library(readxl)
world_data_2023 <- read_excel("~/Custom Office Templates/world-data-2023.xltx",
col_types = c("text", "text", "numeric",
"numeric", "numeric", "numeric",
"numeric", "numeric", "numeric"))
#View(world_data_2023)trabalho
PIB para faixa
world_data_2023$`PIB ($)`<-cut(world_data_2023$`PIB ($)`,c(0, 14083906357,95503088538,21427700000000))
#world_data_2023$`PIB ($)`
world_data_2023$`PIB ($)`
levels(world_data_2023$`PIB ($)`)<-c("Até 15 bi.", "De 15 bi. a 96 bi.", "Maior que 96 bi.")Emissões para faixa
world_data_2023$`Emissão de Co2 (toneladas)`<-cut(world_data_2023$`Emissão de Co2 (toneladas)`,c(0,2065,34693,9893038))
#world_data_2023$`Emissão de Co2`
world_data_2023$`Emissão de Co2 (toneladas)`
levels(world_data_2023$`Emissão de Co2 (toneladas)`)<-c("Até 2100 ton.", "De 2100 ton. a 35000 ton.", "Maior que 35000 ton.")Taxa de Desemprego para faixa
world_data_2023$`Taxa de desemprego (%)`<-cut(world_data_2023$`Taxa de desemprego (%)`,c(0,14,29))
#world_data_2023$`Taxa de desemprego (%)`
levels(world_data_2023$`Taxa de desemprego (%)`)<-c("Até 14%", "Maior que 14% e até 30%")Área Florestal para faixa
world_data_2023$`Área florestal (%)`<- as.numeric(world_data_2023$`Área florestal (%)`)
world_data_2023$`Área florestal (%)`<-cut(world_data_2023$`Área florestal (%)`,c(0,31.8,98.3))
#world_data_2023$`Área florestal (%)`
levels(world_data_2023$`Área florestal (%)`)<-c("Até 32%", "De 32% a 99%")Gráfico PIB x Emissão
library(summarytools)
ctable(world_data_2023$`PIB ($)`, world_data_2023$`Emissão de Co2 (toneladas)`)Cross-Tabulation, Row Proportions
`PIB ($)` * `Emissão de Co2 (toneladas)`
Data Frame: world_data_2023
-------------------- ---------------------------- --------------- --------------------------- ---------------------- ------------ --------------
Emissão de Co2 (toneladas) Até 2100 ton. De 2100 ton. a 35000 ton. Maior que 35000 ton. <NA> Total
PIB ($)
Até 15 bi. 45 (69.2%) 15 (23.1%) 0 ( 0.0%) 5 ( 7.7%) 65 (100.0%)
De 15 bi. a 96 bi. 14 (21.5%) 45 (69.2%) 6 ( 9.2%) 0 ( 0.0%) 65 (100.0%)
Maior que 96 bi. 6 ( 9.5%) 5 ( 7.9%) 52 (82.5%) 0 ( 0.0%) 63 (100.0%)
<NA> 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 3 (100.0%) 3 (100.0%)
Total 65 (33.2%) 65 (33.2%) 58 (29.6%) 8 ( 4.1%) 196 (100.0%)
-------------------- ---------------------------- --------------- --------------------------- ---------------------- ------------ --------------library(dplyr)
Attaching package: 'dplyr'The following objects are masked from 'package:stats':
filter, lagThe following objects are masked from 'package:base':
intersect, setdiff, setequal, unionlibrary(ggplot2)
world_data_2023 %>%
filter(!is.na(`Emissão de Co2 (toneladas)`)) %>%
filter(!is.na(`PIB ($)`)) %>%
ggplot() +
aes(x = `PIB ($)`, fill = `Emissão de Co2 (toneladas)`) +
geom_bar(position = "fill") +
scale_fill_manual(values = c(`Até 2100 ton.` = "#BDC5D6", `De 2100 ton. a 35000 ton.` = "#5F7CAD",
`Maior que 35000 ton.` = "#03346B")) +
labs(y = " ", title = "Relação entre o PIB e as emissões de CO2 dos países",
subtitle = "Uma visão global") +
theme_light() +
theme(plot.title = element_text(size = 14L, face = "bold",
hjust = 0.5), plot.subtitle = element_text(size = 12L, hjust = 0.5))
Gráfico Taxa de Desemprego x Continente
library(dplyr)
library(ggplot2)
library(summarytools)
ctable(world_data_2023$`Taxa de desemprego (%)`, world_data_2023$Continente)Cross-Tabulation, Row Proportions
`Taxa de desemprego (%)` * Continente
Data Frame: world_data_2023
------------------------- ------------ ------------ ------------------ ---------------- ------------ ------------ ------------ ---------- --------------
Continente África América do Norte América do Sul Ásia Europa Oceania <NA> Total
Taxa de desemprego (%)
Até 14% 44 (27.7%) 16 (10.1%) 11 (6.9%) 43 (27.0%) 36 (22.6%) 8 ( 5.0%) 1 (0.6%) 159 (100.0%)
Maior que 14% e até 30% 8 (47.1%) 3 (17.6%) 0 (0.0%) 3 (17.6%) 3 (17.6%) 0 ( 0.0%) 0 (0.0%) 17 (100.0%)
<NA> 2 (10.0%) 4 (20.0%) 0 (0.0%) 1 ( 5.0%) 6 (30.0%) 6 (30.0%) 1 (5.0%) 20 (100.0%)
Total 54 (27.6%) 23 (11.7%) 11 (5.6%) 47 (24.0%) 45 (23.0%) 14 ( 7.1%) 2 (1.0%) 196 (100.0%)
------------------------- ------------ ------------ ------------------ ---------------- ------------ ------------ ------------ ---------- --------------library(dplyr)
library(ggplot2)
world_data_2023 %>%
filter(!is.na(Continente)) %>%
filter(!is.na(`Taxa de desemprego (%)`)) %>%
ggplot() +
aes(x = Continente, fill = `Taxa de desemprego (%)`) +
geom_bar(position = "fill") +
scale_fill_manual(values = c(`Até 14%` = "#93AEE9", `Maior que 14% e até 30%` = "#082264")) +
labs(y = " ",
title = "Porcentagem da força de trabalho que está desempregada por continente") +
theme_minimal() +
theme(plot.title = element_text(size = 14L, face = "bold", hjust = 0.5))
# world_data_2023 %>%
# filter(!is.na(`Taxa de desemprego (%)`)) %>%
# ggplot() +
# aes(x = Continente, fill = `Taxa de desemprego (%)`) +
# geom_bar(position = "fill") +
# scale_fill_manual(values = c(`Até 14%` = "#CCD7E6", `Maior que 14% e até 30%` = "#124D9E")) +
# labs(y = " ",
# title = "Porcentagem da força de trabalho que está desempregada por continente") +
# theme_light() +
# theme(plot.title = element_text(size = 14L, face = "bold", hjust = 0.5))Gráfico Salário Mínimo x Taxa de Natalidade
library(dplyr)
library(ggplot2)
library(summarytools)
ctable(world_data_2023$`Salário Mínimo($)`, world_data_2023$`Taxa de natalidade`)Cross-Tabulation, Row Proportions
`Salário Mínimo($)` * `Taxa de natalidade`
Data Frame: world_data_2023
------------------- -------------------- ------------ ------------ ---------- ------------ ---------- ------------ ------------ ------------ ------------ ------------ ---------- ------------ ---------- ----------- ------------ ------------ ----------- ------------ ---------- ------------ ------------ ----------- ------------ ------------ ----------- ------------ ------------ ---------- ------------ ---------- ---------- ------------ ------------ ----------- ------------ ------------ ------------ ---------- ----------- ------------ ----------- ----------- ------------ ------------ ----------- ------------ ------------ ----------- ----------- ------------ ---------- ----------- ----------- ------------ ------------ ----------- ---------- ----------- ----------- ---------- ------------ ----------- ------------ ------------ ---------- ------------ ------------ ----------- ------------ ------------ ----------- ------------ ------------ ------------ ----------- ----------- ------------ ------------ ------------ ---------- ------------ ------------ ----------- ----------- ------------ ------------ ----------- ------------ ----------- ------------ ---------- ----------- ------------ ----------- ------------ ------------ ----------- ---------- ------------ ------------ ----------- ----------- ---------- ---------- ----------- ------------ ------------ ----------- ------------ ----------- ---------- ----------- ------------ ----------- ----------- ---------- ----------- ----------- ----------- ---------- ------------ ---------- ----------- ----------- ------------ ----------- ----------- ------------ ---------- ---------- ---------- ----------- ------------ ---------- ----------- ----------- ---------- ----------- ------------ ------------ ----------- ------------ ----------- ------------ ------------ ----------- ------------ ----------- ---------- ------------ ------------ ----------- ----------- ----------- ----------- ---------- ----------- ----------- ----------- ----------- ----------- ------------ ---------- ----------- ------------ ----------- ---------- ----------- ----------- ----------- --------------
Taxa de natalidade 5.90000 6.40000 6.80000 7.20000 7.30000 7.40000 7.90000 8.10000 8.11000 8.50000 8.60000 8.70000 8.80000 8.90000 9.00000 9.20000 9.40000 9.50000 9.54000 9.60000 9.70000 9.90000 10.00000 10.10000 10.17000 10.20000 10.30000 10.33000 10.34000 10.40000 10.46000 10.60000 10.65000 10.70000 10.90000 11.00000 11.30000 11.40000 11.50000 11.60000 11.73000 11.78000 11.98000 12.00000 12.43000 12.50000 12.60000 12.94000 13.47000 13.86000 13.89000 13.92000 13.94000 13.97000 13.99000 14.00000 14.20000 14.24000 14.88000 14.90000 15.33000 15.83000 16.03000 16.10000 16.47000 16.75000 17.02000 17.10000 17.26000 17.55000 17.56000 17.60000 17.80000 17.86000 17.88000 17.95000 18.07000 18.18000 18.25000 18.54000 18.78000 18.83000 18.94000 18.98000 19.19000 19.49000 19.51000 19.72000 19.89000 19.97000 20.51000 20.55000 20.57000 20.64000 20.79000 20.80000 21.28000 21.47000 21.60000 21.75000 21.77000 21.98000 22.46000 22.82000 23.30000 23.55000 23.69000 23.83000 24.13000 24.28000 24.30000 24.35000 24.38000 24.56000 24.82000 26.38000 26.81000 27.07000 27.10000 27.89000 28.25000 28.64000 28.75000 29.03000 29.08000 29.41000 29.42000 29.60000 30.30000 30.45000 30.68000 30.76000 31.61000 31.70000 31.88000 32.18000 32.34000 32.44000 32.49000 32.66000 32.86000 33.04000 33.11000 33.24000 33.41000 33.69000 34.12000 34.52000 35.01000 35.13000 35.35000 35.39000 35.74000 36.19000 36.22000 36.36000 36.70000 37.52000 37.91000 37.93000 38.14000 38.54000 39.01000 40.73000 41.18000 41.54000 41.75000 42.17000 46.08000 <NA> Total
Salário Mínimo($)
0.01 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 2 (100.0%)
0.05 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 2 (100.0%)
0.09 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 1 (50.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 2 (100.0%)
0.12 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
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1.23 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (50.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 1 (50.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 2 (100.0%)
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3.11 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 1 (100.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
3.13 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
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3.78 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
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9.99 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
10.13 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
10.29 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
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11.49 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
11.72 1 (100.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
13.05 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
13.59 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 (0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 (0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (100.0%)
<NA> 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 1 ( 2.2%) 1 ( 2.2%) 1 ( 2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 1 (2.2%) 1 (2.2%) 1 ( 2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 2 ( 4.3%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 ( 2.2%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 1 (2.2%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 0 ( 0.0%) 1 (2.2%) 0 ( 0.0%) 0 ( 0.0%) 8 (17.4%) 46 (100.0%)
Total 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 2 ( 1.0%) 2 ( 1.0%) 2 ( 1.0%) 3 ( 1.5%) 2 ( 1.0%) 1 ( 0.5%) 2 ( 1.0%) 2 ( 1.0%) 1 (0.5%) 1 ( 0.5%) 1 (0.5%) 1 (0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 3 ( 1.5%) 1 ( 0.5%) 1 ( 0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 2 ( 1.0%) 2 ( 1.0%) 2 ( 1.0%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 2 ( 1.0%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 (0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 ( 0.5%) 1 (0.5%) 1 ( 0.5%) 1 ( 0.5%) 8 ( 4.1%) 196 (100.0%)
------------------- -------------------- ------------ ------------ ---------- ------------ ---------- ------------ ------------ ------------ ------------ ------------ ---------- ------------ ---------- ----------- ------------ ------------ ----------- ------------ ---------- ------------ ------------ ----------- ------------ ------------ ----------- ------------ ------------ ---------- ------------ ---------- ---------- ------------ ------------ ----------- ------------ ------------ ------------ ---------- ----------- ------------ ----------- ----------- ------------ ------------ ----------- ------------ ------------ ----------- ----------- ------------ ---------- ----------- ----------- ------------ ------------ ----------- ---------- ----------- ----------- ---------- ------------ ----------- ------------ ------------ ---------- ------------ ------------ ----------- ------------ ------------ ----------- ------------ ------------ ------------ ----------- ----------- ------------ ------------ ------------ ---------- ------------ ------------ ----------- ----------- ------------ ------------ ----------- ------------ ----------- ------------ ---------- ----------- ------------ ----------- ------------ ------------ ----------- ---------- ------------ ------------ ----------- ----------- ---------- ---------- ----------- ------------ ------------ ----------- ------------ ----------- ---------- ----------- ------------ ----------- ----------- ---------- ----------- ----------- ----------- ---------- ------------ ---------- ----------- ----------- ------------ ----------- ----------- ------------ ---------- ---------- ---------- ----------- ------------ ---------- ----------- ----------- ---------- ----------- ------------ ------------ ----------- ------------ ----------- ------------ ------------ ----------- ------------ ----------- ---------- ------------ ------------ ----------- ----------- ----------- ----------- ---------- ----------- ----------- ----------- ----------- ----------- ------------ ---------- ----------- ------------ ----------- ---------- ----------- ----------- ----------- --------------library(ggplot2)
ggplot(world_data_2023) +
aes(x =`Salário Mínimo($)`, y =`Taxa de natalidade`) +
geom_point(shape = "circle",
size = 1.3, colour = "#062F57") +
geom_smooth(span = 0.8) +
labs(x = "Nível do salário mínimo em moeda local",
y ="Taxa de Natalidade: Número de nascimentos por 1.000 habitantes por ano") +
theme_light()`geom_smooth()` using method = 'loess' and formula = 'y ~ x'Warning: Removed 46 rows containing non-finite values (`stat_smooth()`).Warning: Removed 46 rows containing missing values (`geom_point()`).
Gráfico Densidade x Continente
library(ggplot2)
library(dplyr)
library(ggplot2)
world_data_2023 %>%
filter(!is.na(Continente)) %>%
filter(!is.na(`Densidade (P/Km2)`)) %>%
ggplot() +
aes(x = Continente, y = `Densidade (P/Km2)`) +
geom_boxplot(fill = "#C5D3ED") +
labs(title = "Densidade dos Continentes") +
theme_minimal() +
theme(plot.title = element_text(size = 14L,
face = "bold", hjust = 0.5))
# Por conta do outlyer visto no continente europeu, fizemos um gráfico com a densidade reduzida para até 10 mil pessoas por quilômetro quadrado para possibilitar a vizualização das medianas:
with(world_data_2023, stby(`Densidade (P/Km2)`, Continente, descr))Descriptive Statistics
Densidade (P/Km2) by Continente
Data Frame: world_data_2023
N: 54
África América do Norte América do Sul Ásia Europa Oceania
----------------- -------- ------------------ ---------------- --------- ---------- ---------
Mean 103.46 189.48 24.36 453.00 752.63 185.00
Std.Dev 135.10 157.10 19.42 1258.55 3912.38 239.37
Min 3.00 4.00 4.00 2.00 1.38 3.00
Q1 25.00 58.00 11.00 60.00 64.00 25.00
Median 54.50 167.00 20.00 115.00 105.00 59.50
Q3 111.00 284.00 26.00 341.00 164.00 329.00
Max 626.00 668.00 71.00 8358.00 26337.00 784.00
MAD 54.86 161.60 8.90 130.47 85.99 72.65
IQR 85.25 216.50 12.00 263.50 100.00 258.50
CV 1.31 0.83 0.80 2.78 5.20 1.29
Skewness 2.30 1.14 1.14 5.35 6.21 1.26
SE.Skewness 0.32 0.48 0.66 0.35 0.35 0.60
Kurtosis 4.93 1.28 0.41 30.24 37.64 0.31
N.Valid 54.00 23.00 11.00 47.00 45.00 14.00
Pct.Valid 100.00 100.00 100.00 100.00 100.00 100.00library(dplyr)
library(ggplot2)
world_data_2023 %>%
filter(`Densidade (P/Km2)` >= 0L & `Densidade (P/Km2)` <= 10000L) %>%
ggplot() +
aes(x = Continente, y = `Densidade (P/Km2)`) +
geom_boxplot(fill = "#E4EDFF") +
labs(title = "Densidade dos continentes", subtitle = "Um recorte: Até 10 mil habitantes por km²") +
theme_light() +
theme(plot.title = element_text(size = 14L, face = "bold", hjust = 0.5), plot.subtitle = element_text(size = 13L,
hjust = 0.5))
Gráfico Emissão de Co2 x Área florestal
library(dplyr)
library(ggplot2)
library(summarytools)
ctable(world_data_2023$`Emissão de Co2 (toneladas)`, world_data_2023$`Área florestal (%)`)Cross-Tabulation, Row Proportions
`Emissão de Co2 (toneladas)` * `Área florestal (%)`
Data Frame: world_data_2023
---------------------------- -------------------- ------------ -------------- ------------- --------------
Área florestal (%) Até 32% De 32% a 99% <NA> Total
Emissão de Co2 (toneladas)
Até 2100 ton. 31 (47.7%) 33 (50.8%) 1 ( 1.5%) 65 (100.0%)
De 2100 ton. a 35000 ton. 30 (46.2%) 35 (53.8%) 0 ( 0.0%) 65 (100.0%)
Maior que 35000 ton. 31 (53.4%) 25 (43.1%) 2 ( 3.4%) 58 (100.0%)
<NA> 0 ( 0.0%) 0 ( 0.0%) 8 (100.0%) 8 (100.0%)
Total 92 (46.9%) 93 (47.4%) 11 ( 5.6%) 196 (100.0%)
---------------------------- -------------------- ------------ -------------- ------------- --------------world_data_2023 %>%
filter(!is.na(`Emissão de Co2 (toneladas)`)) %>%
filter(!is.na(`Área florestal (%)`)) %>%
ggplot() +
aes(x = `Emissão de Co2 (toneladas)`, fill = `Área florestal (%)`) +
geom_bar(position = "fill") +
scale_fill_manual(values = c(`Até 32%` = "#ACC9E2", `De 32% a 99%` = "#19498B")) +
labs(x = "Emissões de dióxido de carbono (CO2) em toneladas",
y = " ", title = "Relação entre a área florestal e as emissões de CO2 dos países", subtitle = "Uma visão global") +
theme_light() +
theme(plot.title = element_text(size = 14L, face = "bold", hjust = 0.5), plot.subtitle = element_text(size = 12L,
hjust = 0.5))
Tabela com todas as variáveis quantitativas:
library(summarytools)
descr(world_data_2023)Non-numerical variable(s) ignored: País, Continente, Emissão de Co2 (toneladas), Área florestal (%), PIB ($), Taxa de desemprego (%)Descriptive Statistics
world_data_2023
N: 196
Densidade (P/Km2) Salário Mínimo($) Taxa de natalidade
----------------- ------------------- ------------------- --------------------
Mean 350.32 2.19 20.15
Std.Dev 1986.79 2.97 9.94
Min 1.38 0.01 5.90
Q1 34.00 0.40 11.15
Median 85.50 1.04 17.91
Q3 214.00 2.46 28.70
Max 26337.00 13.59 46.08
MAD 89.70 1.04 10.95
IQR 177.75 2.04 17.44
CV 5.67 1.35 0.49
Skewness 11.88 2.16 0.58
SE.Skewness 0.17 0.20 0.18
Kurtosis 149.24 3.97 -0.83
N.Valid 194.00 150.00 188.00
Pct.Valid 98.98 76.53 95.92