Spaceship Titanic Kaggle Competition

Welcome to the year 2912, where your data science skills are needed to solve a cosmic mystery. We’ve received a transmission from four lightyears away and things aren’t looking good.

The Spaceship Titanic was an interstellar passenger liner launched a month ago. With almost 13,000 passengers on board, the vessel set out on its maiden voyage transporting emigrants from our solar system to three newly habitable exoplanets orbiting nearby stars.

While rounding Alpha Centauri en route to its first destination—the torrid 55 Cancri E—the unwary Spaceship Titanic collided with a spacetime anomaly hidden within a dust cloud. Sadly, it met a similar fate as its namesake from 1000 years before. Though the ship stayed intact, almost half of the passengers were transported to an alternate dimension!

!()

library(readr)
test <- read_csv("C:/Users/souma/Downloads/test (2).csv")
## Rows: 4277 Columns: 13
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (5): PassengerId, HomePlanet, Cabin, Destination, Name
## dbl (6): Age, RoomService, FoodCourt, ShoppingMall, Spa, VRDeck
## lgl (2): CryoSleep, VIP
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
View
## function (x, title) 
## {
##     check <- Sys.getenv("_R_CHECK_SCREEN_DEVICE_", "")
##     msg <- "View() should not be used in examples etc"
##     if (identical(check, "stop")) 
##         stop(msg, domain = NA)
##     else if (identical(check, "warn")) 
##         warning(msg, immediate. = TRUE, noBreaks. = TRUE, domain = NA)
##     if (missing(title)) 
##         title <- paste("Data:", deparse(substitute(x))[1])
##     x0 <- as.data.frame(x)
##     x <- as.list(format.data.frame(x0))
##     rn <- row.names(x0)
##     if (any(rn != seq_along(rn))) 
##         x <- c(list(row.names = rn), x)
##     if (!is.list(x) || !length(x) || !all(sapply(x, is.atomic)) || 
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##         stop("invalid 'x' argument")
##     if (grepl("darwin", R.version$os)) 
##         check_for_XQuartz(file.path(R.home("modules"), "R_de.so"))
##     invisible(.External2(C_dataviewer, x, title))
## }
## <bytecode: 0x000001d159881468>
## <environment: namespace:utils>
library(readr)
train <- read_csv("C:/Users/souma/Downloads/train (1).csv")
## Rows: 8693 Columns: 14
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (5): PassengerId, HomePlanet, Cabin, Destination, Name
## dbl (6): Age, RoomService, FoodCourt, ShoppingMall, Spa, VRDeck
## lgl (3): CryoSleep, VIP, Transported
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
View(train)
library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
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## ✔ lubridate 1.9.3     ✔ tidyr     1.3.0
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
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## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(DataExplorer)
create_report(train)
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## output file: C:/Users/souma/Documents/Spaceship Titanic Kaggle Competition/report.knit.md
## "C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools/pandoc" +RTS -K512m -RTS "C:\Users\souma\DOCUME~1\SPACES~1\REPORT~1.MD" --to html4 --from markdown+autolink_bare_uris+tex_math_single_backslash --output pandoc3b0c762376de.html --lua-filter "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmarkdown\lua\pagebreak.lua" --lua-filter "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmarkdown\lua\latex-div.lua" --embed-resources --standalone --variable bs3=TRUE --section-divs --table-of-contents --toc-depth 6 --template "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmd\h\default.html" --no-highlight --variable highlightjs=1 --variable theme=yeti --mathjax --variable "mathjax-url=https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML" --include-in-header "C:\Users\souma\AppData\Local\Temp\RtmpY9rMe2\rmarkdown-str3b0c1d8f464d.html"
## 
## Output created: report.html
create_report(test)
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## output file: C:/Users/souma/Documents/Spaceship Titanic Kaggle Competition/report.knit.md
## "C:/Program Files/RStudio/resources/app/bin/quarto/bin/tools/pandoc" +RTS -K512m -RTS "C:\Users\souma\DOCUME~1\SPACES~1\REPORT~1.MD" --to html4 --from markdown+autolink_bare_uris+tex_math_single_backslash --output pandoc3b0c458a5b32.html --lua-filter "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmarkdown\lua\pagebreak.lua" --lua-filter "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmarkdown\lua\latex-div.lua" --embed-resources --standalone --variable bs3=TRUE --section-divs --table-of-contents --toc-depth 6 --template "C:\Users\souma\AppData\Local\R\win-library\4.3\rmarkdown\rmd\h\default.html" --no-highlight --variable highlightjs=1 --variable theme=yeti --mathjax --variable "mathjax-url=https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML" --include-in-header "C:\Users\souma\AppData\Local\Temp\RtmpY9rMe2\rmarkdown-str3b0c40421d1f.html"
## 
## Output created: report.html
library(tidyverse)
library(explore)
train %>% describe_all()
## # A tibble: 14 × 8
##    variable     type     na na_pct unique   min   mean   max
##    <chr>        <chr> <int>  <dbl>  <int> <dbl>  <dbl> <dbl>
##  1 PassengerId  chr       0    0     8693    NA  NA       NA
##  2 HomePlanet   chr     201    2.3      4    NA  NA       NA
##  3 CryoSleep    lgl     217    2.5      3     0   0.36     1
##  4 Cabin        chr     199    2.3   6561    NA  NA       NA
##  5 Destination  chr     182    2.1      4    NA  NA       NA
##  6 Age          dbl     179    2.1     81     0  28.8     79
##  7 VIP          lgl     203    2.3      3     0   0.02     1
##  8 RoomService  dbl     181    2.1   1274     0 225.   14327
##  9 FoodCourt    dbl     183    2.1   1508     0 458.   29813
## 10 ShoppingMall dbl     208    2.4   1116     0 174.   23492
## 11 Spa          dbl     183    2.1   1328     0 311.   22408
## 12 VRDeck       dbl     188    2.2   1307     0 305.   24133
## 13 Name         chr     200    2.3   8474    NA  NA       NA
## 14 Transported  lgl       0    0        2     0   0.5      1
test %>% describe_all()
## # A tibble: 13 × 8
##    variable     type     na na_pct unique   min   mean   max
##    <chr>        <chr> <int>  <dbl>  <int> <dbl>  <dbl> <dbl>
##  1 PassengerId  chr       0    0     4277    NA  NA       NA
##  2 HomePlanet   chr      87    2        4    NA  NA       NA
##  3 CryoSleep    lgl      93    2.2      3     0   0.37     1
##  4 Cabin        chr     100    2.3   3266    NA  NA       NA
##  5 Destination  chr      92    2.2      4    NA  NA       NA
##  6 Age          dbl      91    2.1     80     0  28.7     79
##  7 VIP          lgl      93    2.2      3     0   0.02     1
##  8 RoomService  dbl      82    1.9    843     0 219.   11567
##  9 FoodCourt    dbl     106    2.5    903     0 439.   25273
## 10 ShoppingMall dbl      98    2.3    716     0 177.    8292
## 11 Spa          dbl     101    2.4    834     0 303.   19844
## 12 VRDeck       dbl      80    1.9    797     0 311.   22272
## 13 Name         chr      94    2.2   4177    NA  NA       NA
head(test)
## # A tibble: 6 × 13
##   PassengerId HomePlanet CryoSleep Cabin Destination   Age VIP   RoomService
##   <chr>       <chr>      <lgl>     <chr> <chr>       <dbl> <lgl>       <dbl>
## 1 0013_01     Earth      TRUE      G/3/S TRAPPIST-1e    27 FALSE           0
## 2 0018_01     Earth      FALSE     F/4/S TRAPPIST-1e    19 FALSE           0
## 3 0019_01     Europa     TRUE      C/0/S 55 Cancri e    31 FALSE           0
## 4 0021_01     Europa     FALSE     C/1/S TRAPPIST-1e    38 FALSE           0
## 5 0023_01     Earth      FALSE     F/5/S TRAPPIST-1e    20 FALSE          10
## 6 0027_01     Earth      FALSE     F/7/P TRAPPIST-1e    31 FALSE           0
## # ℹ 5 more variables: FoodCourt <dbl>, ShoppingMall <dbl>, Spa <dbl>,
## #   VRDeck <dbl>, Name <chr>
head(train)
## # A tibble: 6 × 14
##   PassengerId HomePlanet CryoSleep Cabin Destination     Age VIP   RoomService
##   <chr>       <chr>      <lgl>     <chr> <chr>         <dbl> <lgl>       <dbl>
## 1 0001_01     Europa     FALSE     B/0/P TRAPPIST-1e      39 FALSE           0
## 2 0002_01     Earth      FALSE     F/0/S TRAPPIST-1e      24 FALSE         109
## 3 0003_01     Europa     FALSE     A/0/S TRAPPIST-1e      58 TRUE           43
## 4 0003_02     Europa     FALSE     A/0/S TRAPPIST-1e      33 FALSE           0
## 5 0004_01     Earth      FALSE     F/1/S TRAPPIST-1e      16 FALSE         303
## 6 0005_01     Earth      FALSE     F/0/P PSO J318.5-22    44 FALSE           0
## # ℹ 6 more variables: FoodCourt <dbl>, ShoppingMall <dbl>, Spa <dbl>,
## #   VRDeck <dbl>, Name <chr>, Transported <lgl>

sırada bu verileri gözlem bazın verileri boş yer var . bazın değişkenler gizli . 2’tan bilgi var bu 2 bilgi çıkarmam lazın . 2 daha farklı eklecem .cabin to 3 coloums.

train[c('deck' , 'num' , 'side')] <- str_split_fixed(train$Cabin, "/" ,3 )


```r
train[c('ailenum' , 'ailesira')] <- str_split_fixed(train$PassengerId, "-" ,2 )
unique(train$HomePlanet)
## [1] "Europa" "Earth"  "Mars"   NA
unique(test$HomePlanet)
## [1] "Earth"  "Europa" "Mars"   NA
mean(train$Age )
## [1] NA
mean(train$Age, na.rm = TRUE)
## [1] 28.82793
mean(test$Age)
## [1] NA
mean(test$Age, na.rm = TRUE)
## [1] 28.65815
head(train)
## # A tibble: 6 × 19
##   PassengerId HomePlanet CryoSleep Cabin Destination     Age VIP   RoomService
##   <chr>       <chr>      <lgl>     <chr> <chr>         <dbl> <lgl>       <dbl>
## 1 0001_01     Europa     FALSE     B/0/P TRAPPIST-1e      39 FALSE           0
## 2 0002_01     Earth      FALSE     F/0/S TRAPPIST-1e      24 FALSE         109
## 3 0003_01     Europa     FALSE     A/0/S TRAPPIST-1e      58 TRUE           43
## 4 0003_02     Europa     FALSE     A/0/S TRAPPIST-1e      33 FALSE           0
## 5 0004_01     Earth      FALSE     F/1/S TRAPPIST-1e      16 FALSE         303
## 6 0005_01     Earth      FALSE     F/0/P PSO J318.5-22    44 FALSE           0
## # ℹ 11 more variables: FoodCourt <dbl>, ShoppingMall <dbl>, Spa <dbl>,
## #   VRDeck <dbl>, Name <chr>, Transported <lgl>, deck <chr>, num <chr>,
## #   side <chr>, ailenum <chr>, ailesira <chr>
head(test)
## # A tibble: 6 × 13
##   PassengerId HomePlanet CryoSleep Cabin Destination   Age VIP   RoomService
##   <chr>       <chr>      <lgl>     <chr> <chr>       <dbl> <lgl>       <dbl>
## 1 0013_01     Earth      TRUE      G/3/S TRAPPIST-1e    27 FALSE           0
## 2 0018_01     Earth      FALSE     F/4/S TRAPPIST-1e    19 FALSE           0
## 3 0019_01     Europa     TRUE      C/0/S 55 Cancri e    31 FALSE           0
## 4 0021_01     Europa     FALSE     C/1/S TRAPPIST-1e    38 FALSE           0
## 5 0023_01     Earth      FALSE     F/5/S TRAPPIST-1e    20 FALSE          10
## 6 0027_01     Earth      FALSE     F/7/P TRAPPIST-1e    31 FALSE           0
## # ℹ 5 more variables: FoodCourt <dbl>, ShoppingMall <dbl>, Spa <dbl>,
## #   VRDeck <dbl>, Name <chr>
head(train$VIP)
## [1] FALSE FALSE  TRUE FALSE FALSE FALSE
head(test$VIP)
## [1] FALSE FALSE FALSE FALSE FALSE FALSE
data()
glimpse(train)
## Rows: 8,693
## Columns: 19
## $ PassengerId  <chr> "0001_01", "0002_01", "0003_01", "0003_02", "0004_01", "0…
## $ HomePlanet   <chr> "Europa", "Earth", "Europa", "Europa", "Earth", "Earth", …
## $ CryoSleep    <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, TRUE, FA…
## $ Cabin        <chr> "B/0/P", "F/0/S", "A/0/S", "A/0/S", "F/1/S", "F/0/P", "F/…
## $ Destination  <chr> "TRAPPIST-1e", "TRAPPIST-1e", "TRAPPIST-1e", "TRAPPIST-1e…
## $ Age          <dbl> 39, 24, 58, 33, 16, 44, 26, 28, 35, 14, 34, 45, 32, 48, 2…
## $ VIP          <lgl> FALSE, FALSE, TRUE, FALSE, FALSE, FALSE, FALSE, FALSE, FA…
## $ RoomService  <dbl> 0, 109, 43, 0, 303, 0, 42, 0, 0, 0, 0, 39, 73, 719, 8, 32…
## $ FoodCourt    <dbl> 0, 9, 3576, 1283, 70, 483, 1539, 0, 785, 0, 0, 7295, 0, 1…
## $ ShoppingMall <dbl> 0, 25, 0, 371, 151, 0, 3, 0, 17, 0, NA, 589, 1123, 65, 12…
## $ Spa          <dbl> 0, 549, 6715, 3329, 565, 291, 0, 0, 216, 0, 0, 110, 0, 0,…
## $ VRDeck       <dbl> 0, 44, 49, 193, 2, 0, 0, NA, 0, 0, 0, 124, 113, 24, 7, 0,…
## $ Name         <chr> "Maham Ofracculy", "Juanna Vines", "Altark Susent", "Sola…
## $ Transported  <lgl> FALSE, TRUE, FALSE, FALSE, TRUE, TRUE, TRUE, TRUE, TRUE, …
## $ deck         <chr> "B", "F", "A", "A", "F", "F", "F", "G", "F", "B", "B", "B…
## $ num          <chr> "0", "0", "0", "0", "1", "0", "2", "0", "3", "1", "1", "1…
## $ side         <chr> "P", "S", "S", "S", "S", "P", "S", "S", "S", "P", "P", "P…
## $ ailenum      <chr> "0001_01", "0002_01", "0003_01", "0003_02", "0004_01", "0…
## $ ailesira     <chr> "", "", "", "", "", "", "", "", "", "", "", "", "", "", "…
glimpse(test)
## Rows: 4,277
## Columns: 13
## $ PassengerId  <chr> "0013_01", "0018_01", "0019_01", "0021_01", "0023_01", "0…
## $ HomePlanet   <chr> "Earth", "Earth", "Europa", "Europa", "Earth", "Earth", "…
## $ CryoSleep    <lgl> TRUE, FALSE, TRUE, FALSE, FALSE, FALSE, TRUE, TRUE, TRUE,…
## $ Cabin        <chr> "G/3/S", "F/4/S", "C/0/S", "C/1/S", "F/5/S", "F/7/P", "B/…
## $ Destination  <chr> "TRAPPIST-1e", "TRAPPIST-1e", "55 Cancri e", "TRAPPIST-1e…
## $ Age          <dbl> 27, 19, 31, 38, 20, 31, 21, 20, 23, 24, 19, 45, 44, 46, 2…
## $ VIP          <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, F…
## $ RoomService  <dbl> 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 339, 932, 0, 0, 0, 0, 2, 0…
## $ FoodCourt    <dbl> 0, 9, 0, 6652, 0, 1615, NA, 0, 0, 639, 3, 74, 1561, 0, 0,…
## $ ShoppingMall <dbl> 0, 0, 0, 0, 635, 263, 0, 0, 0, 0, 136, NA, 0, 0, 0, 0, 25…
## $ Spa          <dbl> 0, 2823, 0, 181, 0, 113, 0, 0, 0, 0, 237, 7, 14, 0, 1687,…
## $ VRDeck       <dbl> 0, 0, 0, 585, 0, 60, 0, 0, 0, 0, 0, 1010, 224, 0, 92, NA,…
## $ Name         <chr> "Nelly Carsoning", "Lerome Peckers", "Sabih Unhearfus", "…
View(test)
View(train)
filter(train, Age >= 40)
## # A tibble: 1,859 × 19
##    PassengerId HomePlanet CryoSleep Cabin Destination     Age VIP   RoomService
##    <chr>       <chr>      <lgl>     <chr> <chr>         <dbl> <lgl>       <dbl>
##  1 0003_01     Europa     FALSE     A/0/S TRAPPIST-1e      58 TRUE           43
##  2 0005_01     Earth      FALSE     F/0/P PSO J318.5-22    44 FALSE           0
##  3 0008_03     Europa     FALSE     B/1/P 55 Cancri e      45 FALSE          39
##  4 0010_01     Earth      FALSE     G/1/S TRAPPIST-1e      48 FALSE         719
##  5 0016_01     Mars       TRUE      F/5/P TRAPPIST-1e      45 FALSE           0
##  6 0020_02     Earth      TRUE      E/0/S 55 Cancri e      49 FALSE           0
##  7 0024_01     Europa     TRUE      C/2/S TRAPPIST-1e      62 FALSE           0
##  8 0028_01     Mars       FALSE     F/8/P TRAPPIST-1e      43 FALSE        1125
##  9 0031_01     Mars       FALSE     F/9/P TRAPPIST-1e      47 FALSE         214
## 10 0043_01     Europa     FALSE     B/3/P TRAPPIST-1e      45 FALSE           0
## # ℹ 1,849 more rows
## # ℹ 11 more variables: FoodCourt <dbl>, ShoppingMall <dbl>, Spa <dbl>,
## #   VRDeck <dbl>, Name <chr>, Transported <lgl>, deck <chr>, num <chr>,
## #   side <chr>, ailenum <chr>, ailesira <chr>
train_effecient <- filter(train, Age >= 40)
View(train_effecient)
ggplot(train, aes( x = Age)) + geom_histogram() + labs(x = "Age mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 179 rows containing non-finite values (`stat_bin()`).

ggplot(test, aes( x = Age)) + geom_histogram() + labs(x = "Age mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 91 rows containing non-finite values (`stat_bin()`).

ggplot(train, aes( x = VRDeck)) + geom_histogram() + labs(x = "VRDeck mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 188 rows containing non-finite values (`stat_bin()`).

ggplot(test, aes( x = VRDeck)) + geom_histogram() + labs(x = "VRDeck mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 80 rows containing non-finite values (`stat_bin()`).

ggplot(train, aes( x = Age)) + geom_freqpoly() + labs(x = "Age mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 179 rows containing non-finite values (`stat_bin()`).

ggplot(test, aes( x = Age)) + geom_freqpoly() + labs(x = "Age mileage")
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
## Warning: Removed 91 rows containing non-finite values (`stat_bin()`).

ggplot(test, aes(x = Age , y = VRDeck)) + geom_point()
## Warning: Removed 167 rows containing missing values (`geom_point()`).

ggplot(train, aes(x = Age, y = Transported)) + geom_point()
## Warning: Removed 179 rows containing missing values (`geom_point()`).

ggplot(train, aes(x = Age, y = VRDeck)) + geom_point()+ geom_smooth(method = "lm")
## `geom_smooth()` using formula = 'y ~ x'
## Warning: Removed 363 rows containing non-finite values (`stat_smooth()`).
## Warning: Removed 363 rows containing missing values (`geom_point()`).

ggplot(test, aes(x = Age, y = VRDeck, color = )) + geom_point()
## Warning: Removed 167 rows containing missing values (`geom_point()`).

ggplot(train, aes(x = Age, y = VRDeck, color = )) + geom_point()+ scale_color_brewer(palette = "Dark2" )
## Warning: Removed 363 rows containing missing values (`geom_point()`).

train_metric <- train %>% 
  mutate(Age_metric = 0.425144*Age)
View(train)
test_metric <- test %>% 
  mutate(Age_metric = 0.425144*Age)
View(test)
train %>%
  group_by(PassengerId) %>%
summarise(mean(Age), median(Age))
## # A tibble: 8,693 × 3
##    PassengerId `mean(Age)` `median(Age)`
##    <chr>             <dbl>         <dbl>
##  1 0001_01              39            39
##  2 0002_01              24            24
##  3 0003_01              58            58
##  4 0003_02              33            33
##  5 0004_01              16            16
##  6 0005_01              44            44
##  7 0006_01              26            26
##  8 0006_02              28            28
##  9 0007_01              35            35
## 10 0008_01              14            14
## # ℹ 8,683 more rows
test %>%
  group_by(PassengerId) %>%
summarise(mean(Age), median(Age))
## # A tibble: 4,277 × 3
##    PassengerId `mean(Age)` `median(Age)`
##    <chr>             <dbl>         <dbl>
##  1 0013_01              27            27
##  2 0018_01              19            19
##  3 0019_01              31            31
##  4 0021_01              38            38
##  5 0023_01              20            20
##  6 0027_01              31            31
##  7 0029_01              21            21
##  8 0032_01              20            20
##  9 0032_02              23            23
## 10 0033_01              24            24
## # ℹ 4,267 more rows
quantile
## function (x, ...) 
## UseMethod("quantile")
## <bytecode: 0x000001d155e80cd8>
## <environment: namespace:stats>
quantile(test$Age, na.rm = TRUE)
##   0%  25%  50%  75% 100% 
##    0   19   26   37   79
quantile(train$VIP, na.rm = TRUE)
##   0%  25%  50%  75% 100% 
##    0    0    0    0    1
var(test$Age, na.rm = TRUE)
## [1] 201.0461
var(train$Age, na.rm = TRUE)
## [1] 209.9317
sd(test$Age, na.rm = TRUE)
## [1] 14.17907
sd(train$Age, na.rm = TRUE)
## [1] 14.48902
hist(train$Age)

hist(test$Age)

hist(train$VRDeck)

hist(test$Age)

ggplot(test, aes(x = Age )) + geom_bar()
## Warning: Removed 91 rows containing non-finite values (`stat_count()`).

plot(test)

plot(train)

plot(test$Age)

hist(test$VRDeck)

table(train$HomePlanet)
## 
##  Earth Europa   Mars 
##   4602   2131   1759
table(test$CryoSleep)
## 
## FALSE  TRUE 
##  2640  1544
table(train$Cabin)
## 
##    A/0/P    A/0/S    A/1/S   A/10/P   A/10/S  A/100/S  A/101/S  A/102/S 
##        2        2        3        1        1        2        2        1 
##  A/103/S  A/104/S  A/106/S  A/107/S   A/11/S   A/13/P   A/14/P   A/14/S 
##        3        3        1        1        1        2        2        3 
##   A/16/P   A/16/S   A/17/S   A/18/P   A/18/S   A/19/P   A/19/S    A/2/P 
##        2        2        1        1        1        3        1        1 
##    A/2/S   A/20/P   A/20/S   A/21/P   A/21/S   A/22/P   A/22/S   A/23/P 
##        1        1        4        2        1        4        1        2 
##   A/23/S   A/24/P   A/24/S   A/25/P   A/25/S   A/26/S   A/27/P   A/27/S 
##        3        1        1        1        1        2        3        4 
##   A/28/S   A/29/P   A/29/S    A/3/P    A/3/S   A/30/P   A/30/S   A/31/P 
##        1        1        2        1        1        1        2        1 
##   A/32/S   A/35/P   A/35/S   A/36/S   A/37/P   A/37/S   A/38/P   A/39/S 
##        1        1        1        1        3        1        1        1 
##    A/4/P   A/40/P   A/40/S   A/42/P   A/42/S   A/43/P   A/43/S   A/44/P 
##        2        1        1        1        1        1        4        1 
##   A/44/S   A/46/S   A/47/P   A/47/S   A/48/S    A/5/P    A/5/S   A/50/P 
##        1        3        1        1        1        1        2        1 
##   A/50/S   A/51/P   A/51/S   A/52/P   A/52/S   A/53/P   A/53/S   A/54/P 
##        2        4        3        2        1        1        1        2 
##   A/54/S   A/55/P   A/55/S   A/56/P   A/57/P   A/57/S   A/58/P   A/58/S 
##        3        1        2        1        4        2        4        1 
##   A/59/P    A/6/P    A/6/S   A/60/P   A/60/S   A/61/S   A/62/P   A/62/S 
##        4        1        1        1        3        1        1        1 
##   A/64/P   A/64/S   A/65/P   A/65/S   A/66/P   A/67/P   A/67/S   A/68/P 
##        1        1        1        2        1        6        1        1 
##    A/7/S   A/71/P   A/71/S   A/72/P   A/72/S   A/73/P   A/74/S   A/75/P 
##        2        2        1        1        1        2        1        4 
##   A/75/S   A/76/S   A/77/P   A/77/S   A/78/P   A/79/P   A/79/S    A/8/S 
##        3        2        1        1        1        1        1        3 
##   A/80/P   A/80/S   A/81/P   A/81/S   A/82/S   A/83/P   A/84/S   A/85/P 
##        1        3        2        1        3        2        4        2 
##   A/86/S   A/87/S   A/88/P   A/89/P   A/89/S    A/9/P    A/9/S   A/90/P 
##        1        1        1        1        1        2        1        1 
##   A/90/S   A/91/P   A/92/P   A/92/S   A/93/S   A/94/S   A/95/P   A/96/S 
##        1        3        1        1        1        2        3        2 
##   A/97/P   A/97/S   A/98/P   A/98/S   A/99/S    B/0/P    B/1/P    B/1/S 
##        3        4        1        1        1        1        3        1 
##   B/10/S  B/100/S  B/101/P  B/102/P  B/102/S  B/103/S  B/104/P  B/105/P 
##        1        1        1        1        1        2        1        2 
##  B/105/S  B/106/P  B/106/S  B/107/P  B/107/S  B/109/P   B/11/P   B/11/S 
##        1        1        1        3        1        1        1        7 
##  B/110/P  B/111/P  B/111/S  B/112/S  B/113/P  B/113/S  B/114/P  B/115/P 
##        4        1        1        1        1        2        1        1 
##  B/115/S  B/116/P  B/116/S  B/117/P  B/117/S  B/118/P  B/118/S  B/119/P 
##        1        1        2        1        2        4        1        2 
##   B/12/P  B/120/P  B/120/S  B/121/P  B/121/S  B/122/P  B/122/S  B/123/S 
##        1        1        3        1        4        1        1        5 
##  B/124/P  B/125/P  B/125/S  B/126/P  B/127/P  B/128/P  B/129/P   B/13/S 
##        1        2        3        1        2        1        2        1 
##  B/130/P  B/130/S  B/131/S  B/132/P  B/132/S  B/133/P  B/134/P  B/135/P 
##        1        4        4        2        2        1        2        1 
##  B/135/S  B/136/P  B/136/S  B/138/P  B/139/P  B/139/S   B/14/S  B/140/S 
##        1        3        2        1        1        1        2        1 
##  B/141/P  B/142/P  B/142/S  B/143/P  B/144/P  B/144/S  B/145/P  B/145/S 
##        1        1        2        1        3        2        2        1 
##  B/146/P  B/146/S  B/147/S  B/148/P  B/148/S  B/149/P  B/149/S   B/15/P 
##        2        1        1        1        1        1        1        1 
##   B/15/S  B/150/P  B/150/S  B/151/P  B/152/P  B/152/S  B/153/P  B/154/P 
##        3        2        3        2        1        1        1        2 
##  B/154/S  B/155/S  B/156/P  B/158/P  B/158/S  B/159/P   B/16/P  B/160/P 
##        1        2        1        1        2        1        2        1 
##  B/161/P  B/161/S  B/162/P  B/163/S  B/164/P  B/164/S  B/165/P  B/165/S 
##        2        3        1        2        1        1        1        1 
##  B/166/P  B/166/S  B/167/P  B/167/S  B/168/S  B/169/S   B/17/P   B/17/S 
##        3        3        1        1        1        1        2        1 
##  B/170/P  B/170/S  B/171/P  B/171/S  B/172/S  B/175/P  B/175/S  B/176/P 
##        2        2        3        1        2        1        5        2 
##  B/177/P  B/177/S  B/178/P  B/178/S  B/179/P   B/18/P   B/18/S  B/180/S 
##        2        1        1        2        1        3        1        1 
##  B/181/P  B/181/S  B/182/P  B/182/S  B/183/P  B/183/S  B/184/S  B/185/P 
##        2        2        1        1        1        6        2        5 
##  B/186/P  B/186/S  B/187/P  B/188/P  B/189/S   B/19/P   B/19/S  B/190/P 
##        4        2        1        2        1        1        6        2 
##  B/192/P  B/192/S  B/193/P  B/193/S  B/194/P  B/194/S  B/195/P  B/195/S 
##        1        3        2        1        2        2        3        1 
##  B/196/P  B/198/P  B/199/P  B/199/S    B/2/S   B/20/P   B/20/S  B/200/S 
##        1        1        2        1        1        2        1        2 
##  B/201/P  B/201/S  B/202/S  B/203/P  B/203/S  B/204/S  B/205/S  B/206/P 
##        7        1        3        3        1        1        2        1 
##  B/206/S  B/207/P  B/207/S  B/208/P  B/208/S  B/209/P   B/21/P  B/210/S 
##        1        1        1        1        1        1        1        2 
##  B/211/S  B/212/S  B/213/P  B/213/S  B/214/S  B/216/P  B/216/S  B/217/P 
##        1        1        2        2        2        4        1        2 
##  B/217/S  B/218/P  B/218/S  B/219/P  B/219/S   B/22/P  B/220/S  B/221/P 
##        1        1        4        1        2        2        1        1 
##  B/221/S  B/222/P  B/222/S  B/224/P  B/224/S  B/226/P  B/226/S  B/227/S 
##        1        4        1        2        1        2        3        3 
##  B/229/P  B/229/S   B/23/P  B/230/S  B/231/S  B/232/S  B/233/P  B/233/S 
##        4        1        2        4        2        1        2        1 
##  B/234/S  B/235/S  B/236/P  B/236/S  B/237/P  B/238/P  B/238/S  B/239/P 
##        1        2        1        1        2        3        3        1 
##  B/239/S   B/24/P  B/240/P  B/241/P  B/241/S  B/243/S  B/244/P  B/245/S 
##        2        3        1        1        1        2        1        2 
##  B/246/P  B/247/P  B/247/S  B/248/S  B/249/S   B/25/P   B/25/S  B/250/P 
##        2        4        1        2        1        1        1        1 
##  B/250/S  B/251/P  B/251/S  B/252/P  B/253/P  B/253/S  B/254/P  B/254/S 
##        2        1        2        2        1        2        1        2 
##  B/255/P  B/255/S  B/256/S  B/257/P  B/258/P  B/258/S  B/259/S  B/260/P 
##        1        1        1        1        2        4        1        2 
##  B/260/S  B/261/P  B/261/S  B/262/P  B/262/S  B/263/P  B/263/S  B/264/S 
##        2        2        1        1        1        1        1        2 
##  B/265/S  B/266/S  B/267/P  B/267/S  B/268/P  B/268/S  B/269/P  B/269/S 
##        2        1        2        2        1        1        4        2 
##   B/27/S  B/270/P  B/270/S  B/271/S  B/272/P  B/273/S  B/276/P  B/277/P 
##        3        4        1        1        1        1        1        2 
##  B/277/S  B/278/P  B/278/S  B/279/P  B/279/S   B/28/P   B/28/S  B/280/P 
##        4        1        1        3        3        1        1        2 
##  B/281/P  B/281/S  B/282/S  B/283/S  B/284/P  B/284/S  B/285/P  B/286/P 
##        1        3        1        2        1        1        1        2 
##  B/286/S  B/287/P  B/287/S  B/288/S  B/289/S   B/29/S  B/290/S  B/291/P 
##        2        1        1        3        1        1        1        4 
##  B/292/P  B/292/S  B/293/P  B/294/P  B/294/S  B/295/S  B/296/P  B/296/S 
##        1        1        1        1        1        2        1        1 
##  B/297/P  B/298/P  B/298/S  B/299/P  B/299/S    B/3/P    B/3/S   B/30/S 
##        4        1        2        1        1        1        2        1 
##  B/300/P  B/300/S  B/301/P  B/301/S  B/305/S  B/306/S  B/307/S  B/309/S 
##        3        2        2        1        2        2        1        1 
##   B/31/S  B/310/S  B/311/S  B/313/S  B/315/S  B/317/S  B/318/S  B/319/S 
##        1        1        1        1        3        1        2        3 
##   B/32/P   B/32/S  B/320/S  B/321/S  B/323/S  B/326/S  B/329/S  B/330/S 
##        2        2        1        2        2        2        2        2 
##  B/331/S  B/332/S  B/333/S  B/334/S  B/336/S  B/337/S  B/339/S   B/34/P 
##        2        1        1        2        2        1        1        2 
##  B/340/S  B/341/S  B/342/S  B/343/S  B/344/S  B/347/S  B/348/S  B/349/S 
##        5        1        2        1        1        1        1        1 
##   B/35/P   B/35/S  B/350/S  B/351/S  B/353/S   B/36/P   B/37/S   B/38/P 
##        2        2        2        1        1        2        1        2 
##   B/38/S   B/39/P   B/39/S   B/40/P   B/40/S   B/41/S   B/42/P   B/43/P 
##        1        1        2        1        1        2        1        3 
##   B/43/S   B/44/P   B/45/P   B/46/S   B/47/P   B/47/S   B/48/S   B/49/S 
##        1        4        1        3        5        2        2        1 
##    B/5/P   B/50/P   B/50/S   B/51/S   B/53/P   B/53/S   B/54/P   B/55/P 
##        3        2        2        1        1        1        1        1 
##   B/55/S   B/56/S   B/57/P   B/57/S   B/58/P   B/58/S   B/59/P   B/60/P 
##        2        2        1        2        1        2        3        1 
##   B/60/S   B/61/S   B/62/S   B/63/P   B/63/S   B/64/P   B/64/S   B/65/P 
##        1        3        5        1        4        1        2        4 
##   B/65/S   B/66/P   B/67/P   B/68/P    B/7/S   B/71/S   B/72/P   B/73/P 
##        1        1        1        1        4        1        1        1 
##   B/73/S   B/74/P   B/74/S   B/75/P   B/75/S   B/77/P   B/78/P    B/8/P 
##        1        1        2        2        1        1        2        2 
##    B/8/S   B/80/P   B/81/P   B/82/S   B/83/P   B/83/S   B/85/P   B/85/S 
##        1        1        1        7        1        2        1        2 
##   B/86/P   B/86/S   B/87/P   B/87/S   B/88/P   B/89/P   B/89/S    B/9/P 
##        5        1        1        1        2        2        1        1 
##    B/9/S   B/90/S   B/91/S   B/92/P   B/92/S   B/93/P   B/94/P   B/94/S 
##        2        1        1        3        1        1        2        1 
##   B/96/P   B/96/S   B/97/P   B/97/S   B/98/S   B/99/S    C/0/P   C/10/S 
##        1        2        2        2        1        4        1        1 
##  C/100/P  C/100/S  C/101/P  C/102/P  C/102/S  C/103/P  C/103/S  C/104/S 
##        1        2        2        2        1        2        2        1 
##  C/105/S  C/107/S  C/108/S  C/109/S   C/11/P   C/11/S  C/110/P  C/110/S 
##        1        1        1        3        1        1        2        1 
##  C/111/P  C/112/P  C/112/S  C/113/P  C/113/S  C/114/P  C/114/S  C/115/P 
##        1        2        1        2        1        1        1        1 
##  C/115/S  C/116/P  C/118/P  C/118/S  C/119/P  C/119/S   C/12/S  C/120/P 
##        1        3        4        2        2        1        1        1 
##  C/120/S  C/121/P  C/121/S  C/122/S  C/123/P  C/123/S  C/125/S  C/126/P 
##        2        2        1        1        4        4        6        1 
##  C/126/S  C/127/P  C/127/S  C/129/P   C/13/P  C/131/P  C/132/S  C/133/P 
##        3        1        4        1        1        2        1        5 
##  C/133/S  C/134/P  C/134/S  C/135/P  C/136/S  C/137/P  C/137/S   C/14/S 
##        3        1        1        2        1        3        7        3 
##  C/140/P  C/140/S  C/141/S  C/142/P  C/142/S  C/143/P  C/143/S  C/144/P 
##        4        1        1        1        2        1        1        4 
##  C/144/S  C/145/P  C/145/S  C/146/P  C/146/S  C/147/P  C/147/S  C/148/P 
##        1        1        1        1        1        1        1        2 
##  C/148/S  C/149/S   C/15/S  C/150/P  C/151/P  C/151/S  C/152/P  C/152/S 
##        1        2        1        1        3        2        2        1 
##  C/153/P  C/154/S  C/155/S  C/156/P  C/156/S  C/157/P  C/157/S  C/158/P 
##        1        1        3        1        3        4        2        1 
##  C/158/S  C/159/P  C/159/S   C/16/P   C/16/S  C/160/P  C/160/S  C/162/S 
##        5        2        1        1        1        1        1        1 
##  C/163/P  C/165/S  C/167/S  C/168/P  C/168/S  C/169/P  C/169/S   C/17/P 
##        2        2        1        2        1        1        1        1 
##  C/170/P  C/170/S  C/171/S  C/172/S  C/173/P  C/173/S  C/174/P  C/175/P 
##        1        1        2        2        1        1        1        1 
##  C/175/S  C/176/P  C/176/S  C/178/P  C/178/S  C/179/P  C/179/S   C/18/P 
##        1        1        5        3        1        2        1        5 
##  C/180/S  C/181/P  C/181/S  C/182/S  C/183/P  C/185/P  C/186/P  C/187/P 
##        2        1        1        1        1        3        1        2 
##  C/187/S  C/188/P  C/188/S  C/189/P  C/189/S   C/19/P   C/19/S  C/190/S 
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##        1        2        6        1        2        1        1        1 
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##   C/91/P   C/91/S   C/92/S   C/93/S   C/94/P   C/95/S   C/96/P   C/97/S 
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##        1        1        2        1        1        1        2        1 
##  D/106/P  D/107/P  D/107/S  D/108/P  D/108/S  D/109/S  D/110/P  D/111/P 
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##        1        1        1        1        1        1        1        1 
##  D/119/P  D/119/S   D/12/P  D/120/P  D/120/S  D/121/P  D/121/S  D/122/P 
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##        1        1        1        1        1        1        1        1 
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##  D/234/P  D/234/S  D/236/S  D/237/P  D/238/S  D/239/P   D/24/P   D/24/S 
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##        1        1        1        1        2        1        1        1 
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##        1        1        1        1        1        1        1        1 
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##        1        1        1        1        1        1        1        1 
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##   E/80/S   E/81/S   E/82/P   E/83/S   E/85/P   E/86/P   E/87/S   E/89/P 
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##        1        1        1        1        1        1        3        1 
##   E/95/S   E/96/P   E/97/P   E/97/S   E/98/P   E/98/S   E/99/P    F/0/P 
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##    F/0/S    F/1/P    F/1/S   F/10/P   F/10/S  F/100/P  F/100/S F/1000/P 
##        1        1        1        2        1        2        1        1 
## F/1000/S F/1001/P F/1002/P F/1002/S F/1003/S F/1004/P F/1004/S F/1005/P 
##        1        1        1        3        1        1        1        1 
## F/1005/S F/1006/P F/1006/S F/1007/P F/1007/S F/1008/P F/1008/S F/1009/P 
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## F/1009/S  F/101/P F/1010/P F/1010/S F/1012/S F/1013/S F/1014/S F/1015/P 
##        1        1        1        1        1        1        1        1 
## F/1015/S F/1016/P F/1016/S F/1018/P F/1019/P F/1019/S  F/102/S F/1020/P 
##        1        1        1        1        1        2        1        1 
## F/1021/P F/1021/S F/1022/P F/1023/P F/1023/S F/1024/P F/1024/S F/1026/P 
##        1        1        1        1        1        1        1        1 
## F/1026/S F/1028/P F/1029/S  F/103/P  F/103/S F/1030/P F/1030/S F/1032/S 
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## F/1033/P F/1034/S F/1035/S F/1036/P F/1036/S F/1037/S F/1038/P F/1039/P 
##        1        1        1        1        1        1        1        1 
## F/1041/S F/1044/P F/1044/S F/1045/P F/1045/S F/1046/P F/1046/S F/1047/S 
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## F/1048/S  F/105/S F/1050/P F/1050/S F/1051/P F/1052/P F/1052/S F/1053/S 
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## F/1054/P F/1055/S F/1056/P F/1057/P F/1058/P F/1058/S F/1059/P F/1059/S 
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## F/1060/P F/1060/S F/1061/P F/1061/S F/1062/P F/1062/S F/1063/P F/1063/S 
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## F/1064/P F/1065/P F/1067/P F/1067/S F/1069/S  F/107/S F/1070/P F/1071/P 
##        1        1        1        1        1        1        1        1 
## F/1072/S F/1073/P F/1073/S F/1075/P F/1075/S F/1076/P F/1076/S F/1077/P 
##        1        1        1        1        1        1        1        1 
## F/1077/S F/1078/P F/1078/S F/1079/P F/1079/S  F/108/S F/1080/P F/1080/S 
##        3        1        1        1        1        1        1        1 
## F/1081/P F/1083/P F/1083/S F/1084/P F/1084/S F/1085/P F/1086/P F/1087/P 
##        1        1        1        1        1        1        1        1 
## F/1087/S F/1088/S  F/109/P  F/109/S F/1090/P F/1090/S F/1091/P F/1091/S 
##        1        1        1        3        1        1        1        1 
## F/1092/P F/1092/S F/1093/S F/1094/P F/1094/S F/1095/P F/1096/S F/1098/P 
##        1        1        1        1        1        1        1        1 
## F/1099/P F/1099/S   F/11/S  F/110/P F/1100/P F/1100/S F/1101/P F/1102/P 
##        1        2        1        1        1        1        1        1 
## F/1102/S F/1104/P F/1104/S F/1105/P F/1105/S F/1106/P F/1106/S F/1107/S 
##        1        1        1        1        1        2        1        1 
## F/1108/S F/1109/P F/1109/S  F/111/P F/1111/P F/1111/S F/1112/P F/1112/S 
##        1        1        1        1        1        1        2        1 
## F/1113/P F/1113/S F/1114/P F/1114/S F/1115/S F/1116/P F/1117/P F/1117/S 
##        1        1        3        1        1        1        1        1 
## F/1118/P F/1118/S  F/112/S F/1120/S F/1121/P F/1121/S F/1122/S F/1123/P 
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## F/1123/S F/1124/P F/1125/P F/1126/P F/1126/S F/1127/P F/1127/S F/1129/P 
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## F/1129/S  F/113/S F/1131/P F/1131/S F/1132/P F/1132/S F/1133/S F/1134/P 
##        1        1        1        1        3        1        1        1 
## F/1134/S F/1135/P F/1135/S F/1136/P F/1137/P F/1137/S F/1138/S F/1139/S 
##        1        1        1        1        1        1        1        1 
##  F/114/P  F/114/S F/1140/P F/1140/S F/1141/P F/1141/S F/1143/P F/1143/S 
##        1        1        1        3        1        1        1        1 
## F/1144/P F/1144/S F/1145/P F/1145/S F/1146/P F/1146/S F/1147/P F/1147/S 
##        1        2        2        1        2        1        1        1 
## F/1148/S F/1149/P  F/115/P  F/115/S F/1150/P F/1151/S F/1153/P F/1153/S 
##        1        1        1        3        3        1        1        1 
## F/1154/P F/1154/S F/1155/P F/1156/P F/1156/S F/1158/P F/1159/P  F/116/P 
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## F/1160/P F/1160/S F/1161/P F/1161/S F/1162/S F/1163/P F/1163/S F/1164/P 
##        1        1        1        1        3        1        1        1 
## F/1165/S F/1166/P F/1166/S F/1167/S F/1168/P F/1169/P F/1169/S  F/117/P 
##        1        1        1        1        1        1        1        1 
##  F/117/S F/1170/S F/1171/P F/1172/P F/1172/S F/1173/S F/1174/S F/1175/P 
##        1        1        1        1        1        1        1        1 
## F/1175/S F/1176/S F/1177/S F/1178/S F/1179/P F/1179/S  F/118/P  F/118/S 
##        1        2        1        1        1        1        1        1 
## F/1180/P F/1181/S F/1183/P F/1183/S F/1185/P F/1185/S F/1186/P F/1187/P 
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## F/1187/S F/1188/P F/1188/S F/1189/P F/1190/S F/1191/S F/1192/P F/1192/S 
##        1        1        1        1        1        1        1        1 
## F/1194/P F/1194/S F/1195/P F/1195/S F/1196/S F/1197/P F/1197/S F/1198/S 
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## F/1199/P F/1199/S   F/12/S  F/120/P F/1200/P F/1200/S F/1201/P F/1201/S 
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## F/1202/S F/1203/P F/1203/S F/1204/P F/1205/P F/1205/S F/1206/P F/1206/S 
##        1        1        1        2        2        1        1        2 
## F/1208/P F/1208/S F/1209/P F/1209/S  F/121/P  F/121/S F/1210/P F/1210/S 
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## F/1212/P F/1212/S F/1213/P F/1213/S F/1214/P F/1214/S F/1215/S F/1216/P 
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## F/1216/S F/1217/P F/1217/S F/1218/P  F/122/S F/1220/P F/1221/P F/1223/P 
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## F/1223/S F/1224/P F/1224/S F/1225/P F/1225/S F/1228/P F/1228/S F/1229/P 
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## F/1233/S F/1234/P F/1234/S F/1235/P F/1236/P F/1236/S F/1237/S F/1238/P 
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## F/1238/S F/1239/P  F/124/P F/1240/S F/1242/P F/1242/S F/1243/P F/1243/S 
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## F/1244/S F/1245/P F/1245/S F/1246/P F/1246/S F/1247/P F/1248/P F/1248/S 
##        1        1        1        1        1        1        1        1 
## F/1249/P  F/125/P F/1250/S F/1251/S F/1253/P F/1253/S F/1254/P F/1254/S 
##        1        2        1        1        1        1        1        1 
## F/1255/S F/1256/S F/1257/P F/1257/S F/1259/P F/1259/S  F/126/P  F/126/S 
##        1        1        1        1        1        1        1        1 
## F/1260/P F/1260/S F/1261/P F/1261/S F/1262/S F/1263/P F/1263/S F/1264/P 
##        1        1        1        1        1        1        1        1 
## F/1265/S F/1266/P F/1266/S F/1267/P F/1268/P F/1268/S  F/127/S F/1270/P 
##        1        1        1        1        1        1        1        1 
## F/1270/S F/1271/S F/1272/P F/1272/S F/1273/S F/1274/P F/1274/S F/1275/P 
##        1        1        1        1        1        1        1        1 
## F/1278/P F/1278/S F/1279/P F/1279/S  F/128/P F/1280/P F/1280/S F/1282/P 
##        2        1        1        2        1        1        1        1 
## F/1283/P F/1284/P F/1286/P F/1286/S F/1287/P F/1287/S F/1289/P F/1289/S 
##        1        1        1        1        1        1        2        3 
##  F/129/P F/1290/S F/1292/S F/1293/P F/1293/S F/1294/P F/1294/S F/1295/S 
##        1        1        1        1        1        1        2        1 
## F/1296/P F/1297/P F/1299/S   F/13/P   F/13/S F/1300/S F/1301/P F/1303/P 
##        1        2        1        1        1        1        1        1 
## F/1304/P F/1304/S F/1305/P F/1305/S F/1306/S F/1307/P F/1307/S F/1308/P 
##        1        1        1        1        2        1        1        1 
## F/1309/P  F/131/P F/1310/S F/1311/S F/1312/P F/1313/P F/1314/P F/1315/P 
##        1        1        1        1        1        1        1        1 
## F/1315/S F/1316/P F/1316/S F/1317/S F/1318/P F/1318/S F/1319/P F/1319/S 
##        1        1        1        1        1        1        1        3 
##  F/132/S F/1320/P F/1320/S F/1321/S F/1322/P F/1322/S F/1323/P F/1323/S 
##        1        1        2        1        2        2        1        1 
## F/1324/S F/1325/S F/1326/S F/1328/P F/1328/S F/1329/P  F/133/P  F/133/S 
##        1        1        1        1        1        1        1        1 
## F/1330/P F/1331/P F/1331/S F/1332/S F/1334/P F/1334/S F/1336/P F/1337/P 
##        3        1        1        1        1        1        1        1 
## F/1337/S F/1338/P F/1338/S F/1339/P F/1339/S  F/134/S F/1340/P F/1340/S 
##        1        1        1        2        1        1        1        1 
## F/1341/S F/1343/P F/1343/S F/1344/P F/1344/S F/1346/S F/1347/P F/1347/S 
##        1        1        1        1        1        1        1        1 
## F/1348/P  F/135/P F/1350/P F/1350/S F/1351/S F/1352/S F/1353/S F/1354/S 
##        1        1        1        1        1        1        1        1 
## F/1355/S F/1356/P F/1356/S F/1357/S F/1358/P F/1358/S F/1359/S  F/136/P 
##        1        1        1        1        1        1        1        2 
## F/1360/P F/1361/S F/1362/P F/1362/S F/1363/P F/1363/S F/1364/P F/1365/P 
##        1        2        2        1        1        1        1        1 
## F/1366/P F/1366/S F/1368/S  F/137/P F/1370/P F/1371/S F/1372/P F/1372/S 
##        1        1        1        1        2        1        1        1 
## F/1374/P F/1375/P F/1375/S F/1377/P F/1377/S F/1378/P F/1378/S F/1379/P 
##        1        1        1        1        1        1        1        1 
##  F/138/P F/1380/S F/1381/P F/1381/S F/1382/S F/1383/P F/1383/S F/1384/P 
##        1        1        1        1        1        1        1        1 
## F/1385/P F/1386/S F/1387/P F/1387/S F/1388/P F/1389/S F/1390/P F/1391/S 
##        1        1        3        1        1        1        1        1 
## F/1392/S F/1393/P F/1395/P F/1395/S F/1396/P F/1396/S F/1397/P F/1397/S 
##        2        1        1        1        1        1        1        1 
## F/1398/S F/1399/P   F/14/P   F/14/S  F/140/P  F/140/S F/1400/P F/1402/P 
##        1        2        1        1        1        1        1        1 
## F/1403/P F/1404/P F/1405/P F/1405/S F/1407/P F/1408/P F/1408/S F/1409/P 
##        1        1        1        1        1        1        1        1 
## F/1409/S  F/141/P F/1410/P F/1410/S F/1411/P F/1411/S F/1412/P F/1412/S 
##        1        2        1        1        7        2        1        1 
## F/1413/S F/1414/P F/1416/P F/1416/S F/1417/P F/1417/S F/1418/P F/1418/S 
##        1        1        1        1        1        1        1        1 
## F/1419/P F/1419/S  F/142/P  F/142/S F/1420/P F/1420/S F/1421/P F/1422/P 
##        1        1        1        2        1        1        1        1 
## F/1423/S F/1424/P F/1426/S F/1427/P F/1428/P F/1429/S  F/143/P  F/143/S 
##        1        1        1        1        1        1        1        1 
## F/1430/P F/1431/P F/1431/S F/1432/P F/1432/S F/1433/P F/1433/S F/1434/S 
##        1        1        1        2        1        1        1        1 
## F/1435/P F/1435/S F/1436/P F/1436/S F/1437/S F/1439/P F/1439/S  F/144/P 
##        1        1        1        1        2        1        1        1 
##  F/144/S F/1440/S F/1442/S F/1444/P F/1444/S F/1445/S F/1446/P F/1447/P 
##        2        1        1        1        1        1        1        2 
##  F/145/P  F/145/S F/1450/P F/1450/S F/1451/S F/1452/P F/1452/S F/1453/P 
##        3        1        3        1        1        1        1        1 
## F/1453/S F/1454/P F/1454/S F/1455/P F/1457/P F/1457/S F/1458/P F/1458/S 
##        1        1        1        1        2        1        2        1 
## F/1459/P  F/146/P  F/146/S F/1461/P F/1461/S F/1462/P F/1463/P F/1464/P 
##        1        1        1        1        1        1        1        1 
## F/1465/S F/1466/P F/1466/S F/1467/P F/1467/S F/1468/P F/1469/P  F/147/P 
##        1        3        1        1        1        1        1        1 
##  F/147/S F/1470/P F/1470/S F/1471/P F/1471/S F/1472/S F/1473/P F/1475/P 
##        1        1        1        1        1        1        1        1 
## F/1476/P F/1476/S F/1477/S F/1479/P  F/148/S F/1480/S F/1482/P F/1484/S 
##        1        1        2        1        1        1        1        1 
## F/1485/P F/1485/S F/1486/P F/1486/S F/1487/S F/1488/P F/1488/S F/1489/S 
##        1        1        1        1        1        1        1        1 
##  F/149/P  F/149/S F/1490/P F/1490/S F/1491/S F/1492/P F/1493/P F/1493/S 
##        1        1        1        3        1        1        1        2 
## F/1494/P F/1494/S F/1495/P F/1495/S F/1496/S F/1497/P F/1497/S F/1499/P 
##        1        1        1        1        1        1        1        1 
##   F/15/P   F/15/S  F/150/P F/1500/S F/1501/P F/1501/S F/1502/P F/1502/S 
##        1        1        2        1        1        1        1        2 
## F/1503/P F/1503/S F/1504/S F/1505/S F/1506/P F/1506/S F/1507/P F/1507/S 
##        1        1        1        1        1        1        1        1 
## F/1508/P F/1508/S F/1509/P F/1509/S  F/151/S F/1510/P F/1511/P F/1512/P 
##        1        1        1        1        4        1        1        1 
## F/1512/S F/1513/P F/1513/S F/1514/P F/1515/S F/1517/P F/1517/S F/1518/P 
##        1        1        1        1        1        1        1        1 
## F/1519/P  F/152/S F/1520/P F/1520/S F/1521/S F/1522/P F/1522/S F/1523/P 
##        1        3        1        1        1        1        1        1 
## F/1523/S F/1525/P F/1526/P F/1527/P F/1527/S F/1528/S F/1529/S  F/153/P 
##        1        1        1        1        1        2        1        1 
## F/1531/P F/1531/S F/1532/S F/1533/P F/1533/S F/1534/P F/1534/S F/1535/P 
##        1        2        1        1        1        1        1        1 
## F/1535/S F/1536/S F/1537/S F/1538/S F/1539/P  F/154/P  F/154/S F/1540/P 
##        1        1        2        1        1        1        1        1 
## F/1540/S F/1541/P F/1541/S F/1543/P F/1543/S F/1544/S F/1545/P F/1545/S 
##        1        1        2        1        1        1        2        1 
## F/1546/P F/1546/S F/1547/S F/1548/S F/1549/S F/1550/P F/1551/P F/1552/P 
##        1        1        1        1        1        3        1        1 
## F/1552/S F/1553/P F/1553/S F/1554/P F/1555/P F/1555/S F/1557/P F/1557/S 
##        1        3        1        1        1        3        1        1 
## F/1558/S F/1559/P  F/156/P  F/156/S F/1560/P F/1560/S F/1561/P F/1561/S 
##        1        1        1        1        1        1        1        4 
## F/1562/P F/1564/P F/1564/S F/1566/S F/1567/S F/1569/P F/1569/S  F/157/P 
##        1        1        1        1        1        1        1        1 
## F/1570/P F/1570/S F/1571/P F/1572/P F/1572/S F/1574/P F/1574/S F/1575/S 
##        1        1        1        1        3        1        1        2 
## F/1576/S F/1577/S F/1578/S F/1579/P F/1579/S  F/158/S F/1582/S F/1583/P 
##        1        1        1        2        1        1        1        1 
## F/1584/P F/1584/S F/1585/P F/1586/P F/1586/S F/1587/S F/1588/S  F/159/S 
##        1        1        1        1        1        3        1        2 
## F/1591/P F/1591/S F/1592/S F/1593/S F/1594/S F/1595/S F/1596/P F/1597/P 
##        1        1        1        1        1        1        1        1 
## F/1598/P F/1598/S F/1599/P   F/16/P   F/16/S  F/160/S F/1600/S F/1601/P 
##        1        1        1        3        1        1        1        1 
## F/1601/S F/1602/P F/1602/S F/1603/P F/1604/P F/1604/S F/1605/P F/1605/S 
##        1        1        1        1        1        1        1        1 
## F/1606/P F/1606/S F/1607/S F/1608/S F/1609/P F/1609/S  F/161/P F/1610/S 
##        1        1        1        1        1        1        1        1 
## F/1611/P F/1612/P F/1613/P F/1613/S F/1614/P F/1615/P F/1615/S F/1616/P 
##        1        1        1        1        1        1        1        1 
## F/1617/P F/1618/S F/1619/S  F/162/P F/1620/P F/1620/S F/1621/P F/1621/S 
##        1        1        1        1        1        1        1        1 
## F/1622/P F/1624/P F/1624/S F/1625/S F/1626/P F/1627/P F/1627/S F/1628/S 
##        1        1        1        2        1        1        1        1 
## F/1629/P F/1629/S  F/163/P  F/163/S F/1630/P F/1630/S F/1632/S F/1633/P 
##        1        1        1        1        2        1        1        1 
## F/1633/S F/1634/P F/1635/S F/1636/P F/1637/S F/1638/P F/1639/P  F/164/S 
##        1        2        1        1        1        1        1        1 
## F/1640/P F/1640/S F/1642/P F/1642/S F/1643/S F/1644/P F/1645/P F/1645/S 
##        1        1        1        1        3        1        1        1 
## F/1646/P F/1647/S F/1648/P F/1648/S  F/165/P  F/165/S F/1651/S F/1652/P 
##        1        1        1        1        1        1        1        1 
## F/1652/S F/1653/P F/1653/S F/1654/P F/1654/S F/1655/P F/1655/S F/1657/P 
##        1        4        4        1        1        1        1        1 
## F/1658/S F/1659/P F/1659/S  F/166/P  F/166/S F/1660/P F/1661/P F/1661/S 
##        1        1        1        1        1        1        1        1 
## F/1663/P F/1664/P F/1664/S F/1665/S F/1666/P F/1666/S F/1667/P F/1667/S 
##        1        1        1        1        1        1        1        3 
## F/1668/P F/1668/S F/1669/P  F/167/S F/1670/P F/1671/P F/1672/P F/1673/S 
##        1        2        1        1        1        1        1        1 
## F/1674/P F/1675/P F/1675/S F/1676/S F/1677/P F/1677/S F/1678/P F/1679/S 
##        1        1        1        1        1        2        1        1 
##  F/168/S F/1680/S F/1681/P F/1681/S F/1682/P F/1683/P F/1683/S F/1684/S 
##        1        1        1        1        1        2        1        1 
## F/1685/S F/1686/P F/1686/S F/1687/P F/1687/S F/1688/P F/1688/S F/1689/S 
##        1        1        1        1        1        1        1        1 
##  F/169/P F/1690/P F/1690/S F/1691/S F/1693/P F/1694/S F/1695/P F/1695/S 
##        1        1        1        1        1        1        1        2 
## F/1696/P F/1696/S F/1697/P F/1697/S F/1699/P   F/17/P   F/17/S  F/170/P 
##        1        1        1        1        1        1        1        1 
## F/1700/P F/1700/S F/1701/P F/1701/S F/1702/P F/1703/P F/1704/P F/1704/S 
##        1        1        1        1        1        1        1        4 
## F/1705/P F/1705/S F/1706/S F/1707/S F/1708/S F/1709/P  F/171/P F/1710/P 
##        1        1        1        1        1        1        1        1 
## F/1710/S F/1711/P F/1711/S F/1712/P F/1712/S F/1713/P F/1713/S F/1715/S 
##        1        4        1        1        1        1        1        1 
## F/1716/P F/1716/S F/1717/P F/1717/S F/1718/P F/1719/S  F/172/S F/1720/P 
##        3        1        1        1        1        1        1        1 
## F/1721/P F/1721/S F/1722/P F/1722/S F/1723/S F/1724/P F/1725/P F/1725/S 
##        1        1        1        1        1        1        1        1 
## F/1726/P F/1727/S F/1729/P F/1729/S  F/173/P F/1731/S F/1733/P F/1734/P 
##        1        1        1        2        1        1        1        1 
## F/1734/S F/1735/S F/1736/P F/1736/S F/1737/P F/1737/S F/1738/P F/1739/S 
##        3        1        1        1        1        1        1        1 
## F/1740/P F/1740/S F/1741/S F/1742/S F/1743/P F/1743/S F/1744/P F/1744/S 
##        1        1        2        2        1        1        1        1 
## F/1745/S F/1746/P F/1746/S F/1747/P F/1747/S F/1748/P F/1749/S  F/175/P 
##        2        1        1        3        1        1        1        2 
##  F/175/S F/1750/P F/1751/P F/1751/S F/1752/S F/1753/P F/1753/S F/1754/S 
##        1        1        1        1        1        1        1        1 
## F/1755/P F/1756/P F/1756/S F/1758/P F/1758/S  F/176/P F/1761/S F/1763/P 
##        1        1        1        2        3        1        1        1 
## F/1763/S F/1765/P F/1765/S F/1766/P F/1766/S F/1767/P F/1768/P F/1768/S 
##        1        2        1        1        1        2        1        1 
## F/1769/S F/1770/P F/1770/S F/1771/S F/1772/P F/1772/S F/1773/P F/1773/S 
##        1        1        1        1        1        1        2        1 
## F/1774/P F/1774/S F/1775/P F/1775/S F/1776/P F/1777/S F/1778/S F/1779/P 
##        1        1        1        1        1        1        1        1 
## F/1779/S  F/178/S F/1780/P F/1780/S F/1781/P F/1782/S F/1783/P F/1783/S 
##        2        1        1        1        1        1        1        1 
## F/1784/P F/1784/S F/1786/P F/1786/S F/1787/P F/1787/S F/1788/P F/1788/S 
##        1        1        1        1        3        1        1        1 
## F/1789/P F/1789/S  F/179/S F/1792/P F/1792/S F/1793/P F/1793/S F/1794/P 
##        1        1        1        1        1        1        1        1 
## F/1797/P F/1798/P F/1799/P   F/18/S  F/180/P F/1800/P F/1802/P F/1804/P 
##        1        3        1        1        1        2        1        1 
## F/1805/P F/1807/P F/1808/P F/1810/P F/1812/P F/1815/P F/1816/P F/1817/P 
##        3        1        6        1        1        1        1        1 
## F/1818/P F/1819/P  F/182/S F/1820/P F/1821/P F/1822/P F/1823/P F/1824/P 
##        1        1        2        1        1        1        1        1 
## F/1825/P F/1826/P F/1828/P F/1829/P  F/183/S F/1830/P F/1831/P F/1832/P 
##        3        1        1        1        1        1        2        1 
## F/1834/P F/1837/P F/1838/P F/1839/P  F/184/P  F/184/S F/1840/P F/1841/P 
##        1        1        4        1        1        1        1        1 
## F/1842/P F/1844/P F/1846/P F/1847/P F/1848/P  F/185/S F/1853/P F/1855/P 
##        1        1        1        1        1        1        1        1 
## F/1856/P F/1857/P F/1858/P  F/186/S F/1863/P F/1864/P F/1865/P F/1866/P 
##        1        1        3        1        1        1        1        1 
## F/1867/P F/1868/P  F/187/P  F/187/S F/1870/P F/1871/P F/1872/P F/1873/P 
##        1        1        1        3        1        1        1        1 
## F/1875/P F/1876/P F/1877/P F/1878/P  F/188/P F/1880/P F/1884/P F/1886/P 
##        1        1        1        1        1        1        1        1 
## F/1888/P  F/189/P  F/189/S F/1891/P F/1892/P F/1893/P F/1894/P   F/19/P 
##        2        2        1        1        1        1        1        1 
##  F/190/P  F/190/S  F/191/P  F/191/S  F/192/P  F/193/P  F/194/P  F/194/S 
##        1        1        3        1        1        1        1        1 
##  F/195/P  F/196/P  F/196/S  F/197/S  F/198/P  F/198/S  F/199/P  F/199/S 
##        1        1        1        1        1        1        1        1 
##    F/2/P    F/2/S   F/20/S  F/200/S  F/201/P  F/201/S  F/202/P  F/202/S 
##        1        1        1        1        1        1        1        1 
##  F/203/P  F/204/P  F/204/S  F/205/S  F/206/S  F/207/P  F/207/S  F/208/P 
##        1        1        1        1        3        1        1        1 
##  F/208/S  F/209/P   F/21/P  F/210/P  F/211/P  F/211/S  F/212/P  F/213/P 
##        1        1        1        1        4        2        1        1 
##  F/214/P  F/215/P  F/216/P  F/217/P  F/217/S  F/218/P  F/218/S  F/219/P 
##        1        1        1        2        1        2        1        1 
##  F/220/P  F/221/S  F/223/P  F/223/S  F/224/P  F/224/S  F/225/P  F/225/S 
##        1        1        1        1        1        1        1        1 
##  F/226/P  F/227/P  F/227/S  F/228/S  F/229/P  F/229/S   F/23/P   F/23/S 
##        3        1        1        1        1        1        1        1 
##  F/232/P  F/232/S  F/233/P  F/235/P  F/236/P  F/236/S  F/237/P  F/237/S 
##        1        1        1        1        1        1        2        1 
##  F/238/P  F/238/S  F/239/P  F/239/S   F/24/P   F/24/S  F/240/S  F/241/P 
##        1        1        1        1        1        1        1        1 
##  F/241/S  F/242/P  F/242/S  F/243/P  F/243/S  F/244/P  F/244/S  F/245/P 
##        1        1        2        1        1        1        1        1 
##  F/246/P  F/246/S  F/247/S  F/248/S   F/25/P  F/250/S  F/251/S  F/254/P 
##        1        1        1        1        1        1        1        1 
##  F/257/P  F/257/S  F/258/P  F/258/S  F/259/P  F/260/P  F/260/S  F/261/P 
##        1        2        1        1        3        1        1        1 
##  F/261/S  F/262/S  F/264/P  F/265/P  F/265/S  F/266/P  F/267/P  F/267/S 
##        1        4        1        2        1        1        1        1 
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##  F/910/P  F/911/P  F/911/S  F/912/P  F/912/S  F/913/P  F/913/S  F/914/P 
##        1        1        1        1        1        1        1        1 
##  F/915/S  F/916/P  F/917/P  F/917/S  F/918/P  F/918/S  F/919/P   F/92/P 
##        1        1        1        1        1        1        1        1 
##   F/92/S  F/920/P  F/920/S  F/921/P  F/922/P  F/922/S  F/924/P  F/925/S 
##        1        1        1        1        2        1        1        2 
##  F/926/P  F/926/S  F/927/S  F/929/P  F/929/S   F/93/S  F/930/P  F/930/S 
##        2        1        1        1        1        2        1        1 
##  F/931/S  F/932/S  F/933/P  F/933/S  F/934/P  F/935/P  F/935/S  F/936/P 
##        1        1        1        1        1        1        3        1 
##  F/936/S  F/937/P  F/937/S  F/938/S  F/939/P  F/939/S  F/940/P  F/941/P 
##        1        1        4        4        1        1        1        1 
##  F/942/P  F/942/S  F/943/P  F/943/S  F/945/P  F/945/S  F/946/S  F/947/P 
##        1        1        1        1        1        2        1        1 
##  F/948/P  F/949/S   F/95/S  F/950/P  F/950/S  F/951/P  F/951/S  F/952/P 
##        2        1        2        1        1        1        1        2 
##  F/952/S  F/953/S  F/954/S  F/955/P  F/955/S  F/956/S  F/957/P  F/958/P 
##        1        1        1        1        1        1        1        1 
##  F/958/S  F/959/P   F/96/P   F/96/S  F/961/P  F/961/S  F/963/S  F/964/P 
##        4        1        3        1        3        2        3        1 
##  F/964/S  F/965/P  F/965/S  F/966/P  F/966/S  F/967/S  F/968/P  F/969/P 
##        1        1        1        1        1        1        1        1 
##  F/969/S   F/97/P   F/97/S  F/970/S  F/971/P  F/972/P  F/972/S  F/973/S 
##        1        1        1        1        1        4        1        1 
##  F/974/P  F/975/P  F/977/P  F/979/P   F/98/P   F/98/S  F/980/P  F/980/S 
##        1        3        1        1        1        1        1        2 
##  F/981/P  F/981/S  F/982/P  F/982/S  F/983/P  F/983/S  F/984/P  F/984/S 
##        4        1        1        1        1        1        1        1 
##  F/986/P  F/986/S  F/988/S  F/989/S   F/99/P   F/99/S  F/990/P  F/990/S 
##        1        1        2        1        1        1        1        1 
##  F/991/P  F/991/S  F/992/P  F/993/P  F/994/P  F/994/S  F/995/P  F/995/S 
##        1        1        1        1        1        1        1        1 
##  F/997/P  F/997/S  F/998/P  F/998/S  F/999/P  F/999/S    G/0/P    G/0/S 
##        1        1        1        1        1        1        1        1 
##    G/1/P    G/1/S   G/10/S G/1000/P G/1000/S G/1001/P G/1001/S G/1002/P 
##        1        1        2        3        1        1        1        1 
## G/1002/S G/1003/S G/1004/P G/1006/S G/1007/P G/1007/S G/1008/P G/1009/P 
##        1        1        1        1        1        1        1        1 
##  G/101/P  G/101/S G/1010/S G/1011/P G/1011/S G/1012/P G/1012/S G/1013/P 
##        1        1        1        1        1        1        1        1 
## G/1013/S G/1014/P G/1014/S G/1015/P G/1015/S G/1017/P G/1018/P G/1018/S 
##        1        1        1        5        1        1        1        1 
## G/1019/P  G/102/P  G/102/S G/1020/P G/1020/S G/1022/P G/1023/P G/1023/S 
##        1        1        1        3        1        1        2        5 
## G/1025/S G/1026/P G/1026/S G/1027/P G/1027/S G/1028/P G/1028/S G/1029/P 
##        2        5        1        1        1        1        5        1 
##  G/103/P  G/103/S G/1030/P G/1030/S G/1031/P G/1031/S G/1032/P G/1033/P 
##        1        1        1        1        1        1        5        1 
## G/1033/S G/1034/P G/1034/S G/1035/P G/1036/S G/1037/P G/1037/S G/1038/P 
##        1        1        1        1        1        1        4        2 
## G/1038/S G/1039/P G/1039/S  G/104/S G/1040/S G/1041/P G/1043/P G/1043/S 
##        1        1        2        1        1        2        1        1 
## G/1044/P G/1044/S G/1045/P G/1045/S G/1046/P G/1046/S G/1047/P G/1047/S 
##        2        1        1        1        1        6        1        3 
## G/1049/P  G/105/P G/1050/P G/1050/S G/1052/S G/1053/S G/1055/P G/1055/S 
##        1        3        1        1        1        1        2        1 
## G/1056/P G/1058/S G/1059/P G/1060/P G/1060/S G/1061/P G/1061/S G/1063/P 
##        2        1        1        1        1        1        2        1 
## G/1063/S G/1064/P G/1064/S G/1065/S G/1066/P G/1067/P G/1067/S G/1068/S 
##        1        1        1        1        1        1        1        1 
## G/1069/P  G/107/P  G/107/S G/1070/P G/1071/P G/1071/S G/1072/P G/1073/P 
##        1        1        1        2        1        1        1        1 
## G/1073/S G/1074/P G/1074/S G/1075/P G/1077/P G/1078/S G/1079/P G/1079/S 
##        2        1        1        1        1        1        1        1 
##  G/108/S G/1081/S G/1082/P G/1083/P G/1083/S G/1084/P G/1084/S G/1085/P 
##        1        1        1        1        1        1        1        1 
## G/1086/S G/1087/P G/1087/S G/1088/P G/1088/S G/1089/P G/1089/S  G/109/P 
##        3        1        3        3        1        1        2        7 
##  G/109/S G/1090/P G/1091/S G/1092/P G/1092/S G/1093/P G/1094/P G/1095/P 
##        1        1        1        1        1        1        1        2 
## G/1095/S G/1096/S G/1097/P G/1097/S G/1098/P G/1098/S   G/11/P G/1100/P 
##        1        1        1        1        3        1        2        2 
## G/1101/S G/1102/S G/1103/P G/1104/P G/1104/S G/1105/P G/1108/P G/1108/S 
##        1        2        1        1        1        1        6        1 
## G/1109/P G/1109/S  G/111/P  G/111/S G/1111/P G/1111/S G/1113/P G/1113/S 
##        3        1        1        1        1        1        1        1 
## G/1114/S G/1115/S G/1116/S G/1117/P G/1119/S  G/112/P  G/112/S G/1120/P 
##        1        2        1        1        1        1        1        1 
## G/1120/S G/1122/P G/1122/S G/1123/S G/1124/P G/1124/S G/1126/P G/1126/S 
##        1        2        1        1        1        1        1        1 
## G/1127/P G/1127/S G/1128/P G/1128/S G/1129/S  G/113/P G/1130/S G/1131/P 
##        1        1        1        1        1        1        1        3 
## G/1131/S G/1132/P G/1133/P G/1135/P G/1135/S G/1136/P G/1136/S G/1137/P 
##        1        1        1        1        1        1        1        1 
## G/1137/S G/1138/P G/1138/S G/1139/S  G/114/P  G/114/S G/1140/P G/1141/P 
##        2        1        1        1        1        1        1        1 
## G/1141/S G/1142/P G/1142/S G/1143/P G/1143/S G/1144/P G/1144/S G/1145/S 
##        1        1        1        1        1        1        1        1 
## G/1146/P G/1146/S G/1147/S G/1148/P G/1148/S  G/115/P  G/115/S G/1150/P 
##        1        1        1        1        2        1        1        1 
## G/1150/S G/1152/P G/1152/S G/1153/S G/1154/P G/1154/S G/1155/P G/1155/S 
##        1        1        1        1        1        1        1        1 
## G/1156/P G/1156/S G/1158/P G/1159/S  G/116/S G/1160/P G/1160/S G/1161/P 
##        1        1        1        2        1        1        1        1 
## G/1161/S G/1162/S G/1163/P G/1163/S G/1165/S G/1166/P G/1167/P G/1167/S 
##        1        1        1        1        1        1        1        2 
## G/1168/P G/1168/S  G/117/P  G/117/S G/1170/P G/1170/S G/1171/P G/1171/S 
##        1        1        1        6        1        1        1        1 
## G/1172/S G/1174/P G/1174/S G/1175/S G/1177/S G/1178/P G/1179/P  G/118/S 
##        1        1        1        1        1        1        1        1 
## G/1181/P G/1183/P G/1183/S G/1184/P G/1184/S G/1185/P G/1185/S G/1186/P 
##        2        1        1        1        1        1        1        1 
## G/1188/S G/1189/S  G/119/P  G/119/S G/1190/P G/1190/S G/1191/P G/1191/S 
##        1        1        1        1        1        1        1        1 
## G/1192/P G/1192/S G/1193/P G/1194/P G/1194/S G/1195/P G/1197/P G/1198/S 
##        1        1        1        1        1        1        1        1 
##   G/12/P  G/120/P  G/120/S G/1200/P G/1201/S G/1202/P G/1203/P G/1204/P 
##        1        1        1        2        1        1        1        1 
## G/1204/S G/1205/P G/1205/S G/1206/P G/1207/P G/1208/S G/1209/P  G/121/S 
##        1        1        1        1        1        1        1        1 
## G/1210/P G/1210/S G/1211/S G/1214/P G/1215/P G/1215/S G/1216/P G/1216/S 
##        1        1        1        1        2        1        1        1 
## G/1217/P G/1217/S G/1219/P G/1219/S  G/122/S G/1221/S G/1223/P G/1223/S 
##        1        1        2        1        1        1        1        1 
## G/1224/P G/1225/S G/1226/P G/1227/P G/1227/S G/1228/S G/1229/P G/1229/S 
##        1        1        1        1        1        1        1        1 
##  G/123/P  G/123/S G/1230/P G/1230/S G/1231/P G/1231/S G/1232/P G/1232/S 
##        1        1        1        1        2        1        1        1 
## G/1233/P G/1234/P G/1235/P G/1235/S G/1236/P G/1237/P G/1237/S G/1238/P 
##        1        1        1        1        1        1        1        1 
## G/1239/P G/1239/S  G/124/S G/1240/P G/1240/S G/1241/S G/1242/S G/1244/P 
##        1        1        1        1        1        1        4        1 
## G/1244/S G/1245/P G/1245/S G/1246/P G/1247/S G/1248/P G/1248/S G/1249/P 
##        1        1        1        1        1        1        1        1 
##  G/125/S G/1251/P G/1251/S G/1252/S G/1253/P G/1253/S G/1254/P G/1254/S 
##        1        1        2        1        2        1        1        1 
## G/1256/P G/1257/P G/1257/S G/1258/P G/1258/S G/1259/P G/1259/S  G/126/P 
##        1        1        1        1        1        1        1        1 
## G/1260/P G/1261/P G/1261/S G/1264/P G/1264/S G/1265/P G/1266/S G/1267/P 
##        1        1        1        1        1        1        1        5 
## G/1267/S G/1268/P G/1268/S G/1269/P G/1269/S  G/127/P  G/127/S G/1270/P 
##        1        1        4        1        1        1        1        1 
## G/1270/S G/1271/P G/1271/S G/1272/P G/1273/P G/1273/S G/1274/P G/1274/S 
##        1        2        1        1        1        1        1        1 
## G/1275/S G/1276/P G/1277/P G/1278/P G/1278/S G/1279/P G/1281/P G/1281/S 
##        3        4        1        3        1        1        1        1 
## G/1283/S G/1284/P G/1284/S G/1285/S G/1287/P G/1288/P G/1288/S G/1289/S 
##        1        2        1        1        3        1        1        1 
##  G/129/P  G/129/S G/1290/P G/1290/S G/1292/S G/1293/P G/1293/S G/1294/P 
##        1        3        1        1        2        1        1        1 
## G/1294/S G/1295/P G/1296/P G/1297/S G/1298/P G/1298/S G/1299/P G/1299/S 
##        1        1        1        1        1        1        1        1 
##   G/13/S  G/130/P  G/130/S G/1300/P G/1300/S G/1301/P G/1302/P G/1302/S 
##        1        1        1        1        2        1        1        2 
## G/1304/P G/1305/P G/1306/P G/1306/S G/1308/S G/1309/S  G/131/S G/1310/P 
##        1        1        1        1        3        1        1        1 
## G/1310/S G/1311/P G/1312/P G/1312/S G/1313/P G/1313/S G/1314/P G/1314/S 
##        1        1        1        1        1        5        1        1 
## G/1315/P G/1315/S G/1316/S G/1317/P G/1317/S G/1318/P G/1318/S G/1319/P 
##        1        1        4        3        1        1        1        1 
## G/1319/S G/1320/P G/1320/S G/1321/P G/1322/S G/1323/S G/1325/S G/1327/S 
##        4        1        1        1        1        1        1        2 
## G/1328/S G/1329/P  G/133/P  G/133/S G/1330/P G/1330/S G/1331/P G/1331/S 
##        1        1        1        2        1        1        1        1 
## G/1332/P G/1332/S G/1333/P G/1333/S G/1334/P G/1334/S G/1335/P G/1336/P 
##        1        1        1        1        1        2        1        1 
## G/1336/S G/1337/P G/1339/P G/1339/S  G/134/P  G/134/S G/1340/S G/1341/P 
##        1        1        2        1        1        1        1        2 
## G/1341/S G/1342/P G/1343/P G/1344/P G/1345/P G/1346/P G/1346/S G/1348/P 
##        1        1        1        1        1        1        2        1 
## G/1349/P G/1349/S  G/135/P  G/135/S G/1350/P G/1351/P G/1351/S G/1352/P 
##        1        1        1        1        1        3        1        1 
## G/1352/S G/1353/P G/1354/P G/1354/S G/1355/S G/1356/P G/1356/S G/1357/P 
##        1        1        1        1        1        1        1        1 
## G/1358/P G/1358/S G/1359/P  G/136/P G/1360/S G/1361/P G/1363/P G/1364/P 
##        1        1        1        1        1        1        1        4 
## G/1364/S G/1365/P G/1365/S G/1367/P G/1368/P G/1369/P G/1369/S  G/137/P 
##        1        1        1        1        7        1        1        2 
##  G/137/S G/1370/P G/1371/P G/1372/P G/1372/S G/1373/P G/1374/P G/1375/S 
##        1        1        1        1        1        1        1        1 
## G/1376/P G/1377/P G/1377/S G/1378/S G/1379/P G/1379/S  G/138/P  G/138/S 
##        1        1        1        1        1        1        1        1 
## G/1380/P G/1381/S G/1382/P G/1382/S G/1383/P G/1383/S G/1384/P G/1385/P 
##        1        1        2        1        1        1        1        1 
## G/1386/S G/1387/S G/1388/S G/1389/S  G/139/S G/1390/S G/1391/P G/1391/S 
##        1        1        1        1        1        1        1        1 
## G/1392/P G/1392/S G/1393/S G/1394/P G/1394/S G/1395/S G/1396/P G/1397/S 
##        1        1        1        2        1        1        3        1 
## G/1398/P G/1398/S G/1399/P   G/14/S  G/140/P  G/140/S G/1400/P G/1400/S 
##        1        1        1        1        1        1        1        1 
## G/1402/P G/1404/P G/1406/P G/1406/S G/1408/S G/1409/P G/1409/S  G/141/P 
##        3        1        1        1        1        1        1        1 
## G/1410/P G/1410/S G/1411/P G/1412/S G/1413/P G/1413/S G/1414/S G/1415/S 
##        1        1        3        1        1        1        1        1 
## G/1416/P G/1416/S G/1417/P G/1417/S G/1418/S G/1419/S  G/142/P G/1420/S 
##        4        1        1        1        4        1        1        1 
## G/1421/P G/1421/S G/1422/P G/1422/S G/1424/S G/1425/S G/1426/P G/1427/P 
##        1        1        1        1        1        1        1        1 
## G/1427/S G/1428/P G/1429/P G/1429/S  G/143/P  G/143/S G/1430/P G/1430/S 
##        1        1        1        1        1        1        1        1 
## G/1431/P G/1431/S G/1432/S G/1433/P G/1433/S G/1434/P G/1434/S G/1435/S 
##        1        1        2        1        3        1        1        1 
## G/1436/P G/1436/S G/1437/S G/1438/P G/1438/S G/1439/P  G/144/S G/1440/P 
##        1        1        1        1        1        1        1        1 
## G/1441/P G/1441/S G/1442/P G/1442/S G/1445/S G/1446/S G/1448/P G/1448/S 
##        1        1        1        3        1        1        1        6 
## G/1449/P G/1449/S  G/145/P  G/145/S G/1450/P G/1452/P G/1453/P G/1455/P 
##        1        1        2        1        1        1        4        4 
## G/1455/S G/1456/P G/1457/S G/1458/P G/1459/P  G/146/P  G/146/S G/1460/P 
##        1        1        1        1        1        1        1        1 
## G/1460/S G/1461/P G/1461/S G/1462/P G/1463/P G/1463/S G/1464/P G/1465/P 
##        6        3        1        1        1        1        1        1 
## G/1465/S G/1466/P G/1467/P G/1467/S G/1468/S G/1469/S G/1470/P G/1470/S 
##        2        1        1        1        2        1        1        1 
## G/1471/P G/1471/S G/1473/S G/1474/S G/1475/P G/1476/P G/1476/S G/1477/S 
##        1        1        1        1        1        4        7        1 
## G/1478/S G/1479/P G/1479/S  G/148/P G/1480/S G/1481/S G/1482/P G/1483/P 
##        1        1        1        1        1        1        1        1 
## G/1483/S G/1484/P G/1484/S G/1485/P G/1485/S G/1486/S G/1487/S G/1488/P 
##        1        1        1        1        1        1        1        1 
## G/1488/S G/1489/P G/1489/S  G/149/P  G/149/S G/1490/S G/1491/P G/1491/S 
##        1        1        1        1        1        1        1        1 
## G/1493/P G/1493/S G/1494/P G/1494/S G/1496/P G/1497/P G/1497/S G/1498/P 
##        2        1        4        1        2        1        1        5 
## G/1499/S   G/15/S  G/150/P  G/150/S G/1500/P G/1500/S G/1502/P G/1504/P 
##        1        1        1        6        1        1        1        1 
## G/1505/P G/1507/P G/1508/P  G/151/S  G/152/P  G/152/S  G/153/P  G/153/S 
##        1        1        1        1        3        1        1        1 
##  G/154/P  G/154/S  G/155/P  G/156/P  G/156/S  G/158/S  G/159/S   G/16/S 
##        1        1        1        1        1        1        1        1 
##  G/161/P  G/161/S  G/162/P  G/163/P  G/163/S  G/164/S  G/165/P  G/166/P 
##        1        1        1        1        1        1        1        4 
##  G/166/S  G/167/S  G/169/S   G/17/P  G/170/S  G/173/P  G/173/S  G/174/P 
##        1        1        1        1        1        1        1        1 
##  G/174/S  G/175/P  G/175/S  G/176/P  G/176/S  G/177/S  G/178/P  G/178/S 
##        2        1        1        1        1        2        1        5 
##  G/179/P  G/179/S   G/18/P   G/18/S  G/180/P  G/181/P  G/182/P  G/182/S 
##        2        1        1        2        1        1        1        1 
##  G/183/P  G/183/S  G/184/P  G/184/S  G/185/P  G/186/P  G/186/S  G/187/S 
##        1        4        1        2        1        1        6        1 
##  G/188/S  G/189/P  G/189/S   G/19/P   G/19/S  G/190/P  G/191/P  G/191/S 
##        1        1        1        1        3        1        1        1 
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##        1        3        1        1        1        1        1        1 
##  G/202/P  G/203/P  G/203/S  G/206/P  G/206/S  G/207/S  G/208/P  G/208/S 
##        1        1        1        1        3        1        1        1 
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##  G/214/S  G/215/P  G/215/S  G/216/P  G/216/S  G/217/P  G/217/S  G/218/P 
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##        1        3        1        1        2        1        1        1 
##  G/254/S  G/255/P  G/255/S  G/256/P  G/257/P  G/258/S  G/259/P   G/26/P 
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##  G/269/P  G/269/S   G/27/P   G/27/S  G/270/P  G/270/S  G/271/S  G/272/P 
##        2        1        1        1        1        1        1        2 
##  G/272/S  G/273/S  G/274/P  G/274/S  G/275/S  G/276/P  G/276/S  G/277/P 
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##  G/277/S  G/278/P  G/278/S  G/279/S   G/28/P   G/28/S  G/280/P  G/281/P 
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##  G/281/S  G/283/P  G/283/S  G/284/P  G/284/S  G/285/S  G/287/P  G/288/P 
##        2        1        5        1        1        1        3        1 
##  G/288/S  G/289/S   G/29/P  G/290/S  G/291/P  G/291/S  G/292/S  G/293/S 
##        1        2        3        1        1        1        6        1 
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##        1        1        1        1        1        1        1        1 
##  G/299/S    G/3/P   G/30/P   G/30/S  G/300/S  G/302/P  G/303/P  G/303/S 
##        1        3        1        1        1        1        1        1 
##  G/304/S  G/305/P  G/305/S  G/306/P  G/307/P  G/307/S  G/308/P  G/309/P 
##        1        1        1        1        1        1        1        1 
##  G/309/S   G/31/P   G/31/S  G/310/S  G/311/S  G/312/P  G/312/S  G/313/P 
##        1        1        1        1        1        1        3        1 
##  G/314/S  G/315/P  G/315/S  G/316/P  G/317/S  G/318/P  G/318/S  G/319/P 
##        1        1        1        2        2        1        1        1 
##   G/32/P   G/32/S  G/320/P  G/321/P  G/322/S  G/323/P  G/323/S  G/324/P 
##        1        1        1        1        1        1        3        1 
##  G/324/S  G/327/P  G/327/S  G/328/P  G/328/S  G/329/S   G/33/S  G/330/P 
##        1        1        1        1        1        1        1        6 
##  G/331/P  G/331/S  G/333/P  G/334/P  G/335/P  G/335/S  G/336/S  G/338/P 
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##  G/339/P  G/339/S   G/34/S  G/340/P  G/341/P  G/341/S  G/342/P  G/343/P 
##        1        1        1        1        1        1        2        1 
##  G/343/S  G/344/P  G/344/S  G/345/S  G/346/P  G/347/P  G/347/S  G/348/P 
##        1        1        1        1        1        1        1        1 
##  G/348/S  G/349/P   G/35/S  G/350/S  G/351/P  G/352/P  G/352/S  G/354/P 
##        1        1        1        1        1        1        1        1 
##  G/354/S  G/355/P  G/355/S  G/356/P  G/357/S  G/358/S  G/359/P  G/359/S 
##        1        1        1        1        1        1        1        1 
##   G/36/P   G/36/S  G/360/S  G/362/P  G/362/S  G/363/P  G/364/P  G/365/P 
##        1        1        1        1        1        1        1        1 
##  G/365/S  G/366/P  G/367/P  G/367/S  G/368/S  G/369/P  G/369/S   G/37/P 
##        2        1        2        1        1        1        1        5 
##   G/37/S  G/370/S  G/371/P  G/371/S  G/372/P  G/372/S  G/373/P  G/373/S 
##        1        1        1        1        1        1        1        1 
##  G/374/S  G/376/P  G/377/P  G/378/S  G/379/P  G/379/S   G/38/P   G/38/S 
##        1        1        6        1        1        1        1        1 
##  G/380/P  G/380/S  G/381/P  G/383/P  G/383/S  G/384/S  G/385/P  G/386/P 
##        1        1        1        1        6        1        1        1 
##  G/386/S  G/387/P  G/387/S  G/388/P  G/388/S  G/389/P  G/390/P  G/390/S 
##        1        1        1        1        1        1        1        1 
##  G/391/P  G/391/S  G/392/P  G/393/P  G/393/S  G/394/P  G/395/P  G/395/S 
##        1        1        1        1        1        1        1        1 
##  G/396/S  G/397/S  G/398/S  G/399/P    G/4/S  G/400/P  G/401/S  G/402/P 
##        1        1        2        1        1        1        1        1 
##  G/403/P  G/403/S  G/404/P  G/404/S  G/405/S  G/406/P  G/407/P  G/407/S 
##        1        1        1        1        1        1        1        1 
##  G/408/S  G/409/P   G/41/S  G/410/P  G/411/P  G/412/P  G/412/S  G/413/S 
##        2        1        1        1        1        3        1        1 
##  G/414/P  G/415/P  G/416/S  G/417/P  G/419/P  G/419/S   G/42/P   G/42/S 
##        1        1        1        1        1        1        1        1 
##  G/420/P  G/420/S  G/421/P  G/421/S  G/422/S  G/423/S  G/424/P  G/424/S 
##        3        1        1        1        1        1        1        1 
##  G/426/P  G/426/S  G/427/P  G/428/P  G/428/S  G/429/S   G/43/P  G/430/P 
##        1        1        1        1        1        1        1        1 
##  G/431/P  G/431/S  G/432/P  G/432/S  G/433/S  G/434/P  G/435/P  G/435/S 
##        1        1        1        1        2        1        1        2 
##  G/437/P  G/438/P  G/438/S  G/439/P  G/439/S   G/44/S  G/440/P  G/442/P 
##        1        1        3        3        2        2        1        1 
##  G/442/S  G/443/S  G/444/P  G/444/S  G/446/P  G/446/S  G/447/P  G/447/S 
##        2        1        2        1        1        1        1        2 
##  G/448/P  G/449/P  G/449/S   G/45/P   G/45/S  G/450/P  G/450/S  G/452/P 
##        1        1        1        1        1        1        5        2 
##  G/452/S  G/453/P  G/454/P  G/454/S  G/455/P  G/455/S  G/456/S  G/457/P 
##        1        1        1        1        1        1        1        1 
##  G/457/S  G/458/P  G/458/S  G/459/S   G/46/P  G/460/S  G/461/S  G/462/S 
##        1        1        1        1        1        1        1        1 
##  G/463/S  G/464/P  G/464/S  G/465/P  G/466/P  G/467/P  G/467/S  G/468/P 
##        1        1        1        1        1        1        1        1 
##  G/468/S  G/469/P  G/469/S   G/47/P   G/47/S  G/470/P  G/470/S  G/471/P 
##        1        4        3        1        1        1        1        1 
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##        1        1        1        1        1        1        1        1 
##  G/477/S  G/478/P  G/478/S  G/479/P  G/479/S   G/48/S  G/480/S  G/482/P 
##        2        1        3        1        1        1        1        1 
##  G/482/S  G/483/S  G/485/P  G/485/S  G/486/P  G/488/S  G/490/S  G/491/S 
##        1        1        1        2        1        1        1        1 
##  G/492/P  G/492/S  G/493/P  G/494/S  G/496/S  G/498/P  G/499/P   G/50/P 
##        1        3        1        2        1        1        2        2 
##   G/50/S  G/500/P  G/500/S  G/501/P  G/502/P  G/502/S  G/503/P  G/504/P 
##        2        1        2        1        1        1        1        1 
##  G/505/P  G/505/S  G/506/P  G/506/S  G/507/P  G/507/S  G/508/S  G/509/P 
##        1        5        1        1        2        1        1        1 
##  G/509/S   G/51/P   G/51/S  G/510/P  G/510/S  G/511/P  G/511/S  G/512/P 
##        2        1        1        1        1        1        1        1 
##  G/513/P  G/513/S  G/514/P  G/515/S  G/516/P  G/516/S  G/517/S  G/518/S 
##        1        1        1        1        1        1        1        2 
##  G/519/S  G/520/P  G/521/P  G/521/S  G/522/P  G/522/S  G/523/P  G/524/P 
##        1        1        2        2        1        1        1        1 
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##        1        1        4        1        1        1        1        1 
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##        1        1        1        1        1        2        1        3 
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##  G/539/P  G/539/S   G/54/S  G/540/P  G/540/S  G/541/P  G/541/S  G/542/P 
##        1        1        1        1        1        1        4        1 
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##        1        1        1        1        1        1        3        1 
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##        1        1        1        2        2        1        1        1 
##  G/553/S  G/554/P  G/554/S  G/555/S  G/556/P  G/556/S  G/557/P  G/558/P 
##        2        1        1        1        1        1        1        1 
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##        1        1        2        1        1        2        1        1 
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##        2        1        1        1        1        1        1        1 
##   G/57/P   G/57/S  G/570/S  G/571/P  G/572/S  G/573/P  G/573/S  G/574/P 
##        1        1        3        4        1        1        1        3 
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##        1        1        1        3        1        1        1        1 
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##        1        1        1        1        1        1        1        1 
##  G/592/P  G/592/S  G/593/P  G/593/S  G/594/P  G/594/S  G/595/P  G/595/S 
##        1        1        1        1        1        1        2        1 
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##        1        1        1        1        1        1        1        1 
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##  G/607/P  G/608/P  G/609/S  G/610/P  G/611/P  G/612/P  G/612/S  G/613/P 
##        2        1        1        1        1        1        1        1 
##  G/614/S  G/615/P  G/615/S  G/616/P  G/616/S  G/617/P  G/617/S  G/618/P 
##        2        1        1        1        1        1        1        1 
##  G/618/S  G/619/P  G/619/S   G/62/P   G/62/S  G/620/P  G/620/S  G/622/P 
##        2        1        1        1        1        1        1        1 
##  G/622/S  G/623/S  G/624/S  G/625/S  G/626/S  G/627/P  G/627/S   G/63/P 
##        1        1        1        1        1        1        1        1 
##   G/63/S  G/630/P  G/630/S  G/631/P  G/631/S  G/632/P  G/633/P  G/633/S 
##        2        1        5        1        1        1        1        1 
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##        1        1        5        1        1        1        1        1 
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##        1        1        2        1        1        1        1        2 
##   G/65/P   G/65/S  G/650/P  G/650/S  G/651/P  G/652/S  G/653/P  G/654/P 
##        1        1        1        1        1        1        1        1 
##  G/654/S  G/655/P  G/656/P  G/657/P  G/657/S  G/658/P  G/658/S  G/659/P 
##        1        5        1        6        1        1        2        1 
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##        5        1        1        3        1        4        1        1 
##  G/663/P  G/663/S  G/664/P  G/664/S  G/665/P  G/666/S  G/667/P  G/668/P 
##        1        1        1        1        1        1        1        1 
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##        1        1        1        1        1        1        1        1 
##  G/674/P  G/675/P  G/675/S  G/676/S  G/677/P  G/678/P  G/678/S  G/679/P 
##        1        1        1        1        1        1        1        1 
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##        1        1        1        1        1        1        1        1 
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##        1        1        1        1        1        1        2        1 
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##        1        3        1        1        1        1        1        1 
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##        1        1        5        1        1        1        1        1 
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##  G/809/P  G/809/S   G/81/P   G/81/S  G/810/S  G/811/P  G/811/S  G/812/P 
##        1        1        1        2        1        1        1        1 
##  G/813/P  G/813/S  G/814/P  G/814/S  G/816/P  G/816/S  G/817/P  G/818/P 
##        1        3        2        2        1        1        2        1 
##  G/818/S   G/82/P   G/82/S  G/820/P  G/821/P  G/823/P  G/824/S  G/825/P 
##        1        2        1        1        5        2        1        1 
##  G/825/S  G/826/S  G/827/P  G/828/P  G/829/P   G/83/P   G/83/S  G/830/P 
##        1        2        1        1        4        1        1        1 
##  G/830/S  G/831/P  G/832/P  G/833/S  G/834/P  G/834/S  G/835/P  G/835/S 
##        1        1        1        1        1        1        1        1 
##  G/836/P  G/837/P  G/837/S  G/838/P  G/838/S  G/839/P  G/839/S   G/84/P 
##        2        1        1        3        1        2        1        1 
##  G/840/P  G/840/S  G/841/P  G/841/S  G/842/P  G/843/P  G/844/P  G/844/S 
##        1        1        2        1        1        1        1        1 
##  G/845/P  G/845/S  G/847/P  G/848/P  G/848/S  G/849/P  G/849/S   G/85/S 
##        1        2        1        1        1        1        1        1 
##  G/850/P  G/852/P  G/852/S  G/853/S  G/854/P  G/854/S  G/855/S  G/856/P 
##        1        1        1        1        1        1        1        1 
##  G/856/S  G/857/P  G/858/S   G/86/P   G/86/S  G/860/S  G/861/S  G/862/P 
##        1        4        1        1        1        1        1        1 
##  G/862/S  G/863/S  G/864/S  G/865/P  G/867/S  G/868/S  G/869/P  G/869/S 
##        1        1        1        1        2        1        1        1 
##   G/87/P   G/87/S  G/870/P  G/870/S  G/871/P  G/871/S  G/872/P  G/872/S 
##        1        1        1        1        1        1        3        2 
##  G/873/P  G/873/S  G/874/P  G/875/P  G/875/S  G/876/P  G/877/P  G/877/S 
##        1        1        1        1        1        1        1        1 
##  G/878/P  G/879/S  G/880/P  G/880/S  G/881/P  G/881/S  G/882/P  G/882/S 
##        1        1        1        1        2        1        1        1 
##  G/884/P  G/884/S  G/885/P  G/885/S  G/886/P  G/887/S  G/888/P  G/889/S 
##        1        1        1        1        4        1        1        4 
##   G/89/P   G/89/S  G/890/P  G/890/S  G/891/P  G/891/S  G/892/P  G/893/P 
##        1        1        1        1        1        1        1        1 
##  G/893/S  G/894/P  G/894/S  G/895/P  G/895/S  G/896/S  G/897/P  G/897/S 
##        3        1        3        1        1        1        1        1 
##  G/898/P  G/899/P    G/9/P   G/90/P   G/90/S  G/900/P  G/900/S  G/901/P 
##        1        1        3        1        1        1        1        1 
##  G/902/P  G/902/S  G/903/P  G/903/S  G/904/S  G/905/P  G/906/P  G/906/S 
##        1        1        1        1        3        1        1        1 
##  G/907/P  G/907/S  G/908/S   G/91/P   G/91/S  G/910/P  G/911/P  G/911/S 
##        1        1        1        2        1        1        1        1 
##  G/912/P  G/913/P  G/913/S  G/915/P  G/915/S  G/916/P  G/916/S  G/917/P 
##        1        1        1        1        1        5        1        1 
##  G/918/P  G/919/P   G/92/S  G/920/P  G/920/S  G/921/P  G/921/S  G/922/P 
##        2        1        3        1        3        1        1        1 
##  G/922/S  G/923/S  G/924/P  G/924/S  G/925/S  G/926/P  G/926/S  G/927/S 
##        1        1        1        1        1        1        1        1 
##  G/928/P  G/928/S  G/929/S   G/93/S  G/930/S  G/931/S  G/932/S  G/933/P 
##        1        1        1        1        1        1        1        1 
##  G/933/S  G/934/P  G/934/S  G/935/P  G/936/P  G/936/S  G/937/P  G/937/S 
##        1        1        1        1        1        1        1        1 
##  G/938/P  G/938/S  G/939/P   G/94/P   G/94/S  G/940/P  G/941/P  G/941/S 
##        1        1        1        1        1        1        1        1 
##  G/943/S  G/944/S  G/945/S  G/946/P  G/946/S  G/947/S  G/948/S  G/949/P 
##        6        1        1        1        1        1        1        1 
##  G/949/S   G/95/P   G/95/S  G/950/P  G/952/S  G/953/P  G/953/S  G/954/P 
##        1        1        1        1        1        1        1        1 
##  G/954/S  G/955/P  G/955/S  G/957/P  G/957/S  G/958/S  G/959/P  G/959/S 
##        5        1        1        1        1        1        1        1 
##   G/96/P  G/960/P  G/960/S  G/961/S  G/962/P  G/963/S  G/964/P  G/965/P 
##        1        1        1        2        1        1        1        3 
##  G/967/P  G/967/S  G/968/P  G/969/P  G/969/S   G/97/S  G/970/P  G/970/S 
##        1        1        1        1        1        1        1        3 
##  G/971/P  G/972/S  G/973/P  G/973/S  G/974/P  G/974/S  G/975/P  G/975/S 
##        1        2        1        1        6        1        1        1 
##  G/976/P  G/977/S  G/978/P  G/979/S   G/98/P   G/98/S  G/980/P  G/981/S 
##        1        1        1        1        1        1        1        7 
##  G/982/P  G/982/S  G/983/S  G/984/P  G/984/S  G/985/P  G/985/S  G/986/S 
##        1        2        1        1        1        1        1        1 
##  G/987/P  G/987/S  G/988/P  G/988/S  G/989/S   G/99/S  G/990/P  G/991/P 
##        1        1        1        1        1        1        1        1 
##  G/991/S  G/992/P  G/992/S  G/993/S  G/994/S  G/995/S  G/996/S  G/998/P 
##        2        1        1        1        5        1        1        1 
##  G/998/S  G/999/P  G/999/S    T/0/P    T/1/P    T/2/P    T/2/S    T/3/P 
##        1        2        2        1        1        1        1        1
library(ggplot2)
ggplot(train, aes(x = CryoSleep, fill = Cabin)) +
  geom_bar(position = "dodge") +
  labs(title = "CryoSleep ve Cabin Sınıflarının Dağılımı")