59.0, 59.0]	67.0 [67.0, 67.0]	47.0 [47.0, 47.0]	64.0 [64.0, 64.0]	52.0 [52.0, 52.0]	56.0 [56.0, 56.0]	49.0 [49.0, 49.0]	35.0 [35.0, 35.0]	59.0 [59.0, 59.0]	33.0 [33.0, 33.0]	33.0 [33.0, 33.0]	37.0 [37.0, 37.0]	43.0 [43.0, 43.0]	48.0 [48.0, 48.0]	56.0 [56.0, 56.0]	32.0 [32.0, 32.0]	34.0 [34.0, 34.0]	58.0 [58.0, 58.0]	38.0 [38.0, 38.0]	34.0 [34.0, 34.0]	65.0 [65.0, 65.0]	59.0 [59.0, 59.0]	54.0 [54.0, 54.0]	36.0 [36.0, 36.0]	35.0 [35.0, 35.0]	51.5 [40.0, 63.0]	47.0 [47.0, 47.0]	52.0 [52.0, 52.0]	45.0 [45.0, 45.0]	43.0 [43.0, 43.0]	35.0 [35.0, 35.0]	44.0 [44.0, 44.0]	45.0 [45.0, 45.0]	39.0 [39.0, 39.0]	33.0 [33.0, 33.0]	53.0 [53.0, 53.0]	38.5 [36.0, 41.0]	51.0 [51.0, 51.0]	39.0 [39.0, 39.0]	35.0 [35.0, 35.0]	56.0 [56.0, 56.0]	68.0 [68.0, 68.0]	32.0 [32.0, 32.0]	65.0 [65.0, 65.0]	49.0 [49.0, 49.0]	28.0 [28.0, 28.0]	41.0 [41.0, 41.0]	58.0 [58.0, 58.0]	38.0 [38.0, 38.0]	40.0 [40.0, 40.0]	39.0 [39.0, 39.0]	64.0 [64.0, 64.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	27.0 [27.0, 27.0]	40.5 [28.0, 53.0]	46.0 [46.0, 46.0]	34.0 [34.0, 34.0]	47.0 [47.0, 47.0]	34.0 [34.0, 34.0]	50.5 [50.0, 51.0]	46.0 [46.0, 46.0]	30.0 [30.0, 30.0]	69.0 [69.0, 69.0]	47.0 [47.0, 47.0]	68.0 [68.0, 68.0]	39.0 [39.0, 39.0]	61.0 [61.0, 61.0]	41.0 [41.0, 41.0]	37.0 [37.0, 37.0]	55.0 [55.0, 55.0]	30.0 [30.0, 30.0]	48.0 [48.0, 48.0]	54.0 [47.0, 61.0]	35.0 [35.0, 35.0]	47.0 [47.0, 47.0]	32.0 [32.0, 32.0]	51.0 [51.0, 51.0]	29.0 [29.0, 29.0]	50.0 [50.0, 50.0]	27.0 [27.0, 27.0]	32.0 [32.0, 32.0]	28.0 [28.0, 28.0]	33.0 [33.0, 33.0]	40.0 [40.0, 40.0]	56.0 [56.0, 56.0]	26.0 [26.0, 26.0]	34.0 [34.0, 34.0]	51.0 [51.0, 51.0]	45.0 [45.0, 45.0]	44.0 [38.0, 50.0]	44.0 [29.0, 59.0]	40.0 [40.0, 40.0]	49.0 [49.0, 49.0]	46.0 [46.0, 46.0]	33.0 [33.0, 33.0]	26.0 [26.0, 26.0]	56.0 [56.0, 56.0]	26.0 [26.0, 26.0]	33.0 [33.0, 33.0]	50.0 [50.0, 50.0]	45.0 [45.0, 45.0]	37.0 [37.0, 37.0]	63.0 [63.0, 63.0]	60.0 [60.0, 60.0]	29.0 [29.0, 29.0]	41.0 [41.0, 41.0]	35.0 [35.0, 35.0]	47.0 [47.0, 47.0]	55.0 [55.0, 55.0]	31.0 [31.0, 31.0]	49.0 [49.0, 49.0]	69.0 [69.0, 69.0]	35.0 [35.0, 35.0]	27.0 [27.0, 27.0]	53.0 [53.0, 53.0]	56.0 [56.0, 56.0]	55.0 [55.0, 55.0]	53.0 [53.0, 53.0]	30.0 [30.0, 30.0]	48.0 [48.0, 48.0]	53.0 [53.0, 53.0]	53.0 [53.0, 53.0]	64.0 [64.0, 64.0]	51.0 [51.0, 51.0]	51.0 [51.0, 51.0]	33.0 [33.0, 33.0]	54.0 [54.0, 54.0]	38.0 [38.0, 38.0]	39.0 [39.0, 39.0]	43.0 [43.0, 43.0]	26.0 [26.0, 26.0]	37.0 [37.0, 37.0]	47.0 [47.0, 47.0]	34.0 [34.0, 34.0]	45.0 [45.0, 45.0]	34.0 [34.0, 34.0]	43.0 [43.0, 43.0]	34.0 [34.0, 34.0]	26.0 [26.0, 26.0]	52.0 [52.0, 52.0]	65.0 [65.0, 65.0]	40.0 [40.0, 40.0]	65.0 [65.0, 65.0]	42.0 [42.0, 42.0]	26.0 [26.0, 26.0]	41.0 [41.0, 41.0]	32.0 [32.0, 32.0]	45.0 [45.0, 45.0]	37.0 [37.0, 37.0]	39.5 [38.0, 41.0]	39.0 [39.0, 39.0]	68.0 [68.0, 68.0]	47.0 [47.0, 47.0]	34.0 [34.0, 34.0]	29.0 [29.0, 29.0]	55.0 [55.0, 55.0]	46.5 [42.0, 51.0]	25.5 [25.0, 26.0]	46.0 [46.0, 46.0]	54.5 [43.0, 66.0]	69.0 [69.0, 69.0]	56.0 [56.0, 56.0]	43.0 [43.0, 43.0]	36.0 [36.0, 36.0]	58.0 [58.0, 58.0]	46.5 [42.0, 51.0]	55.0 [55.0, 55.0]	53.0 [53.0, 53.0]	61.0 [61.0, 61.0]	62.0 [62.0, 62.0]	26.0 [26.0, 26.0]	37.0 [37.0, 37.0]	60.0 [60.0, 60.0]	42.0 [42.0, 42.0]	43.5 [29.0, 58.0]	50.0 [50.0, 50.0]	42.0 [42.0, 42.0]	31.0 [31.0, 31.0]	47.0 [47.0, 47.0]	30.0 [30.0, 30.0]	41.0 [41.0, 41.0]	52.0 [52.0, 52.0]	35.0 [35.0, 35.0]	28.0 [28.0, 28.0]	45.0 [45.0, 45.0]	54.0 [54.0, 54.0]	32.0 [32.0, 32.0]	52.0 [52.0, 52.0]	54.0 [54.0, 54.0]	27.0 [27.0, 27.0]	61.0 [61.0, 61.0]	29.0 [29.0, 29.0]	48.0 [48.0, 48.0]	48.0 [48.0, 48.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	39.0 [39.0, 39.0]	30.0 [30.0, 30.0]	56.0 [56.0, 56.0]	43.0 [43.0, 43.0]	55.0 [55.0, 55.0]	33.0 [33.0, 33.0]	41.0 [41.0, 41.0]	57.0 [57.0, 57.0]	52.0 [52.0, 52.0]	46.0 [46.0, 46.0]	33.0 [33.0, 33.0]	28.0 [28.0, 28.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	44.0 [44.0, 44.0]	50.0 [50.0, 50.0]	41.5 [29.0, 54.0]	58.0 [58.0, 58.0]	40.0 [40.0, 40.0]	47.0 [47.0, 47.0]	27.0 [27.0, 27.0]	47.0 [47.0, 47.0]	54.0 [54.0, 54.0]	30.0 [30.0, 30.0]	55.0 [55.0, 55.0]	51.0 [51.0, 51.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	33.0 [33.0, 33.0]	56.0 [56.0, 56.0]	54.0 [54.0, 54.0]	31.0 [31.0, 31.0]	50.0 [50.0, 50.0]	45.0 [45.0, 45.0]	36.0 [36.0, 36.0]	26.0 [26.0, 26.0]	36.0 [36.0, 36.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	25.0 [25.0, 25.0]	27.0 [27.0, 27.0]	32.0 [32.0, 32.0]	26.0 [26.0, 26.0]	57.0 [57.0, 57.0]	57.0 [57.0, 57.0]	38.0 [38.0, 38.0]	43.0 [43.0, 43.0]	64.0 [64.0, 64.0]	39.0 [39.0, 39.0]	27.0 [27.0, 27.0]	54.0 [54.0, 54.0]	56.0 [56.0, 56.0]	43.0 [43.0, 43.0]	52.0 [52.0, 52.0]	65.0 [65.0, 65.0]	50.0 [50.0, 50.0]	25.0 [25.0, 25.0]	53.0 [53.0, 53.0]	38.0 [38.0, 38.0]	48.0 [48.0, 48.0]	29.0 [29.0, 29.0]	45.0 [45.0, 45.0]	43.0 [43.0, 43.0]	35.0 [35.0, 35.0]	52.0 [52.0, 52.0]	31.0 [31.0, 31.0]	35.0 [35.0, 35.0]	29.0 [29.0, 29.0]	50.0 [50.0, 50.0]	44.0 [44.0, 44.0]	51.0 [51.0, 51.0]	37.0 [37.0, 37.0]	41.0 [41.0, 41.0]	32.0 [32.0, 32.0]	51.0 [51.0, 51.0]	57.0 [57.0, 57.0]	34.0 [34.0, 34.0]	54.0 [54.0, 54.0]	45.0 [45.0, 45.0]	40.0 [40.0, 40.0]	44.0 [44.0, 44.0]	41.0 [41.0, 41.0]	43.0 [43.0, 43.0]	35.0 [35.0, 35.0]	50.0 [50.0, 50.0]	47.0 [47.0, 47.0]	47.0 [47.0, 47.0]	57.0 [57.0, 57.0]	27.0 [27.0, 27.0]	38.0 [38.0, 38.0]	30.0 [30.0, 30.0]	25.0 [25.0, 25.0]	26.0 [26.0, 26.0]	33.0 [33.0, 33.0]	33.0 [33.0, 33.0]	55.0 [55.0, 55.0]	42.0 [42.0, 42.0]	55.0 [55.0, 55.0]	65.0 [65.0, 65.0]	30.0 [30.0, 30.0]	34.0 [34.0, 34.0]	54.0 [54.0, 54.0]	44.0 [44.0, 44.0]	54.0 [54.0, 54.0]	36.0 [36.0, 36.0]	38.0 [38.0, 38.0]	46.0 [46.0, 46.0]	58.0 [58.0, 58.0]	27.0 [27.0, 27.0]	25.0 [25.0, 25.0]	33.0 [33.0, 33.0]	53.0 [53.0, 53.0]	43.0 [43.0, 43.0]	66.0 [66.0, 66.0]	54.0 [54.0, 54.0]	25.0 [25.0, 25.0]	54.0 [54.0, 54.0]	51.0 [45.0, 57.0]	38.0 [38.0, 38.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	34.0 [34.0, 34.0]	44.0 [44.0, 44.0]	46.0 [46.0, 46.0]	50.0 [50.0, 50.0]	58.0 [58.0, 58.0]	34.0 [34.0, 34.0]	28.0 [28.0, 28.0]	28.0 [28.0, 28.0]	28.0 [28.0, 28.0]	44.0 [44.0, 44.0]	32.0 [32.0, 32.0]	69.0 [69.0, 69.0]	55.0 [55.0, 55.0]	43.0 [43.0, 43.0]	56.0 [56.0, 56.0]	49.0 [49.0, 49.0]	36.0 [36.0, 36.0]	33.0 [33.0, 33.0]	60.0 [60.0, 60.0]	43.0 [43.0, 43.0]	25.0 [25.0, 25.0]	41.0 [41.0, 41.0]	31.0 [31.0, 31.0]	28.0 [28.0, 28.0]	48.0 [48.0, 48.0]	60.0 [60.0, 60.0]	28.0 [28.0, 28.0]	54.0 [54.0, 54.0]	53.0 [53.0, 53.0]	56.0 [56.0, 56.0]	31.0 [31.0, 31.0]	48.0 [48.0, 48.0]	58.0 [58.0, 58.0]	34.0 [34.0, 34.0]	66.0 [66.0, 66.0]	63.0 [63.0, 63.0]	55.0 [55.0, 55.0]	27.0 [27.0, 27.0]	57.0 [57.0, 57.0]	55.0 [55.0, 55.0]	60.0 [60.0, 60.0]	37.0 [37.0, 37.0]	43.0 [43.0, 43.0]	50.0 [50.0, 50.0]	36.5 [34.0, 39.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	65.0 [65.0, 65.0]	27.0 [26.0, 28.0]	32.0 [32.0, 32.0]	54.0 [54.0, 54.0]	63.0 [63.0, 63.0]	44.0 [44.0, 44.0]	37.0 [37.0, 37.0]	49.0 [34.0, 64.0]	25.0 [25.0, 25.0]	54.0 [54.0, 54.0]	28.0 [28.0, 28.0]	28.0 [28.0, 28.0]	62.0 [62.0, 62.0]	59.0 [59.0, 59.0]	51.0 [25.0, 66.0]	34.0 [34.0, 34.0]	42.0 [42.0, 42.0]	34.0 [34.0, 34.0]	47.0 [47.0, 47.0]	31.0 [31.0, 31.0]	55.0 [53.0, 57.0]	47.0 [47.0, 47.0]	26.0 [26.0, 26.0]	34.0 [34.0, 34.0]	40.0 [40.0, 40.0]	34.0 [34.0, 34.0]	32.0 [32.0, 32.0]	34.0 [34.0, 34.0]	36.0 [36.0, 36.0]	26.0 [26.0, 26.0]	54.0 [54.0, 54.0]	49.0 [49.0, 49.0]	36.0 [36.0, 36.0]	63.0 [63.0, 63.0]	26.0 [26.0, 26.0]	42.0 [42.0, 42.0]	41.0 [41.0, 41.0]	28.0 [28.0, 28.0]	46.0 [46.0, 46.0]	27.0 [27.0, 27.0]	51.0 [51.0, 51.0]	25.0 [25.0, 25.0]	28.0 [28.0, 28.0]	50.0 [50.0, 50.0]	43.0 [43.0, 43.0]	30.0 [30.0, 30.0]	25.0 [25.0, 25.0]	44.0 [44.0, 44.0]	55.0 [55.0, 55.0]	36.0 [36.0, 36.0]	37.0 [37.0, 37.0]	30.0 [30.0, 30.0]	47.0 [47.0, 47.0]	42.0 [42.0, 42.0]	25.0 [25.0, 25.0]	25.0 [25.0, 25.0]	36.0 [36.0, 36.0]	52.0 [52.0, 52.0]	59.0 [59.0, 59.0]	37.0 [37.0, 37.0]	62.5 [61.0, 64.0]	52.0 [52.0, 52.0]	34.0 [34.0, 34.0]	36.0 [25.0, 47.0]	61.0 [61.0, 61.0]	54.0 [54.0, 54.0]	37.0 [37.0, 37.0]	37.0 [37.0, 37.0]	48.0 [48.0, 48.0]	56.0 [56.0, 56.0]	30.0 [30.0, 30.0]	36.0 [36.0, 36.0]	28.0 [28.0, 28.0]	32.0 [32.0, 32.0]	39.0 [39.0, 39.0]	44.0 [44.0, 44.0]	46.0 [46.0, 46.0]	47.0 [47.0, 47.0]	37.0 [37.0, 37.0]	66.0 [66.0, 66.0]	51.0 [51.0, 51.0]	41.0 [41.0, 41.0]	39.0 [39.0, 39.0]	54.0 [54.0, 54.0]	65.0 [65.0, 65.0]	25.0 [25.0, 25.0]	41.5 [35.0, 48.0]	37.0 [37.0, 37.0]	42.0 [42.0, 42.0]	25.0 [25.0, 25.0]	56.0 [56.0, 56.0]	28.0 [28.0, 28.0]	45.0 [45.0, 45.0]	46.0 [46.0, 46.0]	58.0 [58.0, 58.0]	54.0 [54.0, 54.0]	34.0 [34.0, 34.0]	35.0 [35.0, 35.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	42.0 [42.0, 42.0]	47.0 [47.0, 47.0]	43.0 [43.0, 43.0]	49.0 [49.0, 49.0]	27.0 [27.0, 27.0]	43.0 [43.0, 43.0]	28.0 [28.0, 28.0]	38.0 [38.0, 38.0]	56.0 [56.0, 56.0]	68.0 [68.0, 68.0]	46.0 [46.0, 46.0]	45.0 [45.0, 45.0]	51.0 [51.0, 51.0]	38.0 [38.0, 38.0]	29.0 [29.0, 29.0]	46.0 [46.0, 46.0]	46.5 [43.0, 50.0]	54.0 [54.0, 54.0]	53.0 [53.0, 53.0]	50.0 [50.0, 50.0]	56.0 [56.0, 56.0]	31.0 [31.0, 31.0]	27.0 [27.0, 27.0]	45.0 [45.0, 45.0]	31.0 [31.0, 31.0]	42.0 [42.0, 42.0]	43.0 [43.0, 43.0]	43.0 [43.0, 43.0]	55.0 [55.0, 55.0]	57.0 [57.0, 57.0]	61.0 [61.0, 61.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	53.0 [53.0, 53.0]	48.0 [48.0, 48.0]	25.0 [25.0, 25.0]	51.0 [51.0, 51.0]	51.0 [51.0, 51.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	43.0 [43.0, 43.0]	49.0 [49.0, 49.0]	42.0 [42.0, 42.0]	25.0 [25.0, 25.0]	49.0 [49.0, 49.0]	46.0 [46.0, 46.0]	35.0 [35.0, 35.0]	43.0 [43.0, 43.0]	37.0 [37.0, 37.0]	58.0 [58.0, 58.0]	29.5 [25.0, 34.0]	31.0 [31.0, 31.0]	30.0 [30.0, 30.0]	28.0 [28.0, 28.0]	50.0 [50.0, 50.0]	47.0 [47.0, 47.0]	35.5 [27.0, 44.0]	46.0 [46.0, 46.0]	34.0 [34.0, 34.0]	37.0 [37.0, 37.0]	55.0 [55.0, 55.0]	37.0 [37.0, 37.0]	36.0 [36.0, 36.0]	49.0 [49.0, 49.0]	36.0 [36.0, 36.0]	50.0 [50.0, 50.0]	31.0 [31.0, 31.0]	45.5 [33.0, 58.0]	46.0 [46.0, 46.0]	33.0 [33.0, 33.0]	32.0 [32.0, 32.0]	34.0 [34.0, 34.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	57.0 [57.0, 57.0]	40.0 [40.0, 40.0]	62.0 [62.0, 62.0]	32.0 [32.0, 32.0]	38.0 [38.0, 38.0]	60.0 [60.0, 60.0]	40.0 [40.0, 40.0]	38.0 [38.0, 38.0]	68.0 [68.0, 68.0]	32.0 [32.0, 32.0]	48.0 [48.0, 48.0]	57.0 [57.0, 57.0]	50.0 [50.0, 50.0]	49.0 [49.0, 49.0]	51.0 [51.0, 51.0]	42.0 [42.0, 42.0]	33.0 [33.0, 33.0]	26.0 [26.0, 26.0]	49.0 [49.0, 49.0]	51.0 [51.0, 51.0]	40.0 [40.0, 40.0]	52.5 [51.0, 54.0]	32.0 [32.0, 32.0]	68.0 [68.0, 68.0]	33.0 [33.0, 33.0]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	52.0 [52.0, 52.0]	49.0 [49.0, 49.0]	59.0 [59.0, 59.0]	25.0 [25.0, 25.0]	30.5 [29.0, 32.0]	46.0 [46.0, 46.0]	48.0 [36.0, 60.0]	62.0 [62.0, 62.0]	39.0 [39.0, 39.0]	45.0 [45.0, 45.0]	33.0 [33.0, 33.0]	42.0 [42.0, 42.0]	27.0 [27.0, 27.0]	46.5 [39.0, 54.0]	51.0 [51.0, 51.0]	46.0 [46.0, 46.0]	60.0 [60.0, 60.0]	27.0 [27.0, 27.0]	49.0 [49.0, 49.0]	32.0 [32.0, 32.0]	29.0 [29.0, 29.0]	44.0 [44.0, 44.0]	30.0 [30.0, 30.0]	45.0 [45.0, 45.0]	36.0 [36.0, 36.0]	26.0 [26.0, 26.0]	53.0 [53.0, 53.0]	26.0 [26.0, 26.0]	47.0 [47.0, 47.0]	25.0 [25.0, 25.0]	49.0 [49.0, 49.0]	31.0 [31.0, 31.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	31.0 [31.0, 31.0]	31.0 [31.0, 31.0]	28.0 [28.0, 28.0]	32.0 [32.0, 32.0]	30.0 [30.0, 30.0]	56.0 [56.0, 56.0]	32.0 [29.0, 35.0]	44.0 [44.0, 44.0]	46.0 [46.0, 46.0]	27.0 [27.0, 27.0]	53.0 [53.0, 53.0]	50.0 [50.0, 50.0]	43.0 [43.0, 43.0]	56.0 [56.0, 56.0]	34.0 [34.0, 34.0]	25.0 [25.0, 25.0]	51.0 [51.0, 51.0]	29.0 [29.0, 29.0]	61.0 [61.0, 61.0]	25.0 [25.0, 25.0]	48.0 [48.0, 48.0]	49.0 [49.0, 49.0]	63.0 [63.0, 63.0]	39.0 [39.0, 39.0]	50.0 [50.0, 50.0]	49.0 [49.0, 49.0]	50.0 [50.0, 50.0]	27.0 [27.0, 27.0]	40.0 [40.0, 40.0]	26.0 [26.0, 26.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	68.0 [68.0, 68.0]	26.0 [26.0, 26.0]	55.0 [55.0, 55.0]	44.0 [44.0, 44.0]	72.0 [72.0, 72.0]	42.0 [42.0, 42.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	41.0 [41.0, 41.0]	48.0 [48.0, 48.0]	36.0 [36.0, 36.0]	43.0 [43.0, 43.0]	54.0 [54.0, 54.0]	32.0 [32.0, 32.0]	38.0 [38.0, 38.0]	43.0 [43.0, 43.0]	39.0 [39.0, 39.0]	25.0 [25.0, 25.0]	47.0 [47.0, 47.0]	25.0 [25.0, 25.0]	28.0 [28.0, 28.0]	27.0 [27.0, 27.0]	35.0 [35.0, 35.0]	48.0 [48.0, 48.0]	51.0 [51.0, 51.0]	48.0 [48.0, 48.0]	42.5 [37.0, 48.0]	28.0 [28.0, 28.0]	54.0 [54.0, 54.0]	56.0 [56.0, 56.0]	28.0 [28.0, 28.0]	53.0 [53.0, 53.0]	39.0 [39.0, 39.0]	40.0 [40.0, 40.0]	67.0 [67.0, 67.0]	25.0 [25.0, 25.0]	41.0 [41.0, 41.0]	42.0 [42.0, 42.0]	28.0 [28.0, 28.0]	42.0 [42.0, 42.0]	41.0 [41.0, 41.0]	56.5 [48.0, 65.0]	54.0 [54.0, 54.0]	51.0 [51.0, 51.0]	40.0 [40.0, 40.0]	29.0 [29.0, 29.0]	34.0 [34.0, 34.0]	44.0 [44.0, 44.0]	62.0 [62.0, 62.0]	44.0 [44.0, 44.0]	28.0 [28.0, 28.0]	31.0 [31.0, 31.0]	34.0 [34.0, 34.0]	36.0 [36.0, 36.0]	49.0 [49.0, 49.0]	35.0 [35.0, 35.0]	56.0 [56.0, 56.0]	33.0 [33.0, 33.0]	28.0 [28.0, 28.0]	50.0 [50.0, 50.0]	65.0 [65.0, 65.0]	56.0 [56.0, 56.0]	49.0 [49.0, 49.0]	33.0 [33.0, 33.0]	46.0 [46.0, 46.0]	35.0 [35.0, 35.0]	38.0 [38.0, 38.0]	36.0 [36.0, 36.0]	67.0 [67.0, 67.0]	59.0 [59.0, 59.0]	33.0 [33.0, 33.0]	29.0 [29.0, 29.0]	53.0 [53.0, 53.0]	25.0 [25.0, 25.0]	47.0 [47.0, 47.0]	49.0 [49.0, 49.0]	35.0 [35.0, 35.0]	48.5 [47.0, 50.0]	51.0 [51.0, 51.0]	47.0 [47.0, 47.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	42.0 [42.0, 42.0]	45.0 [45.0, 45.0]	57.0 [57.0, 57.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	26.0 [26.0, 26.0]	36.0 [36.0, 36.0]	31.0 [31.0, 31.0]	44.0 [44.0, 44.0]	37.0 [37.0, 37.0]	27.0 [27.0, 27.0]	41.0 [41.0, 41.0]	38.0 [38.0, 38.0]	32.0 [32.0, 32.0]	35.0 [35.0, 35.0]	46.0 [46.0, 46.0]	32.0 [32.0, 32.0]	50.0 [50.0, 50.0]	39.0 [39.0, 39.0]	26.0 [26.0, 26.0]	42.0 [42.0, 42.0]	58.0 [58.0, 58.0]	45.0 [45.0, 45.0]	33.0 [33.0, 33.0]	57.0 [57.0, 57.0]	54.0 [54.0, 54.0]	44.0 [44.0, 44.0]	60.0 [60.0, 60.0]	40.0 [40.0, 40.0]	50.0 [50.0, 50.0]	37.0 [37.0, 37.0]	62.0 [62.0, 62.0]	41.0 [41.0, 41.0]	32.0 [32.0, 32.0]	59.0 [59.0, 59.0]	26.0 [26.0, 26.0]	47.0 [47.0, 47.0]	45.0 [45.0, 45.0]	65.0 [65.0, 65.0]	39.0 [39.0, 39.0]	46.0 [46.0, 46.0]	30.0 [30.0, 30.0]	29.0 [29.0, 29.0]	33.0 [33.0, 33.0]	39.0 [39.0, 39.0]	54.0 [54.0, 54.0]	38.0 [38.0, 38.0]	53.0 [53.0, 53.0]	39.0 [39.0, 39.0]	41.0 [41.0, 41.0]	34.0 [34.0, 34.0]	31.0 [31.0, 31.0]	36.0 [36.0, 36.0]	32.5 [28.0, 37.0]	29.5 [26.0, 33.0]	48.0 [48.0, 48.0]	28.0 [28.0, 28.0]	49.0 [49.0, 49.0]	50.0 [50.0, 50.0]	28.0 [28.0, 28.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	43.0 [43.0, 43.0]	26.0 [26.0, 26.0]	49.0 [49.0, 49.0]	27.0 [27.0, 27.0]	46.0 [46.0, 46.0]	26.0 [26.0, 26.0]	52.0 [52.0, 52.0]	28.0 [28.0, 28.0]	54.0 [54.0, 54.0]	33.0 [33.0, 33.0]	29.0 [29.0, 29.0]	49.0 [49.0, 49.0]	46.0 [46.0, 46.0]	28.0 [28.0, 28.0]	37.0 [37.0, 37.0]	61.0 [61.0, 61.0]	25.0 [25.0, 25.0]	42.0 [42.0, 42.0]	36.0 [36.0, 36.0]	45.0 [45.0, 45.0]	55.0 [55.0, 55.0]	32.0 [32.0, 32.0]	39.0 [39.0, 39.0]	45.0 [45.0, 45.0]	51.0 [51.0, 51.0]	45.0 [45.0, 45.0]	48.0 [48.0, 48.0]	48.0 [48.0, 48.0]	27.0 [27.0, 27.0]	46.0 [46.0, 46.0]	35.0 [35.0, 35.0]	42.0 [42.0, 42.0]	38.0 [38.0, 38.0]	40.0 [40.0, 40.0]	33.0 [33.0, 33.0]	34.0 [34.0, 34.0]	30.0 [30.0, 30.0]	52.0 [52.0, 52.0]	44.0 [44.0, 44.0]	50.0 [50.0, 50.0]	47.0 [47.0, 47.0]	47.0 [47.0, 47.0]	67.0 [67.0, 67.0]	31.0 [31.0, 31.0]	26.0 [26.0, 26.0]	30.0 [30.0, 30.0]	47.0 [47.0, 47.0]	35.0 [35.0, 35.0]	31.0 [31.0, 31.0]	46.0 [46.0, 46.0]	52.0 [52.0, 52.0]	31.0 [31.0, 31.0]	43.0 [43.0, 43.0]	53.0 [53.0, 53.0]	32.0 [32.0, 32.0]	43.0 [43.0, 43.0]	40.0 [40.0, 40.0]	29.0 [29.0, 29.0]	33.0 [33.0, 33.0]	31.0 [31.0, 31.0]	29.0 [29.0, 29.0]	32.0 [32.0, 32.0]	39.5 [26.0, 53.0]	56.0 [56.0, 56.0]	28.0 [28.0, 28.0]	32.0 [32.0, 32.0]	34.0 [34.0, 34.0]	43.0 [43.0, 43.0]	39.0 [39.0, 39.0]	55.0 [55.0, 55.0]	29.0 [29.0, 29.0]	43.5 [38.0, 49.0]	56.0 [56.0, 56.0]	50.0 [50.0, 50.0]	54.0 [54.0, 54.0]	39.0 [39.0, 39.0]	58.0 [58.0, 58.0]	33.0 [33.0, 33.0]	46.0 [46.0, 46.0]	56.0 [56.0, 56.0]	45.0 [45.0, 45.0]	48.0 [48.0, 48.0]	48.0 [48.0, 48.0]	36.0 [36.0, 36.0]	56.0 [56.0, 56.0]	53.0 [53.0, 53.0]	34.0 [34.0, 34.0]	26.0 [26.0, 26.0]	29.0 [29.0, 29.0]	50.0 [50.0, 50.0]	58.0 [58.0, 58.0]	50.0 [50.0, 50.0]	31.0 [31.0, 31.0]	43.0 [43.0, 43.0]	32.0 [32.0, 32.0]	36.0 [36.0, 36.0]	51.0 [51.0, 51.0]	45.0 [45.0, 45.0]	39.0 [39.0, 39.0]	48.0 [48.0, 48.0]	56.0 [56.0, 56.0]	42.0 [42.0, 42.0]	54.0 [54.0, 54.0]	38.0 [38.0, 38.0]	29.0 [29.0, 29.0]	30.0 [30.0, 30.0]	34.0 [34.0, 34.0]	52.0 [52.0, 52.0]	44.0 [44.0, 44.0]	25.0 [25.0, 25.0]	42.0 [42.0, 42.0]	26.0 [26.0, 26.0]	61.0 [61.0, 61.0]	25.0 [25.0, 25.0]	27.0 [27.0, 27.0]	42.0 [42.0, 42.0]	38.0 [38.0, 38.0]	47.0 [47.0, 47.0]	25.0 [25.0, 25.0]	59.0 [59.0, 59.0]	48.0 [48.0, 48.0]	34.0 [34.0, 34.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	46.0 [46.0, 46.0]	40.0 [40.0, 40.0]	35.0 [35.0, 35.0]	32.0 [32.0, 32.0]	32.0 [32.0, 32.0]	64.0 [64.0, 64.0]	41.0 [41.0, 41.0]	38.0 [38.0, 38.0]	53.0 [53.0, 53.0]	62.0 [62.0, 62.0]	46.0 [46.0, 46.0]	44.0 [44.0, 44.0]	41.0 [41.0, 41.0]	25.0 [25.0, 25.0]	58.0 [58.0, 58.0]	25.0 [25.0, 25.0]	54.0 [54.0, 54.0]	43.0 [43.0, 43.0]	34.0 [34.0, 34.0]	49.0 [49.0, 49.0]	37.0 [37.0, 37.0]	30.0 [30.0, 30.0]	49.0 [49.0, 49.0]	51.0 [51.0, 51.0]	43.0 [43.0, 43.0]	31.0 [31.0, 31.0]	39.0 [39.0, 39.0]	50.0 [50.0, 50.0]	50.0 [50.0, 50.0]	46.0 [46.0, 46.0]	29.0 [29.0, 29.0]	41.0 [41.0, 41.0]	41.0 [41.0, 41.0]	62.0 [62.0, 62.0]	30.0 [30.0, 30.0]	41.0 [41.0, 41.0]	26.0 [26.0, 26.0]	37.0 [37.0, 37.0]	50.0 [50.0, 50.0]	42.0 [42.0, 42.0]	38.0 [38.0, 38.0]	56.0 [56.0, 56.0]	30.0 [30.0, 30.0]	53.0 [53.0, 53.0]	32.0 [32.0, 32.0]	28.0 [28.0, 28.0]	61.0 [61.0, 61.0]	33.0 [33.0, 33.0]	31.0 [31.0, 31.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	28.0 [28.0, 28.0]	38.0 [38.0, 38.0]	35.0 [35.0, 35.0]	34.0 [34.0, 34.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	49.0 [49.0, 49.0]	28.0 [28.0, 28.0]	43.0 [43.0, 43.0]	29.0 [29.0, 29.0]	45.0 [45.0, 45.0]	27.0 [27.0, 27.0]	26.0 [26.0, 26.0]	48.0 [48.0, 48.0]	40.0 [40.0, 40.0]	35.0 [35.0, 35.0]	30.0 [30.0, 30.0]	28.0 [28.0, 28.0]	42.0 [42.0, 42.0]	54.0 [54.0, 54.0]	35.0 [35.0, 35.0]	45.0 [45.0, 45.0]	48.0 [48.0, 48.0]	45.0 [45.0, 45.0]	54.0 [54.0, 54.0]	31.5 [27.0, 36.0]	33.0 [33.0, 33.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	44.0 [44.0, 44.0]	47.0 [47.0, 47.0]	41.0 [41.0, 41.0]	57.0 [57.0, 57.0]	28.0 [28.0, 28.0]	39.0 [39.0, 39.0]	46.0 [46.0, 46.0]	28.0 [28.0, 28.0]	55.0 [55.0, 55.0]	41.0 [41.0, 41.0]	28.0 [28.0, 28.0]	39.0 [39.0, 39.0]	45.0 [45.0, 45.0]	50.0 [50.0, 50.0]	41.0 [41.0, 41.0]	39.0 [39.0, 39.0]	46.0 [46.0, 46.0]	49.0 [49.0, 49.0]	43.0 [43.0, 43.0]	25.0 [25.0, 25.0]	34.0 [34.0, 34.0]	34.0 [34.0, 34.0]	32.0 [32.0, 32.0]	32.0 [32.0, 32.0]	38.0 [38.0, 38.0]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	53.0 [53.0, 53.0]	40.0 [40.0, 40.0]	48.0 [48.0, 48.0]	53.0 [53.0, 53.0]	45.0 [45.0, 45.0]	36.0 [36.0, 36.0]	31.0 [31.0, 31.0]	36.0 [36.0, 36.0]	43.0 [43.0, 43.0]	50.0 [50.0, 50.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	45.0 [45.0, 45.0]	32.0 [32.0, 32.0]	30.0 [30.0, 30.0]	29.0 [29.0, 29.0]	32.0 [32.0, 32.0]	43.0 [43.0, 43.0]	56.0 [56.0, 56.0]	39.0 [39.0, 39.0]	39.0 [39.0, 39.0]	57.0 [57.0, 57.0]	27.0 [27.0, 27.0]	35.0 [35.0, 35.0]	27.0 [27.0, 27.0]	33.0 [33.0, 33.0]	40.0 [40.0, 40.0]	55.0 [55.0, 55.0]	43.0 [43.0, 43.0]	55.0 [55.0, 55.0]	33.0 [33.0, 33.0]	48.0 [48.0, 48.0]	59.0 [59.0, 59.0]	31.0 [31.0, 31.0]	53.0 [53.0, 53.0]	47.0 [47.0, 47.0]	46.0 [46.0, 46.0]	42.0 [42.0, 42.0]	44.0 [44.0, 44.0]	56.0 [56.0, 56.0]	45.0 [45.0, 45.0]	31.0 [31.0, 31.0]	26.0 [26.0, 26.0]	35.0 [35.0, 35.0]	43.0 [43.0, 43.0]	30.0 [30.0, 30.0]	50.0 [50.0, 50.0]	37.0 [37.0, 37.0]	34.0 [34.0, 34.0]	54.0 [54.0, 54.0]	62.0 [62.0, 62.0]	42.0 [42.0, 42.0]	28.0 [28.0, 28.0]	30.0 [30.0, 30.0]	42.0 [42.0, 42.0]	47.0 [47.0, 47.0]	28.0 [28.0, 28.0]	53.0 [53.0, 53.0]	32.0 [32.0, 32.0]	39.0 [39.0, 39.0]	48.0 [48.0, 48.0]	31.0 [31.0, 31.0]	29.0 [29.0, 29.0]	28.0 [28.0, 28.0]	28.0 [28.0, 28.0]	35.0 [35.0, 35.0]	46.0 [46.0, 46.0]	53.0 [53.0, 53.0]	60.0 [60.0, 60.0]	52.0 [52.0, 52.0]	35.0 [35.0, 35.0]	53.0 [53.0, 53.0]	40.0 [40.0, 40.0]	39.0 [39.0, 39.0]	32.0 [32.0, 32.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	42.0 [42.0, 42.0]	41.0 [41.0, 41.0]	43.0 [25.0, 74.0]
education
8th grade or less	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	2 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 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(0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	1 (100%)	0 (0%)	0 (0%)	0 (0%)	0 (0%)	1 (100%)	1 (100%)	762 (48.7%)
smokeintensity
Mean (SD)	40.0 (NA)	25.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	12.0 (NA)	40.0 (NA)	10.0 (NA)	5.00 (NA)	10.0 (NA)	4.00 (NA)	6.00 (NA)	20.0 (NA)	10.0 (NA)	5.00 (NA)	40.0 (NA)	5.00 (NA)	10.0 (NA)	10.0 (NA)	10.0 (NA)	32.0 (NA)	20.0 (NA)	5.00 (NA)	3.00 (NA)	20.0 (NA)	20.0 (NA)	25.0 (NA)	20.0 (NA)	20.0 (NA)	25.0 (NA)	2.00 (NA)	8.00 (NA)	20.0 (NA)	17.0 (NA)	12.0 (NA)	35.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	10.0 (NA)	4.00 (NA)	20.0 (NA)	7.00 (4.24)	4.00 (NA)	18.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	25.0 (NA)	40.0 (NA)	20.0 (NA)	35.0 (NA)	5.00 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	6.00 (NA)	20.0 (NA)	2.00 (NA)	20.0 (NA)	25.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	4.00 (NA)	40.0 (NA)	10.0 (NA)	16.0 (NA)	20.0 (NA)	40.0 (NA)	15.0 (NA)	40.0 (NA)	20.0 (NA)	40.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	50.0 (NA)	30.0 (NA)	30.0 (NA)	10.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	10.0 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	5.00 (NA)	60.0 (NA)	5.00 (NA)	20.0 (NA)	60.0 (NA)	30.0 (NA)	11.0 (NA)	30.0 (NA)	50.0 (NA)	20.0 (NA)	5.00 (NA)	15.0 (NA)	50.0 (NA)	40.0 (NA)	25.0 (NA)	20.0 (NA)	25.0 (NA)	40.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	15.0 (NA)	30.0 (14.1)	30.0 (NA)	10.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	18.0 (NA)	15.0 (NA)	15.0 (NA)	2.00 (NA)	6.00 (NA)	20.0 (NA)	10.0 (NA)	13.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	11.0 (NA)	30.0 (NA)	30.0 (NA)	3.00 (NA)	40.0 (NA)	6.00 (NA)	30.0 (NA)	2.00 (NA)	20.0 (NA)	20.0 (NA)	18.0 (NA)	2.00 (NA)	4.00 (NA)	20.0 (NA)	20.0 (NA)	7.00 (NA)	30.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	25.0 (7.07)	40.0 (NA)	10.0 (NA)	30.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	50.0 (NA)	8.00 (NA)	2.00 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	50.0 (NA)	50.0 (NA)	3.00 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	4.00 (NA)	46.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	6.00 (NA)	30.0 (NA)	6.00 (NA)	13.0 (NA)	10.0 (NA)	10.0 (NA)	15.0 (NA)	10.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	15.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	2.00 (NA)	20.0 (NA)	12.5 (3.54)	40.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	8.00 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	10.5 (13.4)	20.0 (NA)	20.0 (NA)	30.0 (NA)	1.00 (NA)	10.0 (NA)	50.0 (NA)	25.0 (NA)	10.0 (NA)	15.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	4.00 (NA)	15.0 (NA)	20.0 (NA)	4.00 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	1.00 (NA)	3.00 (NA)	10.0 (NA)	10.0 (NA)	10.0 (NA)	2.00 (NA)	40.0 (NA)	4.00 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	1.00 (NA)	6.00 (NA)	20.0 (NA)	20.0 (NA)	5.50 (6.36)	5.00 (NA)	12.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	2.00 (NA)	40.0 (NA)	6.00 (NA)	20.0 (NA)	20.0 (NA)	25.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	7.00 (NA)	40.0 (NA)	20.0 (NA)	25.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	6.00 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	6.00 (5.66)	10.0 (NA)	2.00 (NA)	20.0 (NA)	15.0 (NA)	25.0 (NA)	20.0 (NA)	5.50 (6.36)	30.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	22.5 (3.54)	30.0 (NA)	35.0 (NA)	30.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	8.00 (NA)	20.0 (NA)	2.00 (NA)	14.0 (NA)	20.0 (NA)	16.0 (NA)	10.0 (NA)	40.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	17.5 (3.54)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	40.0 (NA)	6.00 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	6.00 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	8.00 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (0)	15.0 (NA)	15.0 (7.07)	20.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	6.00 (NA)	60.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	10.0 (NA)	25.0 (7.07)	30.0 (NA)	2.00 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	18.0 (NA)	40.0 (NA)	30.0 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (21.2)	10.0 (NA)	5.00 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	16.0 (NA)	18.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	10.0 (NA)	10.0 (NA)	30.0 (NA)	40.0 (NA)	12.0 (NA)	12.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	14.0 (NA)	20.0 (NA)	30.0 (NA)	30.0 (NA)	40.0 (NA)	10.5 (13.4)	30.0 (NA)	20.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	3.00 (NA)	40.0 (NA)	10.0 (NA)	40.0 (NA)	40.0 (NA)	32.5 (17.7)	20.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	40.0 (NA)	30.0 (NA)	5.00 (NA)	25.0 (NA)	20.0 (NA)	10.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	17.0 (NA)	4.00 (NA)	20.0 (NA)	14.0 (NA)	22.0 (11.3)	20.0 (NA)	5.00 (NA)	40.0 (NA)	40.0 (NA)	17.5 (3.54)	6.00 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	12.0 (NA)	2.00 (NA)	3.00 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	1.00 (NA)	20.0 (NA)	15.0 (7.07)	20.0 (NA)	20.0 (NA)	50.0 (NA)	10.0 (NA)	20.0 (NA)	30.0 (NA)	15.0 (NA)	5.00 (NA)	12.0 (NA)	18.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	30.0 (NA)	8.00 (NA)	40.0 (28.3)	6.00 (5.66)	10.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	15.0 (NA)	40.0 (NA)	10.0 (NA)	2.00 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	2.00 (NA)	20.0 (NA)	30.0 (NA)	30.0 (NA)	36.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	2.00 (NA)	40.0 (NA)	12.0 (NA)	40.0 (NA)	20.0 (NA)	14.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	4.00 (NA)	20.0 (NA)	8.00 (NA)	15.0 (NA)	20.0 (NA)	2.00 (NA)	1.00 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	45.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	25.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	60.0 (NA)	40.0 (NA)	5.00 (NA)	20.0 (NA)	15.0 (7.07)	40.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	35.0 (21.2)	20.0 (0)	40.0 (NA)	55.0 (7.07)	40.0 (NA)	30.0 (NA)	1.00 (NA)	30.0 (NA)	10.0 (NA)	25.0 (21.2)	40.0 (NA)	10.0 (NA)	15.0 (NA)	2.00 (NA)	20.0 (NA)	20.0 (NA)	12.0 (NA)	20.0 (NA)	22.5 (10.6)	1.00 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	15.0 (NA)	40.0 (NA)	30.0 (NA)	30.0 (NA)	10.0 (NA)	4.00 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	25.0 (NA)	8.00 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	5.00 (NA)	15.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	45.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	6.00 (NA)	15.0 (7.07)	3.00 (NA)	40.0 (NA)	8.00 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	18.0 (NA)	10.0 (NA)	20.0 (NA)	4.00 (NA)	25.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	30.0 (NA)	4.00 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	7.00 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	7.00 (NA)	40.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	10.0 (NA)	12.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	7.00 (NA)	20.0 (NA)	25.0 (NA)	20.0 (NA)	3.00 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	15.0 (NA)	10.0 (NA)	40.0 (NA)	40.0 (NA)	8.00 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	5.00 (NA)	10.0 (NA)	6.00 (NA)	20.0 (NA)	24.0 (NA)	8.00 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	12.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	12.0 (NA)	10.0 (NA)	30.0 (NA)	60.0 (NA)	20.0 (NA)	4.00 (NA)	40.0 (NA)	21.5 (26.2)	30.0 (NA)	3.00 (NA)	30.0 (NA)	3.00 (NA)	20.0 (NA)	45.0 (NA)	30.0 (NA)	4.00 (NA)	15.0 (NA)	20.0 (NA)	40.0 (NA)	25.0 (NA)	40.0 (NA)	20.0 (NA)	15.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	35.0 (NA)	12.0 (NA)	30.0 (NA)	20.0 (NA)	6.00 (NA)	15.0 (NA)	20.0 (NA)	8.00 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	8.00 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	2.00 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	25.0 (7.07)	1.00 (NA)	20.0 (NA)	20.0 (NA)	25.0 (7.07)	20.0 (NA)	40.0 (NA)	2.00 (NA)	8.00 (NA)	20.0 (NA)	9.00 (8.49)	20.0 (NA)	2.00 (NA)	5.00 (NA)	30.0 (NA)	20.0 (NA)	5.00 (NA)	21.3 (18.0)	30.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	12.5 (10.6)	20.0 (NA)	10.0 (NA)	50.0 (NA)	1.00 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	9.00 (NA)	60.0 (NA)	15.0 (NA)	40.0 (NA)	15.0 (NA)	4.00 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	10.0 (NA)	5.00 (NA)	40.0 (NA)	10.0 (NA)	40.0 (NA)	40.0 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	18.0 (NA)	10.0 (NA)	9.00 (NA)	5.00 (NA)	25.0 (NA)	20.0 (NA)	13.5 (2.12)	15.0 (NA)	10.0 (NA)	25.0 (7.07)	20.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	15.0 (NA)	4.00 (NA)	30.0 (NA)	7.00 (NA)	20.0 (NA)	25.0 (NA)	12.0 (0)	30.0 (NA)	30.0 (NA)	15.0 (NA)	50.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	12.0 (NA)	10.0 (NA)	12.0 (NA)	20.0 (NA)	12.0 (NA)	40.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	10.0 (NA)	40.0 (NA)	2.00 (NA)	3.00 (NA)	3.00 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (0)	2.00 (NA)	40.0 (NA)	25.0 (NA)	13.0 (NA)	55.0 (NA)	30.0 (NA)	45.0 (NA)	40.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	7.00 (NA)	25.0 (NA)	40.0 (NA)	10.0 (NA)	25.0 (NA)	50.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	50.0 (NA)	10.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	15.0 (7.07)	20.0 (NA)	10.0 (NA)	20.0 (NA)	40.0 (NA)	30.0 (NA)	15.0 (7.07)	30.0 (NA)	20.0 (NA)	30.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (7.07)	20.0 (NA)	20.0 (NA)	10.0 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	30.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	5.00 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (0)	15.0 (NA)	3.00 (NA)	20.0 (NA)	8.00 (NA)	30.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (0)	20.0 (NA)	10.5 (2.12)	15.0 (NA)	40.0 (NA)	1.00 (NA)	10.0 (NA)	30.0 (NA)	15.0 (NA)	20.0 (0)	40.0 (NA)	8.00 (NA)	15.0 (NA)	20.0 (NA)	10.0 (NA)	40.0 (NA)	30.0 (NA)	10.0 (NA)	8.00 (NA)	26.0 (NA)	50.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	10.0 (NA)	19.0 (NA)	20.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	12.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	15.0 (7.07)	30.0 (NA)	15.0 (NA)	15.0 (NA)	50.0 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	20.0 (NA)	40.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	2.00 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	10.0 (NA)	25.0 (NA)	13.0 (NA)	20.0 (NA)	2.00 (NA)	30.0 (NA)	20.0 (NA)	10.0 (NA)	6.00 (NA)	25.0 (NA)	45.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	25.0 (NA)	50.0 (14.1)	50.0 (NA)	10.0 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	1.00 (NA)	1.00 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	13.0 (17.0)	10.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	3.00 (NA)	20.0 (NA)	1.00 (NA)	20.0 (NA)	15.0 (NA)	15.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	5.00 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	18.0 (24.0)	5.00 (NA)	20.0 (NA)	1.00 (NA)	60.0 (NA)	40.0 (NA)	5.00 (NA)	10.0 (NA)	11.0 (NA)	20.0 (NA)	5.00 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	35.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	30.0 (NA)	8.00 (NA)	20.0 (NA)	35.0 (NA)	20.0 (0)	5.00 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	50.0 (NA)	20.0 (NA)	10.0 (NA)	25.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	15.0 (NA)	40.0 (NA)	30.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (14.1)	20.0 (0)	20.0 (NA)	50.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	1.00 (NA)	30.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	30.0 (NA)	25.0 (NA)	10.0 (NA)	30.0 (NA)	5.00 (NA)	10.0 (NA)	30.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	5.00 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	16.0 (NA)	20.0 (NA)	15.0 (NA)	2.00 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	4.00 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	2.00 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	20.0 (NA)	35.0 (NA)	40.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	60.0 (NA)	25.0 (NA)	60.0 (NA)	7.00 (NA)	3.00 (NA)	20.0 (NA)	2.00 (NA)	15.0 (NA)	20.0 (NA)	30.0 (NA)	15.0 (7.07)	40.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	17.5 (3.54)	50.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	40.0 (NA)	10.0 (NA)	10.0 (NA)	20.0 (NA)	10.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	12.0 (NA)	25.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	1.00 (NA)	35.0 (NA)	6.00 (NA)	30.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	10.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	15.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	2.00 (NA)	15.0 (NA)	30.0 (NA)	30.0 (NA)	15.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	8.00 (NA)	20.0 (NA)	6.00 (NA)	20.0 (NA)	60.0 (NA)	10.0 (NA)	12.0 (NA)	20.0 (NA)	45.0 (NA)	6.00 (NA)	30.0 (NA)	40.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	25.0 (NA)	10.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	4.00 (NA)	40.0 (NA)	7.00 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	20.0 (NA)	10.0 (NA)	4.00 (NA)	30.0 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	3.00 (NA)	6.00 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	22.0 (NA)	15.0 (NA)	20.0 (NA)	10.0 (NA)	7.00 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	6.00 (NA)	10.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	50.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	40.0 (NA)	40.0 (NA)	17.0 (NA)	30.0 (NA)	40.0 (NA)	15.0 (NA)	20.0 (NA)	1.00 (NA)	20.0 (NA)	9.00 (NA)	25.0 (NA)	20.0 (NA)	20.0 (NA)	35.0 (NA)	10.0 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	11.0 (12.7)	30.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	15.0 (NA)	10.0 (NA)	5.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	40.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	30.0 (NA)	2.00 (NA)	5.00 (NA)	6.00 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	16.0 (NA)	30.0 (NA)	10.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	10.0 (NA)	2.00 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	3.00 (NA)	25.0 (NA)	40.0 (NA)	40.0 (NA)	5.00 (NA)	5.00 (NA)	10.0 (NA)	13.0 (NA)	30.0 (NA)	15.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	3.00 (NA)	2.00 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	15.0 (NA)	20.0 (NA)	30.0 (NA)	30.0 (NA)	40.0 (NA)	20.0 (NA)	28.0 (NA)	40.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	80.0 (NA)	25.0 (NA)	20.0 (NA)	1.00 (NA)	15.0 (NA)	30.0 (NA)	30.0 (NA)	12.0 (NA)	10.0 (NA)	40.0 (NA)	30.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	20.0 (NA)	5.00 (NA)	20.0 (NA)	4.00 (NA)	10.0 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	10.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	10.0 (NA)	20.0 (NA)	30.0 (NA)	20.0 (NA)	35.0 (NA)	25.0 (NA)	20.0 (NA)	20.0 (NA)	40.0 (NA)	20.0 (NA)	30.0 (NA)	30.0 (NA)	40.0 (NA)	15.0 (NA)	20.5 (11.8)
Median [Min, Max]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	4.00 [4.00, 4.00]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	5.00 [5.00, 5.00]	40.0 [40.0, 40.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	32.0 [32.0, 32.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	2.00 [2.00, 2.00]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	17.0 [17.0, 17.0]	12.0 [12.0, 12.0]	35.0 [35.0, 35.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	10.0 [10.0, 10.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	7.00 [4.00, 10.0]	4.00 [4.00, 4.00]	18.0 [18.0, 18.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	5.00 [5.00, 5.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	16.0 [16.0, 16.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	50.0 [50.0, 50.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	60.0 [60.0, 60.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	60.0 [60.0, 60.0]	30.0 [30.0, 30.0]	11.0 [11.0, 11.0]	30.0 [30.0, 30.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	15.0 [15.0, 15.0]	50.0 [50.0, 50.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	30.0 [20.0, 40.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	18.0 [18.0, 18.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	2.00 [2.00, 2.00]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	11.0 [11.0, 11.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	3.00 [3.00, 3.00]	40.0 [40.0, 40.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	18.0 [18.0, 18.0]	2.00 [2.00, 2.00]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	7.00 [7.00, 7.00]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [20.0, 30.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	50.0 [50.0, 50.0]	8.00 [8.00, 8.00]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	50.0 [50.0, 50.0]	50.0 [50.0, 50.0]	3.00 [3.00, 3.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	4.00 [4.00, 4.00]	46.0 [46.0, 46.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	6.00 [6.00, 6.00]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	12.5 [10.0, 15.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.5 [1.00, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	1.00 [1.00, 1.00]	10.0 [10.0, 10.0]	50.0 [50.0, 50.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	1.00 [1.00, 1.00]	3.00 [3.00, 3.00]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.50 [1.00, 10.0]	5.00 [5.00, 5.00]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	7.00 [7.00, 7.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	6.00 [2.00, 10.0]	10.0 [10.0, 10.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	5.50 [1.00, 10.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	22.5 [20.0, 25.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	14.0 [14.0, 14.0]	20.0 [20.0, 20.0]	16.0 [16.0, 16.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	17.5 [15.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	6.00 [6.00, 6.00]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	15.0 [10.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	60.0 [60.0, 60.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	25.0 [20.0, 30.0]	30.0 [30.0, 30.0]	2.00 [2.00, 2.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	18.0 [18.0, 18.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [5.00, 35.0]	10.0 [10.0, 10.0]	5.00 [5.00, 5.00]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	16.0 [16.0, 16.0]	18.0 [18.0, 18.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	12.0 [12.0, 12.0]	12.0 [12.0, 12.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	14.0 [14.0, 14.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	10.5 [1.00, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	32.5 [20.0, 45.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	5.00 [5.00, 5.00]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	17.0 [17.0, 17.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	14.0 [14.0, 14.0]	22.0 [14.0, 30.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	17.5 [15.0, 20.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	2.00 [2.00, 2.00]	3.00 [3.00, 3.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	20.0 [20.0, 20.0]	15.0 [10.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	50.0 [50.0, 50.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	5.00 [5.00, 5.00]	12.0 [12.0, 12.0]	18.0 [18.0, 18.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	8.00 [8.00, 8.00]	40.0 [20.0, 60.0]	6.00 [2.00, 10.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	36.0 [36.0, 36.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	12.0 [12.0, 12.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	14.0 [14.0, 14.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	1.00 [1.00, 1.00]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	45.0 [45.0, 45.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	60.0 [60.0, 60.0]	40.0 [40.0, 40.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	15.0 [10.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	35.0 [20.0, 50.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	55.0 [50.0, 60.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	1.00 [1.00, 1.00]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	25.0 [10.0, 40.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	22.5 [15.0, 30.0]	1.00 [1.00, 1.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	45.0 [45.0, 45.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	15.0 [10.0, 20.0]	3.00 [3.00, 3.00]	40.0 [40.0, 40.0]	8.00 [8.00, 8.00]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	18.0 [18.0, 18.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	4.00 [4.00, 4.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	7.00 [7.00, 7.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	7.00 [7.00, 7.00]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	7.00 [7.00, 7.00]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	8.00 [8.00, 8.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	24.0 [24.0, 24.0]	8.00 [8.00, 8.00]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	12.0 [12.0, 12.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	60.0 [60.0, 60.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	21.5 [3.00, 40.0]	30.0 [30.0, 30.0]	3.00 [3.00, 3.00]	30.0 [30.0, 30.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	45.0 [45.0, 45.0]	30.0 [30.0, 30.0]	4.00 [4.00, 4.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	12.0 [12.0, 12.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	8.00 [8.00, 8.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	2.00 [2.00, 2.00]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	25.0 [20.0, 30.0]	1.00 [1.00, 1.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [20.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	2.00 [2.00, 2.00]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	9.00 [3.00, 15.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	5.00 [5.00, 5.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [4.00, 40.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	12.5 [5.00, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	50.0 [50.0, 50.0]	1.00 [1.00, 1.00]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	9.00 [9.00, 9.00]	60.0 [60.0, 60.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	5.00 [5.00, 5.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	18.0 [18.0, 18.0]	10.0 [10.0, 10.0]	9.00 [9.00, 9.00]	5.00 [5.00, 5.00]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	13.5 [12.0, 15.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	25.0 [20.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	4.00 [4.00, 4.00]	30.0 [30.0, 30.0]	7.00 [7.00, 7.00]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	12.0 [12.0, 12.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	50.0 [50.0, 50.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	10.0 [10.0, 10.0]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	2.00 [2.00, 2.00]	3.00 [3.00, 3.00]	3.00 [3.00, 3.00]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	13.0 [13.0, 13.0]	55.0 [55.0, 55.0]	30.0 [30.0, 30.0]	45.0 [45.0, 45.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	7.00 [7.00, 7.00]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	25.0 [25.0, 25.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	50.0 [50.0, 50.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	15.0 [10.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	15.0 [10.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [10.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.5 [9.00, 12.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	1.00 [1.00, 1.00]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	8.00 [8.00, 8.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	8.00 [8.00, 8.00]	26.0 [26.0, 26.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	19.0 [19.0, 19.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [10.0, 20.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	25.0 [25.0, 25.0]	13.0 [13.0, 13.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	6.00 [6.00, 6.00]	25.0 [25.0, 25.0]	45.0 [45.0, 45.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	25.0 [25.0, 25.0]	50.0 [40.0, 60.0]	50.0 [50.0, 50.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	1.00 [1.00, 1.00]	1.00 [1.00, 1.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	13.0 [1.00, 25.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	18.0 [1.00, 35.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	60.0 [60.0, 60.0]	40.0 [40.0, 40.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	11.0 [11.0, 11.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	25.0 [25.0, 25.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [10.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	50.0 [50.0, 50.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	16.0 [16.0, 16.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	60.0 [60.0, 60.0]	25.0 [25.0, 25.0]	60.0 [60.0, 60.0]	7.00 [7.00, 7.00]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	15.0 [10.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	17.5 [15.0, 20.0]	50.0 [50.0, 50.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	12.0 [12.0, 12.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	35.0 [35.0, 35.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	2.00 [2.00, 2.00]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	8.00 [8.00, 8.00]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	60.0 [60.0, 60.0]	10.0 [10.0, 10.0]	12.0 [12.0, 12.0]	20.0 [20.0, 20.0]	45.0 [45.0, 45.0]	6.00 [6.00, 6.00]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	7.00 [7.00, 7.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	4.00 [4.00, 4.00]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	6.00 [6.00, 6.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	22.0 [22.0, 22.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	7.00 [7.00, 7.00]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	6.00 [6.00, 6.00]	10.0 [10.0, 10.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	50.0 [50.0, 50.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	17.0 [17.0, 17.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	20.0 [20.0, 20.0]	9.00 [9.00, 9.00]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	11.0 [2.00, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	2.00 [2.00, 2.00]	5.00 [5.00, 5.00]	6.00 [6.00, 6.00]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	16.0 [16.0, 16.0]	30.0 [30.0, 30.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	5.00 [5.00, 5.00]	5.00 [5.00, 5.00]	10.0 [10.0, 10.0]	13.0 [13.0, 13.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	3.00 [3.00, 3.00]	2.00 [2.00, 2.00]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	28.0 [28.0, 28.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	80.0 [80.0, 80.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	1.00 [1.00, 1.00]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	12.0 [12.0, 12.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	20.0 [20.0, 20.0]	4.00 [4.00, 4.00]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	20.0 [20.0, 20.0]	20.0 [20.0, 20.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	15.0 [15.0, 15.0]	20.0 [1.00, 80.0]
smokeyrs
Mean (SD)	29.0 (NA)	46.0 (NA)	4.00 (NA)	38.0 (NA)	40.0 (NA)	20.0 (NA)	49.0 (NA)	31.0 (NA)	44.0 (NA)	12.0 (NA)	7.00 (NA)	24.0 (NA)	45.0 (NA)	8.00 (NA)	14.0 (NA)	41.0 (NA)	32.0 (NA)	27.0 (NA)	44.0 (NA)	35.0 (NA)	54.0 (NA)	28.0 (NA)	8.00 (NA)	37.0 (NA)	22.0 (NA)	24.0 (NA)	33.0 (NA)	27.0 (NA)	13.0 (NA)	40.0 (NA)	40.0 (NA)	33.0 (NA)	15.0 (NA)	54.0 (NA)	19.0 (NA)	7.00 (NA)	33.0 (NA)	34.0 (NA)	18.0 (NA)	25.0 (NA)	15.0 (NA)	13.0 (NA)	35.0 (NA)	54.5 (4.95)	60.0 (NA)	37.0 (NA)	32.0 (NA)	2.00 (NA)	40.0 (NA)	64.0 (NA)	43.0 (NA)	40.0 (NA)	32.0 (NA)	15.0 (NA)	15.0 (NA)	28.0 (NA)	24.0 (NA)	1.00 (NA)	21.0 (NA)	30.0 (NA)	35.0 (NA)	24.0 (NA)	28.0 (NA)	14.0 (NA)	56.0 (NA)	6.00 (NA)	51.0 (NA)	12.0 (NA)	38.0 (NA)	28.0 (NA)	29.0 (NA)	42.0 (NA)	28.0 (NA)	53.0 (NA)	9.00 (NA)	4.00 (NA)	49.0 (NA)	33.0 (NA)	29.0 (NA)	13.0 (NA)	30.0 (NA)	16.0 (NA)	42.0 (NA)	40.0 (NA)	42.0 (NA)	27.0 (NA)	20.0 (NA)	42.0 (NA)	15.0 (NA)	36.0 (NA)	28.0 (NA)	29.0 (NA)	11.0 (NA)	35.0 (NA)	13.0 (NA)	28.0 (NA)	11.0 (NA)	47.0 (NA)	33.0 (NA)	12.0 (NA)	25.0 (NA)	8.00 (NA)	38.0 (NA)	26.0 (NA)	14.0 (NA)	58.0 (NA)	10.0 (NA)	26.0 (NA)	29.0 (NA)	28.0 (NA)	40.0 (NA)	21.0 (NA)	22.0 (NA)	48.0 (NA)	46.0 (NA)	15.0 (NA)	14.0 (NA)	48.0 (NA)	39.0 (NA)	40.0 (NA)	30.0 (NA)	15.0 (NA)	17.0 (NA)	43.0 (NA)	9.00 (NA)	54.0 (NA)	42.0 (NA)	42.0 (NA)	32.0 (NA)	29.0 (NA)	31.0 (NA)	19.0 (NA)	25.0 (NA)	27.0 (NA)	33.5 (7.78)	11.0 (NA)	23.0 (NA)	31.0 (NA)	40.0 (NA)	43.0 (NA)	22.0 (NA)	39.0 (NA)	12.0 (NA)	15.0 (NA)	36.0 (NA)	14.0 (NA)	32.0 (NA)	16.0 (NA)	41.0 (NA)	19.0 (NA)	16.0 (NA)	10.0 (NA)	56.0 (NA)	35.0 (NA)	30.0 (NA)	12.0 (NA)	10.0 (NA)	40.0 (NA)	20.0 (NA)	16.0 (NA)	36.0 (NA)	37.0 (NA)	21.0 (NA)	32.0 (NA)	13.0 (NA)	43.0 (NA)	37.0 (NA)	25.0 (NA)	48.0 (NA)	30.0 (NA)	15.0 (NA)	13.0 (NA)	16.0 (NA)	35.0 (NA)	32.0 (NA)	25.0 (NA)	10.0 (NA)	7.00 (NA)	5.00 (NA)	30.5 (13.4)	10.0 (NA)	38.0 (NA)	26.0 (NA)	38.0 (NA)	39.0 (NA)	16.0 (NA)	17.0 (NA)	32.0 (NA)	34.0 (NA)	10.0 (NA)	9.00 (NA)	15.0 (NA)	35.0 (NA)	32.0 (NA)	11.0 (NA)	9.00 (NA)	15.0 (NA)	30.0 (NA)	39.0 (NA)	30.0 (NA)	17.0 (NA)	19.0 (NA)	35.0 (NA)	32.0 (NA)	26.0 (NA)	10.0 (NA)	16.0 (NA)	26.0 (NA)	48.0 (NA)	33.0 (NA)	38.0 (NA)	40.0 (NA)	50.0 (NA)	45.0 (NA)	7.00 (NA)	10.0 (NA)	39.0 (NA)	16.0 (NA)	55.0 (NA)	21.0 (NA)	27.0 (NA)	8.00 (NA)	26.5 (19.1)	45.0 (NA)	39.0 (NA)	34.0 (NA)	38.0 (NA)	27.0 (NA)	37.0 (NA)	51.0 (NA)	21.0 (NA)	24.0 (1.41)	7.00 (NA)	23.0 (NA)	8.00 (NA)	32.0 (NA)	52.0 (NA)	46.0 (NA)	50.0 (NA)	40.0 (NA)	9.00 (NA)	41.0 (NA)	30.0 (NA)	31.0 (NA)	40.0 (NA)	42.0 (NA)	34.0 (NA)	11.0 (NA)	13.0 (NA)	26.0 (NA)	24.0 (NA)	29.0 (NA)	15.0 (NA)	8.00 (NA)	34.0 (NA)	34.0 (NA)	32.0 (NA)	52.0 (NA)	23.0 (NA)	40.0 (NA)	19.0 (NA)	27.0 (NA)	28.0 (NA)	11.0 (NA)	27.0 (NA)	35.0 (NA)	26.0 (NA)	11.0 (NA)	19.0 (NA)	53.0 (NA)	14.0 (NA)	45.0 (NA)	43.0 (NA)	11.0 (1.41)	22.0 (NA)	32.0 (NA)	30.0 (NA)	21.0 (NA)	41.0 (NA)	24.0 (NA)	26.0 (NA)	26.0 (NA)	18.0 (NA)	12.0 (NA)	16.0 (NA)	22.0 (NA)	30.0 (NA)	40.0 (NA)	25.0 (NA)	26.0 (NA)	20.0 (NA)	14.0 (NA)	48.0 (NA)	31.0 (NA)	13.0 (NA)	43.0 (NA)	15.0 (NA)	40.0 (NA)	39.0 (NA)	42.0 (NA)	30.0 (NA)	37.0 (NA)	25.0 (NA)	39.0 (NA)	35.0 (NA)	38.0 (NA)	44.0 (NA)	51.0 (NA)	8.00 (NA)	16.0 (NA)	26.0 (NA)	25.0 (7.07)	43.0 (NA)	41.0 (NA)	42.0 (NA)	41.0 (NA)	36.0 (NA)	45.0 (NA)	12.5 (7.78)	14.0 (NA)	26.0 (NA)	32.0 (NA)	38.0 (NA)	6.00 (NA)	32.0 (NA)	22.0 (9.90)	30.0 (NA)	25.0 (NA)	23.0 (NA)	36.0 (NA)	18.0 (NA)	50.0 (NA)	11.0 (NA)	54.0 (NA)	53.0 (NA)	22.0 (NA)	30.0 (NA)	26.0 (NA)	29.0 (NA)	38.0 (NA)	18.0 (NA)	11.0 (NA)	41.0 (NA)	15.0 (NA)	24.0 (NA)	37.0 (NA)	20.0 (NA)	33.0 (24.0)	29.0 (NA)	38.0 (NA)	35.0 (NA)	20.0 (NA)	48.0 (NA)	14.0 (NA)	52.0 (NA)	39.0 (NA)	27.0 (NA)	34.0 (NA)	51.0 (NA)	20.0 (NA)	32.0 (NA)	25.0 (NA)	10.0 (NA)	41.0 (NA)	33.0 (NA)	8.00 (NA)	11.0 (NA)	32.0 (NA)	8.00 (NA)	17.0 (NA)	26.0 (NA)	16.0 (NA)	35.0 (NA)	39.0 (NA)	27.5 (19.1)	32.0 (NA)	44.0 (5.66)	8.00 (NA)	14.0 (NA)	8.00 (NA)	58.0 (NA)	46.0 (NA)	57.0 (NA)	33.0 (NA)	39.0 (NA)	23.0 (NA)	52.0 (NA)	29.0 (NA)	32.0 (NA)	27.0 (NA)	31.0 (NA)	33.0 (NA)	35.0 (NA)	56.0 (NA)	30.5 (3.54)	6.00 (NA)	34.0 (NA)	23.0 (NA)	8.00 (NA)	8.00 (NA)	15.0 (NA)	15.0 (NA)	8.00 (NA)	9.00 (NA)	12.0 (NA)	33.0 (NA)	25.0 (NA)	13.0 (NA)	19.0 (NA)	35.0 (NA)	36.0 (NA)	28.0 (NA)	25.0 (NA)	7.00 (NA)	39.0 (NA)	32.0 (NA)	27.0 (NA)	7.00 (NA)	14.5 (19.1)	41.0 (NA)	44.0 (NA)	15.0 (NA)	41.0 (NA)	55.0 (NA)	31.0 (NA)	47.0 (NA)	22.0 (NA)	26.0 (NA)	32.0 (NA)	21.0 (NA)	47.0 (NA)	13.0 (NA)	15.0 (NA)	22.0 (NA)	23.0 (NA)	30.0 (NA)	35.0 (NA)	16.0 (NA)	22.0 (NA)	36.0 (NA)	18.0 (NA)	26.0 (NA)	47.0 (NA)	46.0 (NA)	36.0 (NA)	26.0 (NA)	17.0 (NA)	25.0 (11.3)	29.0 (NA)	37.0 (NA)	25.0 (NA)	29.0 (NA)	18.0 (NA)	30.0 (NA)	30.0 (NA)	23.0 (NA)	15.0 (NA)	32.0 (NA)	19.0 (7.07)	16.0 (NA)	21.0 (NA)	24.0 (NA)	39.0 (NA)	50.0 (NA)	18.0 (NA)	47.0 (NA)	31.0 (NA)	14.0 (NA)	21.0 (NA)	42.0 (NA)	20.0 (NA)	24.0 (NA)	23.0 (NA)	44.0 (NA)	8.00 (NA)	24.0 (NA)	6.00 (NA)	24.5 (17.7)	30.0 (NA)	16.0 (NA)	31.0 (NA)	21.0 (NA)	26.0 (14.1)	21.0 (NA)	17.0 (NA)	34.0 (NA)	29.0 (NA)	50.0 (NA)	5.00 (NA)	21.0 (NA)	23.0 (NA)	16.0 (NA)	37.0 (NA)	6.00 (NA)	31.0 (NA)	36.0 (7.07)	17.0 (NA)	30.0 (NA)	17.0 (NA)	38.0 (NA)	11.0 (NA)	34.0 (NA)	9.00 (NA)	16.0 (NA)	18.0 (NA)	16.0 (NA)	21.0 (NA)	33.0 (NA)	4.00 (NA)	19.0 (NA)	34.0 (NA)	26.0 (NA)	28.0 (8.49)	26.0 (24.0)	10.0 (NA)	33.0 (NA)	32.0 (NA)	15.0 (NA)	7.00 (NA)	38.0 (NA)	20.0 (NA)	15.0 (NA)	33.0 (NA)	22.0 (NA)	3.00 (NA)	43.0 (NA)	35.0 (NA)	10.0 (NA)	15.0 (NA)	18.0 (NA)	30.0 (NA)	35.0 (NA)	13.0 (NA)	29.0 (NA)	29.0 (NA)	2.00 (NA)	15.0 (NA)	33.0 (NA)	44.0 (NA)	37.0 (NA)	37.0 (NA)	13.0 (NA)	31.0 (NA)	23.0 (NA)	28.0 (NA)	35.0 (NA)	30.0 (NA)	35.0 (NA)	11.0 (NA)	19.0 (NA)	18.0 (NA)	21.0 (NA)	2.00 (NA)	15.0 (NA)	18.0 (NA)	30.0 (NA)	17.0 (NA)	20.0 (NA)	16.0 (NA)	28.0 (NA)	21.0 (NA)	11.0 (NA)	27.0 (NA)	30.0 (NA)	23.0 (NA)	48.0 (NA)	22.0 (NA)	9.00 (NA)	21.0 (NA)	15.0 (NA)	30.0 (NA)	19.0 (NA)	18.5 (6.36)	25.0 (NA)	40.0 (NA)	27.0 (NA)	16.0 (NA)	13.0 (NA)	33.0 (NA)	30.0 (15.6)	6.00 (1.41)	34.0 (NA)	33.5 (26.2)	43.0 (NA)	44.0 (NA)	27.0 (NA)	17.0 (NA)	40.0 (NA)	23.0 (0)	43.0 (NA)	15.0 (NA)	39.0 (NA)	22.0 (NA)	9.00 (NA)	19.0 (NA)	35.0 (NA)	25.0 (NA)	18.5 (16.3)	38.0 (NA)	21.0 (NA)	15.0 (NA)	24.0 (NA)	7.00 (NA)	23.0 (NA)	36.0 (NA)	15.0 (NA)	9.00 (NA)	29.0 (NA)	40.0 (NA)	14.0 (NA)	36.0 (NA)	30.0 (NA)	11.0 (NA)	46.0 (NA)	9.00 (NA)	32.0 (NA)	29.0 (NA)	29.0 (NA)	29.0 (NA)	21.0 (NA)	12.0 (NA)	38.0 (NA)	25.0 (NA)	40.0 (NA)	14.0 (NA)	24.0 (NA)	37.0 (NA)	35.0 (NA)	26.0 (NA)	16.0 (NA)	13.0 (NA)	29.0 (NA)	31.0 (NA)	24.0 (NA)	32.0 (NA)	22.0 (24.0)	16.0 (NA)	21.0 (NA)	26.0 (NA)	10.0 (NA)	29.0 (NA)	38.0 (NA)	13.0 (NA)	37.0 (NA)	18.0 (NA)	14.0 (NA)	10.0 (NA)	19.0 (NA)	35.0 (NA)	40.0 (NA)	13.0 (NA)	28.0 (NA)	30.0 (NA)	22.0 (NA)	9.00 (NA)	19.0 (NA)	19.0 (NA)	9.00 (NA)	7.00 (NA)	7.00 (NA)	13.0 (NA)	8.00 (NA)	27.0 (NA)	36.0 (NA)	22.0 (NA)	20.0 (NA)	42.0 (NA)	21.0 (NA)	8.00 (NA)	44.0 (NA)	38.0 (NA)	28.0 (NA)	34.0 (NA)	15.0 (NA)	34.0 (NA)	1.00 (NA)	41.0 (NA)	22.0 (NA)	26.0 (NA)	13.0 (NA)	27.0 (NA)	29.0 (NA)	17.0 (NA)	31.0 (NA)	16.0 (NA)	17.0 (NA)	9.00 (NA)	26.0 (NA)	21.0 (NA)	29.0 (NA)	9.00 (NA)	23.0 (NA)	10.0 (NA)	32.0 (NA)	38.0 (NA)	16.0 (NA)	35.0 (NA)	25.0 (NA)	26.0 (NA)	26.0 (NA)	27.0 (NA)	27.0 (NA)	14.0 (NA)	29.0 (NA)	29.0 (NA)	26.0 (NA)	39.0 (NA)	12.0 (NA)	19.0 (NA)	11.0 (NA)	6.00 (NA)	3.00 (NA)	8.00 (NA)	16.0 (NA)	38.0 (NA)	29.0 (NA)	26.0 (NA)	49.0 (NA)	12.0 (NA)	18.0 (NA)	42.0 (NA)	26.0 (NA)	48.0 (NA)	20.0 (NA)	21.0 (NA)	28.0 (NA)	29.0 (NA)	9.00 (NA)	7.00 (NA)	13.0 (NA)	35.0 (NA)	28.0 (NA)	45.0 (NA)	34.0 (NA)	10.0 (NA)	39.0 (NA)	20.5 (7.78)	18.0 (NA)	12.0 (NA)	7.00 (NA)	16.0 (NA)	27.0 (NA)	29.0 (NA)	33.0 (NA)	35.0 (NA)	14.0 (NA)	12.0 (NA)	9.00 (NA)	10.0 (NA)	27.0 (NA)	16.0 (NA)	13.0 (NA)	22.0 (NA)	23.0 (NA)	44.0 (NA)	30.0 (NA)	24.0 (NA)	17.0 (NA)	50.0 (NA)	22.0 (NA)	8.00 (NA)	21.0 (NA)	13.0 (NA)	10.0 (NA)	26.0 (NA)	30.0 (NA)	12.0 (NA)	32.0 (NA)	32.0 (NA)	30.0 (NA)	13.0 (NA)	32.0 (NA)	28.0 (NA)	19.0 (NA)	31.0 (NA)	45.0 (NA)	38.0 (NA)	11.0 (NA)	45.0 (NA)	43.0 (NA)	30.0 (NA)	20.0 (NA)	27.0 (NA)	32.0 (NA)	19.5 (4.95)	16.0 (NA)	4.00 (NA)	40.0 (NA)	10.5 (2.12)	13.0 (NA)	46.0 (NA)	23.0 (NA)	24.0 (NA)	20.0 (NA)	26.0 (19.8)	5.00 (NA)	34.0 (NA)	10.0 (NA)	10.0 (NA)	37.0 (NA)	25.0 (NA)	27.7 (20.5)	13.0 (NA)	29.0 (NA)	10.0 (NA)	27.0 (NA)	15.0 (NA)	33.0 (5.66)	28.0 (NA)	5.00 (NA)	17.0 (NA)	23.0 (NA)	4.00 (NA)	13.0 (NA)	10.0 (NA)	19.0 (NA)	9.00 (NA)	37.0 (NA)	17.0 (NA)	21.0 (NA)	44.0 (NA)	12.0 (NA)	17.0 (NA)	26.0 (NA)	9.00 (NA)	26.0 (NA)	9.00 (NA)	29.0 (NA)	7.00 (NA)	4.00 (NA)	29.0 (NA)	26.0 (NA)	10.0 (NA)	7.00 (NA)	21.0 (NA)	35.0 (NA)	21.0 (NA)	19.0 (NA)	14.0 (NA)	24.0 (NA)	23.0 (NA)	8.00 (NA)	3.00 (NA)	16.0 (NA)	32.0 (NA)	40.0 (NA)	20.0 (NA)	43.5 (7.78)	37.0 (NA)	16.0 (NA)	20.0 (15.6)	45.0 (NA)	37.0 (NA)	14.0 (NA)	21.0 (NA)	32.0 (NA)	37.0 (NA)	12.0 (NA)	19.0 (NA)	4.00 (NA)	18.0 (NA)	24.0 (NA)	28.0 (NA)	30.0 (NA)	31.0 (NA)	20.0 (NA)	57.0 (NA)	35.0 (NA)	23.0 (NA)	26.0 (NA)	31.0 (NA)	48.0 (NA)	10.0 (NA)	22.0 (9.90)	20.0 (NA)	21.0 (NA)	12.0 (NA)	32.0 (NA)	12.0 (NA)	27.0 (NA)	32.0 (NA)	46.0 (NA)	36.0 (NA)	19.0 (NA)	17.0 (NA)	15.0 (NA)	10.0 (NA)	20.0 (NA)	31.0 (NA)	34.0 (NA)	22.0 (NA)	8.00 (NA)	23.0 (NA)	7.00 (NA)	22.0 (NA)	11.0 (NA)	38.0 (NA)	26.0 (NA)	29.0 (NA)	35.0 (NA)	20.0 (NA)	17.0 (NA)	40.0 (NA)	31.0 (1.41)	33.0 (NA)	21.0 (NA)	32.0 (NA)	40.0 (NA)	14.0 (NA)	10.0 (NA)	33.0 (NA)	19.0 (NA)	22.0 (NA)	18.0 (NA)	28.0 (NA)	35.0 (NA)	41.0 (NA)	22.0 (NA)	21.0 (NA)	5.00 (NA)	34.0 (NA)	27.0 (NA)	14.0 (NA)	21.0 (NA)	37.0 (NA)	27.0 (NA)	34.0 (NA)	21.0 (NA)	30.0 (NA)	17.0 (NA)	5.00 (NA)	35.0 (NA)	26.0 (NA)	15.0 (NA)	27.0 (NA)	17.0 (NA)	33.0 (NA)	12.0 (7.07)	12.0 (NA)	5.00 (NA)	11.0 (NA)	35.0 (NA)	31.0 (NA)	16.0 (8.49)	25.0 (NA)	15.0 (NA)	22.0 (NA)	36.0 (NA)	19.0 (NA)	21.0 (NA)	32.0 (NA)	14.0 (NA)	31.0 (NA)	12.0 (NA)	27.5 (17.7)	27.0 (NA)	20.0 (NA)	14.0 (NA)	24.0 (NA)	20.0 (NA)	5.00 (NA)	42.0 (NA)	35.0 (NA)	46.0 (NA)	14.0 (NA)	20.0 (NA)	42.0 (NA)	22.0 (NA)	16.0 (NA)	46.0 (NA)	16.0 (NA)	30.0 (NA)	33.0 (NA)	32.0 (NA)	35.0 (NA)	25.0 (NA)	36.0 (NA)	12.0 (NA)	11.0 (NA)	33.0 (NA)	30.0 (NA)	19.0 (NA)	36.5 (9.19)	12.0 (NA)	53.0 (NA)	21.0 (NA)	12.0 (NA)	11.0 (NA)	36.0 (NA)	20.0 (NA)	41.0 (NA)	3.00 (NA)	13.5 (2.12)	24.0 (NA)	25.0 (7.07)	47.0 (NA)	22.0 (NA)	15.0 (NA)	17.0 (NA)	27.0 (NA)	7.00 (NA)	30.5 (7.78)	33.0 (NA)	21.0 (NA)	40.0 (NA)	13.0 (NA)	31.0 (NA)	17.0 (NA)	10.0 (NA)	7.00 (NA)	9.00 (NA)	26.0 (NA)	19.0 (NA)	5.00 (NA)	34.0 (NA)	8.00 (NA)	24.0 (NA)	5.00 (NA)	27.0 (NA)	13.0 (NA)	20.0 (NA)	9.00 (NA)	10.0 (NA)	14.0 (NA)	13.0 (NA)	16.0 (NA)	12.0 (NA)	38.0 (NA)	15.0 (4.24)	24.0 (NA)	11.0 (NA)	10.0 (NA)	32.0 (NA)	35.0 (NA)	22.0 (NA)	36.0 (NA)	13.0 (NA)	10.0 (NA)	28.0 (NA)	11.0 (NA)	42.0 (NA)	4.00 (NA)	10.0 (NA)	26.0 (NA)	44.0 (NA)	26.0 (NA)	25.0 (NA)	29.0 (NA)	35.0 (NA)	5.00 (NA)	24.0 (NA)	10.0 (NA)	18.0 (NA)	25.0 (NA)	48.0 (NA)	10.0 (NA)	39.0 (NA)	9.00 (NA)	52.0 (NA)	28.0 (NA)	14.0 (NA)	24.0 (NA)	6.00 (NA)	29.0 (NA)	32.0 (NA)	20.0 (NA)	22.0 (NA)	45.0 (NA)	4.00 (NA)	20.0 (NA)	25.0 (NA)	23.0 (NA)	9.00 (NA)	26.0 (NA)	7.00 (NA)	12.0 (NA)	9.00 (NA)	15.0 (NA)	28.0 (NA)	38.0 (NA)	29.0 (NA)	27.0 (8.49)	15.0 (NA)	36.0 (NA)	31.0 (NA)	13.0 (NA)	40.0 (NA)	24.0 (NA)	25.0 (NA)	25.0 (NA)	6.00 (NA)	21.0 (NA)	24.0 (NA)	8.00 (NA)	24.0 (NA)	21.0 (NA)	33.0 (2.83)	37.0 (NA)	23.0 (NA)	24.0 (NA)	12.0 (NA)	18.0 (NA)	26.0 (NA)	41.0 (NA)	24.0 (NA)	7.00 (NA)	6.00 (NA)	18.0 (NA)	20.0 (NA)	33.0 (NA)	7.00 (NA)	31.0 (NA)	18.0 (NA)	13.0 (NA)	41.0 (NA)	50.0 (NA)	49.0 (NA)	31.0 (NA)	13.0 (NA)	29.0 (NA)	23.0 (NA)	21.0 (NA)	18.0 (NA)	46.0 (NA)	37.0 (NA)	11.0 (NA)	14.0 (NA)	13.0 (NA)	4.00 (NA)	31.0 (NA)	32.0 (NA)	17.0 (NA)	29.5 (2.12)	33.0 (NA)	27.0 (NA)	12.0 (NA)	17.0 (NA)	26.0 (NA)	15.0 (NA)	27.0 (NA)	16.0 (NA)	8.00 (NA)	10.0 (NA)	15.0 (NA)	15.0 (NA)	23.0 (NA)	12.0 (NA)	9.00 (NA)	25.0 (NA)	22.0 (NA)	16.0 (NA)	17.0 (NA)	33.0 (NA)	14.0 (NA)	32.0 (NA)	22.0 (NA)	8.00 (NA)	24.0 (NA)	40.0 (NA)	26.0 (NA)	18.0 (NA)	37.0 (NA)	39.0 (NA)	28.0 (NA)	42.0 (2.83)	20.0 (NA)	32.0 (NA)	19.0 (NA)	49.0 (NA)	21.0 (NA)	11.0 (NA)	45.0 (NA)	4.00 (NA)	29.0 (NA)	26.0 (NA)	41.0 (NA)	21.0 (NA)	32.0 (NA)	14.0 (NA)	15.0 (NA)	14.0 (NA)	22.0 (NA)	37.0 (NA)	25.0 (NA)	38.0 (NA)	21.0 (NA)	24.0 (NA)	19.0 (NA)	14.0 (NA)	18.0 (NA)	14.5 (0.707)	13.0 (7.07)	31.0 (NA)	17.0 (NA)	33.0 (NA)	33.0 (NA)	10.0 (NA)	28.0 (NA)	35.0 (NA)	25.0 (NA)	10.0 (NA)	37.0 (NA)	10.0 (NA)	28.0 (NA)	12.0 (NA)	17.0 (NA)	10.0 (NA)	8.00 (NA)	14.0 (NA)	13.0 (NA)	30.0 (NA)	27.0 (NA)	12.0 (NA)	24.0 (NA)	45.0 (NA)	11.0 (NA)	21.0 (NA)	1.00 (NA)	25.0 (NA)	38.0 (NA)	16.0 (NA)	24.0 (NA)	15.0 (NA)	36.0 (NA)	13.0 (NA)	18.0 (NA)	30.0 (NA)	6.00 (NA)	37.0 (NA)	17.0 (NA)	22.0 (NA)	18.0 (NA)	30.0 (NA)	19.0 (NA)	18.0 (NA)	12.0 (NA)	1.00 (NA)	26.0 (NA)	31.0 (NA)	31.0 (NA)	28.0 (NA)	36.0 (NA)	13.0 (NA)	10.0 (NA)	11.0 (NA)	29.0 (NA)	16.0 (NA)	17.0 (NA)	28.0 (NA)	35.0 (NA)	14.0 (NA)	25.0 (NA)	39.0 (NA)	19.0 (NA)	25.0 (NA)	18.0 (NA)	11.0 (NA)	14.0 (NA)	3.00 (NA)	19.0 (NA)	15.0 (NA)	17.5 (14.8)	34.0 (NA)	10.0 (NA)	14.0 (NA)	17.0 (NA)	27.0 (NA)	18.0 (NA)	37.0 (NA)	9.00 (NA)	25.5 (6.36)	39.0 (NA)	36.0 (NA)	33.0 (NA)	17.0 (NA)	38.0 (NA)	15.0 (NA)	23.0 (NA)	26.0 (NA)	27.0 (NA)	28.0 (NA)	27.0 (NA)	21.0 (NA)	41.0 (NA)	43.0 (NA)	14.0 (NA)	8.00 (NA)	13.0 (NA)	12.0 (NA)	41.0 (NA)	32.0 (NA)	22.0 (NA)	25.0 (NA)	2.00 (NA)	16.0 (NA)	16.0 (NA)	30.0 (NA)	19.0 (NA)	30.0 (NA)	11.0 (NA)	25.0 (NA)	34.0 (NA)	21.0 (NA)	10.0 (NA)	4.00 (NA)	19.0 (NA)	34.0 (NA)	22.0 (NA)	4.00 (NA)	21.0 (NA)	13.0 (NA)	44.0 (NA)	8.00 (NA)	6.00 (NA)	22.0 (NA)	24.0 (NA)	23.0 (NA)	7.00 (NA)	38.0 (NA)	30.0 (NA)	12.0 (NA)	16.0 (NA)	9.00 (NA)	13.0 (NA)	30.0 (NA)	29.0 (NA)	20.0 (NA)	14.0 (NA)	12.0 (NA)	28.0 (NA)	29.0 (NA)	20.0 (NA)	33.0 (NA)	55.0 (NA)	31.0 (NA)	28.0 (NA)	25.0 (NA)	8.00 (NA)	44.0 (NA)	16.0 (NA)	32.0 (NA)	24.0 (NA)	17.0 (NA)	32.0 (NA)	23.0 (NA)	11.0 (NA)	33.0 (NA)	31.0 (NA)	40.0 (NA)	13.0 (NA)	19.0 (NA)	32.0 (NA)	33.0 (NA)	33.0 (NA)	11.0 (NA)	21.0 (NA)	6.00 (NA)	46.0 (NA)	16.0 (NA)	27.0 (NA)	11.0 (NA)	17.0 (NA)	31.0 (NA)	25.0 (NA)	24.0 (NA)	31.0 (NA)	11.0 (NA)	37.0 (NA)	16.0 (NA)	10.0 (NA)	31.0 (NA)	19.0 (NA)	17.0 (NA)	14.0 (NA)	5.00 (NA)	12.0 (NA)	23.0 (NA)	18.0 (NA)	15.0 (NA)	28.0 (NA)	38.0 (NA)	29.0 (NA)	16.0 (NA)	24.0 (NA)	13.0 (NA)	14.0 (NA)	14.0 (NA)	11.0 (NA)	29.0 (NA)	15.0 (NA)	15.0 (NA)	17.0 (NA)	13.0 (NA)	23.0 (NA)	40.0 (NA)	20.0 (NA)	27.0 (NA)	27.0 (NA)	28.0 (NA)	38.0 (NA)	14.0 (7.07)	16.0 (NA)	14.0 (NA)	22.0 (NA)	35.0 (NA)	29.0 (NA)	13.0 (NA)	39.0 (NA)	6.00 (NA)	21.0 (NA)	26.0 (NA)	3.00 (NA)	35.0 (NA)	22.0 (NA)	10.0 (NA)	24.0 (NA)	30.0 (NA)	31.0 (NA)	17.0 (NA)	24.0 (NA)	30.0 (NA)	32.0 (NA)	13.0 (NA)	4.00 (NA)	13.0 (NA)	18.0 (NA)	12.0 (NA)	13.0 (NA)	19.0 (NA)	13.0 (NA)	14.0 (NA)	32.0 (NA)	21.0 (NA)	36.0 (NA)	41.0 (NA)	35.0 (NA)	11.0 (NA)	15.0 (NA)	11.0 (NA)	32.0 (NA)	30.0 (NA)	23.0 (NA)	12.0 (NA)	17.0 (NA)	14.0 (NA)	9.00 (NA)	14.0 (NA)	12.0 (NA)	24.0 (NA)	36.0 (NA)	19.0 (NA)	26.0 (NA)	39.0 (NA)	12.0 (NA)	17.0 (NA)	7.00 (NA)	13.0 (NA)	20.0 (NA)	36.0 (NA)	22.0 (NA)	39.0 (NA)	13.0 (NA)	14.0 (NA)	55.0 (NA)	17.0 (NA)	36.0 (NA)	30.0 (NA)	21.0 (NA)	21.0 (NA)	26.0 (NA)	38.0 (NA)	27.0 (NA)	14.0 (NA)	13.0 (NA)	22.0 (NA)	18.0 (NA)	15.0 (NA)	20.0 (NA)	23.0 (NA)	18.0 (NA)	38.0 (NA)	44.0 (NA)	26.0 (NA)	13.0 (NA)	16.0 (NA)	27.0 (NA)	27.0 (NA)	10.0 (NA)	44.0 (NA)	17.0 (NA)	24.0 (NA)	23.0 (NA)	15.0 (NA)	12.0 (NA)	6.00 (NA)	14.0 (NA)	13.0 (NA)	21.0 (NA)	30.0 (NA)	40.0 (NA)	37.0 (NA)	19.0 (NA)	37.0 (NA)	17.0 (NA)	3.00 (NA)	14.0 (NA)	16.0 (NA)	7.00 (NA)	22.0 (NA)	27.0 (NA)	24.6 (12.0)
Median [Min, Max]	29.0 [29.0, 29.0]	46.0 [46.0, 46.0]	4.00 [4.00, 4.00]	38.0 [38.0, 38.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	49.0 [49.0, 49.0]	31.0 [31.0, 31.0]	44.0 [44.0, 44.0]	12.0 [12.0, 12.0]	7.00 [7.00, 7.00]	24.0 [24.0, 24.0]	45.0 [45.0, 45.0]	8.00 [8.00, 8.00]	14.0 [14.0, 14.0]	41.0 [41.0, 41.0]	32.0 [32.0, 32.0]	27.0 [27.0, 27.0]	44.0 [44.0, 44.0]	35.0 [35.0, 35.0]	54.0 [54.0, 54.0]	28.0 [28.0, 28.0]	8.00 [8.00, 8.00]	37.0 [37.0, 37.0]	22.0 [22.0, 22.0]	24.0 [24.0, 24.0]	33.0 [33.0, 33.0]	27.0 [27.0, 27.0]	13.0 [13.0, 13.0]	40.0 [40.0, 40.0]	40.0 [40.0, 40.0]	33.0 [33.0, 33.0]	15.0 [15.0, 15.0]	54.0 [54.0, 54.0]	19.0 [19.0, 19.0]	7.00 [7.00, 7.00]	33.0 [33.0, 33.0]	34.0 [34.0, 34.0]	18.0 [18.0, 18.0]	25.0 [25.0, 25.0]	15.0 [15.0, 15.0]	13.0 [13.0, 13.0]	35.0 [35.0, 35.0]	54.5 [51.0, 58.0]	60.0 [60.0, 60.0]	37.0 [37.0, 37.0]	32.0 [32.0, 32.0]	2.00 [2.00, 2.00]	40.0 [40.0, 40.0]	64.0 [64.0, 64.0]	43.0 [43.0, 43.0]	40.0 [40.0, 40.0]	32.0 [32.0, 32.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	28.0 [28.0, 28.0]	24.0 [24.0, 24.0]	1.00 [1.00, 1.00]	21.0 [21.0, 21.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	24.0 [24.0, 24.0]	28.0 [28.0, 28.0]	14.0 [14.0, 14.0]	56.0 [56.0, 56.0]	6.00 [6.00, 6.00]	51.0 [51.0, 51.0]	12.0 [12.0, 12.0]	38.0 [38.0, 38.0]	28.0 [28.0, 28.0]	29.0 [29.0, 29.0]	42.0 [42.0, 42.0]	28.0 [28.0, 28.0]	53.0 [53.0, 53.0]	9.00 [9.00, 9.00]	4.00 [4.00, 4.00]	49.0 [49.0, 49.0]	33.0 [33.0, 33.0]	29.0 [29.0, 29.0]	13.0 [13.0, 13.0]	30.0 [30.0, 30.0]	16.0 [16.0, 16.0]	42.0 [42.0, 42.0]	40.0 [40.0, 40.0]	42.0 [42.0, 42.0]	27.0 [27.0, 27.0]	20.0 [20.0, 20.0]	42.0 [42.0, 42.0]	15.0 [15.0, 15.0]	36.0 [36.0, 36.0]	28.0 [28.0, 28.0]	29.0 [29.0, 29.0]	11.0 [11.0, 11.0]	35.0 [35.0, 35.0]	13.0 [13.0, 13.0]	28.0 [28.0, 28.0]	11.0 [11.0, 11.0]	47.0 [47.0, 47.0]	33.0 [33.0, 33.0]	12.0 [12.0, 12.0]	25.0 [25.0, 25.0]	8.00 [8.00, 8.00]	38.0 [38.0, 38.0]	26.0 [26.0, 26.0]	14.0 [14.0, 14.0]	58.0 [58.0, 58.0]	10.0 [10.0, 10.0]	26.0 [26.0, 26.0]	29.0 [29.0, 29.0]	28.0 [28.0, 28.0]	40.0 [40.0, 40.0]	21.0 [21.0, 21.0]	22.0 [22.0, 22.0]	48.0 [48.0, 48.0]	46.0 [46.0, 46.0]	15.0 [15.0, 15.0]	14.0 [14.0, 14.0]	48.0 [48.0, 48.0]	39.0 [39.0, 39.0]	40.0 [40.0, 40.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	17.0 [17.0, 17.0]	43.0 [43.0, 43.0]	9.00 [9.00, 9.00]	54.0 [54.0, 54.0]	42.0 [42.0, 42.0]	42.0 [42.0, 42.0]	32.0 [32.0, 32.0]	29.0 [29.0, 29.0]	31.0 [31.0, 31.0]	19.0 [19.0, 19.0]	25.0 [25.0, 25.0]	27.0 [27.0, 27.0]	33.5 [28.0, 39.0]	11.0 [11.0, 11.0]	23.0 [23.0, 23.0]	31.0 [31.0, 31.0]	40.0 [40.0, 40.0]	43.0 [43.0, 43.0]	22.0 [22.0, 22.0]	39.0 [39.0, 39.0]	12.0 [12.0, 12.0]	15.0 [15.0, 15.0]	36.0 [36.0, 36.0]	14.0 [14.0, 14.0]	32.0 [32.0, 32.0]	16.0 [16.0, 16.0]	41.0 [41.0, 41.0]	19.0 [19.0, 19.0]	16.0 [16.0, 16.0]	10.0 [10.0, 10.0]	56.0 [56.0, 56.0]	35.0 [35.0, 35.0]	30.0 [30.0, 30.0]	12.0 [12.0, 12.0]	10.0 [10.0, 10.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	16.0 [16.0, 16.0]	36.0 [36.0, 36.0]	37.0 [37.0, 37.0]	21.0 [21.0, 21.0]	32.0 [32.0, 32.0]	13.0 [13.0, 13.0]	43.0 [43.0, 43.0]	37.0 [37.0, 37.0]	25.0 [25.0, 25.0]	48.0 [48.0, 48.0]	30.0 [30.0, 30.0]	15.0 [15.0, 15.0]	13.0 [13.0, 13.0]	16.0 [16.0, 16.0]	35.0 [35.0, 35.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	7.00 [7.00, 7.00]	5.00 [5.00, 5.00]	30.5 [21.0, 40.0]	10.0 [10.0, 10.0]	38.0 [38.0, 38.0]	26.0 [26.0, 26.0]	38.0 [38.0, 38.0]	39.0 [39.0, 39.0]	16.0 [16.0, 16.0]	17.0 [17.0, 17.0]	32.0 [32.0, 32.0]	34.0 [34.0, 34.0]	10.0 [10.0, 10.0]	9.00 [9.00, 9.00]	15.0 [15.0, 15.0]	35.0 [35.0, 35.0]	32.0 [32.0, 32.0]	11.0 [11.0, 11.0]	9.00 [9.00, 9.00]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	39.0 [39.0, 39.0]	30.0 [30.0, 30.0]	17.0 [17.0, 17.0]	19.0 [19.0, 19.0]	35.0 [35.0, 35.0]	32.0 [32.0, 32.0]	26.0 [26.0, 26.0]	10.0 [10.0, 10.0]	16.0 [16.0, 16.0]	26.0 [26.0, 26.0]	48.0 [48.0, 48.0]	33.0 [33.0, 33.0]	38.0 [38.0, 38.0]	40.0 [40.0, 40.0]	50.0 [50.0, 50.0]	45.0 [45.0, 45.0]	7.00 [7.00, 7.00]	10.0 [10.0, 10.0]	39.0 [39.0, 39.0]	16.0 [16.0, 16.0]	55.0 [55.0, 55.0]	21.0 [21.0, 21.0]	27.0 [27.0, 27.0]	8.00 [8.00, 8.00]	26.5 [13.0, 40.0]	45.0 [45.0, 45.0]	39.0 [39.0, 39.0]	34.0 [34.0, 34.0]	38.0 [38.0, 38.0]	27.0 [27.0, 27.0]	37.0 [37.0, 37.0]	51.0 [51.0, 51.0]	21.0 [21.0, 21.0]	24.0 [23.0, 25.0]	7.00 [7.00, 7.00]	23.0 [23.0, 23.0]	8.00 [8.00, 8.00]	32.0 [32.0, 32.0]	52.0 [52.0, 52.0]	46.0 [46.0, 46.0]	50.0 [50.0, 50.0]	40.0 [40.0, 40.0]	9.00 [9.00, 9.00]	41.0 [41.0, 41.0]	30.0 [30.0, 30.0]	31.0 [31.0, 31.0]	40.0 [40.0, 40.0]	42.0 [42.0, 42.0]	34.0 [34.0, 34.0]	11.0 [11.0, 11.0]	13.0 [13.0, 13.0]	26.0 [26.0, 26.0]	24.0 [24.0, 24.0]	29.0 [29.0, 29.0]	15.0 [15.0, 15.0]	8.00 [8.00, 8.00]	34.0 [34.0, 34.0]	34.0 [34.0, 34.0]	32.0 [32.0, 32.0]	52.0 [52.0, 52.0]	23.0 [23.0, 23.0]	40.0 [40.0, 40.0]	19.0 [19.0, 19.0]	27.0 [27.0, 27.0]	28.0 [28.0, 28.0]	11.0 [11.0, 11.0]	27.0 [27.0, 27.0]	35.0 [35.0, 35.0]	26.0 [26.0, 26.0]	11.0 [11.0, 11.0]	19.0 [19.0, 19.0]	53.0 [53.0, 53.0]	14.0 [14.0, 14.0]	45.0 [45.0, 45.0]	43.0 [43.0, 43.0]	11.0 [10.0, 12.0]	22.0 [22.0, 22.0]	32.0 [32.0, 32.0]	30.0 [30.0, 30.0]	21.0 [21.0, 21.0]	41.0 [41.0, 41.0]	24.0 [24.0, 24.0]	26.0 [26.0, 26.0]	26.0 [26.0, 26.0]	18.0 [18.0, 18.0]	12.0 [12.0, 12.0]	16.0 [16.0, 16.0]	22.0 [22.0, 22.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	25.0 [25.0, 25.0]	26.0 [26.0, 26.0]	20.0 [20.0, 20.0]	14.0 [14.0, 14.0]	48.0 [48.0, 48.0]	31.0 [31.0, 31.0]	13.0 [13.0, 13.0]	43.0 [43.0, 43.0]	15.0 [15.0, 15.0]	40.0 [40.0, 40.0]	39.0 [39.0, 39.0]	42.0 [42.0, 42.0]	30.0 [30.0, 30.0]	37.0 [37.0, 37.0]	25.0 [25.0, 25.0]	39.0 [39.0, 39.0]	35.0 [35.0, 35.0]	38.0 [38.0, 38.0]	44.0 [44.0, 44.0]	51.0 [51.0, 51.0]	8.00 [8.00, 8.00]	16.0 [16.0, 16.0]	26.0 [26.0, 26.0]	25.0 [20.0, 30.0]	43.0 [43.0, 43.0]	41.0 [41.0, 41.0]	42.0 [42.0, 42.0]	41.0 [41.0, 41.0]	36.0 [36.0, 36.0]	45.0 [45.0, 45.0]	12.5 [7.00, 18.0]	14.0 [14.0, 14.0]	26.0 [26.0, 26.0]	32.0 [32.0, 32.0]	38.0 [38.0, 38.0]	6.00 [6.00, 6.00]	32.0 [32.0, 32.0]	22.0 [15.0, 29.0]	30.0 [30.0, 30.0]	25.0 [25.0, 25.0]	23.0 [23.0, 23.0]	36.0 [36.0, 36.0]	18.0 [18.0, 18.0]	50.0 [50.0, 50.0]	11.0 [11.0, 11.0]	54.0 [54.0, 54.0]	53.0 [53.0, 53.0]	22.0 [22.0, 22.0]	30.0 [30.0, 30.0]	26.0 [26.0, 26.0]	29.0 [29.0, 29.0]	38.0 [38.0, 38.0]	18.0 [18.0, 18.0]	11.0 [11.0, 11.0]	41.0 [41.0, 41.0]	15.0 [15.0, 15.0]	24.0 [24.0, 24.0]	37.0 [37.0, 37.0]	20.0 [20.0, 20.0]	33.0 [16.0, 50.0]	29.0 [29.0, 29.0]	38.0 [38.0, 38.0]	35.0 [35.0, 35.0]	20.0 [20.0, 20.0]	48.0 [48.0, 48.0]	14.0 [14.0, 14.0]	52.0 [52.0, 52.0]	39.0 [39.0, 39.0]	27.0 [27.0, 27.0]	34.0 [34.0, 34.0]	51.0 [51.0, 51.0]	20.0 [20.0, 20.0]	32.0 [32.0, 32.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	41.0 [41.0, 41.0]	33.0 [33.0, 33.0]	8.00 [8.00, 8.00]	11.0 [11.0, 11.0]	32.0 [32.0, 32.0]	8.00 [8.00, 8.00]	17.0 [17.0, 17.0]	26.0 [26.0, 26.0]	16.0 [16.0, 16.0]	35.0 [35.0, 35.0]	39.0 [39.0, 39.0]	27.5 [14.0, 41.0]	32.0 [32.0, 32.0]	44.0 [40.0, 48.0]	8.00 [8.00, 8.00]	14.0 [14.0, 14.0]	8.00 [8.00, 8.00]	58.0 [58.0, 58.0]	46.0 [46.0, 46.0]	57.0 [57.0, 57.0]	33.0 [33.0, 33.0]	39.0 [39.0, 39.0]	23.0 [23.0, 23.0]	52.0 [52.0, 52.0]	29.0 [29.0, 29.0]	32.0 [32.0, 32.0]	27.0 [27.0, 27.0]	31.0 [31.0, 31.0]	33.0 [33.0, 33.0]	35.0 [35.0, 35.0]	56.0 [56.0, 56.0]	30.5 [28.0, 33.0]	6.00 [6.00, 6.00]	34.0 [34.0, 34.0]	23.0 [23.0, 23.0]	8.00 [8.00, 8.00]	8.00 [8.00, 8.00]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	8.00 [8.00, 8.00]	9.00 [9.00, 9.00]	12.0 [12.0, 12.0]	33.0 [33.0, 33.0]	25.0 [25.0, 25.0]	13.0 [13.0, 13.0]	19.0 [19.0, 19.0]	35.0 [35.0, 35.0]	36.0 [36.0, 36.0]	28.0 [28.0, 28.0]	25.0 [25.0, 25.0]	7.00 [7.00, 7.00]	39.0 [39.0, 39.0]	32.0 [32.0, 32.0]	27.0 [27.0, 27.0]	7.00 [7.00, 7.00]	14.5 [1.00, 28.0]	41.0 [41.0, 41.0]	44.0 [44.0, 44.0]	15.0 [15.0, 15.0]	41.0 [41.0, 41.0]	55.0 [55.0, 55.0]	31.0 [31.0, 31.0]	47.0 [47.0, 47.0]	22.0 [22.0, 22.0]	26.0 [26.0, 26.0]	32.0 [32.0, 32.0]	21.0 [21.0, 21.0]	47.0 [47.0, 47.0]	13.0 [13.0, 13.0]	15.0 [15.0, 15.0]	22.0 [22.0, 22.0]	23.0 [23.0, 23.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	16.0 [16.0, 16.0]	22.0 [22.0, 22.0]	36.0 [36.0, 36.0]	18.0 [18.0, 18.0]	26.0 [26.0, 26.0]	47.0 [47.0, 47.0]	46.0 [46.0, 46.0]	36.0 [36.0, 36.0]	26.0 [26.0, 26.0]	17.0 [17.0, 17.0]	25.0 [17.0, 33.0]	29.0 [29.0, 29.0]	37.0 [37.0, 37.0]	25.0 [25.0, 25.0]	29.0 [29.0, 29.0]	18.0 [18.0, 18.0]	30.0 [30.0, 30.0]	30.0 [30.0, 30.0]	23.0 [23.0, 23.0]	15.0 [15.0, 15.0]	32.0 [32.0, 32.0]	19.0 [14.0, 24.0]	16.0 [16.0, 16.0]	21.0 [21.0, 21.0]	24.0 [24.0, 24.0]	39.0 [39.0, 39.0]	50.0 [50.0, 50.0]	18.0 [18.0, 18.0]	47.0 [47.0, 47.0]	31.0 [31.0, 31.0]	14.0 [14.0, 14.0]	21.0 [21.0, 21.0]	42.0 [42.0, 42.0]	20.0 [20.0, 20.0]	24.0 [24.0, 24.0]	23.0 [23.0, 23.0]	44.0 [44.0, 44.0]	8.00 [8.00, 8.00]	24.0 [24.0, 24.0]	6.00 [6.00, 6.00]	24.5 [12.0, 37.0]	30.0 [30.0, 30.0]	16.0 [16.0, 16.0]	31.0 [31.0, 31.0]	21.0 [21.0, 21.0]	26.0 [16.0, 36.0]	21.0 [21.0, 21.0]	17.0 [17.0, 17.0]	34.0 [34.0, 34.0]	29.0 [29.0, 29.0]	50.0 [50.0, 50.0]	5.00 [5.00, 5.00]	21.0 [21.0, 21.0]	23.0 [23.0, 23.0]	16.0 [16.0, 16.0]	37.0 [37.0, 37.0]	6.00 [6.00, 6.00]	31.0 [31.0, 31.0]	36.0 [31.0, 41.0]	17.0 [17.0, 17.0]	30.0 [30.0, 30.0]	17.0 [17.0, 17.0]	38.0 [38.0, 38.0]	11.0 [11.0, 11.0]	34.0 [34.0, 34.0]	9.00 [9.00, 9.00]	16.0 [16.0, 16.0]	18.0 [18.0, 18.0]	16.0 [16.0, 16.0]	21.0 [21.0, 21.0]	33.0 [33.0, 33.0]	4.00 [4.00, 4.00]	19.0 [19.0, 19.0]	34.0 [34.0, 34.0]	26.0 [26.0, 26.0]	28.0 [22.0, 34.0]	26.0 [9.00, 43.0]	10.0 [10.0, 10.0]	33.0 [33.0, 33.0]	32.0 [32.0, 32.0]	15.0 [15.0, 15.0]	7.00 [7.00, 7.00]	38.0 [38.0, 38.0]	20.0 [20.0, 20.0]	15.0 [15.0, 15.0]	33.0 [33.0, 33.0]	22.0 [22.0, 22.0]	3.00 [3.00, 3.00]	43.0 [43.0, 43.0]	35.0 [35.0, 35.0]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	18.0 [18.0, 18.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	13.0 [13.0, 13.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	2.00 [2.00, 2.00]	15.0 [15.0, 15.0]	33.0 [33.0, 33.0]	44.0 [44.0, 44.0]	37.0 [37.0, 37.0]	37.0 [37.0, 37.0]	13.0 [13.0, 13.0]	31.0 [31.0, 31.0]	23.0 [23.0, 23.0]	28.0 [28.0, 28.0]	35.0 [35.0, 35.0]	30.0 [30.0, 30.0]	35.0 [35.0, 35.0]	11.0 [11.0, 11.0]	19.0 [19.0, 19.0]	18.0 [18.0, 18.0]	21.0 [21.0, 21.0]	2.00 [2.00, 2.00]	15.0 [15.0, 15.0]	18.0 [18.0, 18.0]	30.0 [30.0, 30.0]	17.0 [17.0, 17.0]	20.0 [20.0, 20.0]	16.0 [16.0, 16.0]	28.0 [28.0, 28.0]	21.0 [21.0, 21.0]	11.0 [11.0, 11.0]	27.0 [27.0, 27.0]	30.0 [30.0, 30.0]	23.0 [23.0, 23.0]	48.0 [48.0, 48.0]	22.0 [22.0, 22.0]	9.00 [9.00, 9.00]	21.0 [21.0, 21.0]	15.0 [15.0, 15.0]	30.0 [30.0, 30.0]	19.0 [19.0, 19.0]	18.5 [14.0, 23.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	27.0 [27.0, 27.0]	16.0 [16.0, 16.0]	13.0 [13.0, 13.0]	33.0 [33.0, 33.0]	30.0 [19.0, 41.0]	6.00 [5.00, 7.00]	34.0 [34.0, 34.0]	33.5 [15.0, 52.0]	43.0 [43.0, 43.0]	44.0 [44.0, 44.0]	27.0 [27.0, 27.0]	17.0 [17.0, 17.0]	40.0 [40.0, 40.0]	23.0 [23.0, 23.0]	43.0 [43.0, 43.0]	15.0 [15.0, 15.0]	39.0 [39.0, 39.0]	22.0 [22.0, 22.0]	9.00 [9.00, 9.00]	19.0 [19.0, 19.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	18.5 [7.00, 30.0]	38.0 [38.0, 38.0]	21.0 [21.0, 21.0]	15.0 [15.0, 15.0]	24.0 [24.0, 24.0]	7.00 [7.00, 7.00]	23.0 [23.0, 23.0]	36.0 [36.0, 36.0]	15.0 [15.0, 15.0]	9.00 [9.00, 9.00]	29.0 [29.0, 29.0]	40.0 [40.0, 40.0]	14.0 [14.0, 14.0]	36.0 [36.0, 36.0]	30.0 [30.0, 30.0]	11.0 [11.0, 11.0]	46.0 [46.0, 46.0]	9.00 [9.00, 9.00]	32.0 [32.0, 32.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	21.0 [21.0, 21.0]	12.0 [12.0, 12.0]	38.0 [38.0, 38.0]	25.0 [25.0, 25.0]	40.0 [40.0, 40.0]	14.0 [14.0, 14.0]	24.0 [24.0, 24.0]	37.0 [37.0, 37.0]	35.0 [35.0, 35.0]	26.0 [26.0, 26.0]	16.0 [16.0, 16.0]	13.0 [13.0, 13.0]	29.0 [29.0, 29.0]	31.0 [31.0, 31.0]	24.0 [24.0, 24.0]	32.0 [32.0, 32.0]	22.0 [5.00, 39.0]	16.0 [16.0, 16.0]	21.0 [21.0, 21.0]	26.0 [26.0, 26.0]	10.0 [10.0, 10.0]	29.0 [29.0, 29.0]	38.0 [38.0, 38.0]	13.0 [13.0, 13.0]	37.0 [37.0, 37.0]	18.0 [18.0, 18.0]	14.0 [14.0, 14.0]	10.0 [10.0, 10.0]	19.0 [19.0, 19.0]	35.0 [35.0, 35.0]	40.0 [40.0, 40.0]	13.0 [13.0, 13.0]	28.0 [28.0, 28.0]	30.0 [30.0, 30.0]	22.0 [22.0, 22.0]	9.00 [9.00, 9.00]	19.0 [19.0, 19.0]	19.0 [19.0, 19.0]	9.00 [9.00, 9.00]	7.00 [7.00, 7.00]	7.00 [7.00, 7.00]	13.0 [13.0, 13.0]	8.00 [8.00, 8.00]	27.0 [27.0, 27.0]	36.0 [36.0, 36.0]	22.0 [22.0, 22.0]	20.0 [20.0, 20.0]	42.0 [42.0, 42.0]	21.0 [21.0, 21.0]	8.00 [8.00, 8.00]	44.0 [44.0, 44.0]	38.0 [38.0, 38.0]	28.0 [28.0, 28.0]	34.0 [34.0, 34.0]	15.0 [15.0, 15.0]	34.0 [34.0, 34.0]	1.00 [1.00, 1.00]	41.0 [41.0, 41.0]	22.0 [22.0, 22.0]	26.0 [26.0, 26.0]	13.0 [13.0, 13.0]	27.0 [27.0, 27.0]	29.0 [29.0, 29.0]	17.0 [17.0, 17.0]	31.0 [31.0, 31.0]	16.0 [16.0, 16.0]	17.0 [17.0, 17.0]	9.00 [9.00, 9.00]	26.0 [26.0, 26.0]	21.0 [21.0, 21.0]	29.0 [29.0, 29.0]	9.00 [9.00, 9.00]	23.0 [23.0, 23.0]	10.0 [10.0, 10.0]	32.0 [32.0, 32.0]	38.0 [38.0, 38.0]	16.0 [16.0, 16.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	26.0 [26.0, 26.0]	26.0 [26.0, 26.0]	27.0 [27.0, 27.0]	27.0 [27.0, 27.0]	14.0 [14.0, 14.0]	29.0 [29.0, 29.0]	29.0 [29.0, 29.0]	26.0 [26.0, 26.0]	39.0 [39.0, 39.0]	12.0 [12.0, 12.0]	19.0 [19.0, 19.0]	11.0 [11.0, 11.0]	6.00 [6.00, 6.00]	3.00 [3.00, 3.00]	8.00 [8.00, 8.00]	16.0 [16.0, 16.0]	38.0 [38.0, 38.0]	29.0 [29.0, 29.0]	26.0 [26.0, 26.0]	49.0 [49.0, 49.0]	12.0 [12.0, 12.0]	18.0 [18.0, 18.0]	42.0 [42.0, 42.0]	26.0 [26.0, 26.0]	48.0 [48.0, 48.0]	20.0 [20.0, 20.0]	21.0 [21.0, 21.0]	28.0 [28.0, 28.0]	29.0 [29.0, 29.0]	9.00 [9.00, 9.00]	7.00 [7.00, 7.00]	13.0 [13.0, 13.0]	35.0 [35.0, 35.0]	28.0 [28.0, 28.0]	45.0 [45.0, 45.0]	34.0 [34.0, 34.0]	10.0 [10.0, 10.0]	39.0 [39.0, 39.0]	20.5 [15.0, 26.0]	18.0 [18.0, 18.0]	12.0 [12.0, 12.0]	7.00 [7.00, 7.00]	16.0 [16.0, 16.0]	27.0 [27.0, 27.0]	29.0 [29.0, 29.0]	33.0 [33.0, 33.0]	35.0 [35.0, 35.0]	14.0 [14.0, 14.0]	12.0 [12.0, 12.0]	9.00 [9.00, 9.00]	10.0 [10.0, 10.0]	27.0 [27.0, 27.0]	16.0 [16.0, 16.0]	13.0 [13.0, 13.0]	22.0 [22.0, 22.0]	23.0 [23.0, 23.0]	44.0 [44.0, 44.0]	30.0 [30.0, 30.0]	24.0 [24.0, 24.0]	17.0 [17.0, 17.0]	50.0 [50.0, 50.0]	22.0 [22.0, 22.0]	8.00 [8.00, 8.00]	21.0 [21.0, 21.0]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	26.0 [26.0, 26.0]	30.0 [30.0, 30.0]	12.0 [12.0, 12.0]	32.0 [32.0, 32.0]	32.0 [32.0, 32.0]	30.0 [30.0, 30.0]	13.0 [13.0, 13.0]	32.0 [32.0, 32.0]	28.0 [28.0, 28.0]	19.0 [19.0, 19.0]	31.0 [31.0, 31.0]	45.0 [45.0, 45.0]	38.0 [38.0, 38.0]	11.0 [11.0, 11.0]	45.0 [45.0, 45.0]	43.0 [43.0, 43.0]	30.0 [30.0, 30.0]	20.0 [20.0, 20.0]	27.0 [27.0, 27.0]	32.0 [32.0, 32.0]	19.5 [16.0, 23.0]	16.0 [16.0, 16.0]	4.00 [4.00, 4.00]	40.0 [40.0, 40.0]	10.5 [9.00, 12.0]	13.0 [13.0, 13.0]	46.0 [46.0, 46.0]	23.0 [23.0, 23.0]	24.0 [24.0, 24.0]	20.0 [20.0, 20.0]	26.0 [12.0, 40.0]	5.00 [5.00, 5.00]	34.0 [34.0, 34.0]	10.0 [10.0, 10.0]	10.0 [10.0, 10.0]	37.0 [37.0, 37.0]	25.0 [25.0, 25.0]	28.0 [7.00, 48.0]	13.0 [13.0, 13.0]	29.0 [29.0, 29.0]	10.0 [10.0, 10.0]	27.0 [27.0, 27.0]	15.0 [15.0, 15.0]	33.0 [29.0, 37.0]	28.0 [28.0, 28.0]	5.00 [5.00, 5.00]	17.0 [17.0, 17.0]	23.0 [23.0, 23.0]	4.00 [4.00, 4.00]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	19.0 [19.0, 19.0]	9.00 [9.00, 9.00]	37.0 [37.0, 37.0]	17.0 [17.0, 17.0]	21.0 [21.0, 21.0]	44.0 [44.0, 44.0]	12.0 [12.0, 12.0]	17.0 [17.0, 17.0]	26.0 [26.0, 26.0]	9.00 [9.00, 9.00]	26.0 [26.0, 26.0]	9.00 [9.00, 9.00]	29.0 [29.0, 29.0]	7.00 [7.00, 7.00]	4.00 [4.00, 4.00]	29.0 [29.0, 29.0]	26.0 [26.0, 26.0]	10.0 [10.0, 10.0]	7.00 [7.00, 7.00]	21.0 [21.0, 21.0]	35.0 [35.0, 35.0]	21.0 [21.0, 21.0]	19.0 [19.0, 19.0]	14.0 [14.0, 14.0]	24.0 [24.0, 24.0]	23.0 [23.0, 23.0]	8.00 [8.00, 8.00]	3.00 [3.00, 3.00]	16.0 [16.0, 16.0]	32.0 [32.0, 32.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	43.5 [38.0, 49.0]	37.0 [37.0, 37.0]	16.0 [16.0, 16.0]	20.0 [9.00, 31.0]	45.0 [45.0, 45.0]	37.0 [37.0, 37.0]	14.0 [14.0, 14.0]	21.0 [21.0, 21.0]	32.0 [32.0, 32.0]	37.0 [37.0, 37.0]	12.0 [12.0, 12.0]	19.0 [19.0, 19.0]	4.00 [4.00, 4.00]	18.0 [18.0, 18.0]	24.0 [24.0, 24.0]	28.0 [28.0, 28.0]	30.0 [30.0, 30.0]	31.0 [31.0, 31.0]	20.0 [20.0, 20.0]	57.0 [57.0, 57.0]	35.0 [35.0, 35.0]	23.0 [23.0, 23.0]	26.0 [26.0, 26.0]	31.0 [31.0, 31.0]	48.0 [48.0, 48.0]	10.0 [10.0, 10.0]	22.0 [15.0, 29.0]	20.0 [20.0, 20.0]	21.0 [21.0, 21.0]	12.0 [12.0, 12.0]	32.0 [32.0, 32.0]	12.0 [12.0, 12.0]	27.0 [27.0, 27.0]	32.0 [32.0, 32.0]	46.0 [46.0, 46.0]	36.0 [36.0, 36.0]	19.0 [19.0, 19.0]	17.0 [17.0, 17.0]	15.0 [15.0, 15.0]	10.0 [10.0, 10.0]	20.0 [20.0, 20.0]	31.0 [31.0, 31.0]	34.0 [34.0, 34.0]	22.0 [22.0, 22.0]	8.00 [8.00, 8.00]	23.0 [23.0, 23.0]	7.00 [7.00, 7.00]	22.0 [22.0, 22.0]	11.0 [11.0, 11.0]	38.0 [38.0, 38.0]	26.0 [26.0, 26.0]	29.0 [29.0, 29.0]	35.0 [35.0, 35.0]	20.0 [20.0, 20.0]	17.0 [17.0, 17.0]	40.0 [40.0, 40.0]	31.0 [30.0, 32.0]	33.0 [33.0, 33.0]	21.0 [21.0, 21.0]	32.0 [32.0, 32.0]	40.0 [40.0, 40.0]	14.0 [14.0, 14.0]	10.0 [10.0, 10.0]	33.0 [33.0, 33.0]	19.0 [19.0, 19.0]	22.0 [22.0, 22.0]	18.0 [18.0, 18.0]	28.0 [28.0, 28.0]	35.0 [35.0, 35.0]	41.0 [41.0, 41.0]	22.0 [22.0, 22.0]	21.0 [21.0, 21.0]	5.00 [5.00, 5.00]	34.0 [34.0, 34.0]	27.0 [27.0, 27.0]	14.0 [14.0, 14.0]	21.0 [21.0, 21.0]	37.0 [37.0, 37.0]	27.0 [27.0, 27.0]	34.0 [34.0, 34.0]	21.0 [21.0, 21.0]	30.0 [30.0, 30.0]	17.0 [17.0, 17.0]	5.00 [5.00, 5.00]	35.0 [35.0, 35.0]	26.0 [26.0, 26.0]	15.0 [15.0, 15.0]	27.0 [27.0, 27.0]	17.0 [17.0, 17.0]	33.0 [33.0, 33.0]	12.0 [7.00, 17.0]	12.0 [12.0, 12.0]	5.00 [5.00, 5.00]	11.0 [11.0, 11.0]	35.0 [35.0, 35.0]	31.0 [31.0, 31.0]	16.0 [10.0, 22.0]	25.0 [25.0, 25.0]	15.0 [15.0, 15.0]	22.0 [22.0, 22.0]	36.0 [36.0, 36.0]	19.0 [19.0, 19.0]	21.0 [21.0, 21.0]	32.0 [32.0, 32.0]	14.0 [14.0, 14.0]	31.0 [31.0, 31.0]	12.0 [12.0, 12.0]	27.5 [15.0, 40.0]	27.0 [27.0, 27.0]	20.0 [20.0, 20.0]	14.0 [14.0, 14.0]	24.0 [24.0, 24.0]	20.0 [20.0, 20.0]	5.00 [5.00, 5.00]	42.0 [42.0, 42.0]	35.0 [35.0, 35.0]	46.0 [46.0, 46.0]	14.0 [14.0, 14.0]	20.0 [20.0, 20.0]	42.0 [42.0, 42.0]	22.0 [22.0, 22.0]	16.0 [16.0, 16.0]	46.0 [46.0, 46.0]	16.0 [16.0, 16.0]	30.0 [30.0, 30.0]	33.0 [33.0, 33.0]	32.0 [32.0, 32.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	36.0 [36.0, 36.0]	12.0 [12.0, 12.0]	11.0 [11.0, 11.0]	33.0 [33.0, 33.0]	30.0 [30.0, 30.0]	19.0 [19.0, 19.0]	36.5 [30.0, 43.0]	12.0 [12.0, 12.0]	53.0 [53.0, 53.0]	21.0 [21.0, 21.0]	12.0 [12.0, 12.0]	11.0 [11.0, 11.0]	36.0 [36.0, 36.0]	20.0 [20.0, 20.0]	41.0 [41.0, 41.0]	3.00 [3.00, 3.00]	13.5 [12.0, 15.0]	24.0 [24.0, 24.0]	25.0 [20.0, 30.0]	47.0 [47.0, 47.0]	22.0 [22.0, 22.0]	15.0 [15.0, 15.0]	17.0 [17.0, 17.0]	27.0 [27.0, 27.0]	7.00 [7.00, 7.00]	30.5 [25.0, 36.0]	33.0 [33.0, 33.0]	21.0 [21.0, 21.0]	40.0 [40.0, 40.0]	13.0 [13.0, 13.0]	31.0 [31.0, 31.0]	17.0 [17.0, 17.0]	10.0 [10.0, 10.0]	7.00 [7.00, 7.00]	9.00 [9.00, 9.00]	26.0 [26.0, 26.0]	19.0 [19.0, 19.0]	5.00 [5.00, 5.00]	34.0 [34.0, 34.0]	8.00 [8.00, 8.00]	24.0 [24.0, 24.0]	5.00 [5.00, 5.00]	27.0 [27.0, 27.0]	13.0 [13.0, 13.0]	20.0 [20.0, 20.0]	9.00 [9.00, 9.00]	10.0 [10.0, 10.0]	14.0 [14.0, 14.0]	13.0 [13.0, 13.0]	16.0 [16.0, 16.0]	12.0 [12.0, 12.0]	38.0 [38.0, 38.0]	15.0 [12.0, 18.0]	24.0 [24.0, 24.0]	11.0 [11.0, 11.0]	10.0 [10.0, 10.0]	32.0 [32.0, 32.0]	35.0 [35.0, 35.0]	22.0 [22.0, 22.0]	36.0 [36.0, 36.0]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	28.0 [28.0, 28.0]	11.0 [11.0, 11.0]	42.0 [42.0, 42.0]	4.00 [4.00, 4.00]	10.0 [10.0, 10.0]	26.0 [26.0, 26.0]	44.0 [44.0, 44.0]	26.0 [26.0, 26.0]	25.0 [25.0, 25.0]	29.0 [29.0, 29.0]	35.0 [35.0, 35.0]	5.00 [5.00, 5.00]	24.0 [24.0, 24.0]	10.0 [10.0, 10.0]	18.0 [18.0, 18.0]	25.0 [25.0, 25.0]	48.0 [48.0, 48.0]	10.0 [10.0, 10.0]	39.0 [39.0, 39.0]	9.00 [9.00, 9.00]	52.0 [52.0, 52.0]	28.0 [28.0, 28.0]	14.0 [14.0, 14.0]	24.0 [24.0, 24.0]	6.00 [6.00, 6.00]	29.0 [29.0, 29.0]	32.0 [32.0, 32.0]	20.0 [20.0, 20.0]	22.0 [22.0, 22.0]	45.0 [45.0, 45.0]	4.00 [4.00, 4.00]	20.0 [20.0, 20.0]	25.0 [25.0, 25.0]	23.0 [23.0, 23.0]	9.00 [9.00, 9.00]	26.0 [26.0, 26.0]	7.00 [7.00, 7.00]	12.0 [12.0, 12.0]	9.00 [9.00, 9.00]	15.0 [15.0, 15.0]	28.0 [28.0, 28.0]	38.0 [38.0, 38.0]	29.0 [29.0, 29.0]	27.0 [21.0, 33.0]	15.0 [15.0, 15.0]	36.0 [36.0, 36.0]	31.0 [31.0, 31.0]	13.0 [13.0, 13.0]	40.0 [40.0, 40.0]	24.0 [24.0, 24.0]	25.0 [25.0, 25.0]	25.0 [25.0, 25.0]	6.00 [6.00, 6.00]	21.0 [21.0, 21.0]	24.0 [24.0, 24.0]	8.00 [8.00, 8.00]	24.0 [24.0, 24.0]	21.0 [21.0, 21.0]	33.0 [31.0, 35.0]	37.0 [37.0, 37.0]	23.0 [23.0, 23.0]	24.0 [24.0, 24.0]	12.0 [12.0, 12.0]	18.0 [18.0, 18.0]	26.0 [26.0, 26.0]	41.0 [41.0, 41.0]	24.0 [24.0, 24.0]	7.00 [7.00, 7.00]	6.00 [6.00, 6.00]	18.0 [18.0, 18.0]	20.0 [20.0, 20.0]	33.0 [33.0, 33.0]	7.00 [7.00, 7.00]	31.0 [31.0, 31.0]	18.0 [18.0, 18.0]	13.0 [13.0, 13.0]	41.0 [41.0, 41.0]	50.0 [50.0, 50.0]	49.0 [49.0, 49.0]	31.0 [31.0, 31.0]	13.0 [13.0, 13.0]	29.0 [29.0, 29.0]	23.0 [23.0, 23.0]	21.0 [21.0, 21.0]	18.0 [18.0, 18.0]	46.0 [46.0, 46.0]	37.0 [37.0, 37.0]	11.0 [11.0, 11.0]	14.0 [14.0, 14.0]	13.0 [13.0, 13.0]	4.00 [4.00, 4.00]	31.0 [31.0, 31.0]	32.0 [32.0, 32.0]	17.0 [17.0, 17.0]	29.5 [28.0, 31.0]	33.0 [33.0, 33.0]	27.0 [27.0, 27.0]	12.0 [12.0, 12.0]	17.0 [17.0, 17.0]	26.0 [26.0, 26.0]	15.0 [15.0, 15.0]	27.0 [27.0, 27.0]	16.0 [16.0, 16.0]	8.00 [8.00, 8.00]	10.0 [10.0, 10.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	23.0 [23.0, 23.0]	12.0 [12.0, 12.0]	9.00 [9.00, 9.00]	25.0 [25.0, 25.0]	22.0 [22.0, 22.0]	16.0 [16.0, 16.0]	17.0 [17.0, 17.0]	33.0 [33.0, 33.0]	14.0 [14.0, 14.0]	32.0 [32.0, 32.0]	22.0 [22.0, 22.0]	8.00 [8.00, 8.00]	24.0 [24.0, 24.0]	40.0 [40.0, 40.0]	26.0 [26.0, 26.0]	18.0 [18.0, 18.0]	37.0 [37.0, 37.0]	39.0 [39.0, 39.0]	28.0 [28.0, 28.0]	42.0 [40.0, 44.0]	20.0 [20.0, 20.0]	32.0 [32.0, 32.0]	19.0 [19.0, 19.0]	49.0 [49.0, 49.0]	21.0 [21.0, 21.0]	11.0 [11.0, 11.0]	45.0 [45.0, 45.0]	4.00 [4.00, 4.00]	29.0 [29.0, 29.0]	26.0 [26.0, 26.0]	41.0 [41.0, 41.0]	21.0 [21.0, 21.0]	32.0 [32.0, 32.0]	14.0 [14.0, 14.0]	15.0 [15.0, 15.0]	14.0 [14.0, 14.0]	22.0 [22.0, 22.0]	37.0 [37.0, 37.0]	25.0 [25.0, 25.0]	38.0 [38.0, 38.0]	21.0 [21.0, 21.0]	24.0 [24.0, 24.0]	19.0 [19.0, 19.0]	14.0 [14.0, 14.0]	18.0 [18.0, 18.0]	14.5 [14.0, 15.0]	13.0 [8.00, 18.0]	31.0 [31.0, 31.0]	17.0 [17.0, 17.0]	33.0 [33.0, 33.0]	33.0 [33.0, 33.0]	10.0 [10.0, 10.0]	28.0 [28.0, 28.0]	35.0 [35.0, 35.0]	25.0 [25.0, 25.0]	10.0 [10.0, 10.0]	37.0 [37.0, 37.0]	10.0 [10.0, 10.0]	28.0 [28.0, 28.0]	12.0 [12.0, 12.0]	17.0 [17.0, 17.0]	10.0 [10.0, 10.0]	8.00 [8.00, 8.00]	14.0 [14.0, 14.0]	13.0 [13.0, 13.0]	30.0 [30.0, 30.0]	27.0 [27.0, 27.0]	12.0 [12.0, 12.0]	24.0 [24.0, 24.0]	45.0 [45.0, 45.0]	11.0 [11.0, 11.0]	21.0 [21.0, 21.0]	1.00 [1.00, 1.00]	25.0 [25.0, 25.0]	38.0 [38.0, 38.0]	16.0 [16.0, 16.0]	24.0 [24.0, 24.0]	15.0 [15.0, 15.0]	36.0 [36.0, 36.0]	13.0 [13.0, 13.0]	18.0 [18.0, 18.0]	30.0 [30.0, 30.0]	6.00 [6.00, 6.00]	37.0 [37.0, 37.0]	17.0 [17.0, 17.0]	22.0 [22.0, 22.0]	18.0 [18.0, 18.0]	30.0 [30.0, 30.0]	19.0 [19.0, 19.0]	18.0 [18.0, 18.0]	12.0 [12.0, 12.0]	1.00 [1.00, 1.00]	26.0 [26.0, 26.0]	31.0 [31.0, 31.0]	31.0 [31.0, 31.0]	28.0 [28.0, 28.0]	36.0 [36.0, 36.0]	13.0 [13.0, 13.0]	10.0 [10.0, 10.0]	11.0 [11.0, 11.0]	29.0 [29.0, 29.0]	16.0 [16.0, 16.0]	17.0 [17.0, 17.0]	28.0 [28.0, 28.0]	35.0 [35.0, 35.0]	14.0 [14.0, 14.0]	25.0 [25.0, 25.0]	39.0 [39.0, 39.0]	19.0 [19.0, 19.0]	25.0 [25.0, 25.0]	18.0 [18.0, 18.0]	11.0 [11.0, 11.0]	14.0 [14.0, 14.0]	3.00 [3.00, 3.00]	19.0 [19.0, 19.0]	15.0 [15.0, 15.0]	17.5 [7.00, 28.0]	34.0 [34.0, 34.0]	10.0 [10.0, 10.0]	14.0 [14.0, 14.0]	17.0 [17.0, 17.0]	27.0 [27.0, 27.0]	18.0 [18.0, 18.0]	37.0 [37.0, 37.0]	9.00 [9.00, 9.00]	25.5 [21.0, 30.0]	39.0 [39.0, 39.0]	36.0 [36.0, 36.0]	33.0 [33.0, 33.0]	17.0 [17.0, 17.0]	38.0 [38.0, 38.0]	15.0 [15.0, 15.0]	23.0 [23.0, 23.0]	26.0 [26.0, 26.0]	27.0 [27.0, 27.0]	28.0 [28.0, 28.0]	27.0 [27.0, 27.0]	21.0 [21.0, 21.0]	41.0 [41.0, 41.0]	43.0 [43.0, 43.0]	14.0 [14.0, 14.0]	8.00 [8.00, 8.00]	13.0 [13.0, 13.0]	12.0 [12.0, 12.0]	41.0 [41.0, 41.0]	32.0 [32.0, 32.0]	22.0 [22.0, 22.0]	25.0 [25.0, 25.0]	2.00 [2.00, 2.00]	16.0 [16.0, 16.0]	16.0 [16.0, 16.0]	30.0 [30.0, 30.0]	19.0 [19.0, 19.0]	30.0 [30.0, 30.0]	11.0 [11.0, 11.0]	25.0 [25.0, 25.0]	34.0 [34.0, 34.0]	21.0 [21.0, 21.0]	10.0 [10.0, 10.0]	4.00 [4.00, 4.00]	19.0 [19.0, 19.0]	34.0 [34.0, 34.0]	22.0 [22.0, 22.0]	4.00 [4.00, 4.00]	21.0 [21.0, 21.0]	13.0 [13.0, 13.0]	44.0 [44.0, 44.0]	8.00 [8.00, 8.00]	6.00 [6.00, 6.00]	22.0 [22.0, 22.0]	24.0 [24.0, 24.0]	23.0 [23.0, 23.0]	7.00 [7.00, 7.00]	38.0 [38.0, 38.0]	30.0 [30.0, 30.0]	12.0 [12.0, 12.0]	16.0 [16.0, 16.0]	9.00 [9.00, 9.00]	13.0 [13.0, 13.0]	30.0 [30.0, 30.0]	29.0 [29.0, 29.0]	20.0 [20.0, 20.0]	14.0 [14.0, 14.0]	12.0 [12.0, 12.0]	28.0 [28.0, 28.0]	29.0 [29.0, 29.0]	20.0 [20.0, 20.0]	33.0 [33.0, 33.0]	55.0 [55.0, 55.0]	31.0 [31.0, 31.0]	28.0 [28.0, 28.0]	25.0 [25.0, 25.0]	8.00 [8.00, 8.00]	44.0 [44.0, 44.0]	16.0 [16.0, 16.0]	32.0 [32.0, 32.0]	24.0 [24.0, 24.0]	17.0 [17.0, 17.0]	32.0 [32.0, 32.0]	23.0 [23.0, 23.0]	11.0 [11.0, 11.0]	33.0 [33.0, 33.0]	31.0 [31.0, 31.0]	40.0 [40.0, 40.0]	13.0 [13.0, 13.0]	19.0 [19.0, 19.0]	32.0 [32.0, 32.0]	33.0 [33.0, 33.0]	33.0 [33.0, 33.0]	11.0 [11.0, 11.0]	21.0 [21.0, 21.0]	6.00 [6.00, 6.00]	46.0 [46.0, 46.0]	16.0 [16.0, 16.0]	27.0 [27.0, 27.0]	11.0 [11.0, 11.0]	17.0 [17.0, 17.0]	31.0 [31.0, 31.0]	25.0 [25.0, 25.0]	24.0 [24.0, 24.0]	31.0 [31.0, 31.0]	11.0 [11.0, 11.0]	37.0 [37.0, 37.0]	16.0 [16.0, 16.0]	10.0 [10.0, 10.0]	31.0 [31.0, 31.0]	19.0 [19.0, 19.0]	17.0 [17.0, 17.0]	14.0 [14.0, 14.0]	5.00 [5.00, 5.00]	12.0 [12.0, 12.0]	23.0 [23.0, 23.0]	18.0 [18.0, 18.0]	15.0 [15.0, 15.0]	28.0 [28.0, 28.0]	38.0 [38.0, 38.0]	29.0 [29.0, 29.0]	16.0 [16.0, 16.0]	24.0 [24.0, 24.0]	13.0 [13.0, 13.0]	14.0 [14.0, 14.0]	14.0 [14.0, 14.0]	11.0 [11.0, 11.0]	29.0 [29.0, 29.0]	15.0 [15.0, 15.0]	15.0 [15.0, 15.0]	17.0 [17.0, 17.0]	13.0 [13.0, 13.0]	23.0 [23.0, 23.0]	40.0 [40.0, 40.0]	20.0 [20.0, 20.0]	27.0 [27.0, 27.0]	27.0 [27.0, 27.0]	28.0 [28.0, 28.0]	38.0 [38.0, 38.0]	14.0 [9.00, 19.0]	16.0 [16.0, 16.0]	14.0 [14.0, 14.0]	22.0 [22.0, 22.0]	35.0 [35.0, 35.0]	29.0 [29.0, 29.0]	13.0 [13.0, 13.0]	39.0 [39.0, 39.0]	6.00 [6.00, 6.00]	21.0 [21.0, 21.0]	26.0 [26.0, 26.0]	3.00 [3.00, 3.00]	35.0 [35.0, 35.0]	22.0 [22.0, 22.0]	10.0 [10.0, 10.0]	24.0 [24.0, 24.0]	30.0 [30.0, 30.0]	31.0 [31.0, 31.0]	17.0 [17.0, 17.0]	24.0 [24.0, 24.0]	30.0 [30.0, 30.0]	32.0 [32.0, 32.0]	13.0 [13.0, 13.0]	4.00 [4.00, 4.00]	13.0 [13.0, 13.0]	18.0 [18.0, 18.0]	12.0 [12.0, 12.0]	13.0 [13.0, 13.0]	19.0 [19.0, 19.0]	13.0 [13.0, 13.0]	14.0 [14.0, 14.0]	32.0 [32.0, 32.0]	21.0 [21.0, 21.0]	36.0 [36.0, 36.0]	41.0 [41.0, 41.0]	35.0 [35.0, 35.0]	11.0 [11.0, 11.0]	15.0 [15.0, 15.0]	11.0 [11.0, 11.0]	32.0 [32.0, 32.0]	30.0 [30.0, 30.0]	23.0 [23.0, 23.0]	12.0 [12.0, 12.0]	17.0 [17.0, 17.0]	14.0 [14.0, 14.0]	9.00 [9.00, 9.00]	14.0 [14.0, 14.0]	12.0 [12.0, 12.0]	24.0 [24.0, 24.0]	36.0 [36.0, 36.0]	19.0 [19.0, 19.0]	26.0 [26.0, 26.0]	39.0 [39.0, 39.0]	12.0 [12.0, 12.0]	17.0 [17.0, 17.0]	7.00 [7.00, 7.00]	13.0 [13.0, 13.0]	20.0 [20.0, 20.0]	36.0 [36.0, 36.0]	22.0 [22.0, 22.0]	39.0 [39.0, 39.0]	13.0 [13.0, 13.0]	14.0 [14.0, 14.0]	55.0 [55.0, 55.0]	17.0 [17.0, 17.0]	36.0 [36.0, 36.0]	30.0 [30.0, 30.0]	21.0 [21.0, 21.0]	21.0 [21.0, 21.0]	26.0 [26.0, 26.0]	38.0 [38.0, 38.0]	27.0 [27.0, 27.0]	14.0 [14.0, 14.0]	13.0 [13.0, 13.0]	22.0 [22.0, 22.0]	18.0 [18.0, 18.0]	15.0 [15.0, 15.0]	20.0 [20.0, 20.0]	23.0 [23.0, 23.0]	18.0 [18.0, 18.0]	38.0 [38.0, 38.0]	44.0 [44.0, 44.0]	26.0 [26.0, 26.0]	13.0 [13.0, 13.0]	16.0 [16.0, 16.0]	27.0 [27.0, 27.0]	27.0 [27.0, 27.0]	10.0 [10.0, 10.0]	44.0 [44.0, 44.0]	17.0 [17.0, 17.0]	24.0 [24.0, 24.0]	23.0 [23.0, 23.0]	15.0 [15.0, 15.0]	12.0 [12.0, 12.0]	6.00 [6.00, 6.00]	14.0 [14.0, 14.0]	13.0 [13.0, 13.0]	21.0 [21.0, 21.0]	30.0 [30.0, 30.0]	40.0 [40.0, 40.0]	37.0 [37.0, 37.0]	19.0 [19.0, 19.0]	37.0 [37.0, 37.0]	17.0 [17.0, 17.0]	3.00 [3.00, 3.00]	14.0 [14.0, 14.0]	16.0 [16.0, 16.0]	7.00 [7.00, 7.00]	22.0 [22.0, 22.0]	27.0 [27.0, 27.0]	24.0 [1.00, 64.0]

Question 4: draw a DAG

1. Use http://www.dagitty.net/ to create a DAG for the following hypothesis. Use the R dagitty package to display this DAG in your document:

• wt82_71 is caused by qsmk (in particular, that quitting smoking causes weight gain)
• sex, race, age, education, and exercise are hypothesized confounders.

myDAG <- dagitty( 'dag {
"Quit smoking" [exposure,pos="-1.300,0.208"]
"Weight gain" [outcome,pos="0.517,0.217"]
age [pos="-0.375,-0.222"]
education [pos="-0.442,-1.503"]
exercise [pos="-0.392,-0.570"]
race [pos="-0.408,-1.184"]
sex [pos="-0.387,-0.894"]
"Quit smoking" -> "Weight gain"
age -> "Quit smoking"
age -> "Weight gain"
education -> "Quit smoking"
education -> "Weight gain"
exercise -> "Quit smoking"
exercise -> "Weight gain"
race -> "Quit smoking"
race -> "Weight gain"
sex -> "Quit smoking"
sex -> "Weight gain"
}'
)

2. Write out in words this research hypothesis, using the meanings of these variables rather than just their variable names.

The research hypothesis is that if participants in this study quit smoking between the first follow up in 1971 and the second in 1982, it led to weight gain/ increased weight gain. The odds ratio will be greater than 1.

3. Also write out in words the null hypothesis for statistical testing. Why would you have a two-sided null hypothesis even when in this case the research hypothesis is one-sided?

The null hypothesis is that there is no association between quitting smoking and weight, or that the odds ratio is equal to 1. A two-sided null hypothesis suggests that there is no association at all, rather than saying that if an association exists it is positive or negative.

Question 5: fit a regression model

Fit the following multiple linear regression model (note that age squared is represented in model formula by I(age^2)):

\[ wt82\_71 \sim qsmk + sex + race + age + age^2 + education + exercise \]

See https://www.oreilly.com/library/view/the-r-book/9780470510247/ch009-sec009.html for a convenient summary of how to use R model formulae.

#q5model <- wt82_71 ~ qsmk + sex + race + I(age^2) + education + exercise
q5model <- glm(formula = wt82_71 ~ qsmk + sex + race + age + I(age^2) + education + exercise, data = nhefs1)
q5model

## 
## Call:  glm(formula = wt82_71 ~ qsmk + sex + race + age + I(age^2) + 
##     education + exercise, data = nhefs1)
## 
## Coefficients:
##               (Intercept)                    qsmkYes  
##                 -5.824259                   3.171920  
##                   sexMale                  raceWhite  
##                  0.515544                   0.102948  
##                       age                   I(age^2)  
##                  0.499145                  -0.007303  
##  educationCollege dropout   educationCollege or more  
##                  1.239575                  -0.573055  
##               educationHS        educationHS dropout  
##                  0.489005                   0.802495  
## exercisemoderate exercise      exercisemuch exercise  
##                  0.087815                   0.217393  
## 
## Degrees of Freedom: 1565 Total (i.e. Null);  1554 Residual
## Null Deviance:       97180 
## Residual Deviance: 87020     AIC: 10760

Question 6: standardization

1. Calculate the mean predicted outcomes under treatment (quitting smoking) and no treatment (not quitting smoking).

q6explanatory_data <- expand_grid(
  qsmk = unique(nhefs1$qsmk),
  sex = unique(nhefs1$sex),
  race = unique(nhefs1$race),
  age = unique(nhefs1$age),
  education = unique(nhefs1$education),
  exercise = unique(nhefs1$exercise)
)

q6prediction_data <- q6explanatory_data %>%
  mutate(
    wt82_71 = predict(q5model, q6explanatory_data)
  )%>%
  group_by(qsmk)%>%
  summarize(
    mean_by_trtmt = mean(wt82_71)
  )
q6prediction_data

The mean weight change in those who did not quit smoking was an increase of 0.43 kilograms. The mean weight change in those who did quit smoking was an increase of 3.6 kilograms.

2. Calculate the difference between these to estimate the causal effect of quitting smoking on change in weight.

q6prediction_data[2,2] - q6prediction_data[1,2]

The estimated causal effect of quitting smoking on change in weight is about 3.17192 kilograms, which is the coefficient in the model.

3. Is the conditional average treatment effect that you estimated using standardization the same or different than the coefficient for qsmk in the table of regression coefficients?

It is the same

Question 7: DAG and regression with interactions

Now suppose we hypothesize that smoking intensity also impacts weight loss, and modifies the effect of quitting smoking on weight loss.

1. Draw a new DAG that incorporates these hypothesized effects of smoking intensity.

myDAG2 <- dagitty('dag {
"Quit smoking x smoking intensity" [pos="-1.012,0.782"]
"Quit smoking" [exposure,pos="-1.300,0.208"]
"Weight gain" [outcome,pos="0.517,0.217"]
"smoking intensity" [pos="-0.379,1.077"]
age [pos="-0.375,-0.222"]
education [pos="-0.442,-1.503"]
exercise [pos="-0.392,-0.570"]
race [pos="-0.408,-1.184"]
sex [pos="-0.387,-0.894"]
"Quit smoking x smoking intensity" -> "Weight gain"
"Quit smoking" -> "Quit smoking x smoking intensity"
"Quit smoking" -> "Weight gain"
"smoking intensity" -> "Quit smoking x smoking intensity"
"smoking intensity" -> "Weight gain"
age -> "Quit smoking"
age -> "Weight gain"
education -> "Quit smoking"
education -> "Weight gain"
exercise -> "Quit smoking"
exercise -> "Weight gain"
race -> "Quit smoking"
race -> "Weight gain"
sex -> "Quit smoking"
sex -> "Weight gain"
}
')

2. Fit a new linear regression model that includes a linear and quadratic term for smokeintensity (as above with age) and an interaction between qsmk and smokeintensity.

q7model <- glm(formula = wt82_71 ~ qsmk + sex + race + age + I(age^2) + education + exercise + smokeintensity + I(smokeintensity^2) + qsmk*smokeintensity, data = nhefs1)
q7model

## 
## Call:  glm(formula = wt82_71 ~ qsmk + sex + race + age + I(age^2) + 
##     education + exercise + smokeintensity + I(smokeintensity^2) + 
##     qsmk * smokeintensity, data = nhefs1)
## 
## Coefficients:
##               (Intercept)                    qsmkYes  
##                 -6.004283                   2.333949  
##                   sexMale                  raceWhite  
##                  0.421061                   0.010274  
##                       age                   I(age^2)  
##                  0.493399                  -0.007231  
##  educationCollege dropout   educationCollege or more  
##                  1.264342                  -0.573173  
##               educationHS        educationHS dropout  
##                  0.459326                   0.749350  
## exercisemoderate exercise      exercisemuch exercise  
##                  0.061482                   0.233339  
##            smokeintensity        I(smokeintensity^2)  
##                  0.050808                  -0.001101  
##    qsmkYes:smokeintensity  
##                  0.047756  
## 
## Degrees of Freedom: 1565 Total (i.e. Null);  1551 Residual
## Null Deviance:       97180 
## Residual Deviance: 86820     AIC: 10760

Question 8: standardization with interactions

1. Again use standardization to calculate the conditional average treatment effect of quitting smoking in this sample.

q8explanatory_data <- expand_grid(
  qsmk = unique(nhefs1$qsmk),
  sex = unique(nhefs1$sex),
  race = unique(nhefs1$race),
  age = unique(nhefs1$age),
  education = unique(nhefs1$education),
  exercise = unique(nhefs1$exercise),
  smokeintensity = unique(nhefs1$smokeintensity)
)

q8prediction_data <- q8explanatory_data %>%
  mutate(
    wt82_71 = predict(q7model, q8explanatory_data)
  )%>%
  group_by(qsmk)%>%
  summarize(
    mean_by_trtmt = mean(wt82_71)
  )
q8prediction_data

q8estimate <- q8prediction_data[2,2] - q8prediction_data[1,2]
q8estimate

2. Is this estimate the same or different than the coefficient for qsmk in the new table of regression coefficients from Question 7?

No, the coefficient for qsmk in the table of regression coefficients from Question 7 is 2.333949 . The estimate from standardization is 3.453567. This is different and farther from the null than the regression coefficient. The difference is due to the introduction of interactions in this model.

Question 9: bootstrap

1. Write a function that takes two arguments: function(x, d) where:

• x is a dataframe or tibble of your data
• d is an integer vector of row IDs that will be used to choose a subset of the dataframe, for example using dplyr::slice(x, d)

Using the subset dplyr::slice(x, d), your function should perform the same calculation as Question 8a, returning the conditional average treatment effect for the same model with the interaction term.

ATE<- function(x, d = 1:nrow(x)) {
  sub <-slice(x, d)
  prediction_data <- sub%>%
    mutate(
      wt82_71 = predict(q7model, sub))%>%
    group_by(qsmk)%>%
    summarize(
      mean_by_trtmt = mean(wt82_71))
  estimate <- prediction_data[2,2] - prediction_data[1,2]
  return(estimate)
  
}

2. Show the output of calling your function using d = 1:nrow(x) to confirm that this gives the same result as 8a.

ATE(nhefs1)

ATE(q8explanatory_data)

3. Estimate a 95% bootstrap confidence interval for the conditional average treatment effect, using at least 1000 replications. You are welcome to use your favorite method to implement this bootstrap, but I recommend the boot library which is powerful and simpler to use than programming your own simulation.

bootstrap_1000 <- replicate(
  n = 1000,
  expr = {
    resample <- slice_sample(nhefs1, prop = 1, replace = TRUE)
    avg_effect <-ATE(resample)
    pull(avg_effect)
  }
)

bootstrap_1000

##    [1] 2.503689 2.664079 2.473930 2.335878 2.715489 2.517334 2.753703 2.513124
##    [9] 2.725311 2.541553 2.661562 2.386461 2.495693 2.625018 2.628897 2.459007
##   [17] 2.332536 2.596728 2.577793 2.747549 2.660209 2.784198 2.501680 2.266329
##   [25] 2.666548 2.588253 2.674901 2.725786 2.465072 2.641613 2.642137 2.691326
##   [33] 2.338038 2.313824 2.391776 2.761039 2.271499 2.415705 2.686977 2.497512
##   [41] 2.389911 2.459347 2.605018 2.663663 2.564866 2.798626 2.533018 2.574400
##   [49] 2.427260 2.223033 2.199464 2.681575 2.374640 2.452526 2.521978 2.301136
##   [57] 2.640110 2.567032 2.296160 2.576227 2.660947 2.530209 2.334407 2.400827
##   [65] 2.501485 2.441891 2.523508 2.741305 2.218595 2.882226 2.322393 2.598174
##   [73] 2.598910 2.649533 2.358416 2.536778 2.450954 2.593529 2.493125 2.273754
##   [81] 2.449778 2.464823 2.590187 2.491234 2.562491 2.622024 2.451031 2.442224
##   [89] 2.316816 2.667793 2.377033 2.661003 2.464294 2.576781 2.550175 2.676968
##   [97] 2.604403 2.559933 2.771824 2.677598 2.394650 2.571149 2.538806 2.469262
##  [105] 2.559354 2.461877 2.360426 2.598805 2.428010 2.580233 2.660683 2.436860
##  [113] 2.144926 2.547870 2.545649 2.605324 2.463518 2.600239 2.732274 2.519152
##  [121] 2.367122 2.317006 2.564449 2.699611 2.449820 2.364120 2.620868 2.807700
##  [129] 2.717373 2.736151 2.590744 2.450136 2.382110 2.365728 2.682241 2.406837
##  [137] 2.450776 2.652488 2.744080 2.501866 2.462692 2.104202 2.488431 2.657539
##  [145] 2.488336 2.646749 2.557153 2.253378 2.522249 2.496489 2.412539 2.406174
##  [153] 2.426247 2.689584 2.528849 2.409441 2.462333 2.361320 2.412499 2.790122
##  [161] 2.499152 2.527655 2.239457 2.734723 2.609940 2.397117 2.868163 2.131411
##  [169] 2.580103 2.408090 2.466956 2.503417 2.544958 2.386422 2.329667 2.368581
##  [177] 2.500935 2.505889 2.607387 2.572452 2.544820 2.638055 2.387381 2.666372
##  [185] 2.517967 2.435082 2.631290 2.483075 2.670037 2.749117 2.803113 2.674156
##  [193] 2.517438 2.488901 2.786075 2.536496 2.617657 2.513116 2.628496 2.795390
##  [201] 2.463048 2.706602 2.735952 2.541899 2.478797 2.729449 2.497861 2.341632
##  [209] 2.688660 2.178304 2.385012 2.458643 2.474529 2.750161 2.509064 2.323263
##  [217] 2.456460 2.502798 2.475327 2.425032 2.534855 2.360477 2.487624 2.446981
##  [225] 2.471715 2.592730 2.647119 2.524781 2.547232 2.566488 2.507929 2.618306
##  [233] 2.500331 2.637910 2.977581 2.683623 2.410359 2.809767 2.728079 2.736169
##  [241] 2.723751 2.784487 2.740472 2.699084 2.418876 2.445756 2.486749 2.472431
##  [249] 2.230984 2.382410 2.415378 2.494018 2.527269 2.493675 2.788472 2.646275
##  [257] 2.475931 2.643565 2.636828 2.599980 2.661187 2.542251 2.649329 2.689521
##  [265] 2.430043 2.452582 2.362099 2.401284 2.465329 2.526544 2.503785 2.506883
##  [273] 2.580209 2.738533 2.790416 2.233741 2.493735 2.353431 2.721423 2.570855
##  [281] 2.592513 2.615033 2.546636 2.758370 2.496184 2.724345 2.635522 2.576132
##  [289] 2.336716 2.558497 2.529296 2.663307 2.690926 2.316889 2.415639 2.662662
##  [297] 2.475132 2.308175 2.586644 2.541559 2.556376 2.502067 2.757373 2.963344
##  [305] 2.448285 2.512455 2.718148 2.656006 2.740268 2.719061 2.531185 2.545493
##  [313] 2.462231 2.308935 2.696396 2.695214 2.842440 2.595807 2.482659 2.739764
##  [321] 2.458745 2.540921 2.521123 2.508340 2.617608 2.729839 2.570368 2.606010
##  [329] 2.565758 2.737858 2.693513 2.619778 2.548982 2.682230 2.670577 2.329772
##  [337] 2.472219 2.390081 2.562506 2.603827 2.645284 2.407937 2.647643 2.428963
##  [345] 2.255441 2.716872 2.491290 2.817922 2.448210 2.575411 2.603420 2.695518
##  [353] 2.711166 2.517611 2.467867 2.788689 2.246242 2.648506 2.543946 2.419368
##  [361] 2.290122 2.542880 2.620883 2.723900 2.413522 2.390131 2.360495 2.427559
##  [369] 2.625302 2.614631 2.625668 2.419752 2.466382 2.800048 2.553406 2.647993
##  [377] 2.520772 2.339918 2.471942 2.472858 2.474557 2.785765 2.746142 2.590416
##  [385] 2.590559 2.645536 2.545672 2.524414 2.319270 2.479601 2.560102 2.534103
##  [393] 2.537957 2.313627 2.531141 2.710202 2.366489 2.816261 2.350345 2.538206
##  [401] 2.355003 2.427559 2.411797 2.706408 2.570019 2.506622 2.466599 2.545161
##  [409] 2.671958 2.303477 2.574380 2.567089 2.433637 2.790049 2.574750 2.815996
##  [417] 2.485952 2.508335 2.403606 2.568023 2.513065 2.588582 2.283999 2.280850
##  [425] 2.513654 2.534494 2.474641 2.624864 2.125404 2.238271 2.575424 2.608728
##  [433] 2.598526 2.344361 2.527038 2.332683 2.467161 2.427304 2.683725 2.500046
##  [441] 2.589228 2.608369 2.505044 2.450894 2.462126 2.570137 2.641868 2.391002
##  [449] 2.485363 2.204372 2.528432 2.418490 2.538151 2.923894 2.692783 2.430037
##  [457] 2.699635 2.466718 2.531057 2.554356 2.609343 2.675921 2.713793 2.675717
##  [465] 2.577302 2.688552 2.349871 2.568694 2.570702 2.184749 2.642276 2.469972
##  [473] 2.465370 2.696711 2.667737 2.772677 2.570227 2.482866 2.437705 2.273585
##  [481] 2.520550 2.663249 2.461015 2.507740 2.660483 2.397514 2.234660 2.828759
##  [489] 2.379971 2.298839 2.517193 2.573967 2.612664 2.406014 2.603831 2.378275
##  [497] 2.716370 2.346234 2.571513 2.551329 2.608570 2.461022 2.501552 2.571107
##  [505] 2.410345 2.547722 2.087119 2.624842 2.734199 2.779675 2.654973 2.345250
##  [513] 2.909318 2.591697 2.790566 2.607908 2.687374 2.495404 2.658153 2.439877
##  [521] 2.538564 2.437810 2.605840 2.707226 2.423768 2.494484 2.433893 2.512760
##  [529] 2.661147 2.444925 2.564137 2.628863 2.459915 2.525171 2.477633 2.338095
##  [537] 2.759770 2.830698 2.624594 2.495754 2.732634 2.721616 2.609458 2.248398
##  [545] 2.748194 2.499608 2.602273 2.567183 2.513527 2.507570 2.621668 2.801277
##  [553] 2.860487 2.323689 2.684093 2.634056 2.698184 2.613987 2.512081 2.706222
##  [561] 2.776164 2.586002 2.711663 2.835834 2.482853 2.629218 2.512269 2.237196
##  [569] 2.349187 2.370592 2.441639 2.726122 2.629487 2.435245 2.541466 2.447892
##  [577] 2.611575 2.432817 2.787947 2.591943 2.588659 2.708432 2.482405 2.671724
##  [585] 2.584587 2.577769 2.609916 2.484407 2.431730 2.499340 2.470106 2.677814
##  [593] 2.236127 2.520068 2.513158 2.387928 2.696072 2.394889 2.572727 2.707596
##  [601] 2.641330 2.482831 2.412391 2.569161 2.449172 2.546414 2.434211 2.544961
##  [609] 2.540139 2.652018 2.604193 2.672582 2.507824 2.670486 2.421409 2.381157
##  [617] 2.665910 2.468960 2.695291 2.477290 2.856846 2.619346 2.313948 2.477518
##  [625] 2.616225 2.583514 2.491455 2.580544 2.625499 2.439416 2.600195 2.548570
##  [633] 2.381019 2.540267 2.587908 2.237697 2.663829 2.525621 2.495028 2.389826
##  [641] 2.505783 2.452059 2.737834 2.653912 2.589376 2.511042 2.548312 2.311209
##  [649] 2.508234 2.655904 2.230804 2.447657 2.783713 2.308276 2.698241 2.597508
##  [657] 2.582186 2.743747 2.388231 2.771211 2.584332 2.745260 2.578055 2.427579
##  [665] 2.611915 2.564137 2.605335 2.461127 2.535936 2.322330 2.390060 2.444393
##  [673] 2.644970 2.679546 2.442504 2.651699 2.526196 2.465374 2.433353 2.768236
##  [681] 2.405834 2.417177 2.576978 2.461190 2.505415 2.618592 2.443816 2.249558
##  [689] 2.636184 2.594404 2.347077 2.805100 2.618966 2.342804 2.548444 2.341538
##  [697] 2.556953 2.603039 2.564432 2.635775 2.712205 2.431939 2.656693 2.582859
##  [705] 2.742217 2.407484 2.590248 2.621965 2.606768 2.612792 2.557892 2.093055
##  [713] 2.660462 2.405032 2.394182 2.721786 2.700137 2.508855 2.526324 2.354527
##  [721] 2.697884 2.459298 2.483820 2.543713 2.425317 2.774721 2.413882 2.608941
##  [729] 2.344822 2.661042 2.856032 2.746246 2.534685 2.716346 2.717686 2.136397
##  [737] 2.787573 2.552973 2.692846 2.317454 2.701486 2.353875 2.289050 2.701315
##  [745] 2.455679 2.631088 2.414665 2.446245 2.433436 2.593245 2.337833 2.570292
##  [753] 2.785943 2.354020 2.408278 2.385450 2.689289 2.470703 2.646756 2.572533
##  [761] 2.470786 2.502912 2.319049 2.523759 2.428105 2.828966 2.581058 2.461998
##  [769] 2.820099 2.280202 2.616142 2.419229 2.603344 2.445213 2.542784 2.617462
##  [777] 2.572612 2.427491 2.463929 2.424758 2.746178 2.546078 2.443622 2.542295
##  [785] 2.750240 2.713991 2.748726 2.767871 2.604359 2.430208 2.465699 2.717108
##  [793] 2.509393 2.657283 2.560045 2.443416 2.682251 2.694264 2.799283 2.506506
##  [801] 2.733839 2.511709 2.573972 2.293669 2.355123 2.538334 2.436194 2.440810
##  [809] 2.678387 2.500461 2.485599 2.804264 2.624576 2.780199 2.634352 2.456390
##  [817] 2.223389 2.685327 2.654455 2.668260 2.468060 2.364400 2.353028 2.389697
##  [825] 2.484499 2.441446 2.565805 2.420213 2.357074 2.446604 2.297307 2.568078
##  [833] 2.588231 2.658638 2.430058 2.174836 2.482020 2.435990 2.672521 2.541774
##  [841] 2.664806 2.457515 2.654544 2.730619 2.523572 2.566469 2.721376 2.698744
##  [849] 2.475709 2.545885 2.480845 2.464923 2.522159 2.464666 2.919101 2.515138
##  [857] 2.567173 2.688037 2.425768 2.594562 2.410840 2.604514 2.756252 2.581628
##  [865] 2.448485 2.756344 2.700478 2.352576 2.554284 2.300991 2.491117 2.447956
##  [873] 2.655318 2.442436 2.573795 2.667969 2.661425 2.638034 2.413866 2.156882
##  [881] 2.488085 2.391181 2.487923 2.439729 2.431788 2.481539 2.512718 2.316789
##  [889] 2.703030 2.394117 2.644619 2.219207 2.423177 2.451744 2.650902 2.634179
##  [897] 2.676205 2.622532 2.675404 2.550205 2.658198 2.176753 2.325503 2.572317
##  [905] 2.136429 2.455360 2.343402 2.357319 2.333469 2.431165 2.398523 2.506559
##  [913] 2.725687 2.818381 2.626456 2.537649 2.548335 2.726049 2.436000 2.273583
##  [921] 2.480936 2.521518 2.543164 2.705486 2.373108 2.316203 2.699925 2.481369
##  [929] 2.608789 2.613459 2.526416 2.452015 2.572040 2.476329 2.529429 2.597785
##  [937] 2.589520 2.636088 2.413343 2.599393 2.410244 2.561424 2.617084 2.552957
##  [945] 2.496534 2.457184 2.510896 2.723685 2.627540 2.518419 2.921379 2.699202
##  [953] 2.465942 2.530187 2.391834 2.372763 2.645824 2.576626 2.512079 2.473160
##  [961] 2.255127 2.720802 2.486432 2.546753 2.489517 2.497810 2.367234 2.696359
##  [969] 2.390935 2.332689 2.686636 2.578502 2.567086 2.355662 2.407457 2.550873
##  [977] 2.732263 2.752337 2.653547 2.604104 2.779193 2.642918 2.474583 2.537554
##  [985] 2.641299 2.576985 2.466813 2.546290 2.832863 2.340061 2.524190 2.745396
##  [993] 2.570660 2.516245 2.467844 2.745459 2.731902 2.560684 2.414323 2.610054

bootstrap_distn<- tibble(
  resample_mean = bootstrap_1000
)
bootstrap_distn

summary(bootstrap_distn)

##  resample_mean  
##  Min.   :2.087  
##  1st Qu.:2.446  
##  Median :2.542  
##  Mean   :2.540  
##  3rd Qu.:2.646  
##  Max.   :2.978

The mean is 2.537kg with a 95% confidence interval of (2.442, 2.633).

4. Summarize your findings. Is the effect of quitting smoking on weight change significant? What is the effect? Is it modified by baseline smoking intensity?

summary(q7model)

## 
## Call:
## glm(formula = wt82_71 ~ qsmk + sex + race + age + I(age^2) + 
##     education + exercise + smokeintensity + I(smokeintensity^2) + 
##     qsmk * smokeintensity, data = nhefs1)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -44.185   -3.914   -0.018    3.932   45.002  
## 
## Coefficients:
##                             Estimate Std. Error t value Pr(>|t|)    
## (Intercept)               -6.0042833  2.6729971  -2.246  0.02483 *  
## qsmkYes                    2.3339493  0.8238462   2.833  0.00467 ** 
## sexMale                    0.4210610  0.4032397   1.044  0.29656    
## raceWhite                  0.0102743  0.5905238   0.017  0.98612    
## age                        0.4933994  0.1158148   4.260 2.16e-05 ***
## I(age^2)                  -0.0072308  0.0012708  -5.690 1.52e-08 ***
## educationCollege dropout   1.2643415  0.8478856   1.491  0.13612    
## educationCollege or more  -0.5731730  0.7469116  -0.767  0.44297    
## educationHS                0.4593257  0.5647504   0.813  0.41616    
## educationHS dropout        0.7493501  0.6179189   1.213  0.22543    
## exercisemoderate exercise  0.0614818  0.4318375   0.142  0.88680    
## exercisemuch exercise      0.2333391  0.5508495   0.424  0.67192    
## smokeintensity             0.0508081  0.0524918   0.968  0.33323    
## I(smokeintensity^2)       -0.0011008  0.0009546  -1.153  0.24902    
## qsmkYes:smokeintensity     0.0477562  0.0358015   1.334  0.18243    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for gaussian family taken to be 55.97758)
## 
##     Null deviance: 97176  on 1565  degrees of freedom
## Residual deviance: 86821  on 1551  degrees of freedom
## AIC: 10764
## 
## Number of Fisher Scoring iterations: 2

The effect of quitting smoking on weight change is significant, with a positive effect of about 2.33kg. It is not modified by baseline smoking intensity.

Question 10: what did those quadratic terms do?

Use the coefficients of age and I(age)^2 to plot the conditional relationship between age and weight change for the participants in this study. Specifically, use the ages of the participants in this study to calculate

\[ y = \beta_{age} * age + \beta_{I(age)^2} * age^2 \] then create a scatterplot of y vs age. How did the quadratic term change the modeled association between age and weight change, compared to a linear term only?

#summary(nhefs1$age)
q10<- data.frame(x = 20:100)
q10$y <- (0.4933994*q10$x) +  (-0.007230 * (q10$x)^2)
q10

plot(y~x, data = q10)

It seems that the effect accelerates downwards as age, represented by x, increases.